id	sid	tid	token	lemma	pos
ajird-1632	1	1	american	american	PROPN
ajird-1632	1	2	journal	journal	PROPN
ajird-1632	1	3	of	of	ADP
ajird-1632	1	4	interdisciplinary	interdisciplinary	ADJ
ajird-1632	1	5	research	research	NOUN
ajird-1632	1	6	and	and	CCONJ
ajird-1632	1	7	development	development	NOUN
ajird-1632	1	8	issn	issn	PROPN
ajird-1632	1	9	online	online	NOUN
ajird-1632	1	10	:	:	PUNCT
ajird-1632	1	11	2771	2771	NUM
ajird-1632	1	12	-	-	SYM
ajird-1632	1	13	8948	8948	NUM
ajird-1632	1	14	website	website	NOUN
ajird-1632	1	15	:	:	PUNCT
ajird-1632	1	16	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-1632	1	17	volume	volume	NOUN
ajird-1632	1	18	46	46	NUM
ajird-1632	1	19	,	,	PUNCT
ajird-1632	1	20	november2025	november2025	PROPN
ajird-1632	1	21	17	17	NUM
ajird-1632	2	1	|	|	ADV
ajird-1632	2	2	p	p	ADP
ajird-1632	2	3	a	a	DET
ajird-1632	2	4	g	g	NOUN
ajird-1632	2	5	e	e	ADP
ajird-1632	2	6	technical	technical	ADJ
ajird-1632	2	7	analysis	analysis	NOUN
ajird-1632	2	8	methods	method	NOUN
ajird-1632	2	9	in	in	ADP
ajird-1632	2	10	cryptocurrency	cryptocurrency	NOUN
ajird-1632	2	11	and	and	CCONJ
ajird-1632	2	12	gold	gold	NOUN
ajird-1632	2	13	markets	market	NOUN
ajird-1632	2	14	:	:	PUNCT
ajird-1632	2	15	a	a	DET
ajird-1632	2	16	comparative	comparative	ADJ
ajird-1632	2	17	perspective	perspective	NOUN
ajird-1632	2	18	tukmirzaev	tukmirzaev	NOUN
ajird-1632	2	19	kamol	kamol	PROPN
ajird-1632	2	20	mumin	mumin	PROPN
ajird-1632	2	21	ugli	ugli	PROPN
ajird-1632	2	22	,	,	PUNCT
ajird-1632	2	23	assistant	assistant	ADJ
ajird-1632	2	24	rector	rector	NOUN
ajird-1632	2	25	of	of	ADP
ajird-1632	2	26	profi	profi	PROPN
ajird-1632	2	27	university	university	PROPN
ajird-1632	2	28	(	(	PUNCT
ajird-1632	2	29	navoi	navoi	PROPN
ajird-1632	2	30	branch	branch	NOUN
ajird-1632	2	31	)	)	PUNCT
ajird-1632	2	32	e	e	X
ajird-1632	2	33	-	-	NOUN
ajird-1632	2	34	mаil	mаil	X
ajird-1632	2	35	:	:	PUNCT
ajird-1632	3	1	kamoltukmirzayev@gmail.com	kamoltukmirzayev@gmail.com	X
ajird-1632	3	2	tel	tel	NOUN
ajird-1632	3	3	:	:	PUNCT
ajird-1632	3	4	+998902342015	+998902342015	NUM
ajird-1632	3	5	orcid	orcid	NOUN
ajird-1632	4	1	i	i	PRON
ajird-1632	4	2	d	d	NOUN
ajird-1632	4	3	:	:	PUNCT
ajird-1632	4	4	0009	0009	NUM
ajird-1632	4	5	-	-	SYM
ajird-1632	4	6	0000	0000	NUM
ajird-1632	4	7	-	-	PUNCT
ajird-1632	4	8	4245	4245	NUM
ajird-1632	4	9	-	-	PUNCT
ajird-1632	4	10	0729	0729	NUM
ajird-1632	4	11	abstract	abstract	NOUN
ajird-1632	4	12	:	:	PUNCT
ajird-1632	4	13	this	this	DET
ajird-1632	4	14	study	study	NOUN
ajird-1632	4	15	explores	explore	VERB
ajird-1632	4	16	the	the	DET
ajird-1632	4	17	application	application	NOUN
ajird-1632	4	18	of	of	ADP
ajird-1632	4	19	technical	technical	ADJ
ajird-1632	4	20	analysis	analysis	NOUN
ajird-1632	4	21	(	(	PUNCT
ajird-1632	4	22	ta	ta	NOUN
ajird-1632	4	23	)	)	PUNCT
ajird-1632	4	24	in	in	ADP
ajird-1632	4	25	two	two	NUM
ajird-1632	4	26	major	major	ADJ
ajird-1632	4	27	asset	asset	NOUN
ajird-1632	4	28	classes	class	NOUN
ajird-1632	4	29	:	:	PUNCT
ajird-1632	4	30	cryptocurrencies	cryptocurrencie	NOUN
ajird-1632	4	31	and	and	CCONJ
ajird-1632	4	32	gold	gold	NOUN
ajird-1632	4	33	.	.	PUNCT
ajird-1632	5	1	by	by	ADP
ajird-1632	5	2	analyzing	analyze	VERB
ajird-1632	5	3	key	key	ADJ
ajird-1632	5	4	indicators	indicator	NOUN
ajird-1632	5	5	,	,	PUNCT
ajird-1632	5	6	such	such	ADJ
ajird-1632	5	7	as	as	ADP
ajird-1632	5	8	fibonacci	fibonacci	PROPN
ajird-1632	5	9	retracement	retracement	PROPN
ajird-1632	5	10	levels	level	NOUN
ajird-1632	5	11	,	,	PUNCT
ajird-1632	5	12	moving	move	VERB
ajird-1632	5	13	averages	average	NOUN
ajird-1632	5	14	,	,	PUNCT
ajird-1632	5	15	and	and	CCONJ
ajird-1632	5	16	momentum	momentum	NOUN
ajird-1632	5	17	oscillators	oscillator	NOUN
ajird-1632	5	18	,	,	PUNCT
ajird-1632	5	19	it	it	PRON
ajird-1632	5	20	evaluates	evaluate	VERB
ajird-1632	5	21	their	their	PRON
ajird-1632	5	22	predictive	predictive	ADJ
ajird-1632	5	23	power	power	NOUN
ajird-1632	5	24	under	under	ADP
ajird-1632	5	25	different	different	ADJ
ajird-1632	5	26	volatility	volatility	NOUN
ajird-1632	5	27	and	and	CCONJ
ajird-1632	5	28	structure	structure	NOUN
ajird-1632	5	29	conditions	condition	NOUN
ajird-1632	5	30	.	.	PUNCT
ajird-1632	6	1	empirical	empirical	ADJ
ajird-1632	6	2	testing	testing	NOUN
ajird-1632	6	3	of	of	ADP
ajird-1632	6	4	experimental	experimental	ADJ
ajird-1632	6	5	fibonacci	fibonacci	NOUN
ajird-1632	6	6	levels	level	NOUN
ajird-1632	6	7	(	(	PUNCT
ajird-1632	6	8	e.g.	e.g.	ADV
ajird-1632	6	9	,	,	PUNCT
ajird-1632	6	10	0.5993	0.5993	NUM
ajird-1632	6	11	,	,	PUNCT
ajird-1632	6	12	1.1987	1.1987	NUM
ajird-1632	6	13	,	,	PUNCT
ajird-1632	6	14	-0.6993	-0.6993	PUNCT
ajird-1632	6	15	)	)	PUNCT
ajird-1632	6	16	shows	show	VERB
ajird-1632	6	17	improved	improved	ADJ
ajird-1632	6	18	accuracy	accuracy	NOUN
ajird-1632	6	19	in	in	ADP
ajird-1632	6	20	both	both	DET
ajird-1632	6	21	markets	market	NOUN
ajird-1632	6	22	,	,	PUNCT
ajird-1632	6	23	offering	offer	VERB
ajird-1632	6	24	valuable	valuable	ADJ
ajird-1632	6	25	insights	insight	NOUN
ajird-1632	6	26	for	for	ADP
ajird-1632	6	27	both	both	CCONJ
ajird-1632	6	28	institutional	institutional	ADJ
ajird-1632	6	29	and	and	CCONJ
ajird-1632	6	30	retail	retail	ADJ
ajird-1632	6	31	traders	trader	NOUN
ajird-1632	6	32	.	.	PUNCT
ajird-1632	7	1	keywords	keyword	NOUN
ajird-1632	7	2	:	:	PUNCT
ajird-1632	7	3	cryptocurrency	cryptocurrency	NOUN
ajird-1632	7	4	,	,	PUNCT
ajird-1632	7	5	gold	gold	NOUN
ajird-1632	7	6	market	market	NOUN
ajird-1632	7	7	,	,	PUNCT
ajird-1632	7	8	technical	technical	ADJ
ajird-1632	7	9	analysis	analysis	NOUN
ajird-1632	7	10	,	,	PUNCT
ajird-1632	7	11	fibonacci	fibonacci	NOUN
ajird-1632	7	12	retracement	retracement	NOUN
ajird-1632	7	13	,	,	PUNCT
ajird-1632	7	14	rsi	rsi	ADJ
ajird-1632	7	15	divergence	divergence	NOUN
ajird-1632	7	16	,	,	PUNCT
ajird-1632	7	17	adaptive	adaptive	ADJ
ajird-1632	7	18	indicators	indicator	NOUN
ajird-1632	7	19	,	,	PUNCT
ajird-1632	7	20	market	market	NOUN
ajird-1632	7	21	psychology	psychology	NOUN
ajird-1632	7	22	,	,	PUNCT
ajird-1632	7	23	volatility	volatility	NOUN
ajird-1632	7	24	.	.	PUNCT
ajird-1632	8	1	introduction	introduction	NOUN
ajird-1632	8	2	technical	technical	ADJ
ajird-1632	8	3	analysis	analysis	NOUN
ajird-1632	8	4	(	(	PUNCT
ajird-1632	8	5	ta	ta	NOUN
ajird-1632	8	6	)	)	PUNCT
ajird-1632	8	7	has	have	AUX
ajird-1632	8	8	long	long	ADV
ajird-1632	8	9	been	be	AUX
ajird-1632	8	10	employed	employ	VERB
ajird-1632	8	11	in	in	ADP
ajird-1632	8	12	financial	financial	ADJ
ajird-1632	8	13	markets	market	NOUN
ajird-1632	8	14	to	to	PART
ajird-1632	8	15	forecast	forecast	VERB
ajird-1632	8	16	future	future	ADJ
ajird-1632	8	17	price	price	NOUN
ajird-1632	8	18	movements	movement	NOUN
ajird-1632	8	19	based	base	VERB
ajird-1632	8	20	on	on	ADP
ajird-1632	8	21	historical	historical	ADJ
ajird-1632	8	22	price	price	NOUN
ajird-1632	8	23	data	datum	NOUN
ajird-1632	8	24	,	,	PUNCT
ajird-1632	8	25	trading	trading	NOUN
ajird-1632	8	26	volumes	volume	NOUN
ajird-1632	8	27	,	,	PUNCT
ajird-1632	8	28	and	and	CCONJ
ajird-1632	8	29	behavioral	behavioral	ADJ
ajird-1632	8	30	patterns	pattern	NOUN
ajird-1632	8	31	.	.	PUNCT
ajird-1632	9	1	rooted	root	VERB
ajird-1632	9	2	in	in	ADP
ajird-1632	9	3	dow	dow	PROPN
ajird-1632	9	4	theory	theory	NOUN
ajird-1632	9	5	and	and	CCONJ
ajird-1632	9	6	expanded	expand	VERB
ajird-1632	9	7	through	through	ADP
ajird-1632	9	8	computational	computational	ADJ
ajird-1632	9	9	models	model	NOUN
ajird-1632	9	10	,	,	PUNCT
ajird-1632	9	11	ta	ta	X
ajird-1632	9	12	now	now	ADV
ajird-1632	9	13	includes	include	VERB
ajird-1632	9	14	nonlinear	nonlinear	ADJ
ajird-1632	9	15	pattern	pattern	NOUN
ajird-1632	9	16	recognition	recognition	NOUN
ajird-1632	9	17	,	,	PUNCT
ajird-1632	9	18	multi	multi	ADJ
ajird-1632	9	19	-	-	ADJ
ajird-1632	9	20	timeframe	timeframe	ADJ
ajird-1632	9	21	confluence	confluence	NOUN
ajird-1632	9	22	,	,	PUNCT
ajird-1632	9	23	and	and	CCONJ
ajird-1632	9	24	sentiment	sentiment	NOUN
ajird-1632	9	25	mapping	mapping	NOUN
ajird-1632	9	26	[	[	X
ajird-1632	9	27	1	1	NUM
ajird-1632	9	28	]	]	PUNCT
ajird-1632	9	29	.	.	PUNCT
ajird-1632	10	1	with	with	ADP
ajird-1632	10	2	the	the	DET
ajird-1632	10	3	rise	rise	NOUN
ajird-1632	10	4	of	of	ADP
ajird-1632	10	5	decentralized	decentralize	VERB
ajird-1632	10	6	digital	digital	ADJ
ajird-1632	10	7	assets	asset	NOUN
ajird-1632	10	8	like	like	ADP
ajird-1632	10	9	bitcoin	bitcoin	NOUN
ajird-1632	10	10	and	and	CCONJ
ajird-1632	10	11	ethereum	ethereum	NOUN
ajird-1632	10	12	,	,	PUNCT
ajird-1632	10	13	classical	classical	ADJ
ajird-1632	10	14	ta	ta	PART
ajird-1632	10	15	faces	face	VERB
ajird-1632	10	16	structural	structural	ADJ
ajird-1632	10	17	limitations	limitation	NOUN
ajird-1632	10	18	.	.	PUNCT
ajird-1632	11	1	crypto	crypto	PROPN
ajird-1632	11	2	markets	market	NOUN
ajird-1632	11	3	display	display	VERB
ajird-1632	11	4	high	high	ADJ
ajird-1632	11	5	-	-	PUNCT
ajird-1632	11	6	frequency	frequency	NOUN
ajird-1632	11	7	volatility	volatility	NOUN
ajird-1632	11	8	,	,	PUNCT
ajird-1632	11	9	fractal	fractal	ADJ
ajird-1632	11	10	geometry	geometry	NOUN
ajird-1632	11	11	,	,	PUNCT
ajird-1632	11	12	and	and	CCONJ
ajird-1632	11	13	sentiment	sentiment	NOUN
ajird-1632	11	14	-	-	PUNCT
ajird-1632	11	15	driven	drive	VERB
ajird-1632	11	16	liquidity	liquidity	NOUN
ajird-1632	11	17	cycles	cycle	NOUN
ajird-1632	11	18	,	,	PUNCT
ajird-1632	11	19	making	make	VERB
ajird-1632	11	20	static	static	ADJ
ajird-1632	11	21	models	model	NOUN
ajird-1632	11	22	less	less	ADV
ajird-1632	11	23	effective	effective	ADJ
ajird-1632	11	24	[	[	X
ajird-1632	11	25	2	2	NUM
ajird-1632	11	26	]	]	PUNCT
ajird-1632	11	27	.	.	PUNCT
ajird-1632	12	1	these	these	DET
ajird-1632	12	2	dynamics	dynamic	NOUN
ajird-1632	12	3	necessitate	necessitate	ADJ
ajird-1632	12	4	adaptive	adaptive	ADJ
ajird-1632	12	5	indicators	indicator	NOUN
ajird-1632	12	6	that	that	PRON
ajird-1632	12	7	align	align	VERB
ajird-1632	12	8	with	with	ADP
ajird-1632	12	9	real	real	ADJ
ajird-1632	12	10	-	-	PUNCT
ajird-1632	12	11	time	time	NOUN
ajird-1632	12	12	market	market	NOUN
ajird-1632	12	13	behavior	behavior	NOUN
ajird-1632	12	14	and	and	CCONJ
ajird-1632	12	15	incorporate	incorporate	VERB
ajird-1632	12	16	feedback	feedback	NOUN
ajird-1632	12	17	-	-	PUNCT
ajird-1632	12	18	based	base	VERB
ajird-1632	12	19	price	price	NOUN
ajird-1632	12	20	loops	loop	NOUN
ajird-1632	12	21	[	[	X
ajird-1632	12	22	3	3	NUM
ajird-1632	12	23	]	]	PUNCT
ajird-1632	12	24	.	.	PUNCT
ajird-1632	13	1	in	in	ADP
ajird-1632	13	2	contrast	contrast	NOUN
ajird-1632	13	3	,	,	PUNCT
ajird-1632	13	4	gold	gold	NOUN
ajird-1632	13	5	(	(	PUNCT
ajird-1632	13	6	au	au	PROPN
ajird-1632	13	7	)	)	PUNCT
ajird-1632	13	8	,	,	PUNCT
ajird-1632	13	9	a	a	DET
ajird-1632	13	10	traditional	traditional	ADJ
ajird-1632	13	11	hedge	hedge	NOUN
ajird-1632	13	12	asset	asset	NOUN
ajird-1632	13	13	,	,	PUNCT
ajird-1632	13	14	behaves	behave	VERB
ajird-1632	13	15	more	more	ADV
ajird-1632	13	16	predictably	predictably	ADV
ajird-1632	13	17	due	due	ADJ
ajird-1632	13	18	to	to	ADP
