id	sid	eid	entity	type
bitcs-5565	2	1	4	CARDINAL
bitcs-5565	2	2	85 j.valarmathi1	QUANTITY
bitcs-5565	2	3	v.t.kruthika2	DATE
bitcs-5565	2	4	rfe feature selection	ORG
bitcs-5565	2	5	ann	PERSON
bitcs-5565	2	6	ahmed sami jaddoa1	PERSON
bitcs-5565	2	7	samah j. saba2	PERSON
bitcs-5565	2	8	al-kareem3 1	ORG
bitcs-5565	2	9	university of information technology	ORG
bitcs-5565	2	10	iraq 2 department of computer science	ORG
bitcs-5565	2	11	university of diyala	ORG
bitcs-5565	2	12	3	CARDINAL
bitcs-5565	2	13	sharia	ORG
bitcs-5565	2	14	islamic sciences	ORG
bitcs-5565	2	15	university of diyala	ORG
bitcs-5565	2	16	2	CARDINAL
bitcs-5565	2	17	3	CARDINAL
bitcs-5565	2	18	one	CARDINAL
bitcs-5565	2	19	these days	DATE
bitcs-5565	6	1	3	CARDINAL
bitcs-5565	7	1	first	ORDINAL
bitcs-5565	7	2	z	ORG
bitcs-5565	8	1	second	ORDINAL
bitcs-5565	8	2	rfe	GPE
bitcs-5565	9	1	third	ORDINAL
bitcs-5565	11	1	92.77%	PERCENT
bitcs-5565	12	1	rfe	GPE
bitcs-5565	12	2	ann	GPE
bitcs-5565	12	3	adaboost	PERSON
bitcs-5565	13	1	abstrak hitungan penyakit hati adalah salah satu penyakit yang	PERSON
bitcs-5565	13	2	paling umum di seluruh	PERSON
bitcs-5565	13	3	dunia	GPE
bitcs-5565	13	4	dan menjadi sangat umum akhir-akhir ini dan bisa berbahaya	PERSON
bitcs-5565	14	1	penyakit hati meningkat di	ORG
bitcs-5565	14	2	dunia	GPE
bitcs-5565	14	3	karena berbagai faktor	ORG
bitcs-5565	14	4	seperti konsumsi	PERSON
bitcs-5565	14	5	alkohol berlebihan	PERSON
bitcs-5565	14	6	minum air yang	ORG
bitcs-5565	14	7	makan makanan yang	PERSON
bitcs-5565	14	8	terkontaminasi	ORG
bitcs-5565	14	9	dan paparan	PERSON
bitcs-5565	14	10	udara yang	PERSON
bitcs-5565	14	11	tercemar	GPE
bitcs-5565	15	1	hati	ORG
bitcs-5565	15	2	dalam banyak fungsi	PERSON
bitcs-5565	15	3	yang berkaitan dengan tubuh manusia dan jika tidak berfungsi dengan baik dapat mempengaruhi	PERSON
bitcs-5565	15	4	bagian lain juga	PERSON
bitcs-5565	16	1	predikasi penyakit pada	PERSON
bitcs-5565	16	2	awal dapat membantu mengurangi risiko keparahan	PERSON
bitcs-5565	17	1	makalah ini mengimplementasikan	PERSON
bitcs-5565	17	2	dan analisis kinerja untuk peningkatan akurasi klasifikasi pasien hati dalam 3	PERSON
bitcs-5565	18	1	pada tahap pertama	PERSON
bitcs-5565	18	2	algoritme normalisasi	ORG
bitcs-5565	18	3	telah	GPE
bitcs-5565	18	4	ke kumpulan	PERSON
bitcs-5565	18	5	hati asli yang telah	ORG
bitcs-5565	18	6	dikumpulkan	GPE
bitcs-5565	18	7	dari repositori	PERSON
bitcs-5565	18	8	uci	ORG
bitcs-5565	18	9	dan kemudian bekerja	PERSON
bitcs-5565	18	10	kumpulan	ORG
