id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ajst-24985	Chen, Guona; Guo, Yixuan	Machine Learning Based Approach to Identify Predictive Signal Models	2024	5	.pdf	application/pdf	3591	177	38	The software environment uses Python 3.9, and the main toolkits include NumPy, Pandas for data processing, Scikit-learn for machine learning models, TensorFlow and Keras for deep learning models, and Matplotlib and Seaborn for result visualisation. These results indicate that deep learning models (e.g., CNN and ANN) have higher accuracy and generalisation capabilities when dealing with complex signal data.	cache/ajst-24985.pdf	txt/ajst-24985.txt