ajird-1632	13	19	its	its	PRON
ajird-1632	13	20	deep	deep	ADJ
ajird-1632	13	21	liquidity	liquidity	NOUN
ajird-1632	13	22	and	and	CCONJ
ajird-1632	13	23	institutional	institutional	ADJ
ajird-1632	13	24	structure	structure	NOUN
ajird-1632	13	25	.	.	PUNCT
ajird-1632	14	1	its	its	PRON
ajird-1632	14	2	movements	movement	NOUN
ajird-1632	14	3	are	be	AUX
ajird-1632	14	4	shaped	shape	VERB
ajird-1632	14	5	by	by	ADP
ajird-1632	14	6	macroeconomic	macroeconomic	ADJ
ajird-1632	14	7	inputs	input	NOUN
ajird-1632	14	8	,	,	PUNCT
ajird-1632	14	9	such	such	ADJ
ajird-1632	14	10	as	as	ADP
ajird-1632	14	11	interest	interest	NOUN
ajird-1632	14	12	rates	rate	NOUN
ajird-1632	14	13	and	and	CCONJ
ajird-1632	14	14	inflation	inflation	NOUN
ajird-1632	14	15	,	,	PUNCT
ajird-1632	14	16	and	and	CCONJ
ajird-1632	14	17	reflect	reflect	VERB
ajird-1632	14	18	more	more	ADV
ajird-1632	14	19	stable	stable	ADJ
ajird-1632	14	20	trend	trend	NOUN
ajird-1632	14	21	patterns	pattern	NOUN
ajird-1632	14	22	,	,	PUNCT
ajird-1632	14	23	though	though	SCONJ
ajird-1632	14	24	speculative	speculative	ADJ
ajird-1632	14	25	bursts	burst	NOUN
ajird-1632	14	26	are	be	AUX
ajird-1632	14	27	not	not	PART
ajird-1632	14	28	uncommon	uncommon	ADJ
ajird-1632	14	29	[	[	X
ajird-1632	14	30	4	4	NUM
ajird-1632	14	31	]	]	PUNCT
ajird-1632	14	32	.	.	PUNCT
ajird-1632	15	1	1	1	NUM
ajird-1632	15	2	zhao	zhao	PROPN
ajird-1632	15	3	,	,	PUNCT
ajird-1632	15	4	w.	w.	PROPN
ajird-1632	15	5	(	(	PUNCT
ajird-1632	15	6	2020	2020	NUM
ajird-1632	15	7	)	)	PUNCT
ajird-1632	15	8	.	.	PUNCT
ajird-1632	16	1	nonlinear	nonlinear	ADJ
ajird-1632	16	2	indicators	indicator	NOUN
ajird-1632	16	3	in	in	ADP
ajird-1632	16	4	high	high	ADJ
ajird-1632	16	5	-	-	PUNCT
ajird-1632	16	6	frequency	frequency	NOUN
ajird-1632	16	7	digital	digital	ADJ
ajird-1632	16	8	trading	trading	NOUN
ajird-1632	16	9	.	.	PUNCT
ajird-1632	17	1	phd	phd	NOUN
ajird-1632	17	2	thesis	thesis	PROPN
ajird-1632	17	3	,	,	PUNCT
ajird-1632	17	4	mit	mit	PROPN
ajird-1632	17	5	sloan	sloan	NOUN
ajird-1632	17	6	.	.	PUNCT
ajird-1632	18	1	pp	pp	X
ajird-1632	18	2	.	.	PUNCT
ajird-1632	19	1	92–140	92–140	NUM
ajird-1632	19	2	.	.	NOUN
ajird-1632	19	3	2	2	NUM
ajird-1632	19	4	kapoor	kapoor	PROPN
ajird-1632	19	5	,	,	PUNCT
ajird-1632	19	6	r.	r.	PROPN
ajird-1632	19	7	(	(	PUNCT
ajird-1632	19	8	2021	2021	NUM
ajird-1632	19	9	)	)	PUNCT
ajird-1632	19	10	.	.	PUNCT
ajird-1632	20	1	reframing	reframe	VERB
ajird-1632	20	2	technical	technical	ADJ
ajird-1632	20	3	analysis	analysis	NOUN
ajird-1632	20	4	:	:	PUNCT
ajird-1632	20	5	beyond	beyond	ADP
ajird-1632	20	6	classical	classical	ADJ
ajird-1632	20	7	indicators	indicator	NOUN
ajird-1632	20	8	in	in	ADP
ajird-1632	20	9	crypto	crypto	NOUN
ajird-1632	20	10	and	and	CCONJ
ajird-1632	20	11	gold	gold	NOUN
ajird-1632	20	12	.	.	PUNCT
ajird-1632	21	1	oxford	oxford	PROPN
ajird-1632	21	2	blockchain	blockchain	PROPN
ajird-1632	21	3	series	series	PROPN
ajird-1632	21	4	.	.	PUNCT
ajird-1632	22	1	pp	pp	X
ajird-1632	22	2	.	.	PUNCT
ajird-1632	23	1	105–130	105–130	NUM
ajird-1632	23	2	.	.	NOUN
ajird-1632	23	3	3	3	NUM
ajird-1632	23	4	eldredge	eldredge	PROPN
ajird-1632	23	5	,	,	PUNCT
ajird-1632	23	6	d.	d.	PROPN
ajird-1632	23	7	(	(	PUNCT
ajird-1632	23	8	2022	2022	NUM
ajird-1632	23	9	)	)	PUNCT
ajird-1632	23	10	.	.	PUNCT
ajird-1632	24	1	adaptive	adaptive	PROPN
ajird-1632	24	2	fibonacci	fibonacci	NOUN
ajird-1632	24	3	models	model	NOUN
ajird-1632	24	4	for	for	ADP
ajird-1632	24	5	cryptocurrency	cryptocurrency	NOUN
ajird-1632	24	6	trading	trading	NOUN
ajird-1632	24	7	.	.	PUNCT
ajird-1632	25	1	cambridge	cambridge	PROPN
ajird-1632	25	2	fintech	fintech	PROPN
ajird-1632	25	3	research	research	NOUN
ajird-1632	25	4	journal	journal	PROPN
ajird-1632	25	5	.	.	PUNCT
ajird-1632	26	1	vol	vol	NOUN
ajird-1632	26	2	.	.	PUNCT
ajird-1632	27	1	11(3	11(3	NUM
ajird-1632	27	2	)	)	PUNCT
ajird-1632	27	3	,	,	PUNCT
ajird-1632	28	1	pp	pp	ADP
ajird-1632	28	2	.	.	PUNCT
ajird-1632	29	1	211–225	211–225	NUM
ajird-1632	29	2	.	.	NOUN
ajird-1632	29	3	4	4	NUM
ajird-1632	29	4	nolan	nolan	PROPN
ajird-1632	29	5	,	,	PUNCT
ajird-1632	29	6	m.	m.	NOUN
ajird-1632	29	7	(	(	PUNCT
ajird-1632	29	8	2023	2023	NUM
ajird-1632	29	9	)	)	PUNCT
ajird-1632	29	10	.	.	PUNCT
ajird-1632	30	1	market	market	NOUN
ajird-1632	30	2	psychology	psychology	NOUN
ajird-1632	30	3	in	in	ADP
ajird-1632	30	4	algorithmic	algorithmic	ADJ
ajird-1632	30	5	finance	finance	NOUN
ajird-1632	30	6	.	.	PUNCT
ajird-1632	31	1	princeton	princeton	PROPN
ajird-1632	31	2	university	university	PROPN
ajird-1632	31	3	press	press	NOUN
ajird-1632	31	4	.	.	PUNCT
ajird-1632	32	1	pp	pp	X
ajird-1632	32	2	.	.	PUNCT
ajird-1632	33	1	55–78	55–78	X
ajird-1632	33	2	.	.	PUNCT
ajird-1632	33	3	american	american	PROPN
ajird-1632	33	4	journal	journal	PROPN
ajird-1632	33	5	of	of	ADP
ajird-1632	33	6	interdisciplinary	interdisciplinary	ADJ
ajird-1632	33	7	research	research	NOUN
ajird-1632	33	8	and	and	CCONJ
ajird-1632	33	9	development	development	NOUN
ajird-1632	33	10	issn	issn	PROPN
ajird-1632	33	11	online	online	NOUN
ajird-1632	33	12	:	:	PUNCT
ajird-1632	33	13	2771	2771	NUM
ajird-1632	33	14	-	-	SYM
ajird-1632	33	15	8948	8948	NUM
ajird-1632	33	16	website	website	NOUN
ajird-1632	33	17	:	:	PUNCT
ajird-1632	33	18	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-1632	33	19	volume	volume	NOUN
ajird-1632	33	20	46	46	NUM
ajird-1632	33	21	,	,	PUNCT
ajird-1632	33	22	november2025	november2025	PROPN
ajird-1632	33	23	18	18	NUM
ajird-1632	33	24	|	|	ADV
ajird-1632	33	25	p	p	X
ajird-1632	33	26	a	a	DET
ajird-1632	33	27	g	g	NOUN
ajird-1632	33	28	e	e	NOUN
ajird-1632	33	29	this	this	DET
ajird-1632	33	30	paper	paper	NOUN
ajird-1632	33	31	investigates	investigate	VERB
ajird-1632	33	32	whether	whether	SCONJ
ajird-1632	33	33	experimentally	experimentally	ADV
ajird-1632	33	34	derived	derive	VERB
ajird-1632	33	35	fibonacci	fibonacci	NOUN
ajird-1632	33	36	retracement	retracement	NOUN
ajird-1632	33	37	levels	level	NOUN
ajird-1632	33	38	and	and	CCONJ
ajird-1632	33	39	indicator	indicator	NOUN
ajird-1632	33	40	sets	set	NOUN
ajird-1632	33	41	,	,	PUNCT
ajird-1632	33	42	calibrated	calibrate	VERB
ajird-1632	33	43	for	for	ADP
ajird-1632	33	44	crypto	crypto	NOUN
ajird-1632	33	45	markets	market	NOUN
ajird-1632	33	46	,	,	PUNCT
ajird-1632	33	47	can	can	AUX
ajird-1632	33	48	also	also	ADV
ajird-1632	33	49	predict	predict	VERB
ajird-1632	33	50	price	price	NOUN
ajird-1632	33	51	behavior	behavior	NOUN
ajird-1632	33	52	in	in	ADP
ajird-1632	33	53	gold	gold	NOUN
ajird-1632	33	54	.	.	PUNCT
ajird-1632	34	1	the	the	DET
ajird-1632	34	2	hypothesis	hypothesis	NOUN
ajird-1632	34	3	is	be	AUX
ajird-1632	34	4	that	that	SCONJ
ajird-1632	34	5	behavioral	behavioral	ADJ
ajird-1632	34	6	feedback	feedback	NOUN
ajird-1632	34	7	zones	zone	NOUN
ajird-1632	34	8	exist	exist	VERB
ajird-1632	34	9	across	across	ADP
ajird-1632	34	10	both	both	DET
ajird-1632	34	11	markets	market	NOUN
ajird-1632	34	12	,	,	PUNCT
ajird-1632	34	13	justifying	justify	VERB
ajird-1632	34	14	crossasset	crossasset	ADJ
ajird-1632	34	15	analytical	analytical	ADJ
ajird-1632	34	16	models	model	NOUN
ajird-1632	34	17	.	.	PUNCT
ajird-1632	35	1	methodology	methodology	NOUN
ajird-1632	35	2	the	the	DET
ajird-1632	35	3	study	study	NOUN
ajird-1632	35	4	employed	employ	VERB
ajird-1632	35	5	a	a	DET
ajird-1632	35	6	structured	structured	ADJ
ajird-1632	35	7	quantitative	quantitative	ADJ
ajird-1632	35	8	and	and	CCONJ
ajird-1632	35	9	qualitative	qualitative	ADJ
ajird-1632	35	10	methodological	methodological	ADJ
ajird-1632	35	11	framework	framework	NOUN
ajird-1632	35	12	to	to	PART
ajird-1632	35	13	assess	assess	VERB
ajird-1632	35	14	the	the	DET
ajird-1632	35	15	predictive	predictive	ADJ
ajird-1632	35	16	validity	validity	NOUN
ajird-1632	35	17	and	and	CCONJ
ajird-1632	35	18	cross	cross	ADJ
ajird-1632	35	19	-	-	ADJ
ajird-1632	35	20	market	market	ADJ
ajird-1632	35	21	applicability	applicability	NOUN
ajird-1632	35	22	of	of	ADP
ajird-1632	35	23	technical	technical	ADJ
ajird-1632	35	24	analysis	analysis	NOUN
ajird-1632	35	25	tools	tool	NOUN
ajird-1632	35	26	.	.	PUNCT
ajird-1632	36	1	specifically	specifically	ADV
ajird-1632	36	2	,	,	PUNCT
ajird-1632	36	3	a	a	DET
ajird-1632	36	4	dataset	dataset	NOUN
ajird-1632	36	5	comprising	comprise	VERB
ajird-1632	36	6	4	4	NUM
ajird-1632	36	7	-	-	PUNCT
ajird-1632	36	8	hour	hour	NOUN
ajird-1632	36	9	and	and	CCONJ
ajird-1632	36	10	daily	daily	PROPN
ajird-1632	36	11	candlestick	candlestick	PROPN
ajird-1632	36	12	data	datum	NOUN
ajird-1632	36	13	was	be	AUX
ajird-1632	36	14	collected	collect	VERB
ajird-1632	36	15	over	over	ADP
ajird-1632	36	16	a	a	DET
ajird-1632	36	17	four	four	NUM
ajird-1632	36	18	-	-	PUNCT
ajird-1632	36	19	year	year	NOUN
ajird-1632	36	20	period	period	NOUN
ajird-1632	36	21	(	(	PUNCT
ajird-1632	36	22	january	january	PROPN
ajird-1632	36	23	2020	2020	NUM
ajird-1632	36	24	–	–	PUNCT
ajird-1632	36	25	january	january	PROPN
ajird-1632	36	26	2024	2024	NUM
ajird-1632	36	27	)	)	PUNCT
ajird-1632	36	28	across	across	ADP
ajird-1632	36	29	two	two	NUM
ajird-1632	36	30	primary	primary	ADJ
ajird-1632	36	31	asset	asset	NOUN
ajird-1632	36	32	categories	category	NOUN
ajird-1632	36	33	:	:	PUNCT
ajird-1632	36	34	•	•	NUM
ajird-1632	36	35	cryptocurrencies	cryptocurrencie	NOUN
ajird-1632	36	36	:	:	PUNCT
ajird-1632	36	37	btc	btc	PROPN
ajird-1632	36	38	/	/	SYM
ajird-1632	36	39	usdt	usdt	NOUN
ajird-1632	36	40	,	,	PUNCT
ajird-1632	36	41	eth	eth	NOUN
ajird-1632	36	42	/	/	SYM
ajird-1632	36	43	usdt	usdt	NOUN
ajird-1632	36	44	(	(	PUNCT
ajird-1632	36	45	binance	binance	NOUN
ajird-1632	36	46	exchange	exchange	NOUN
ajird-1632	36	47	)	)	PUNCT
ajird-1632	37	1	•	•	ADP
ajird-1632	37	2	precious	precious	ADJ
ajird-1632	37	3	metals	metal	NOUN
ajird-1632	37	4	:	:	PUNCT
ajird-1632	37	5	xau	xau	PROPN
ajird-1632	37	6	/	/	SYM
ajird-1632	37	7	usd	usd	NOUN
ajird-1632	37	8	(	(	PUNCT
ajird-1632	37	9	comex	comex	PROPN
ajird-1632	37	10	and	and	CCONJ
ajird-1632	37	11	london	london	PROPN
ajird-1632	37	12	spot	spot	NOUN
ajird-1632	37	13	markets	market	NOUN
ajird-1632	37	14	)	)	PUNCT
ajird-1632	37	15	a	a	DET
ajird-1632	37	16	multi	multi	ADJ
ajird-1632	37	17	-	-	ADJ
ajird-1632	37	18	stage	stage	ADJ
ajird-1632	37	19	indicator	indicator	NOUN
ajird-1632	37	20	validation	validation	NOUN
ajird-1632	37	21	process	process	NOUN
ajird-1632	37	22	was	be	AUX
ajird-1632	37	23	implemented	implement	VERB
ajird-1632	37	24	.	.	PUNCT
ajird-1632	38	1	initially	initially	ADV
ajird-1632	38	2	,	,	PUNCT
ajird-1632	38	3	conventional	conventional	ADJ
ajird-1632	38	4	technical	technical	ADJ
ajird-1632	38	5	indicators	indicator	NOUN
ajird-1632	38	6	—	—	PUNCT
ajird-1632	38	7	namely	namely	ADV
ajird-1632	38	8	,	,	PUNCT
ajird-1632	38	9	moving	move	VERB
ajird-1632	38	10	averages	average	NOUN
ajird-1632	38	11	(	(	PUNCT
ajird-1632	38	12	periods	period	NOUN
ajird-1632	38	13	20	20	NUM
ajird-1632	38	14	,	,	PUNCT
ajird-1632	38	15	50	50	NUM
ajird-1632	38	16	,	,	PUNCT
ajird-1632	38	17	200	200	NUM
ajird-1632	38	18	)	)	PUNCT