bitcs-5565	18	11	yang seimbang	PERSON
bitcs-5565	19	1	pada tahap kedua	PERSON
bitcs-5565	19	2	lebih penting dengan menggunakan	PERSON
bitcs-5565	19	3	rfe	GPE
bitcs-5565	20	1	pada fase ketiga	PERSON
bitcs-5565	20	2	2715-2448	CARDINAL
bitcs-5565	20	3	2715-7199	CARDINAL
bitcs-5565	20	4	july	DATE
bitcs-5565	20	5	2023	CARDINAL
bitcs-5565	20	6	4	CARDINAL
bitcs-5565	20	7	2023	CARDINAL
bitcs-5565	20	8	86	CARDINAL
bitcs-5565	20	9	algoritma	GPE
bitcs-5565	20	10	klasifikasi diterapkan pada kumpulan	PERSON
bitcs-5565	21	1	akhirnya	ORG
bitcs-5565	21	2	evaluasi telah	ORG
bitcs-5565	21	3	dilakukan berdasarkan nilai-nilai akurasi	ORG
bitcs-5565	22	1	dengan demikian	PERSON
bitcs-5565	22	2	keluaran yang	PERSON
bitcs-5565	22	3	ditunjukkan	GPE
bitcs-5565	22	4	dari implementasi klasifikasi yang diusulkan menunjukkan bahwa algoritma	PERSON
bitcs-5565	22	5	memiliki kinerja	PERSON
bitcs-5565	22	6	yang lebih baik daripada	PERSON
bitcs-5565	22	7	algoritma	GPE
bitcs-5565	22	8	dengan bantuan	PERSON
bitcs-5565	22	9	92,77%	PERCENT
bitcs-5565	23	1	pembelajaran mesin	PERSON
bitcs-5565	23	2	klasifikasi	ORG
bitcs-5565	23	3	rfe	GPE
bitcs-5565	23	4	ann	GPE
bitcs-5565	23	5	adaboost	PERSON
bitcs-5565	23	6	dan liver i.	PERSON
bitcs-5565	24	1	world health organization	ORG
bitcs-5565	24	2	2005	DATE
bitcs-5565	24	3	7.6 million	CARDINAL
bitcs-5565	24	4	84 million	CARDINAL
bitcs-5565	24	5	the next decade	DATE
bitcs-5565	25	1	6th	ORDINAL
bitcs-5565	25	2	3rd	ORDINAL
bitcs-5565	26	1	1	CARDINAL
bitcs-5565	31	1	2].feature	CARDINAL
bitcs-5565	33	1	3].classification	CARDINAL
bitcs-5565	34	1	dm task	ORG
bitcs-5565	35	1	4][5	CARDINAL
bitcs-5565	37	1	the recent years	DATE
bitcs-5565	38	1	s. jain et al	PERSON
bitcs-5565	39	1	6	CARDINAL
bitcs-5565	39	2	indian	NORP
bitcs-5565	39	3	600	CARDINAL
bitcs-5565	40	1	k-nn	ORG
bitcs-5565	40	2	xgboost	PERSON
bitcs-5565	40	3	80% and 20%	PERCENT
bitcs-5565	41	1	k-nn	ORG
bitcs-5565	41	2	64%	PERCENT
bitcs-5565	41	3	66%	PERCENT
bitcs-5565	41	4	81%	PERCENT
bitcs-5565	41	5	xgboost	PERSON
bitcs-5565	41	6	91%	PERCENT
bitcs-5565	42	1	g. jamila et al	PERSON
bitcs-5565	43	1	7	CARDINAL
bitcs-5565	43	2	10-fold	CARDINAL
bitcs-5565	44	1	f1	PERSON
bitcs-5565	46	1	4	CARDINAL
bitcs-5565	47	1	87	DATE
bitcs-5565	47	2	73%	PERCENT
bitcs-5565	47	3	73%	PERCENT
bitcs-5565	47	4	100%	PERCENT
bitcs-5565	47	5	f1	PERSON
bitcs-5565	47	6	84%	PERCENT
bitcs-5565	48	1	g. s. harshpreet kaur	PERSON
bitcs-5565	49	1	8	CARDINAL
bitcs-5565	51	1	indian	NORP
bitcs-5565	52	1	77.58%	PERCENT
bitcs-5565	53	1	m. ghosh et al	PERSON