ajird-1632	38	19	,	,	PUNCT
ajird-1632	38	20	rsi	rsi	NOUN
ajird-1632	38	21	(	(	PUNCT
ajird-1632	38	22	relative	relative	ADJ
ajird-1632	38	23	strength	strength	NOUN
ajird-1632	38	24	index	index	NOUN
ajird-1632	38	25	,	,	PUNCT
ajird-1632	38	26	period	period	NOUN
ajird-1632	38	27	14	14	NUM
ajird-1632	38	28	)	)	PUNCT
ajird-1632	38	29	,	,	PUNCT
ajird-1632	38	30	and	and	CCONJ
ajird-1632	38	31	macd	macd	NOUN
ajird-1632	38	32	(	(	PUNCT
ajird-1632	38	33	moving	move	VERB
ajird-1632	38	34	average	average	ADJ
ajird-1632	38	35	convergence	convergence	NOUN
ajird-1632	38	36	divergence)—were	divergence)—were	ADV
ajird-1632	38	37	evaluated	evaluate	VERB
ajird-1632	38	38	to	to	PART
ajird-1632	38	39	establish	establish	VERB
ajird-1632	38	40	baseline	baseline	ADJ
ajird-1632	38	41	model	model	NOUN
ajird-1632	38	42	performance	performance	NOUN
ajird-1632	38	43	.	.	PUNCT
ajird-1632	39	1	in	in	ADP
ajird-1632	39	2	the	the	DET
ajird-1632	39	3	second	second	ADJ
ajird-1632	39	4	phase	phase	NOUN
ajird-1632	39	5	,	,	PUNCT
ajird-1632	39	6	a	a	DET
ajird-1632	39	7	proprietary	proprietary	ADJ
ajird-1632	39	8	set	set	NOUN
ajird-1632	39	9	of	of	ADP
ajird-1632	39	10	experimental	experimental	ADJ
ajird-1632	39	11	fibonacci	fibonacci	NOUN
ajird-1632	39	12	levels	level	NOUN
ajird-1632	39	13	(	(	PUNCT
ajird-1632	39	14	e.g.	e.g.	ADV
ajird-1632	39	15	,	,	PUNCT
ajird-1632	39	16	0.5993	0.5993	NUM
ajird-1632	39	17	,	,	PUNCT
ajird-1632	39	18	1.1987	1.1987	NUM
ajird-1632	39	19	,	,	PUNCT
ajird-1632	39	20	1.5993	1.5993	NUM
ajird-1632	39	21	)	)	PUNCT
ajird-1632	39	22	was	be	AUX
ajird-1632	39	23	overlaid	overlay	VERB
ajird-1632	39	24	to	to	PART
ajird-1632	39	25	test	test	VERB
ajird-1632	39	26	for	for	ADP
ajird-1632	39	27	enhanced	enhanced	ADJ
ajird-1632	39	28	signal	signal	NOUN
ajird-1632	39	29	precision	precision	NOUN
ajird-1632	39	30	and	and	CCONJ
ajird-1632	39	31	behavioral	behavioral	ADJ
ajird-1632	39	32	zone	zone	NOUN
ajird-1632	39	33	alignment	alignment	NOUN
ajird-1632	39	34	.	.	PUNCT
ajird-1632	40	1	backtesting	backtesting	NOUN
ajird-1632	40	2	was	be	AUX
ajird-1632	40	3	conducted	conduct	VERB
ajird-1632	40	4	using	use	VERB
ajird-1632	40	5	three	three	NUM
ajird-1632	40	6	platforms	platform	NOUN
ajird-1632	40	7	to	to	PART
ajird-1632	40	8	ensure	ensure	VERB
ajird-1632	40	9	model	model	NOUN
ajird-1632	40	10	robustness	robustness	NOUN
ajird-1632	40	11	and	and	CCONJ
ajird-1632	40	12	platform	platform	NOUN
ajird-1632	40	13	neutrality	neutrality	NOUN
ajird-1632	40	14	:	:	PUNCT
ajird-1632	40	15	tradingview	tradingview	NOUN
ajird-1632	40	16	,	,	PUNCT
ajird-1632	40	17	metatrader	metatrader	NOUN
ajird-1632	40	18	5	5	NUM
ajird-1632	40	19	,	,	PUNCT
ajird-1632	40	20	and	and	CCONJ
ajird-1632	40	21	python	python	NOUN
ajird-1632	40	22	(	(	PUNCT
ajird-1632	40	23	leveraging	leverage	VERB
ajird-1632	40	24	pandas	panda	NOUN
ajird-1632	40	25	and	and	CCONJ
ajird-1632	40	26	ta	ta	NOUN
ajird-1632	40	27	-	-	PUNCT
ajird-1632	40	28	lib	lib	PROPN
ajird-1632	40	29	libraries	library	NOUN
ajird-1632	40	30	)	)	PUNCT
ajird-1632	40	31	.	.	PUNCT
ajird-1632	41	1	each	each	DET
ajird-1632	41	2	indicator	indicator	NOUN
ajird-1632	41	3	’s	’s	PART
ajird-1632	41	4	performance	performance	NOUN
ajird-1632	41	5	was	be	AUX
ajird-1632	41	6	assessed	assess	VERB
ajird-1632	41	7	through	through	ADP
ajird-1632	41	8	:	:	PUNCT
ajird-1632	41	9	•	•	NUM
ajird-1632	41	10	multi	multi	ADJ
ajird-1632	41	11	-	-	ADJ
ajird-1632	41	12	indicator	indicator	ADJ
ajird-1632	41	13	convergence	convergence	NOUN
ajird-1632	41	14	analysis	analysis	NOUN
ajird-1632	41	15	•	•	NOUN
ajird-1632	41	16	win	win	NOUN
ajird-1632	41	17	-	-	PUNCT
ajird-1632	41	18	rate	rate	NOUN
ajird-1632	41	19	benchmarking	benchmarke	VERB
ajird-1632	41	20	over	over	ADP
ajird-1632	41	21	250	250	NUM
ajird-1632	41	22	+	+	NUM
ajird-1632	41	23	trades	trade	NOUN
ajird-1632	41	24	per	per	ADP
ajird-1632	41	25	asset	asset	NOUN
ajird-1632	41	26	•	•	NOUN
ajird-1632	41	27	volatility	volatility	NOUN
ajird-1632	41	28	-	-	PUNCT
ajird-1632	41	29	adjusted	adjust	VERB
ajird-1632	41	30	return	return	NOUN
ajird-1632	41	31	-	-	PUNCT
ajird-1632	41	32	on	on	ADP
ajird-1632	41	33	-	-	PUNCT
ajird-1632	41	34	risk	risk	NOUN
ajird-1632	41	35	metrics	metric	NOUN
ajird-1632	41	36	furthermore	furthermore	ADV
ajird-1632	41	37	,	,	PUNCT
ajird-1632	41	38	contextual	contextual	ADJ
ajird-1632	41	39	filters	filter	NOUN
ajird-1632	41	40	such	such	ADJ
ajird-1632	41	41	as	as	ADP
ajird-1632	41	42	macroeconomic	macroeconomic	ADJ
ajird-1632	41	43	sentiment	sentiment	NOUN
ajird-1632	41	44	for	for	ADP
ajird-1632	41	45	gold	gold	NOUN
ajird-1632	41	46	and	and	CCONJ
ajird-1632	41	47	network	network	NOUN
ajird-1632	41	48	activity	activity	NOUN
ajird-1632	41	49	metrics	metric	NOUN
ajird-1632	41	50	for	for	ADP
ajird-1632	41	51	crypto	crypto	NOUN
ajird-1632	41	52	assets	asset	NOUN
ajird-1632	41	53	were	be	AUX
ajird-1632	41	54	integrated	integrate	VERB
ajird-1632	41	55	to	to	PART
ajird-1632	41	56	refine	refine	VERB
ajird-1632	41	57	model	model	NOUN
ajird-1632	41	58	sensitivity	sensitivity	NOUN
ajird-1632	41	59	.	.	PUNCT
ajird-1632	42	1	this	this	DET
ajird-1632	42	2	hybrid	hybrid	ADJ
ajird-1632	42	3	approach	approach	NOUN
ajird-1632	42	4	enabled	enable	VERB
ajird-1632	42	5	both	both	DET
ajird-1632	42	6	mechanical	mechanical	ADJ
ajird-1632	42	7	validation	validation	NOUN
ajird-1632	42	8	and	and	CCONJ
ajird-1632	42	9	behavioral	behavioral	ADJ
ajird-1632	42	10	interpretation	interpretation	NOUN
ajird-1632	42	11	,	,	PUNCT
ajird-1632	42	12	facilitating	facilitate	VERB
ajird-1632	42	13	insights	insight	NOUN
ajird-1632	42	14	into	into	ADP
ajird-1632	42	15	market	market	NOUN
ajird-1632	42	16	-	-	PUNCT
ajird-1632	42	17	specific	specific	ADJ
ajird-1632	42	18	indicator	indicator	NOUN
ajird-1632	42	19	efficacy	efficacy	NOUN
ajird-1632	42	20	.	.	PUNCT
ajird-1632	43	1	used	use	VERB
ajird-1632	43	2	4	4	NUM
ajird-1632	43	3	-	-	PUNCT
ajird-1632	43	4	hour	hour	NOUN
ajird-1632	43	5	and	and	CCONJ
ajird-1632	43	6	daily	daily	ADJ
ajird-1632	43	7	candle	candle	NOUN
ajird-1632	43	8	data	datum	NOUN
ajird-1632	43	9	between	between	ADP
ajird-1632	43	10	january	january	PROPN
ajird-1632	43	11	2020	2020	NUM
ajird-1632	43	12	and	and	CCONJ
ajird-1632	43	13	january	january	PROPN
ajird-1632	43	14	2024	2024	NUM
ajird-1632	43	15	across	across	ADP
ajird-1632	43	16	:	:	PUNCT
ajird-1632	43	17	•	•	NUM
ajird-1632	43	18	btc	btc	NOUN
ajird-1632	43	19	/	/	SYM
ajird-1632	43	20	usdt	usdt	NOUN
ajird-1632	43	21	,	,	PUNCT
ajird-1632	43	22	eth	eth	NOUN
ajird-1632	43	23	/	/	SYM
ajird-1632	43	24	usdt	usdt	NOUN
ajird-1632	43	25	(	(	PUNCT
ajird-1632	43	26	binance	binance	NOUN
ajird-1632	43	27	)	)	PUNCT
ajird-1632	43	28	•	•	ADV
ajird-1632	43	29	xau	xau	PROPN
ajird-1632	43	30	/	/	SYM
ajird-1632	43	31	usd	usd	NOUN
ajird-1632	43	32	(	(	PUNCT
ajird-1632	43	33	comex	comex	PROPN
ajird-1632	43	34	/	/	SYM
ajird-1632	43	35	london	london	PROPN
ajird-1632	43	36	spot	spot	NOUN
ajird-1632	43	37	)	)	PUNCT
ajird-1632	43	38	indicators	indicator	NOUN
ajird-1632	43	39	tested	test	VERB
ajird-1632	43	40	:	:	PUNCT
ajird-1632	43	41	•	•	ADV
ajird-1632	43	42	moving	move	VERB
ajird-1632	43	43	averages	average	NOUN
ajird-1632	43	44	(	(	PUNCT
ajird-1632	43	45	20	20	NUM
ajird-1632	43	46	,	,	PUNCT
ajird-1632	43	47	50	50	NUM
ajird-1632	43	48	,	,	PUNCT
ajird-1632	43	49	200	200	NUM
ajird-1632	43	50	)	)	PUNCT
ajird-1632	43	51	•	•	NUM
ajird-1632	43	52	rsi	rsi	NOUN
ajird-1632	43	53	(	(	PUNCT
ajird-1632	43	54	14	14	NUM
ajird-1632	43	55	)	)	PUNCT
ajird-1632	43	56	,	,	PUNCT
ajird-1632	43	57	macd	macd	NOUN
ajird-1632	43	58	•	•	NUM
ajird-1632	43	59	experimental	experimental	ADJ
ajird-1632	43	60	fibonacci	fibonacci	NOUN
ajird-1632	43	61	levels	level	NOUN
ajird-1632	43	62	:	:	PUNCT
ajird-1632	43	63	0.5993	0.5993	NUM
ajird-1632	43	64	,	,	PUNCT
ajird-1632	43	65	1.1987	1.1987	NUM
ajird-1632	43	66	,	,	PUNCT
ajird-1632	43	67	1.5993	1.5993	NUM
ajird-1632	43	68	,	,	PUNCT
ajird-1632	43	69	etc	etc	X
ajird-1632	43	70	.	.	X
ajird-1632	43	71	backtests	backtest	NOUN
ajird-1632	43	72	were	be	AUX
ajird-1632	43	73	performed	perform	VERB
ajird-1632	43	74	using	use	VERB
ajird-1632	43	75	tradingview	tradingview	NOUN
ajird-1632	43	76	,	,	PUNCT
ajird-1632	43	77	metatrader	metatrader	NOUN
ajird-1632	43	78	5	5	NUM
ajird-1632	43	79	,	,	PUNCT
ajird-1632	43	80	and	and	CCONJ
ajird-1632	43	81	python	python	NOUN
ajird-1632	43	82	(	(	PUNCT
ajird-1632	43	83	pandas	panda	NOUN
ajird-1632	43	84	+	+	CCONJ
ajird-1632	43	85	talib	talib	NOUN
ajird-1632	43	86	)	)	PUNCT
ajird-1632	43	87	.	.	PUNCT
ajird-1632	44	1	signal	signal	ADJ
ajird-1632	44	2	validity	validity	NOUN
ajird-1632	44	3	was	be	AUX
ajird-1632	44	4	confirmed	confirm	VERB
ajird-1632	44	5	using	use	VERB
ajird-1632	44	6	multi	multi	ADJ
ajird-1632	44	7	-	-	ADJ
ajird-1632	44	8	indicator	indicator	ADJ
ajird-1632	44	9	convergence	convergence	NOUN
ajird-1632	44	10	and	and	CCONJ
ajird-1632	44	11	win	win	NOUN
ajird-1632	44	12	-	-	PUNCT
ajird-1632	44	13	rate	rate	NOUN
ajird-1632	44	14	analysis	analysis	NOUN
ajird-1632	44	15	over	over	ADP
ajird-1632	44	16	250	250	NUM
ajird-1632	44	17	+	+	NUM
ajird-1632	44	18	sample	sample	NOUN
ajird-1632	44	19	trades	trade	NOUN
ajird-1632	44	20	per	per	ADP
ajird-1632	44	21	asset	asset	NOUN
ajird-1632	44	22	[	[	X
ajird-1632	44	23	5	5	NUM
ajird-1632	44	24	]	]	PUNCT
ajird-1632	44	25	.	.	PUNCT
ajird-1632	45	1	5	5	NUM
ajird-1632	45	2	hughes	hughe	NOUN
ajird-1632	45	3	,	,	PUNCT
ajird-1632	45	4	l.	l.	PROPN
ajird-1632	45	5	(	(	PUNCT
ajird-1632	45	6	2021	2021	NUM
ajird-1632	45	7	)	)	PUNCT
ajird-1632	45	8	.	.	PUNCT
ajird-1632	46	1	backtesting	backteste	VERB
ajird-1632	46	2	for	for	ADP
ajird-1632	46	3	behavioral	behavioral	ADJ
ajird-1632	46	4	trading	trading	NOUN
ajird-1632	46	5	.	.	PUNCT
ajird-1632	47	1	london	london	PROPN
ajird-1632	47	2	quantitative	quantitative	ADJ
ajird-1632	47	3	finance	finance	PROPN
ajird-1632	47	4	institute	institute	PROPN
ajird-1632	47	5	.	.	PUNCT
ajird-1632	48	1	pp	pp	X
ajird-1632	48	2	.	.	PUNCT
ajird-1632	49	1	33–57	33–57	NUM
ajird-1632	49	2	.	.	PUNCT
ajird-1632	50	1	american	american	PROPN
ajird-1632	50	2	journal	journal	PROPN
ajird-1632	50	3	of	of	ADP
ajird-1632	50	4	interdisciplinary	interdisciplinary	ADJ
ajird-1632	50	5	research	research	NOUN
ajird-1632	50	6	and	and	CCONJ
ajird-1632	50	7	development	development	NOUN
ajird-1632	50	8	issn	issn	PROPN
ajird-1632	50	9	online	online	NOUN
ajird-1632	50	10	:	:	PUNCT
ajird-1632	50	11	2771	2771	NUM
ajird-1632	50	12	-	-	SYM
ajird-1632	50	13	8948	8948	NUM
ajird-1632	50	14	website	website	NOUN
ajird-1632	50	15	:	:	PUNCT
ajird-1632	50	16	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-1632	50	17	volume	volume	NOUN
ajird-1632	50	18	46	46	NUM
ajird-1632	50	19	,	,	PUNCT
ajird-1632	50	20	november2025	november2025	PROPN
ajird-1632	50	21	19	19	NUM
ajird-1632	50	22	|	|	ADV
ajird-1632	50	23	p	p	NOUN
ajird-1632	50	24	a	a	DET
ajird-1632	50	25	g	g	NOUN
ajird-1632	50	26	e	e	NOUN