bitcs-5565	54	1	9	CARDINAL
bitcs-5565	54	2	xgboost	PERSON
bitcs-5565	54	3	adaboost	PERSON
bitcs-5565	54	4	k-nn	PERSON
bitcs-5565	55	1	f1	PERSON
bitcs-5565	56	1	83.7%	PERCENT
bitcs-5565	57	1	n. nahar et al	PERSON
bitcs-5565	58	1	10	CARDINAL
bitcs-5565	58	2	5	CARDINAL
bitcs-5565	58	3	logitboost	PERSON
bitcs-5565	58	4	rmse tpr	ORG
bitcs-5565	58	5	roc	GPE
bitcs-5565	59	1	logitboost	PERSON
bitcs-5565	59	2	71.53%	PERCENT
bitcs-5565	61	1	67.6 percent	PERCENT
bitcs-5565	64	1	583	CARDINAL
bitcs-5565	64	2	2	CARDINAL
bitcs-5565	65	1	1st	ORDINAL
bitcs-5565	65	2	416	CARDINAL
bitcs-5565	65	3	2nd	ORDINAL
bitcs-5565	65	4	167	CARDINAL
bitcs-5565	66	1	fig1	ORG
bitcs-5565	67	1	11	CARDINAL
bitcs-5565	67	2	142	CARDINAL
bitcs-5565	67	3	441	CARDINAL
bitcs-5565	68	1	table1	GPE
bitcs-5565	70	1	4	CARDINAL
bitcs-5565	71	1	88	CARDINAL
bitcs-5565	71	2	table1	LOC
bitcs-5565	72	1	1	CARDINAL
bitcs-5565	72	2	4-90	CARDINAL
bitcs-5565	72	3	2	CARDINAL
bitcs-5565	73	1	3	CARDINAL
bitcs-5565	73	2	0.40-75	MONEY
bitcs-5565	73	3	4	CARDINAL
bitcs-5565	73	4	0.10-19.70	CARDINAL
bitcs-5565	73	5	5	CARDINAL
bitcs-5565	73	6	63-2,110	CARDINAL
bitcs-5565	73	7	6	CARDINAL
bitcs-5565	73	8	10-2,000	CARDINAL
bitcs-5565	73	9	7	CARDINAL
bitcs-5565	73	10	10-4,929	CARDINAL
bitcs-5565	73	11	8 tp	QUANTITY
bitcs-5565	73	12	2.70-9.60	CARDINAL
bitcs-5565	73	13	9	CARDINAL
bitcs-5565	73	14	0.90-5.50	CARDINAL
bitcs-5565	73	15	10	CARDINAL
bitcs-5565	73	16	0.30-2.80	CARDINAL
bitcs-5565	73	17	11	CARDINAL
bitcs-5565	73	18	1	CARDINAL
bitcs-5565	74	1	1	CARDINAL
bitcs-5565	74	2	11	CARDINAL
bitcs-5565	75	1	a.	PERSON
bitcs-5565	75	2	2	CARDINAL
bitcs-5565	79	1	0	CARDINAL
bitcs-5565	79	2	1	CARDINAL
bitcs-5565	80	1	one	CARDINAL
bitcs-5565	82	1	167	CARDINAL
bitcs-5565	82	2	416	CARDINAL
bitcs-5565	87	1	1 6	CARDINAL
bitcs-5565	89	1	4	CARDINAL
bitcs-5565	89	2	89	CARDINAL
bitcs-5565	94	1	12	CARDINAL
bitcs-5565	97	1	2	CARDINAL
bitcs-5565	97	2	i.	PERSON
bitcs-5565	100	1	2nd	DATE
bitcs-5565	102	1	13	CARDINAL
bitcs-5565	104	1	80%	PERCENT
bitcs-5565	104	2	20%	PERCENT
bitcs-5565	106	1	14	CARDINAL
bitcs-5565	107	1	2 ml	QUANTITY
bitcs-5565	108	1	2 ml	QUANTITY
bitcs-5565	108	2	one	CARDINAL
bitcs-5565	111	1	15	CARDINAL
bitcs-5565	112	1	one	CARDINAL
bitcs-5565	114	1	nn	ORG
bitcs-5565	114	2	fig2	ORG
bitcs-5565	116	1	4	CARDINAL
bitcs-5565	116	2	2023	CARDINAL
bitcs-5565	116	3	90	CARDINAL
bitcs-5565	117	1	ann	PERSON
bitcs-5565	117	2	3	CARDINAL
bitcs-5565	117	3	ann	PERSON
bitcs-5565	117	4	•	CARDINAL
bitcs-5565	117	5	one	CARDINAL
bitcs-5565	118	1	nn	ORG
bitcs-5565	121	1	•	CARDINAL
bitcs-5565	126	1	one	CARDINAL
bitcs-5565	126	2	perceptron	GPE
bitcs-5565	126	3	fig3	ORG
bitcs-5565	127	1	perceptron	GPE
bitcs-5565	127	2	2	CARDINAL
bitcs-5565	128	1	linear	ORG
bitcs-5565	130	1	perceptron	GPE
bitcs-5565	130	2	perceptron	GPE
bitcs-5565	130	3	1	CARDINAL
bitcs-5565	133	1	perceptron	GPE
bitcs-5565	136	1	𝑖=1	GPE
bitcs-5565	137	1	1	CARDINAL
bitcs-5565	137	2	perceptron	GPE
bitcs-5565	138	1	perceptron	GPE
bitcs-5565	138	2	ann	PERSON
bitcs-5565	138	3	perceptron	GPE
bitcs-5565	140	1	4	CARDINAL
bitcs-5565	140	2	91	CARDINAL
bitcs-5565	140	3	1	CARDINAL
bitcs-5565	142	1	16	CARDINAL
bitcs-5565	143	1	17	CARDINAL
bitcs-5565	146	1	2	CARDINAL
bitcs-5565	147	1	𝑇𝑃	ORG
bitcs-5565	147	2	3	CARDINAL
bitcs-5565	148	1	4	CARDINAL
bitcs-5565	149	1	𝑇𝑁	ORG
bitcs-5565	149	2	5	CARDINAL
bitcs-5565	150	1	table1	ORG
bitcs-5565	151	1	2	CARDINAL
bitcs-5565	151	2	rfe	GPE
bitcs-5565	151	3	15 3	CARDINAL
bitcs-5565	151	4	5 60	CARDINAL
bitcs-5565	151	5	3	CARDINAL
bitcs-5565	151	6	ann	GPE
bitcs-5565	151	7	rfe	GPE
bitcs-5565	151	8	16 1 abnormal	QUANTITY
bitcs-5565	151	9	5 61	CARDINAL
bitcs-5565	151	10	4	CARDINAL
bitcs-5565	151	11	rfe	GPE
bitcs-5565	151	12	without 90.36%	PERCENT
bitcs-5565	151	13	75%	PERCENT
bitcs-5565	151	14	83.3%	PERCENT
bitcs-5565	151	15	92.3%	PERCENT
bitcs-5565	152	1	4	CARDINAL
bitcs-5565	152	2	2023	CARDINAL
bitcs-5565	152	3	92	CARDINAL
bitcs-5565	152	4	rfe ann	PERSON
bitcs-5565	152	5	rfe	GPE
bitcs-5565	152	6	92.77%	PERCENT
bitcs-5565	152	7	76.1%	PERCENT
bitcs-5565	152	8	94.1%	PERCENT
bitcs-5565	152	9	92.4%	PERCENT
bitcs-5565	152	10	5	CARDINAL
bitcs-5565	152	11	rfe	GPE
bitcs-5565	152	12	12 5	CARDINAL
bitcs-5565	152	13	6 60	CARDINAL
bitcs-5565	152	14	6	CARDINAL
bitcs-5565	152	15	rfe	GPE
bitcs-5565	152	16	13 4	CARDINAL
bitcs-5565	152	17	5 61	CARDINAL
bitcs-5565	152	18	7	CARDINAL
bitcs-5565	152	19	rfe	GPE
bitcs-5565	152	20	rfe	GPE
bitcs-5565	152	21	86.74%	PERCENT
bitcs-5565	152	22	66.6%	PERCENT
bitcs-5565	152	23	70.5%	PERCENT
bitcs-5565	152	24	90.9%	PERCENT
bitcs-5565	152	25	rfe	GPE
bitcs-5565	152	26	89.15%	PERCENT
bitcs-5565	152	27	72.2%	PERCENT
bitcs-5565	152	28	76.4%	PERCENT
bitcs-5565	152	29	92.4%	PERCENT
bitcs-5565	153	1	4	CARDINAL
bitcs-5565	153	2	ann	PERSON
bitcs-5565	153	3	rfe	GPE
bitcs-5565	154	1	4	CARDINAL
bitcs-5565	154	2	ann	PERSON
bitcs-5565	156	1	two	CARDINAL
bitcs-5565	158	1	ann	PERSON
bitcs-5565	159	1	92.77%	PERCENT
bitcs-5565	161	1	0,9 0,92 0,94	MONEY
bitcs-5565	162	1	rfe ann	PERSON