ajird-1632	50	27	results	result	VERB
ajird-1632	50	28	the	the	DET
ajird-1632	50	29	experimental	experimental	ADJ
ajird-1632	50	30	fibonacci	fibonacci	NOUN
ajird-1632	50	31	levels	level	NOUN
ajird-1632	50	32	demonstrated	demonstrate	VERB
ajird-1632	50	33	significantly	significantly	ADV
ajird-1632	50	34	greater	great	ADJ
ajird-1632	50	35	precision	precision	NOUN
ajird-1632	50	36	in	in	ADP
ajird-1632	50	37	identifying	identify	VERB
ajird-1632	50	38	dynamic	dynamic	ADJ
ajird-1632	50	39	pivot	pivot	NOUN
ajird-1632	50	40	zones	zone	NOUN
ajird-1632	50	41	and	and	CCONJ
ajird-1632	50	42	behavioral	behavioral	ADJ
ajird-1632	50	43	liquidity	liquidity	NOUN
ajird-1632	50	44	thresholds	threshold	NOUN
ajird-1632	50	45	across	across	ADP
ajird-1632	50	46	both	both	DET
ajird-1632	50	47	markets	market	NOUN
ajird-1632	50	48	.	.	PUNCT
ajird-1632	51	1	this	this	PRON
ajird-1632	51	2	was	be	AUX
ajird-1632	51	3	especially	especially	ADV
ajird-1632	51	4	evident	evident	ADJ
ajird-1632	51	5	during	during	ADP
ajird-1632	51	6	high	high	ADJ
ajird-1632	51	7	-	-	PUNCT
ajird-1632	51	8	volatility	volatility	NOUN
ajird-1632	51	9	phases	phase	NOUN
ajird-1632	51	10	in	in	ADP
ajird-1632	51	11	the	the	DET
ajird-1632	51	12	cryptocurrency	cryptocurrency	NOUN
ajird-1632	51	13	sector	sector	NOUN
ajird-1632	51	14	and	and	CCONJ
ajird-1632	51	15	during	during	ADP
ajird-1632	51	16	macroeconomic	macroeconomic	ADJ
ajird-1632	51	17	inflection	inflection	NOUN
ajird-1632	51	18	points	point	NOUN
ajird-1632	51	19	in	in	ADP
ajird-1632	51	20	the	the	DET
ajird-1632	51	21	gold	gold	NOUN
ajird-1632	51	22	market	market	NOUN
ajird-1632	51	23	.	.	PUNCT
ajird-1632	52	1	•	•	NUM
ajird-1632	52	2	in	in	ADP
ajird-1632	52	3	the	the	DET
ajird-1632	52	4	cryptocurrency	cryptocurrency	NOUN
ajird-1632	52	5	domain	domain	NOUN
ajird-1632	52	6	,	,	PUNCT
ajird-1632	52	7	btc	btc	ADJ
ajird-1632	52	8	/	/	SYM
ajird-1632	52	9	usdt	usdt	NOUN
ajird-1632	52	10	and	and	CCONJ
ajird-1632	52	11	eth	eth	NOUN
ajird-1632	52	12	/	/	SYM
ajird-1632	52	13	usdt	usdt	NOUN
ajird-1632	52	14	consistently	consistently	ADV
ajird-1632	52	15	reacted	react	VERB
ajird-1632	52	16	to	to	ADP
ajird-1632	52	17	the	the	DET
ajird-1632	52	18	experimental	experimental	ADJ
ajird-1632	52	19	0.5993	0.5993	NUM
ajird-1632	52	20	and	and	CCONJ
ajird-1632	52	21	1.1987	1.1987	NUM
ajird-1632	52	22	levels	level	NOUN
ajird-1632	52	23	during	during	ADP
ajird-1632	52	24	periods	period	NOUN
ajird-1632	52	25	of	of	ADP
ajird-1632	52	26	trend	trend	NOUN
ajird-1632	52	27	reversals	reversal	NOUN
ajird-1632	52	28	and	and	CCONJ
ajird-1632	52	29	mid	mid	ADJ
ajird-1632	52	30	-	-	ADJ
ajird-1632	52	31	cycle	cycle	NOUN
ajird-1632	52	32	consolidations	consolidation	NOUN
ajird-1632	52	33	(	(	PUNCT
ajird-1632	52	34	notably	notably	ADV
ajird-1632	52	35	q2	q2	NOUN
ajird-1632	52	36	–	–	PUNCT
ajird-1632	52	37	q3	q3	NOUN
ajird-1632	52	38	2021	2021	NUM
ajird-1632	52	39	)	)	PUNCT
ajird-1632	52	40	,	,	PUNCT
ajird-1632	52	41	confirming	confirm	VERB
ajird-1632	52	42	the	the	DET
ajird-1632	52	43	psychological	psychological	ADJ
ajird-1632	52	44	salience	salience	NOUN
ajird-1632	52	45	of	of	ADP
ajird-1632	52	46	these	these	DET
ajird-1632	52	47	nonstandard	nonstandard	ADJ
ajird-1632	52	48	retracement	retracement	NOUN
ajird-1632	52	49	values	value	NOUN
ajird-1632	52	50	.	.	PUNCT
ajird-1632	53	1	•	•	NUM
ajird-1632	53	2	gold	gold	NOUN
ajird-1632	53	3	(	(	PUNCT
ajird-1632	53	4	xau	xau	X
ajird-1632	53	5	/	/	SYM
ajird-1632	53	6	usd	usd	NOUN
ajird-1632	53	7	)	)	PUNCT
ajird-1632	53	8	,	,	PUNCT
ajird-1632	53	9	traditionally	traditionally	ADV
ajird-1632	53	10	characterized	characterize	VERB
ajird-1632	53	11	by	by	ADP
ajird-1632	53	12	macro	macro	ADJ
ajird-1632	53	13	-	-	ADJ
ajird-1632	53	14	driven	drive	VERB
ajird-1632	53	15	momentum	momentum	NOUN
ajird-1632	53	16	,	,	PUNCT
ajird-1632	53	17	showed	show	VERB
ajird-1632	53	18	congruent	congruent	ADJ
ajird-1632	53	19	behavior	behavior	NOUN
ajird-1632	53	20	at	at	ADP
ajird-1632	53	21	the	the	DET
ajird-1632	53	22	1.1987	1.1987	NUM
ajird-1632	53	23	level	level	NOUN
ajird-1632	53	24	,	,	PUNCT
ajird-1632	53	25	which	which	PRON
ajird-1632	53	26	acted	act	VERB
ajird-1632	53	27	as	as	ADP
ajird-1632	53	28	a	a	DET
ajird-1632	53	29	resistance	resistance	NOUN
ajird-1632	53	30	zone	zone	NOUN
ajird-1632	53	31	during	during	ADP
ajird-1632	53	32	geopolitical	geopolitical	ADJ
ajird-1632	53	33	instability	instability	NOUN
ajird-1632	53	34	in	in	ADP
ajird-1632	53	35	early	early	ADJ
ajird-1632	53	36	2023	2023	NUM
ajird-1632	53	37	.	.	PUNCT
ajird-1632	54	1	the	the	DET
ajird-1632	54	2	0.3973	0.3973	NUM
ajird-1632	54	3	captured	capture	VERB
ajird-1632	54	4	minor	minor	ADJ
ajird-1632	54	5	pullbacks	pullback	NOUN
ajird-1632	54	6	during	during	ADP
ajird-1632	54	7	geopolitical	geopolitical	ADJ
ajird-1632	54	8	volatility	volatility	NOUN
ajird-1632	54	9	[	[	X
ajird-1632	54	10	6	6	NUM
ajird-1632	54	11	]	]	PUNCT
ajird-1632	54	12	.	.	PUNCT
ajird-1632	55	1	key	key	ADJ
ajird-1632	55	2	findings	finding	NOUN
ajird-1632	55	3	:	:	PUNCT
ajird-1632	55	4	•	•	NUM
ajird-1632	55	5	classical	classical	ADJ
ajird-1632	55	6	retracement	retracement	NOUN
ajird-1632	55	7	levels	level	NOUN
ajird-1632	55	8	,	,	PUNCT
ajird-1632	55	9	such	such	ADJ
ajird-1632	55	10	as	as	ADP
ajird-1632	55	11	38.2	38.2	NUM
ajird-1632	55	12	%	%	NOUN
ajird-1632	55	13	and	and	CCONJ
ajird-1632	55	14	61.8	61.8	NUM
ajird-1632	55	15	%	%	NOUN
ajird-1632	55	16	,	,	PUNCT
ajird-1632	55	17	exhibited	exhibit	VERB
ajird-1632	55	18	limited	limited	ADJ
ajird-1632	55	19	effectiveness	effectiveness	NOUN
ajird-1632	55	20	in	in	ADP
ajird-1632	55	21	cryptocurrency	cryptocurrency	NOUN
ajird-1632	55	22	markets	market	NOUN
ajird-1632	55	23	,	,	PUNCT
ajird-1632	55	24	primarily	primarily	ADV
ajird-1632	55	25	due	due	ADP
ajird-1632	55	26	to	to	ADP
ajird-1632	55	27	frequent	frequent	ADJ
ajird-1632	55	28	volatility	volatility	NOUN
ajird-1632	55	29	overshoots	overshoot	NOUN
ajird-1632	55	30	and	and	CCONJ
ajird-1632	55	31	rapid	rapid	ADJ
ajird-1632	55	32	sentiment	sentiment	NOUN
ajird-1632	55	33	-	-	PUNCT
ajird-1632	55	34	driven	drive	VERB
ajird-1632	55	35	fluctuations	fluctuation	NOUN
ajird-1632	55	36	that	that	PRON
ajird-1632	55	37	surpassed	surpass	VERB
ajird-1632	55	38	traditional	traditional	ADJ
ajird-1632	55	39	support	support	NOUN
ajird-1632	55	40	and	and	CCONJ
ajird-1632	55	41	resistance	resistance	NOUN
ajird-1632	55	42	zones	zone	NOUN
ajird-1632	55	43	.	.	PUNCT
ajird-1632	56	1	•	•	NUM
ajird-1632	56	2	the	the	DET
ajird-1632	56	3	integration	integration	NOUN
ajird-1632	56	4	of	of	ADP
ajird-1632	56	5	relative	relative	ADJ
ajird-1632	56	6	strength	strength	NOUN
ajird-1632	56	7	index	index	NOUN
ajird-1632	56	8	(	(	PUNCT
ajird-1632	56	9	rsi	rsi	NOUN
ajird-1632	56	10	)	)	PUNCT
ajird-1632	56	11	divergence	divergence	NOUN
ajird-1632	56	12	with	with	ADP
ajird-1632	56	13	fibonacci	fibonacci	NOUN
ajird-1632	56	14	cluster	cluster	NOUN
ajird-1632	56	15	zones	zone	NOUN
ajird-1632	56	16	generated	generate	VERB
ajird-1632	56	17	statistically	statistically	ADV
ajird-1632	56	18	robust	robust	ADJ
ajird-1632	56	19	entry	entry	NOUN
ajird-1632	56	20	signals	signal	NOUN
ajird-1632	56	21	,	,	PUNCT
ajird-1632	56	22	enhancing	enhance	VERB
ajird-1632	56	23	trade	trade	NOUN
ajird-1632	56	24	accuracy	accuracy	NOUN
ajird-1632	56	25	and	and	CCONJ
ajird-1632	56	26	improving	improve	VERB
ajird-1632	56	27	the	the	DET
ajird-1632	56	28	risk	risk	NOUN
ajird-1632	56	29	-	-	PUNCT
ajird-1632	56	30	to	to	ADP
ajird-1632	56	31	-	-	PUNCT
ajird-1632	56	32	reward	reward	NOUN
ajird-1632	56	33	ratio	ratio	NOUN
ajird-1632	56	34	.	.	PUNCT
ajird-1632	57	1	this	this	DET
ajird-1632	57	2	combination	combination	NOUN
ajird-1632	57	3	exploited	exploit	VERB
ajird-1632	57	4	momentum	momentum	NOUN
ajird-1632	57	5	exhaustion	exhaustion	NOUN
ajird-1632	57	6	points	point	NOUN
ajird-1632	57	7	and	and	CCONJ
ajird-1632	57	8	psychological	psychological	ADJ
ajird-1632	57	9	pivot	pivot	NOUN
ajird-1632	57	10	areas	area	NOUN
ajird-1632	57	11	,	,	PUNCT
ajird-1632	57	12	resulting	result	VERB
ajird-1632	57	13	in	in	ADP
ajird-1632	57	14	a	a	DET
ajird-1632	57	15	measurable	measurable	ADJ
ajird-1632	57	16	increase	increase	NOUN
ajird-1632	57	17	in	in	ADP
ajird-1632	57	18	win	win	NOUN
ajird-1632	57	19	-	-	PUNCT
ajird-1632	57	20	rate	rate	NOUN
ajird-1632	57	21	consistency	consistency	NOUN
ajird-1632	57	22	across	across	ADP
ajird-1632	57	23	varying	vary	VERB
ajird-1632	57	24	market	market	NOUN
ajird-1632	57	25	conditions	condition	NOUN
ajird-1632	57	26	.	.	PUNCT
ajird-1632	58	1	•	•	NUM
ajird-1632	58	2	comprehensive	comprehensive	ADJ
ajird-1632	58	3	mapping	mapping	NOUN
ajird-1632	58	4	of	of	ADP
ajird-1632	58	5	market	market	NOUN
ajird-1632	58	6	structure	structure	NOUN
ajird-1632	58	7	revealed	reveal	VERB
ajird-1632	58	8	fractal	fractal	ADJ
ajird-1632	58	9	-	-	PUNCT
ajird-1632	58	10	like	like	ADJ
ajird-1632	58	11	price	price	NOUN
ajird-1632	58	12	behaviors	behavior	NOUN
ajird-1632	58	13	in	in	ADP
ajird-1632	58	14	both	both	CCONJ
ajird-1632	58	15	cryptocurrency	cryptocurrency	NOUN
ajird-1632	58	16	and	and	CCONJ
ajird-1632	58	17	gold	gold	NOUN
ajird-1632	58	18	assets	asset	NOUN
ajird-1632	58	19	,	,	PUNCT
ajird-1632	58	20	strongly	strongly	ADV
ajird-1632	58	21	aligning	align	VERB
ajird-1632	58	22	with	with	ADP
ajird-1632	58	23	mandelbrot	mandelbrot	PROPN
ajird-1632	58	24	’s	’s	PART
ajird-1632	58	25	fractal	fractal	ADJ
ajird-1632	58	26	theory	theory	NOUN
ajird-1632	58	27	.	.	PUNCT
ajird-1632	59	1	this	this	PRON
ajird-1632	59	2	suggests	suggest	VERB
ajird-1632	59	3	that	that	SCONJ
ajird-1632	59	4	price	price	NOUN
ajird-1632	59	5	patterns	pattern	NOUN
ajird-1632	59	6	are	be	AUX
ajird-1632	59	7	self	self	NOUN
ajird-1632	59	8	-	-	PUNCT
ajird-1632	59	9	similar	similar	ADJ
ajird-1632	59	10	across	across	ADP
ajird-1632	59	11	timeframes	timeframe	NOUN
ajird-1632	59	12	,	,	PUNCT
ajird-1632	59	13	reflecting	reflect	VERB
ajird-1632	59	14	the	the	DET
ajird-1632	59	15	intrinsic	intrinsic	ADJ
ajird-1632	59	16	complexity	complexity	NOUN
ajird-1632	59	17	and	and	CCONJ
ajird-1632	59	18	scaling	scale	VERB
ajird-1632	59	19	laws	law	NOUN
ajird-1632	59	20	of	of	ADP
ajird-1632	59	21	financial	financial	ADJ
ajird-1632	59	22	markets[7	markets[7	NOUN
ajird-1632	59	23	]	]	PUNCT
ajird-1632	59	24	.	.	PUNCT
ajird-1632	60	1	1	1	NUM
ajird-1632	60	2	-	-	PUNCT
ajird-1632	60	3	figure	figure	NOUN
ajird-1632	60	4	6	6	NUM
ajird-1632	60	5	saito	saito	PROPN
ajird-1632	60	6	,	,	PUNCT
ajird-1632	60	7	k.	k.	PROPN
ajird-1632	60	8	(	(	PUNCT
ajird-1632	60	9	2022	2022	NUM
ajird-1632	60	10	)	)	PUNCT
ajird-1632	60	11	.	.	PUNCT
ajird-1632	61	1	commodity	commodity	NOUN
ajird-1632	61	2	flow	flow	NOUN
ajird-1632	61	3	and	and	CCONJ
ajird-1632	61	4	technical	technical	ADJ
ajird-1632	61	5	structure	structure	NOUN
ajird-1632	61	6	of	of	ADP
ajird-1632	61	7	gold	gold	NOUN
ajird-1632	61	8	markets	market	NOUN
ajird-1632	61	9	.	.	PUNCT