bitcs-5565	162	2	rfe	ORG
bitcs-5565	162	3	rfe adboost	PERSON
bitcs-5565	162	4	rfe	ORG
bitcs-5565	162	5	4	CARDINAL
bitcs-5565	162	6	2023	CARDINAL
bitcs-5565	162	7	93	CARDINAL
bitcs-5565	162	8	1	CARDINAL
bitcs-5565	162	9	m. b. tamam	PERSON
bitcs-5565	162	10	a. setyanto	PERSON
bitcs-5565	162	11	knn	ORG
bitcs-5565	162	12	bayes	ORG
bitcs-5565	162	13	2020 2nd	DATE
bitcs-5565	165	1	intell	PERSON
bitcs-5565	166	1	syst	ORG
bitcs-5565	167	1	2020	DATE
bitcs-5565	168	1	2020	DATE
bitcs-5565	168	2	10.1109	CARDINAL
bitcs-5565	169	1	2	CARDINAL
bitcs-5565	169	2	m. a. kuzhippallil	PERSON
bitcs-5565	169	3	c. joseph	PERSON
bitcs-5565	169	4	a. kannan	PERSON
bitcs-5565	169	5	indian	NORP
bitcs-5565	169	6	2020 6th	DATE
bitcs-5565	172	1	comput	PERSON
bitcs-5565	173	1	commun	PERSON
bitcs-5565	174	1	syst	ORG
bitcs-5565	175	1	icaccs 2020	FAC
bitcs-5565	176	1	778–782	DATE
bitcs-5565	176	2	2020	DATE
bitcs-5565	176	3	10.1109/icaccs48705.2020.9074368	MONEY
bitcs-5565	177	1	3	CARDINAL
bitcs-5565	177	2	m. a. khadija	PERSON
bitcs-5565	177	3	n. a. setiawan	PERSON
bitcs-5565	177	4	j. teknol	PERSON
bitcs-5565	178	1	dan inf.	PERSON
bitcs-5565	179	1	9	CARDINAL
bitcs-5565	179	2	1	CARDINAL
bitcs-5565	180	1	2020	DATE
bitcs-5565	181	1	4	CARDINAL
bitcs-5565	181	2	a. s. jaddoa	PERSON
bitcs-5565	181	3	z. tariq	PERSON
bitcs-5565	181	4	m. al-ta	PERSON
bitcs-5565	182	1	10	CARDINAL
bitcs-5565	182	2	2	CARDINAL
bitcs-5565	183	1	2021	CARDINAL
bitcs-5565	184	1	5	CARDINAL
bitcs-5565	184	2	r. ahmed	PERSON
bitcs-5565	184	3	s. jaddoa	PERSON
bitcs-5565	184	4	ziyad	CARDINAL
bitcs-5565	184	5	t. mustafa	PERSON
bitcs-5565	185	1	1650–1663	CARDINAL
bitcs-5565	185	2	2021	CARDINAL
bitcs-5565	186	1	6	CARDINAL
bitcs-5565	186	2	s. jain	PERSON
bitcs-5565	186	3	r. sharma	PERSON
bitcs-5565	186	4	r. rajkamal	PERSON
bitcs-5565	186	5	2021	CARDINAL
bitcs-5565	187	1	7	CARDINAL
bitcs-5565	187	2	g. jamila	PERSON
bitcs-5565	187	3	g. m. wajiga	PERSON
bitcs-5565	187	4	m. malgwi	PERSON
bitcs-5565	187	5	a. h. maidabara	PERSON
bitcs-5565	188	1	sci	ORG
bitcs-5565	190	1	j.	PERSON
bitcs-5565	191	1	3	CARDINAL
bitcs-5565	191	2	1	CARDINAL
bitcs-5565	192	1	36–51	CARDINAL
bitcs-5565	192	2	2022	CARDINAL
bitcs-5565	192	3	10.51594	CARDINAL
bitcs-5565	193	1	8	CARDINAL
bitcs-5565	193	2	g. s. harshpreet kaur	PERSON
bitcs-5565	193	3	technol	PERSON
bitcs-5565	195	1	9	CARDINAL
bitcs-5565	195	2	2	CARDINAL
bitcs-5565	196	1	554–564	CARDINAL
bitcs-5565	196	2	2021	DATE
bitcs-5565	196	3	10.17762	CARDINAL
bitcs-5565	197	1	9	CARDINAL
bitcs-5565	197	2	m. ghosh et al.	PERSON
bitcs-5565	198	1	autom	GPE
bitcs-5565	200	1	30	CARDINAL
bitcs-5565	200	2	3	CARDINAL
bitcs-5565	201	1	917–928	CARDINAL
bitcs-5565	201	2	2021	DATE
bitcs-5565	201	3	10.32604	CARDINAL
bitcs-5565	202	1	10	CARDINAL
bitcs-5565	202	2	f. ara	PERSON
bitcs-5565	202	3	m. a. i. neloy	PERSON
bitcs-5565	202	4	barua	GPE
bitcs-5565	202	5	m. s. hossain	PERSON
bitcs-5565	202	6	k. andersson	PERSON
bitcs-5565	202	7	2019 2nd	DATE
bitcs-5565	204	1	innov	GPE
bitcs-5565	205	1	eng	GPE
bitcs-5565	205	2	technol	PERSON
bitcs-5565	207	1	23–24,	DATE
bitcs-5565	207	2	2019	DATE
bitcs-5565	207	3	10.1109	CARDINAL
bitcs-5565	208	1	11	CARDINAL
bitcs-5565	208	2	s. afrin et al.	PERSON
bitcs-5565	210	1	eng	PERSON
bitcs-5565	211	1	10	CARDINAL
bitcs-5565	211	2	6	CARDINAL
bitcs-5565	211	3	3369–3376	CARDINAL
bitcs-5565	211	4	2021	DATE
bitcs-5565	211	5	10.11591	CARDINAL
bitcs-5565	212	1	12	CARDINAL
bitcs-5565	212	2	n. tanwar	PERSON
bitcs-5565	212	3	k. f. rahman	PERSON
bitcs-5565	212	4	iop conf	ORG
bitcs-5565	215	1	sci	PERSON
bitcs-5565	216	1	eng	PERSON
bitcs-5565	216	2	1022	CARDINAL
bitcs-5565	216	3	1	CARDINAL
bitcs-5565	216	4	2021	DATE
bitcs-5565	216	5	10.1088/1757899x/1022/1/012029	CARDINAL
bitcs-5565	217	1	13	CARDINAL
bitcs-5565	217	2	r. c. poonia et	PERSON
bitcs-5565	217	3	10	CARDINAL
bitcs-5565	217	4	2	CARDINAL
bitcs-5565	217	5	2022	DATE
bitcs-5565	217	6	10.3390	CARDINAL
bitcs-5565	218	1	14	CARDINAL
bitcs-5565	218	2	s. kefelegn	PERSON
bitcs-5565	218	3	118	CARDINAL
bitcs-5565	218	4	9	CARDINAL
bitcs-5565	219	1	765–770	CARDINAL
bitcs-5565	219	2	2017	DATE
bitcs-5565	222	1	15	CARDINAL
bitcs-5565	222	2	s. gupta	PERSON
bitcs-5565	222	3	g. karanth	PERSON
bitcs-5565	222	4	n. pentapati	PERSON
bitcs-5565	222	5	r. b. prasad	PERSON
bitcs-5565	225	1	commun	PERSON
bitcs-5565	226	1	2020	DATE
bitcs-5565	228	1	421–428, 2020	DATE
bitcs-5565	228	2	10.1109	CARDINAL
bitcs-5565	229	1	16	CARDINAL
bitcs-5565	229	2	a. khatavkar	PERSON
bitcs-5565	229	3	p. pandey	PERSON
bitcs-5565	229	4	5	CARDINAL
bitcs-5565	229	5	1550–1552	CARDINAL
bitcs-5565	229	6	2017	DATE
bitcs-5565	230	1	17	CARDINAL
bitcs-5565	230	2	b. k. mengiste	PERSON
bitcs-5565	230	3	h. k. tripathy	PERSON
bitcs-5565	230	4	j. k. rout	PERSON
bitcs-5565	230	5	lect	PERSON
bitcs-5565	231	1	electr	PERSON
bitcs-5565	232	1	eng	GPE
bitcs-5565	232	2	708	CARDINAL
bitcs-5565	232	3	2	CARDINAL
bitcs-5565	233	1	133	CARDINAL
bitcs-5565	233	2	141	CARDINAL
bitcs-5565	233	3	2021	CARDINAL
bitcs-5565	233	4	10.1007/978-981-15-8685-9_13	CARDINAL