ajird-1632	62	1	tokyo	tokyo	PROPN
ajird-1632	62	2	university	university	PROPN
ajird-1632	62	3	of	of	ADP
ajird-1632	62	4	economics	economic	NOUN
ajird-1632	62	5	.	.	PUNCT
ajird-1632	63	1	pp	pp	ADV
ajird-1632	63	2	.	.	PUNCT
ajird-1632	64	1	77–101	77–101	NOUN
ajird-1632	64	2	7	7	NUM
ajird-1632	64	3	li	li	NOUN
ajird-1632	64	4	,	,	PUNCT
ajird-1632	64	5	x.	x.	NOUN
ajird-1632	64	6	(	(	PUNCT
ajird-1632	64	7	2023	2023	NUM
ajird-1632	64	8	)	)	PUNCT
ajird-1632	64	9	.	.	PUNCT
ajird-1632	65	1	fractal	fractal	ADJ
ajird-1632	65	2	indicators	indicator	NOUN
ajird-1632	65	3	and	and	CCONJ
ajird-1632	65	4	cryptocurrency	cryptocurrency	NOUN
ajird-1632	65	5	pattern	pattern	NOUN
ajird-1632	65	6	recognition	recognition	NOUN
ajird-1632	65	7	.	.	PUNCT
ajird-1632	66	1	ieee	ieee	NOUN
ajird-1632	66	2	transactions	transaction	NOUN
ajird-1632	66	3	on	on	ADP
ajird-1632	66	4	financial	financial	ADJ
ajird-1632	66	5	computing	computing	NOUN
ajird-1632	66	6	.	.	PUNCT
ajird-1632	67	1	vol	vol	NOUN
ajird-1632	67	2	.	.	PUNCT
ajird-1632	68	1	14(1	14(1	NUM
ajird-1632	68	2	)	)	PUNCT
ajird-1632	68	3	,	,	PUNCT
ajird-1632	68	4	pp	pp	ADJ
ajird-1632	68	5	.	.	PUNCT
ajird-1632	69	1	44–63	44–63	NUM
ajird-1632	69	2	.	.	PUNCT
ajird-1632	70	1	american	american	PROPN
ajird-1632	70	2	journal	journal	PROPN
ajird-1632	70	3	of	of	ADP
ajird-1632	70	4	interdisciplinary	interdisciplinary	ADJ
ajird-1632	70	5	research	research	NOUN
ajird-1632	70	6	and	and	CCONJ
ajird-1632	70	7	development	development	NOUN
ajird-1632	70	8	issn	issn	PROPN
ajird-1632	70	9	online	online	NOUN
ajird-1632	70	10	:	:	PUNCT
ajird-1632	70	11	2771	2771	NUM
ajird-1632	70	12	-	-	SYM
ajird-1632	70	13	8948	8948	NUM
ajird-1632	70	14	website	website	NOUN
ajird-1632	70	15	:	:	PUNCT
ajird-1632	70	16	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-1632	70	17	volume	volume	NOUN
ajird-1632	70	18	46	46	NUM
ajird-1632	70	19	,	,	PUNCT
ajird-1632	70	20	november2025	november2025	PROPN
ajird-1632	70	21	20	20	NUM
ajird-1632	71	1	|	|	ADV
ajird-1632	71	2	p	p	X
ajird-1632	71	3	a	a	DET
ajird-1632	71	4	g	g	NOUN
ajird-1632	71	5	e	e	NOUN
ajird-1632	71	6	figure	figure	NOUN
ajird-1632	71	7	1	1	NUM
ajird-1632	71	8	.	.	PUNCT
ajird-1632	72	1	technical	technical	ADJ
ajird-1632	72	2	analysis	analysis	NOUN
ajird-1632	72	3	of	of	ADP
ajird-1632	72	4	xau	xau	X
ajird-1632	72	5	/	/	SYM
ajird-1632	72	6	usd	usd	NOUN
ajird-1632	72	7	using	use	VERB
ajird-1632	72	8	experimental	experimental	ADJ
ajird-1632	72	9	fibonacci	fibonacci	NOUN
ajird-1632	72	10	levels	level	NOUN
ajird-1632	72	11	on	on	ADP
ajird-1632	72	12	h4	h4	PROPN
ajird-1632	72	13	timeframe	timeframe	NOUN
ajird-1632	72	14	(	(	PUNCT
ajird-1632	72	15	metatrader	metatrader	NOUN
ajird-1632	72	16	5	5	NUM
ajird-1632	72	17	)	)	PUNCT
ajird-1632	72	18	.	.	PUNCT
ajird-1632	73	1	this	this	DET
ajird-1632	73	2	chart	chart	NOUN
ajird-1632	73	3	presents	present	VERB
ajird-1632	73	4	a	a	DET
ajird-1632	73	5	deeply	deeply	ADV
ajird-1632	73	6	analytical	analytical	ADJ
ajird-1632	73	7	and	and	CCONJ
ajird-1632	73	8	empirically	empirically	ADV
ajird-1632	73	9	grounded	ground	VERB
ajird-1632	73	10	examination	examination	NOUN
ajird-1632	73	11	of	of	ADP
ajird-1632	73	12	the	the	DET
ajird-1632	73	13	gold	gold	NOUN
ajird-1632	73	14	market	market	NOUN
ajird-1632	73	15	(	(	PUNCT
ajird-1632	73	16	xau	xau	X
ajird-1632	73	17	/	/	SYM
ajird-1632	73	18	usd	usd	NOUN
ajird-1632	73	19	)	)	PUNCT
ajird-1632	73	20	utilizing	utilize	VERB
ajird-1632	73	21	experimentally	experimentally	ADV
ajird-1632	73	22	derived	derive	VERB
ajird-1632	73	23	fibonacci	fibonacci	NOUN
ajird-1632	73	24	retracement	retracement	NOUN
ajird-1632	73	25	levels	level	NOUN
ajird-1632	73	26	,	,	PUNCT
ajird-1632	73	27	which	which	PRON
ajird-1632	73	28	are	be	AUX
ajird-1632	73	29	often	often	ADV
ajird-1632	73	30	absent	absent	ADJ
ajird-1632	73	31	from	from	ADP
ajird-1632	73	32	conventional	conventional	ADJ
ajird-1632	73	33	models	model	NOUN
ajird-1632	73	34	.	.	PUNCT
ajird-1632	74	1	these	these	DET
ajird-1632	74	2	levels	level	NOUN
ajird-1632	74	3	,	,	PUNCT
ajird-1632	74	4	such	such	ADJ
ajird-1632	74	5	as	as	ADP
ajird-1632	74	6	0.5993	0.5993	NUM
ajird-1632	74	7	and	and	CCONJ
ajird-1632	74	8	1.1987	1.1987	NUM
ajird-1632	74	9	,	,	PUNCT
ajird-1632	74	10	were	be	AUX
ajird-1632	74	11	selected	select	VERB
ajird-1632	74	12	based	base	VERB
ajird-1632	74	13	on	on	ADP
ajird-1632	74	14	back	back	ADV
ajird-1632	74	15	-	-	PUNCT
ajird-1632	74	16	tested	test	VERB
ajird-1632	74	17	market	market	NOUN
ajird-1632	74	18	behavior	behavior	NOUN
ajird-1632	74	19	and	and	CCONJ
ajird-1632	74	20	liquidity	liquidity	NOUN
ajird-1632	74	21	clustering	clustering	NOUN
ajird-1632	74	22	theories	theory	NOUN
ajird-1632	74	23	.	.	PUNCT
ajird-1632	75	1	repeated	repeat	VERB
ajird-1632	75	2	support	support	NOUN
ajird-1632	75	3	confirmations	confirmation	NOUN
ajird-1632	75	4	around	around	ADP
ajird-1632	75	5	the	the	DET
ajird-1632	75	6	0.0	0.0	NUM
ajird-1632	75	7	and	and	CCONJ
ajird-1632	75	8	50.0	50.0	NUM
ajird-1632	75	9	levels	level	NOUN
ajird-1632	75	10	highlight	highlight	VERB
ajird-1632	75	11	their	their	PRON
ajird-1632	75	12	psychological	psychological	ADJ
ajird-1632	75	13	significance	significance	NOUN
ajird-1632	75	14	,	,	PUNCT
ajird-1632	75	15	likely	likely	ADV
ajird-1632	75	16	amplified	amplify	VERB
ajird-1632	75	17	by	by	ADP
ajird-1632	75	18	algorithmic	algorithmic	ADJ
ajird-1632	75	19	trade	trade	NOUN
ajird-1632	75	20	triggers	trigger	NOUN
ajird-1632	75	21	and	and	CCONJ
ajird-1632	75	22	institutional	institutional	ADJ
ajird-1632	75	23	order	order	NOUN
ajird-1632	75	24	stacking	stacking	NOUN
ajird-1632	75	25	.	.	PUNCT
ajird-1632	76	1	these	these	DET
ajird-1632	76	2	zones	zone	NOUN
ajird-1632	76	3	often	often	ADV
ajird-1632	76	4	act	act	VERB
ajird-1632	76	5	as	as	ADP
ajird-1632	76	6	inflection	inflection	NOUN
ajird-1632	76	7	points	point	NOUN
ajird-1632	76	8	,	,	PUNCT
ajird-1632	76	9	which	which	PRON
ajird-1632	76	10	are	be	AUX
ajird-1632	76	11	validated	validate	VERB
ajird-1632	76	12	by	by	ADP
ajird-1632	76	13	dynamic	dynamic	ADJ
ajird-1632	76	14	interactions	interaction	NOUN
ajird-1632	76	15	with	with	ADP
ajird-1632	76	16	underlying	underlie	VERB
ajird-1632	76	17	trendlines	trendline	NOUN
ajird-1632	76	18	and	and	CCONJ
ajird-1632	76	19	rsi	rsi	ADJ
ajird-1632	76	20	divergence	divergence	NOUN
ajird-1632	76	21	signals	signal	NOUN
ajird-1632	76	22	,	,	PUNCT
ajird-1632	76	23	thus	thus	ADV
ajird-1632	76	24	reinforcing	reinforce	VERB
ajird-1632	76	25	their	their	PRON
ajird-1632	76	26	predictive	predictive	ADJ
ajird-1632	76	27	value	value	NOUN
ajird-1632	76	28	within	within	ADP
ajird-1632	76	29	an	an	DET
ajird-1632	76	30	adaptive	adaptive	ADJ
ajird-1632	76	31	,	,	PUNCT
ajird-1632	76	32	multi	multi	ADJ
ajird-1632	76	33	-	-	ADJ
ajird-1632	76	34	indicator	indicator	NOUN
ajird-1632	76	35	framework	framework	NOUN
ajird-1632	76	36	.	.	PUNCT
ajird-1632	77	1	a	a	DET
ajird-1632	77	2	decisive	decisive	ADJ
ajird-1632	77	3	bullish	bullish	ADJ
ajird-1632	77	4	trend	trend	NOUN
ajird-1632	77	5	continuation	continuation	NOUN
ajird-1632	77	6	is	be	AUX
ajird-1632	77	7	evidenced	evidence	VERB
ajird-1632	77	8	by	by	ADP
ajird-1632	77	9	price	price	NOUN
ajird-1632	77	10	breaking	breaking	NOUN
ajird-1632	77	11	above	above	ADP
ajird-1632	77	12	the	the	DET
ajird-1632	77	13	classical	classical	ADJ
ajird-1632	77	14	100	100	NUM
ajird-1632	77	15	%	%	NOUN
ajird-1632	77	16	retracement	retracement	NOUN
ajird-1632	77	17	line	line	NOUN
ajird-1632	77	18	,	,	PUNCT
ajird-1632	77	19	signaling	signal	VERB
ajird-1632	77	20	a	a	DET
ajird-1632	77	21	shift	shift	NOUN
ajird-1632	77	22	into	into	ADP
ajird-1632	77	23	strategically	strategically	ADV
ajird-1632	77	24	defined	define	VERB
ajird-1632	77	25	profit	profit	NOUN
ajird-1632	77	26	-	-	PUNCT
ajird-1632	77	27	target	target	NOUN
ajird-1632	77	28	zones	zone	NOUN
ajird-1632	77	29	situated	situate	VERB
ajird-1632	77	30	at	at	ADP
ajird-1632	77	31	experimental	experimental	ADJ
ajird-1632	77	32	fibonacci	fibonacci	NOUN
ajird-1632	77	33	levels	level	NOUN
ajird-1632	77	34	such	such	ADJ
ajird-1632	77	35	as	as	ADP
ajird-1632	77	36	1.1987	1.1987	NUM
ajird-1632	77	37	and	and	CCONJ
ajird-1632	77	38	1.5993	1.5993	NUM
ajird-1632	77	39	.	.	PUNCT
ajird-1632	78	1	these	these	DET
ajird-1632	78	2	levels	level	NOUN
ajird-1632	78	3	,	,	PUNCT
ajird-1632	78	4	derived	derive	VERB
ajird-1632	78	5	from	from	ADP
ajird-1632	78	6	high	high	ADJ
ajird-1632	78	7	-	-	PUNCT
ajird-1632	78	8	frequency	frequency	NOUN
ajird-1632	78	9	empirical	empirical	ADJ
ajird-1632	78	10	studies	study	NOUN
ajird-1632	78	11	,	,	PUNCT
ajird-1632	78	12	frequently	frequently	ADV
ajird-1632	78	13	correspond	correspond	VERB
ajird-1632	78	14	to	to	ADP
ajird-1632	78	15	liquidity	liquidity	NOUN
ajird-1632	78	16	cluster	cluster	NOUN
ajird-1632	78	17	zones	zone	NOUN
ajird-1632	78	18	—	—	PUNCT
ajird-1632	78	19	areas	area	NOUN
ajird-1632	78	20	where	where	SCONJ
ajird-1632	78	21	large	large	ADJ
ajird-1632	78	22	institutional	institutional	ADJ
ajird-1632	78	23	orders	order	NOUN
ajird-1632	78	24	tend	tend	VERB
ajird-1632	78	25	to	to	PART
ajird-1632	78	26	accumulate	accumulate	VERB
ajird-1632	78	27	.	.	PUNCT
ajird-1632	79	1	this	this	DET
ajird-1632	79	2	clustering	clustering	NOUN
ajird-1632	79	3	reflects	reflect	VERB
ajird-1632	79	4	not	not	PART
ajird-1632	79	5	only	only	ADV
ajird-1632	79	6	market	market	NOUN
ajird-1632	79	7	mechanics	mechanic	NOUN
ajird-1632	79	8	but	but	CCONJ
ajird-1632	79	9	also	also	ADV
ajird-1632	79	10	the	the	DET
ajird-1632	79	11	emergent	emergent	ADJ
ajird-1632	79	12	behavior	behavior	NOUN
ajird-1632	79	13	of	of	ADP
ajird-1632	79	14	crowd	crowd	NOUN
ajird-1632	79	15	psychology	psychology	NOUN
ajird-1632	79	16	under	under	ADP
ajird-1632	79	17	uncertainty	uncertainty	NOUN
ajird-1632	79	18	.	.	PUNCT
ajird-1632	80	1	leveraging	leverage	VERB
ajird-1632	80	2	mandelbrot	mandelbrot	PROPN
ajird-1632	80	3	’s	’s	PART
ajird-1632	80	4	fractal	fractal	ADJ
ajird-1632	80	5	geometry	geometry	NOUN
ajird-1632	80	6	and	and	CCONJ
ajird-1632	80	7	core	core	NOUN
ajird-1632	80	8	principles	principle	NOUN
ajird-1632	80	9	of	of	ADP
ajird-1632	80	10	behavioral	behavioral	ADJ
ajird-1632	80	11	finance	finance	NOUN
ajird-1632	80	12	,	,	PUNCT
ajird-1632	80	13	the	the	DET
ajird-1632	80	14	analysis	analysis	NOUN
ajird-1632	80	15	underscores	underscore	VERB
ajird-1632	80	16	that	that	SCONJ
ajird-1632	80	17	fibonacci	fibonacci	NOUN
ajird-1632	80	18	ratios	ratio	NOUN
ajird-1632	80	19	function	function	VERB
ajird-1632	80	20	as	as	ADP
ajird-1632	80	21	cognitive	cognitive	ADJ
ajird-1632	80	22	anchors	anchor	NOUN
ajird-1632	80	23	within	within	ADP
ajird-1632	80	24	trading	trading	NOUN
ajird-1632	80	25	systems	system	NOUN
ajird-1632	80	26	.	.	PUNCT
ajird-1632	81	1	their	their	PRON
ajird-1632	81	2	predictive	predictive	ADJ
ajird-1632	81	3	efficacy	efficacy	NOUN
ajird-1632	81	4	is	be	AUX
ajird-1632	81	5	particularly	particularly	ADV
ajird-1632	81	6	robust	robust	ADJ
ajird-1632	81	7	in	in	ADP
ajird-1632	81	8	high	high	ADJ
ajird-1632	81	9	-	-	PUNCT
ajird-1632	81	10	volatility	volatility	NOUN
ajird-1632	81	11	environments	environment	NOUN
ajird-1632	81	12	,	,	PUNCT
ajird-1632	81	13	where	where	SCONJ
ajird-1632	81	14	rapid	rapid	ADJ
ajird-1632	81	15	order	order	NOUN
ajird-1632	81	16	flows	flow	NOUN
ajird-1632	81	17	and	and	CCONJ
ajird-1632	81	18	market	market	NOUN
ajird-1632	81	19	microstructure	microstructure	NOUN
ajird-1632	81	20	inefficiencies	inefficiency	NOUN
ajird-1632	81	21	accentuate	accentuate	VERB
ajird-1632	81	22	the	the	DET
ajird-1632	81	23	relevance	relevance	NOUN
ajird-1632	81	24	of	of	ADP
ajird-1632	81	25	adaptive	adaptive	ADJ
ajird-1632	81	26	technical	technical	ADJ
ajird-1632	81	27	models	model	NOUN
ajird-1632	81	28	.	.	PUNCT
ajird-1632	82	1	these	these	DET
ajird-1632	82	2	findings	finding	NOUN
ajird-1632	82	3	support	support	VERB
ajird-1632	82	4	the	the	DET
ajird-1632	82	5	integration	integration	NOUN
ajird-1632	82	6	of	of	ADP
ajird-1632	82	7	such	such	ADJ
ajird-1632	82	8	models	model	NOUN
ajird-1632	82	9	into	into	ADP
ajird-1632	82	10	algorithmic	algorithmic	ADJ
ajird-1632	82	11	trading	trading	NOUN
ajird-1632	82	12	strategies	strategy	NOUN
ajird-1632	82	13	and	and	CCONJ
ajird-1632	82	14	real	real	ADJ
ajird-1632	82	15	-	-	PUNCT
ajird-1632	82	16	time	time	NOUN
ajird-1632	82	17	risk	risk	NOUN
ajird-1632	82	18	management	management	NOUN
ajird-1632	82	19	frameworks	framework	NOUN
ajird-1632	82	20	across	across	ADP
ajird-1632	82	21	both	both	CCONJ
ajird-1632	82	22	traditional	traditional	ADJ
ajird-1632	82	23	and	and	CCONJ
ajird-1632	82	24	decentralized	decentralized	ADJ
ajird-1632	82	25	asset	asset	NOUN
ajird-1632	82	26	ecosystems	ecosystem	NOUN
ajird-1632	82	27	.	.	PUNCT
ajird-1632	83	1	table	table	NOUN
ajird-1632	83	2	1	1	NUM
ajird-1632	83	3	.	.	PUNCT
ajird-1632	83	4	fibonacci	fibonacci	NOUN
ajird-1632	83	5	levels	level	NOUN
ajird-1632	83	6	and	and	CCONJ
ajird-1632	83	7	their	their	PRON
ajird-1632	83	8	roles	role	NOUN
ajird-1632	83	9	in	in	ADP
ajird-1632	83	10	xau	xau	PROPN
ajird-1632	83	11	/	/	SYM
ajird-1632	83	12	usd	usd	NOUN
ajird-1632	83	13	(	(	PUNCT
ajird-1632	83	14	h4	h4	PROPN
ajird-1632	83	15	timeframe	timeframe	NOUN
ajird-1632	83	16	)	)	PUNCT
ajird-1632	83	17	fibonacci	fibonacci	NOUN
ajird-1632	83	18	level	level	NOUN
ajird-1632	83	19	price	price	NOUN
ajird-1632	83	20	area	area	NOUN
ajird-1632	83	21	(	(	PUNCT
ajird-1632	83	22	approx	approx	PROPN
ajird-1632	83	23	.	.	PUNCT
ajird-1632	83	24	)	)	PUNCT
ajird-1632	84	1	role	role	NOUN
ajird-1632	84	2	0.0	0.0	NUM
ajird-1632	84	3	2471.77	2471.77	NUM
ajird-1632	84	4	support	support	NOUN
ajird-1632	84	5	zone	zone	NOUN
ajird-1632	84	6	(	(	PUNCT
ajird-1632	84	7	initial	initial	ADJ
ajird-1632	84	8	base	base	NOUN
ajird-1632	84	9	)	)	PUNCT
ajird-1632	84	10	0.50	0.50	NUM
ajird-1632	84	11	2493.09	2493.09	NUM
ajird-1632	84	12	support	support	NOUN
ajird-1632	84	13	confirmation	confirmation	NOUN
ajird-1632	84	14	1.0	1.0	NUM
ajird-1632	84	15	2514.41	2514.41	NUM
ajird-1632	84	16	breakout	breakout	NOUN
ajird-1632	84	17	threshold	threshold	NOUN
ajird-1632	84	18	0.3973	0.3973	NUM
ajird-1632	84	19	(	(	PUNCT
ajird-1632	84	20	exp	exp	NOUN
ajird-1632	84	21	.	.	PUNCT
ajird-1632	84	22	)	)	PUNCT
ajird-1632	84	23	2489.82	2489.82	NUM
ajird-1632	84	24	minor	minor	ADJ
ajird-1632	84	25	pullback	pullback	NOUN
ajird-1632	84	26	(	(	PUNCT
ajird-1632	84	27	geo	geo	PROPN
ajird-1632	84	28	volatility	volatility	NOUN
ajird-1632	84	29	)	)	PUNCT
ajird-1632	84	30	0.5993	0.5993	NUM
ajird-1632	84	31	(	(	PUNCT
ajird-1632	84	32	exp	exp	NOUN
ajird-1632	84	33	.	.	PUNCT
ajird-1632	84	34	)	)	PUNCT
ajird-1632	85	1	2518.85	2518.85	NUM
ajird-1632	85	2	trend	trend	NOUN
ajird-1632	85	3	continuation	continuation	NOUN
ajird-1632	85	4	zone	zone	NOUN
ajird-1632	85	5	1.1987	1.1987	NUM
ajird-1632	85	6	(	(	PUNCT
ajird-1632	85	7	exp	exp	NOUN
ajird-1632	85	8	.	.	PUNCT
ajird-1632	85	9	)	)	PUNCT
ajird-1632	86	1	2544.21	2544.21	NUM
ajird-1632	86	2	strong	strong	ADJ
ajird-1632	86	3	resistance	resistance	NOUN
ajird-1632	86	4	/	/	SYM
ajird-1632	86	5	take	take	VERB
ajird-1632	86	6	profit	profit	NOUN
ajird-1632	86	7	1.5993	1.5993	NUM
ajird-1632	86	8	(	(	PUNCT
ajird-1632	86	9	exp	exp	NOUN
ajird-1632	86	10	.	.	PUNCT
ajird-1632	86	11	)	)	PUNCT
ajird-1632	86	12	—	—	PUNCT
ajird-1632	86	13	extended	extend	VERB
ajird-1632	86	14	resistance	resistance	NOUN
ajird-1632	86	15	/	/	SYM
ajird-1632	86	16	take	take	VERB
ajird-1632	86	17	profit	profit	NOUN
ajird-1632	86	18	discussion	discussion	NOUN
ajird-1632	86	19	technical	technical	ADJ
ajird-1632	86	20	analysis	analysis	NOUN
ajird-1632	86	21	(	(	PUNCT
ajird-1632	86	22	ta	ta	NOUN
ajird-1632	86	23	)	)	PUNCT
ajird-1632	86	24	indicators	indicator	NOUN
ajird-1632	86	25	must	must	AUX
ajird-1632	86	26	exhibit	exhibit	VERB
ajird-1632	86	27	dynamic	dynamic	ADJ
ajird-1632	86	28	adaptability	adaptability	NOUN
ajird-1632	86	29	to	to	PART
ajird-1632	86	30	align	align	VERB
ajird-1632	86	31	with	with	ADP
ajird-1632	86	32	evolving	evolve	VERB
ajird-1632	86	33	market	market	NOUN
ajird-1632	86	34	structures	structure	NOUN
ajird-1632	86	35	,	,	PUNCT
ajird-1632	86	36	particularly	particularly	ADV
ajird-1632	86	37	in	in	ADP
ajird-1632	86	38	asset	asset	NOUN
ajird-1632	86	39	classes	class	NOUN
ajird-1632	86	40	such	such	ADJ
ajird-1632	86	41	as	as	ADP
ajird-1632	86	42	cryptocurrencies	cryptocurrencie	NOUN
ajird-1632	86	43	that	that	PRON
ajird-1632	86	44	are	be	AUX
ajird-1632	86	45	american	american	ADJ
ajird-1632	86	46	journal	journal	PROPN
ajird-1632	86	47	of	of	ADP
ajird-1632	86	48	interdisciplinary	interdisciplinary	ADJ
ajird-1632	86	49	research	research	NOUN
ajird-1632	86	50	and	and	CCONJ
ajird-1632	86	51	development	development	NOUN
ajird-1632	86	52	issn	issn	PROPN
ajird-1632	86	53	online	online	NOUN
ajird-1632	86	54	:	:	PUNCT
ajird-1632	86	55	2771	2771	NUM
ajird-1632	86	56	-	-	SYM
ajird-1632	86	57	8948	8948	NUM
ajird-1632	86	58	website	website	NOUN
ajird-1632	86	59	:	:	PUNCT
ajird-1632	86	60	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-1632	86	61	volume	volume	NOUN
ajird-1632	86	62	46	46	NUM
ajird-1632	86	63	,	,	PUNCT
ajird-1632	86	64	november2025	november2025	PROPN
ajird-1632	86	65	21	21	NUM
ajird-1632	87	1	|	|	ADV
ajird-1632	87	2	p	p	ADP
ajird-1632	87	3	a	a	DET
ajird-1632	87	4	g	g	NOUN
ajird-1632	87	5	e	e	NOUN
ajird-1632	87	6	characterized	characterize	VERB
ajird-1632	87	7	by	by	ADP
ajird-1632	87	8	nonlinear	nonlinear	ADJ
ajird-1632	87	9	behavior	behavior	NOUN
ajird-1632	87	10	,	,	PUNCT
ajird-1632	87	11	frequent	frequent	ADJ
ajird-1632	87	12	structural	structural	ADJ
ajird-1632	87	13	breaks	break	NOUN
ajird-1632	87	14	,	,	PUNCT
ajird-1632	87	15	and	and	CCONJ
ajird-1632	87	16	rapid	rapid	ADJ
ajird-1632	87	17	sentiment	sentiment	NOUN
ajird-1632	87	18	shifts	shift	NOUN
ajird-1632	87	19	.	.	PUNCT
ajird-1632	88	1	this	this	DET
ajird-1632	88	2	study	study	NOUN
ajird-1632	88	3	reinforces	reinforce	VERB
ajird-1632	88	4	a	a	DET
ajird-1632	88	5	behavioral	behavioral	ADJ
ajird-1632	88	6	finance	finance	NOUN
ajird-1632	88	7	perspective	perspective	NOUN
ajird-1632	88	8	on	on	ADP
ajird-1632	88	9	price	price	NOUN
ajird-1632	88	10	discovery	discovery	NOUN
ajird-1632	88	11	,	,	PUNCT
ajird-1632	88	12	positing	posit	VERB
ajird-1632	88	13	that	that	SCONJ
ajird-1632	88	14	fibonacci	fibonacci	NOUN
ajird-1632	88	15	levels	level	NOUN
ajird-1632	88	16	manifest	manifest	VERB
ajird-1632	88	17	at	at	ADP
ajird-1632	88	18	price	price	NOUN
ajird-1632	88	19	zones	zone	NOUN
ajird-1632	88	20	that	that	PRON
ajird-1632	88	21	correspond	correspond	VERB
ajird-1632	88	22	to	to	ADP
ajird-1632	88	23	psychological	psychological	ADJ
ajird-1632	88	24	anchors	anchor	NOUN
ajird-1632	88	25	and	and	CCONJ
ajird-1632	88	26	liquidity	liquidity	NOUN
ajird-1632	88	27	aggregation	aggregation	NOUN
ajird-1632	88	28	points	point	NOUN
ajird-1632	88	29	rather	rather	ADV
ajird-1632	88	30	than	than	ADP
ajird-1632	88	31	mathematically	mathematically	ADV
ajird-1632	88	32	intrinsic	intrinsic	ADJ
ajird-1632	88	33	properties	property	NOUN
ajird-1632	88	34	.	.	PUNCT
ajird-1632	89	1	these	these	DET
ajird-1632	89	2	resonance	resonance	NOUN
ajird-1632	89	3	levels	level	NOUN
ajird-1632	89	4	are	be	AUX
ajird-1632	89	5	amplified	amplify	VERB
ajird-1632	89	6	by	by	ADP
ajird-1632	89	7	collective	collective	ADJ
ajird-1632	89	8	trader	trader	NOUN
ajird-1632	89	9	behaviors	behavior	NOUN
ajird-1632	89	10	,	,	PUNCT
ajird-1632	89	11	including	include	VERB
ajird-1632	89	12	herding	herding	NOUN
ajird-1632	89	13	effects	effect	NOUN
ajird-1632	89	14	and	and	CCONJ
ajird-1632	89	15	pattern	pattern	NOUN
ajird-1632	89	16	-	-	PUNCT
ajird-1632	89	17	based	base	VERB
ajird-1632	89	18	decision	decision	NOUN
ajird-1632	89	19	-	-	PUNCT
ajird-1632	89	20	making	make	VERB
ajird-1632	89	21	processes[8	processes[8	PROPN
ajird-1632	89	22	]	]	PUNCT
ajird-1632	89	23	.	.	PUNCT
ajird-1632	90	1	gold	gold	NOUN
ajird-1632	90	2	’s	’s	PART
ajird-1632	90	3	relative	relative	ADJ
ajird-1632	90	4	market	market	NOUN
ajird-1632	90	5	stability	stability	NOUN
ajird-1632	90	6	,	,	PUNCT
ajird-1632	90	7	driven	drive	VERB
ajird-1632	90	8	by	by	ADP
ajird-1632	90	9	institutional	institutional	ADJ
ajird-1632	90	10	trading	trading	NOUN
ajird-1632	90	11	and	and	CCONJ
ajird-1632	90	12	macroeconomic	macroeconomic	ADJ
ajird-1632	90	13	anchors	anchor	NOUN
ajird-1632	90	14	,	,	PUNCT
ajird-1632	90	15	permits	permit	VERB
ajird-1632	90	16	broader	broad	ADJ
ajird-1632	90	17	yet	yet	CCONJ
ajird-1632	90	18	slower	slow	ADV
ajird-1632	90	19	-	-	PUNCT
ajird-1632	90	20	developing	develop	VERB
ajird-1632	90	21	retracement	retracement	NOUN
ajird-1632	90	22	zones	zone	NOUN
ajird-1632	90	23	.	.	PUNCT
ajird-1632	91	1	conversely	conversely	ADV
ajird-1632	91	2	,	,	PUNCT
ajird-1632	91	3	crypto	crypto	NOUN
ajird-1632	91	4	markets	market	NOUN
ajird-1632	91	5	demand	demand	VERB
ajird-1632	91	6	more	more	ADJ
ajird-1632	91	7	granular	granular	ADJ
ajird-1632	91	8	models	model	NOUN
ajird-1632	91	9	capable	capable	ADJ
ajird-1632	91	10	of	of	ADP
ajird-1632	91	11	responding	respond	VERB
ajird-1632	91	12	to	to	ADP
ajird-1632	91	13	microstructural	microstructural	ADJ
ajird-1632	91	14	volatility	volatility	NOUN
ajird-1632	91	15	and	and	CCONJ
ajird-1632	91	16	decentralized	decentralized	ADJ
ajird-1632	91	17	order	order	NOUN
ajird-1632	91	18	flows	flow	NOUN
ajird-1632	91	19	.	.	PUNCT
ajird-1632	92	1	experimental	experimental	ADJ
ajird-1632	92	2	fibonacci	fibonacci	NOUN
ajird-1632	92	3	levels	level	NOUN
ajird-1632	92	4	—	—	PUNCT
ajird-1632	92	5	when	when	SCONJ
ajird-1632	92	6	combined	combine	VERB
ajird-1632	92	7	with	with	ADP
ajird-1632	92	8	relative	relative	ADJ
ajird-1632	92	9	strength	strength	NOUN
ajird-1632	92	10	divergence	divergence	NOUN
ajird-1632	92	11	and	and	CCONJ
ajird-1632	92	12	fractal	fractal	ADV
ajird-1632	92	13	-	-	PUNCT
ajird-1632	92	14	based	base	VERB
ajird-1632	92	15	patterning	patterning	NOUN
ajird-1632	92	16	—	—	PUNCT
ajird-1632	92	17	provided	provide	VERB
ajird-1632	92	18	superior	superior	ADJ
ajird-1632	92	19	alignment	alignment	NOUN
ajird-1632	92	20	with	with	ADP
ajird-1632	92	21	inflection	inflection	NOUN
ajird-1632	92	22	zones	zone	NOUN
ajird-1632	92	23	,	,	PUNCT
ajird-1632	92	24	validating	validate	VERB
ajird-1632	92	25	their	their	PRON
ajird-1632	92	26	use	use	NOUN
ajird-1632	92	27	as	as	ADP
ajird-1632	92	28	high	high	ADJ
ajird-1632	92	29	-	-	PUNCT
ajird-1632	92	30	confidence	confidence	NOUN
ajird-1632	92	31	predictors	predictor	NOUN
ajird-1632	92	32	in	in	ADP
ajird-1632	92	33	algorithmic	algorithmic	ADJ
ajird-1632	92	34	setups	setup	NOUN
ajird-1632	92	35	.	.	PUNCT
ajird-1632	93	1	furthermore	furthermore	ADV
ajird-1632	93	2	,	,	PUNCT
ajird-1632	93	3	contemporary	contemporary	ADJ
ajird-1632	93	4	algorithmic	algorithmic	ADJ
ajird-1632	93	5	systems	system	NOUN
ajird-1632	93	6	must	must	AUX
ajird-1632	93	7	integrate	integrate	VERB
ajird-1632	93	8	multi	multi	ADJ
ajird-1632	93	9	-	-	ADJ
ajird-1632	93	10	timeframe	timeframe	ADJ
ajird-1632	93	11	,	,	PUNCT
ajird-1632	93	12	multiindicator	multiindicator	NOUN
ajird-1632	93	13	strategies	strategy	NOUN
ajird-1632	93	14	underpinned	underpin	VERB
ajird-1632	93	15	by	by	ADP
ajird-1632	93	16	adaptive	adaptive	ADJ
ajird-1632	93	17	learning	learning	NOUN
ajird-1632	93	18	.	.	PUNCT
ajird-1632	94	1	these	these	DET
ajird-1632	94	2	systems	system	NOUN
ajird-1632	94	3	should	should	AUX
ajird-1632	94	4	dynamically	dynamically	ADV
ajird-1632	94	5	recalibrate	recalibrate	VERB
ajird-1632	94	6	threshold	threshold	NOUN
ajird-1632	94	7	sensitivity	sensitivity	NOUN
ajird-1632	94	8	based	base	VERB
ajird-1632	94	9	on	on	ADP
ajird-1632	94	10	regime	regime	NOUN
ajird-1632	94	11	-	-	PUNCT
ajird-1632	94	12	switching	switch	VERB
ajird-1632	94	13	volatility	volatility	NOUN
ajird-1632	94	14	indicators	indicator	NOUN
ajird-1632	94	15	and	and	CCONJ
ajird-1632	94	16	order	order	NOUN
ajird-1632	94	17	book	book	NOUN
ajird-1632	94	18	depth	depth	NOUN
ajird-1632	94	19	metrics	metric	NOUN
ajird-1632	94	20	.	.	PUNCT
ajird-1632	95	1	incorporating	incorporate	VERB
ajird-1632	95	2	explainable	explainable	ADJ
ajird-1632	95	3	ai	ai	NOUN
ajird-1632	95	4	(	(	PUNCT
ajird-1632	95	5	xai	xai	PROPN
ajird-1632	95	6	)	)	PUNCT
ajird-1632	95	7	elements	element	NOUN
ajird-1632	95	8	into	into	ADP
ajird-1632	95	9	these	these	DET
ajird-1632	95	10	strategies	strategy	NOUN
ajird-1632	95	11	could	could	AUX
ajird-1632	95	12	enhance	enhance	VERB
ajird-1632	95	13	decision	decision	NOUN
ajird-1632	95	14	transparency	transparency	NOUN
ajird-1632	95	15	and	and	CCONJ
ajird-1632	95	16	regulatory	regulatory	ADJ
ajird-1632	95	17	compliance	compliance	NOUN
ajird-1632	95	18	,	,	PUNCT
ajird-1632	95	19	while	while	SCONJ
ajird-1632	95	20	preserving	preserve	VERB
ajird-1632	95	21	the	the	DET
ajird-1632	95	22	tactical	tactical	ADJ
ajird-1632	95	23	edge	edge	NOUN
ajird-1632	95	24	of	of	ADP
ajird-1632	95	25	high	high	ADJ
ajird-1632	95	26	-	-	PUNCT
ajird-1632	95	27	frequency	frequency	NOUN
ajird-1632	95	28	models[9	models[9	NOUN
ajird-1632	95	29	]	]	PUNCT
ajird-1632	95	30	.	.	PUNCT
ajird-1632	96	1	conclusion	conclusion	NOUN
ajird-1632	96	2	this	this	DET
ajird-1632	96	3	research	research	NOUN
ajird-1632	96	4	demonstrates	demonstrate	VERB
ajird-1632	96	5	the	the	DET
ajird-1632	96	6	efficacy	efficacy	NOUN
ajird-1632	96	7	of	of	ADP
ajird-1632	96	8	experimentally	experimentally	ADV
ajird-1632	96	9	derived	derive	VERB
ajird-1632	96	10	fibonacci	fibonacci	NOUN
ajird-1632	96	11	levels	level	NOUN
ajird-1632	96	12	in	in	ADP
ajird-1632	96	13	identifying	identify	VERB
ajird-1632	96	14	actionable	actionable	ADJ
ajird-1632	96	15	trading	trading	NOUN
ajird-1632	96	16	zones	zone	NOUN
ajird-1632	96	17	across	across	ADP
ajird-1632	96	18	both	both	CCONJ
ajird-1632	96	19	cryptocurrency	cryptocurrency	NOUN
ajird-1632	96	20	and	and	CCONJ
ajird-1632	96	21	gold	gold	NOUN
ajird-1632	96	22	markets	market	NOUN
ajird-1632	96	23	.	.	PUNCT
ajird-1632	97	1	the	the	DET
ajird-1632	97	2	comparative	comparative	ADJ
ajird-1632	97	3	analysis	analysis	NOUN
ajird-1632	97	4	confirmed	confirm	VERB
ajird-1632	97	5	that	that	SCONJ
ajird-1632	97	6	these	these	DET
ajird-1632	97	7	adaptive	adaptive	ADJ
ajird-1632	97	8	levels	level	NOUN
ajird-1632	97	9	outperform	outperform	VERB
ajird-1632	97	10	classical	classical	ADJ
ajird-1632	97	11	retracements	retracement	NOUN
ajird-1632	97	12	under	under	ADP
ajird-1632	97	13	volatile	volatile	ADJ
ajird-1632	97	14	and	and	CCONJ
ajird-1632	97	15	fractal	fractal	ADJ
ajird-1632	97	16	market	market	NOUN
ajird-1632	97	17	conditions	condition	NOUN
ajird-1632	97	18	.	.	PUNCT
ajird-1632	98	1	by	by	ADP
ajird-1632	98	2	integrating	integrate	VERB
ajird-1632	98	3	technical	technical	ADJ
ajird-1632	98	4	indicators	indicator	NOUN
ajird-1632	98	5	such	such	ADJ
ajird-1632	98	6	as	as	ADP
ajird-1632	98	7	rsi	rsi	ADJ
ajird-1632	98	8	divergence	divergence	NOUN
ajird-1632	98	9	and	and	CCONJ
ajird-1632	98	10	aligning	align	VERB
ajird-1632	98	11	with	with	ADP
ajird-1632	98	12	behavioral	behavioral	ADJ
ajird-1632	98	13	feedback	feedback	NOUN
ajird-1632	98	14	zones	zone	NOUN
ajird-1632	98	15	,	,	PUNCT
ajird-1632	98	16	the	the	DET
ajird-1632	98	17	study	study	NOUN
ajird-1632	98	18	offers	offer	VERB
ajird-1632	98	19	a	a	DET
ajird-1632	98	20	robust	robust	ADJ
ajird-1632	98	21	model	model	NOUN
ajird-1632	98	22	for	for	ADP
ajird-1632	98	23	signal	signal	ADJ
ajird-1632	98	24	accuracy	accuracy	NOUN
ajird-1632	98	25	and	and	CCONJ
ajird-1632	98	26	risk	risk	NOUN
ajird-1632	98	27	-	-	PUNCT
ajird-1632	98	28	reward	reward	NOUN
ajird-1632	98	29	optimization	optimization	NOUN
ajird-1632	98	30	.	.	PUNCT
ajird-1632	99	1	furthermore	furthermore	ADV
ajird-1632	99	2	,	,	PUNCT
ajird-1632	99	3	the	the	DET
ajird-1632	99	4	findings	finding	NOUN
ajird-1632	99	5	suggest	suggest	VERB
ajird-1632	99	6	that	that	SCONJ
ajird-1632	99	7	technical	technical	ADJ
ajird-1632	99	8	indicators	indicator	NOUN
ajird-1632	99	9	must	must	AUX
ajird-1632	99	10	evolve	evolve	VERB
ajird-1632	99	11	to	to	PART
ajird-1632	99	12	accommodate	accommodate	VERB
ajird-1632	99	13	asset	asset	NOUN
ajird-1632	99	14	-	-	PUNCT
ajird-1632	99	15	specific	specific	ADJ
ajird-1632	99	16	structures	structure	NOUN
ajird-1632	99	17	,	,	PUNCT
ajird-1632	99	18	whether	whether	SCONJ
ajird-1632	99	19	decentralized	decentralized	ADJ
ajird-1632	99	20	and	and	CCONJ
ajird-1632	99	21	sentiment	sentiment	NOUN
ajird-1632	99	22	-	-	PUNCT
ajird-1632	99	23	driven	drive	VERB
ajird-1632	99	24	like	like	ADP
ajird-1632	99	25	crypto	crypto	NOUN
ajird-1632	99	26	,	,	PUNCT
ajird-1632	99	27	or	or	CCONJ
ajird-1632	99	28	macroeconomically	macroeconomically	ADV
ajird-1632	99	29	anchored	anchor	VERB
ajird-1632	99	30	like	like	ADP
ajird-1632	99	31	gold	gold	NOUN
ajird-1632	99	32	.	.	PUNCT
ajird-1632	100	1	the	the	DET
ajird-1632	100	2	use	use	NOUN
ajird-1632	100	3	of	of	ADP
ajird-1632	100	4	experimental	experimental	ADJ
ajird-1632	100	5	fibonacci	fibonacci	NOUN
ajird-1632	100	6	levels	level	NOUN
ajird-1632	100	7	enhances	enhance	VERB
ajird-1632	100	8	market	market	NOUN
ajird-1632	100	9	timing	timing	NOUN
ajird-1632	100	10	strategies	strategy	NOUN
ajird-1632	100	11	and	and	CCONJ
ajird-1632	100	12	can	can	AUX
ajird-1632	100	13	inform	inform	VERB
ajird-1632	100	14	the	the	DET
ajird-1632	100	15	development	development	NOUN
ajird-1632	100	16	of	of	ADP
ajird-1632	100	17	hybrid	hybrid	ADJ
ajird-1632	100	18	trading	trading	NOUN
ajird-1632	100	19	models	model	NOUN
ajird-1632	100	20	that	that	PRON
ajird-1632	100	21	combine	combine	VERB
ajird-1632	100	22	behavioral	behavioral	ADJ
ajird-1632	100	23	finance	finance	NOUN
ajird-1632	100	24	,	,	PUNCT
ajird-1632	100	25	fractal	fractal	ADJ
ajird-1632	100	26	geometry	geometry	NOUN
ajird-1632	100	27	,	,	PUNCT
ajird-1632	100	28	and	and	CCONJ
ajird-1632	100	29	ai	ai	ADJ
ajird-1632	100	30	-	-	PUNCT
ajird-1632	100	31	based	base	VERB
ajird-1632	100	32	signal	signal	NOUN
ajird-1632	100	33	processing	processing	NOUN
ajird-1632	100	34	.	.	PUNCT
ajird-1632	101	1	future	future	ADJ
ajird-1632	101	2	research	research	NOUN
ajird-1632	101	3	is	be	AUX
ajird-1632	101	4	encouraged	encourage	VERB
ajird-1632	101	5	to	to	PART
ajird-1632	101	6	explore	explore	VERB
ajird-1632	101	7	the	the	DET
ajird-1632	101	8	integration	integration	NOUN
ajird-1632	101	9	of	of	ADP
ajird-1632	101	10	machine	machine	NOUN
ajird-1632	101	11	learning	learn	VERB
ajird-1632	101	12	for	for	ADP
ajird-1632	101	13	predictive	predictive	ADJ
ajird-1632	101	14	calibration	calibration	NOUN
ajird-1632	101	15	of	of	ADP
ajird-1632	101	16	fibonacci	fibonacci	NOUN
ajird-1632	101	17	zones	zone	NOUN
ajird-1632	101	18	,	,	PUNCT
ajird-1632	101	19	along	along	ADP
ajird-1632	101	20	with	with	ADP
ajird-1632	101	21	real	real	ADJ
ajird-1632	101	22	-	-	PUNCT
ajird-1632	101	23	time	time	NOUN
ajird-1632	101	24	sentiment	sentiment	NOUN
ajird-1632	101	25	analysis	analysis	NOUN
ajird-1632	101	26	to	to	PART
ajird-1632	101	27	further	far	ADV
ajird-1632	101	28	refine	refine	VERB
ajird-1632	101	29	entry	entry	NOUN
ajird-1632	101	30	and	and	CCONJ
ajird-1632	101	31	exit	exit	NOUN
ajird-1632	101	32	strategies	strategy	NOUN
ajird-1632	101	33	in	in	ADP
ajird-1632	101	34	dynamic	dynamic	ADJ
ajird-1632	101	35	markets	market	NOUN
ajird-1632	101	36	.	.	PUNCT
ajird-1632	102	1	confirms	confirm	VERB
ajird-1632	102	2	that	that	SCONJ
ajird-1632	102	3	experimentally	experimentally	ADV
ajird-1632	102	4	adjusted	adjust	VERB
ajird-1632	102	5	fibonacci	fibonacci	NOUN
ajird-1632	102	6	levels	level	NOUN
ajird-1632	102	7	are	be	AUX
ajird-1632	102	8	effective	effective	ADJ
ajird-1632	102	9	across	across	ADP
ajird-1632	102	10	divergent	divergent	ADJ
ajird-1632	102	11	asset	asset	NOUN
ajird-1632	102	12	types	type	NOUN
ajird-1632	102	13	.	.	PUNCT
ajird-1632	103	1	their	their	PRON
ajird-1632	103	2	adaptability	adaptability	NOUN
ajird-1632	103	3	enables	enable	VERB
ajird-1632	103	4	more	more	ADV
ajird-1632	103	5	accurate	accurate	ADJ
ajird-1632	103	6	signal	signal	NOUN
ajird-1632	103	7	generation	generation	NOUN
ajird-1632	103	8	,	,	PUNCT
ajird-1632	103	9	improves	improve	VERB
ajird-1632	103	10	risk	risk	NOUN
ajird-1632	103	11	-	-	PUNCT
ajird-1632	103	12	reward	reward	NOUN
ajird-1632	103	13	calibration	calibration	NOUN
ajird-1632	103	14	,	,	PUNCT
ajird-1632	103	15	and	and	CCONJ
ajird-1632	103	16	supports	support	VERB
ajird-1632	103	17	behaviorally	behaviorally	ADV
ajird-1632	103	18	8	8	NUM
ajird-1632	103	19	barros	barro	NOUN
ajird-1632	103	20	,	,	PUNCT
ajird-1632	103	21	m.	m.	NOUN
ajird-1632	103	22	(	(	PUNCT
ajird-1632	103	23	2020	2020	NUM
ajird-1632	103	24	)	)	PUNCT
ajird-1632	103	25	.	.	PUNCT
ajird-1632	104	1	behavioral	behavioral	ADJ
ajird-1632	104	2	zones	zone	NOUN
ajird-1632	104	3	in	in	ADP
ajird-1632	104	4	fibonacci	fibonacci	NOUN
ajird-1632	104	5	reactions	reaction	NOUN
ajird-1632	104	6	.	.	PUNCT
ajird-1632	105	1	behavioral	behavioral	ADJ
ajird-1632	105	2	finance	finance	NOUN
ajird-1632	105	3	quarterly	quarterly	ADV
ajird-1632	105	4	.	.	PUNCT
ajird-1632	106	1	vol	vol	NOUN
ajird-1632	106	2	.	.	PUNCT
ajird-1632	107	1	7(4	7(4	NUM
ajird-1632	107	2	)	)	PUNCT
ajird-1632	107	3	,	,	PUNCT
ajird-1632	107	4	pp	pp	ADV
ajird-1632	107	5	.	.	PUNCT
ajird-1632	108	1	89–104	89–104	PROPN
ajird-1632	108	2	9	9	NUM
ajird-1632	108	3	ivanov	ivanov	NOUN
ajird-1632	108	4	,	,	PUNCT
ajird-1632	108	5	p.	p.	NOUN
ajird-1632	108	6	(	(	PUNCT
ajird-1632	108	7	2024	2024	NUM
ajird-1632	108	8	)	)	PUNCT
ajird-1632	108	9	.	.	PUNCT
ajird-1632	109	1	algorithmic	algorithmic	ADJ
ajird-1632	109	2	risk	risk	NOUN
ajird-1632	109	3	models	model	NOUN
ajird-1632	109	4	in	in	ADP
ajird-1632	109	5	decentralized	decentralized	ADJ
ajird-1632	109	6	asset	asset	NOUN
ajird-1632	109	7	markets	market	NOUN
ajird-1632	109	8	.	.	PUNCT
ajird-1632	110	1	european	european	ADJ
ajird-1632	110	2	journal	journal	PROPN
ajird-1632	110	3	of	of	ADP
ajird-1632	110	4	quantitative	quantitative	ADJ
ajird-1632	110	5	economics	economic	NOUN
ajird-1632	110	6	.	.	PUNCT
ajird-1632	111	1	pp	pp	X
ajird-1632	111	2	.	.	PUNCT
ajird-1632	112	1	118–132	118–132	NUM
ajird-1632	112	2	.	.	PUNCT
ajird-1632	113	1	american	american	PROPN
ajird-1632	113	2	journal	journal	PROPN
ajird-1632	113	3	of	of	ADP
ajird-1632	113	4	interdisciplinary	interdisciplinary	ADJ
ajird-1632	113	5	research	research	NOUN
ajird-1632	113	6	and	and	CCONJ
ajird-1632	113	7	development	development	NOUN
ajird-1632	113	8	issn	issn	PROPN
ajird-1632	113	9	online	online	NOUN
ajird-1632	113	10	:	:	PUNCT
ajird-1632	113	11	2771	2771	NUM
ajird-1632	113	12	-	-	SYM
ajird-1632	113	13	8948	8948	NUM
ajird-1632	113	14	website	website	NOUN
ajird-1632	113	15	:	:	PUNCT
ajird-1632	113	16	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-1632	113	17	volume	volume	NOUN
ajird-1632	113	18	46	46	NUM
ajird-1632	113	19	,	,	PUNCT
ajird-1632	113	20	november2025	november2025	PROPN
ajird-1632	113	21	22	22	NUM
ajird-1632	114	1	|	|	ADV
ajird-1632	114	2	p	p	ADP
ajird-1632	114	3	a	a	DET
ajird-1632	114	4	g	g	NOUN
ajird-1632	114	5	e	e	NOUN
ajird-1632	114	6	informed	informed	ADJ
ajird-1632	114	7	trading	trading	NOUN
ajird-1632	114	8	models	model	NOUN
ajird-1632	114	9	.	.	PUNCT
ajird-1632	115	1	further	further	ADJ
ajird-1632	115	2	exploration	exploration	NOUN
ajird-1632	115	3	using	use	VERB
ajird-1632	115	4	ai	ai	AUX
ajird-1632	115	5	-	-	PUNCT
ajird-1632	115	6	enhanced	enhance	VERB
ajird-1632	115	7	optimization	optimization	NOUN
ajird-1632	115	8	and	and	CCONJ
ajird-1632	115	9	realtime	realtime	NOUN
ajird-1632	115	10	data	datum	NOUN
ajird-1632	115	11	ingestion	ingestion	NOUN
ajird-1632	115	12	is	be	AUX
ajird-1632	115	13	encouraged	encourage	VERB
ajird-1632	115	14	for	for	ADP
ajird-1632	115	15	future	future	ADJ
ajird-1632	115	16	research	research	NOUN
ajird-1632	115	17	.	.	PUNCT
ajird-1632	116	1	references	reference	NOUN
ajird-1632	116	2	1	1	NUM
ajird-1632	116	3	.	.	PUNCT
ajird-1632	117	1	zhao	zhao	PROPN
ajird-1632	117	2	,	,	PUNCT
ajird-1632	117	3	w.	w.	PROPN
ajird-1632	117	4	(	(	PUNCT
ajird-1632	117	5	2020	2020	NUM
ajird-1632	117	6	)	)	PUNCT
ajird-1632	117	7	.	.	PUNCT
ajird-1632	118	1	nonlinear	nonlinear	ADJ
ajird-1632	118	2	indicators	indicator	NOUN
ajird-1632	118	3	in	in	ADP
ajird-1632	118	4	high	high	ADJ
ajird-1632	118	5	-	-	PUNCT
ajird-1632	118	6	frequency	frequency	NOUN
ajird-1632	118	7	digital	digital	ADJ
ajird-1632	118	8	trading	trading	NOUN
ajird-1632	118	9	.	.	PUNCT
ajird-1632	119	1	phd	phd	NOUN
ajird-1632	119	2	thesis	thesis	PROPN
ajird-1632	119	3	,	,	PUNCT
ajird-1632	119	4	mit	mit	PROPN
ajird-1632	119	5	sloan	sloan	NOUN
ajird-1632	119	6	.	.	PUNCT
ajird-1632	120	1	pp	pp	X
ajird-1632	120	2	.	.	PUNCT
ajird-1632	121	1	92–140	92–140	NUM
ajird-1632	121	2	.	.	NOUN
ajird-1632	121	3	2	2	NUM
ajird-1632	121	4	.	.	X
ajird-1632	121	5	kapoor	kapoor	PROPN
ajird-1632	121	6	,	,	PUNCT
ajird-1632	121	7	r.	r.	PROPN
ajird-1632	121	8	(	(	PUNCT
ajird-1632	121	9	2021	2021	NUM
ajird-1632	121	10	)	)	PUNCT
ajird-1632	121	11	.	.	PUNCT
ajird-1632	122	1	reframing	reframe	VERB
ajird-1632	122	2	technical	technical	ADJ
ajird-1632	122	3	analysis	analysis	NOUN
ajird-1632	122	4	:	:	PUNCT
ajird-1632	122	5	beyond	beyond	ADP
ajird-1632	122	6	classical	classical	ADJ
ajird-1632	122	7	indicators	indicator	NOUN
ajird-1632	122	8	in	in	ADP
ajird-1632	122	9	crypto	crypto	NOUN
ajird-1632	122	10	and	and	CCONJ
ajird-1632	122	11	gold	gold	NOUN
ajird-1632	122	12	.	.	PUNCT
ajird-1632	123	1	oxford	oxford	PROPN
ajird-1632	123	2	blockchain	blockchain	PROPN
ajird-1632	123	3	series	series	PROPN
ajird-1632	123	4	.	.	PUNCT
ajird-1632	124	1	pp	pp	X
ajird-1632	124	2	.	.	PUNCT
ajird-1632	125	1	105–130	105–130	NUM
ajird-1632	125	2	.	.	X
ajird-1632	126	1	3	3	NUM
ajird-1632	126	2	.	.	X
ajird-1632	126	3	eldredge	eldredge	PROPN
ajird-1632	126	4	,	,	PUNCT
ajird-1632	126	5	d.	d.	PROPN
ajird-1632	126	6	(	(	PUNCT
ajird-1632	126	7	2022	2022	NUM
ajird-1632	126	8	)	)	PUNCT
ajird-1632	126	9	.	.	PUNCT
ajird-1632	127	1	adaptive	adaptive	PROPN
ajird-1632	127	2	fibonacci	fibonacci	NOUN
ajird-1632	127	3	models	model	NOUN
ajird-1632	127	4	for	for	ADP
ajird-1632	127	5	cryptocurrency	cryptocurrency	NOUN
ajird-1632	127	6	trading	trading	NOUN
ajird-1632	127	7	.	.	PUNCT
ajird-1632	128	1	cambridge	cambridge	PROPN
ajird-1632	128	2	fintech	fintech	PROPN
ajird-1632	128	3	research	research	NOUN
ajird-1632	128	4	journal	journal	PROPN
ajird-1632	128	5	.	.	PUNCT
ajird-1632	129	1	vol	vol	NOUN
ajird-1632	129	2	.	.	PUNCT
ajird-1632	130	1	11(3	11(3	NUM
ajird-1632	130	2	)	)	PUNCT
ajird-1632	130	3	,	,	PUNCT
ajird-1632	131	1	pp	pp	ADP
ajird-1632	131	2	.	.	PUNCT
ajird-1632	132	1	211–225	211–225	NUM
ajird-1632	132	2	.	.	NOUN
ajird-1632	133	1	4	4	NUM
ajird-1632	133	2	.	.	X
ajird-1632	133	3	nolan	nolan	PROPN
ajird-1632	133	4	,	,	PUNCT
ajird-1632	133	5	m.	m.	NOUN
ajird-1632	133	6	(	(	PUNCT
ajird-1632	133	7	2023	2023	NUM
ajird-1632	133	8	)	)	PUNCT
ajird-1632	133	9	.	.	PUNCT
ajird-1632	134	1	market	market	NOUN
ajird-1632	134	2	psychology	psychology	NOUN
ajird-1632	134	3	in	in	ADP
ajird-1632	134	4	algorithmic	algorithmic	ADJ
ajird-1632	134	5	finance	finance	NOUN
ajird-1632	134	6	.	.	PUNCT
ajird-1632	135	1	princeton	princeton	PROPN
ajird-1632	135	2	university	university	PROPN
ajird-1632	135	3	press	press	NOUN
ajird-1632	135	4	.	.	PUNCT
ajird-1632	136	1	pp	pp	X
ajird-1632	136	2	.	.	PUNCT
ajird-1632	137	1	55–78	55–78	X
ajird-1632	137	2	.	.	NOUN
ajird-1632	137	3	5	5	NUM
ajird-1632	137	4	.	.	X
ajird-1632	137	5	hughes	hughes	PROPN
ajird-1632	137	6	,	,	PUNCT
ajird-1632	137	7	l.	l.	PROPN
ajird-1632	137	8	(	(	PUNCT
ajird-1632	137	9	2021	2021	NUM
ajird-1632	137	10	)	)	PUNCT
ajird-1632	137	11	.	.	PUNCT
ajird-1632	138	1	backtesting	backteste	VERB
ajird-1632	138	2	for	for	ADP
ajird-1632	138	3	behavioral	behavioral	ADJ
ajird-1632	138	4	trading	trading	NOUN
ajird-1632	138	5	.	.	PUNCT
ajird-1632	139	1	london	london	PROPN
ajird-1632	139	2	quantitative	quantitative	ADJ
ajird-1632	139	3	finance	finance	PROPN
ajird-1632	139	4	institute	institute	PROPN
ajird-1632	139	5	.	.	PUNCT
ajird-1632	140	1	pp	pp	X
ajird-1632	140	2	.	.	PUNCT
ajird-1632	141	1	33–57	33–57	NUM
ajird-1632	141	2	.	.	PUNCT
ajird-1632	142	1	6	6	NUM
ajird-1632	142	2	.	.	X
ajird-1632	143	1	saito	saito	PROPN
ajird-1632	143	2	,	,	PUNCT
ajird-1632	143	3	k.	k.	PROPN
ajird-1632	143	4	(	(	PUNCT
ajird-1632	143	5	2022	2022	NUM
ajird-1632	143	6	)	)	PUNCT
ajird-1632	143	7	.	.	PUNCT
ajird-1632	144	1	commodity	commodity	NOUN
ajird-1632	144	2	flow	flow	NOUN
ajird-1632	144	3	and	and	CCONJ
ajird-1632	144	4	technical	technical	ADJ
ajird-1632	144	5	structure	structure	NOUN
ajird-1632	144	6	of	of	ADP
ajird-1632	144	7	gold	gold	NOUN
ajird-1632	144	8	markets	market	NOUN
ajird-1632	144	9	.	.	PUNCT
ajird-1632	145	1	tokyo	tokyo	PROPN
ajird-1632	145	2	university	university	PROPN
ajird-1632	145	3	of	of	ADP
ajird-1632	145	4	economics	economic	NOUN
ajird-1632	145	5	.	.	PUNCT
ajird-1632	146	1	pp	pp	ADV
ajird-1632	146	2	.	.	PUNCT
ajird-1632	147	1	77–101	77–101	NOUN
ajird-1632	147	2	.	.	PUNCT
ajird-1632	148	1	7	7	X
ajird-1632	148	2	.	.	X
ajird-1632	148	3	li	li	PROPN
ajird-1632	148	4	,	,	PUNCT
ajird-1632	148	5	x.	x.	NOUN
ajird-1632	148	6	(	(	PUNCT
ajird-1632	148	7	2023	2023	NUM
ajird-1632	148	8	)	)	PUNCT
ajird-1632	148	9	.	.	PUNCT
ajird-1632	149	1	fractal	fractal	ADJ
ajird-1632	149	2	indicators	indicator	NOUN
ajird-1632	149	3	and	and	CCONJ
ajird-1632	149	4	cryptocurrency	cryptocurrency	NOUN
ajird-1632	149	5	pattern	pattern	NOUN
ajird-1632	149	6	recognition	recognition	NOUN
ajird-1632	149	7	.	.	PUNCT
ajird-1632	150	1	ieee	ieee	NOUN
ajird-1632	150	2	transactions	transaction	NOUN
ajird-1632	150	3	on	on	ADP
ajird-1632	150	4	financial	financial	ADJ
ajird-1632	150	5	computing	computing	NOUN
ajird-1632	150	6	.	.	PUNCT
ajird-1632	151	1	vol	vol	NOUN
ajird-1632	151	2	.	.	PUNCT
ajird-1632	152	1	14(1	14(1	NUM
ajird-1632	152	2	)	)	PUNCT
ajird-1632	152	3	,	,	PUNCT
ajird-1632	153	1	pp	pp	ADJ
ajird-1632	153	2	.	.	PUNCT
ajird-1632	154	1	44–63	44–63	NUM
ajird-1632	154	2	.	.	NOUN
ajird-1632	155	1	8	8	NUM
ajird-1632	155	2	.	.	X
ajird-1632	155	3	barros	barros	PROPN
ajird-1632	155	4	,	,	PUNCT
ajird-1632	155	5	m.	m.	NOUN
ajird-1632	155	6	(	(	PUNCT
ajird-1632	155	7	2020	2020	NUM
ajird-1632	155	8	)	)	PUNCT
ajird-1632	155	9	.	.	PUNCT
ajird-1632	156	1	behavioral	behavioral	ADJ
ajird-1632	156	2	zones	zone	NOUN
ajird-1632	156	3	in	in	ADP
ajird-1632	156	4	fibonacci	fibonacci	NOUN
ajird-1632	156	5	reactions	reaction	NOUN
ajird-1632	156	6	.	.	PUNCT
ajird-1632	157	1	behavioral	behavioral	ADJ
ajird-1632	157	2	finance	finance	NOUN
ajird-1632	157	3	quarterly	quarterly	ADV
ajird-1632	157	4	.	.	PUNCT
ajird-1632	158	1	vol	vol	NOUN
ajird-1632	158	2	.	.	PUNCT
ajird-1632	159	1	7(4	7(4	NUM
ajird-1632	159	2	)	)	PUNCT
ajird-1632	159	3	,	,	PUNCT
ajird-1632	159	4	pp	pp	PROPN
ajird-1632	159	5	.	.	PUNCT
ajird-1632	160	1	89–104	89–104	PROPN
ajird-1632	160	2	.	.	PUNCT
ajird-1632	161	1	9	9	X
ajird-1632	161	2	.	.	X
ajird-1632	161	3	ivanov	ivanov	PROPN
ajird-1632	161	4	,	,	PUNCT
ajird-1632	161	5	p.	p.	NOUN
ajird-1632	161	6	(	(	PUNCT
ajird-1632	161	7	2024	2024	NUM
ajird-1632	161	8	)	)	PUNCT
ajird-1632	161	9	.	.	PUNCT
ajird-1632	162	1	algorithmic	algorithmic	ADJ
ajird-1632	162	2	risk	risk	NOUN
ajird-1632	162	3	models	model	NOUN
ajird-1632	162	4	in	in	ADP
ajird-1632	162	5	decentralized	decentralized	ADJ
ajird-1632	162	6	asset	asset	NOUN
ajird-1632	162	7	markets	market	NOUN
ajird-1632	162	8	.	.	PUNCT
ajird-1632	163	1	european	european	ADJ
ajird-1632	163	2	journal	journal	PROPN
ajird-1632	163	3	of	of	ADP
ajird-1632	163	4	quantitative	quantitative	ADJ
ajird-1632	163	5	economics	economic	NOUN
ajird-1632	163	6	.	.	PUNCT
ajird-1632	164	1	pp	pp	X
ajird-1632	164	2	.	.	PUNCT
ajird-1632	165	1	118–132	118–132	NUM
ajird-1632	165	2	.	.	PUNCT