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Past Edition ICTACT Journals

Volume 15 , Issue 4 - January 2025

January 2025	Volume 15	Issue 4	ISSN 2229-6956

	Table of Contents
18925	AN IMPROVED GRU BASED ON RECURRENT ATTENTION UNIT AND SELF- ATTENTION TECHNIQUE FOR TEXT SENTIMENT ANALYSIS Dhurgham Ali Mohammed¹, Kalyani A. Patel² University of Kufa, Iraq¹, K. S. School of Business Management and Information Technology, Gujarat University, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0518 Page(s): 3737 - 3745
18923	A NON-FEEDBACK EEG-BASED BRAIN COMPUTER INTERFACE (BCI) FOR COGNITIVE STATE CLASSIFICATION IN TIME DOMAIN N. Raji Gopinathan¹, Elizabeth Sherly² Cochin University of Science and Technology, India¹, Digital University Kerala, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0517 Page(s): 3729 - 3736
18920	A YOLOV4 METHOD FOR WILD ANIMAL COUNTING AND BEHAVIOUR DETECTION USING SMALL-SIZED CAMERA-TRAP IMAGE DATASET Frank G. Kilima¹, Shubi Kaijage², Edith Luhanga³, Colin Torney⁴ Nelson Mandela African Institution of Science and Technology, Tanzania^1,2,3, University of Glasgow, Scotland⁴ Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0516 Page(s): 3722 - 3728
18919	FEATURE EXTRACTION USING I-VECTOR AND X-VECTOR METHODS FOR SPEAKER DIARIZATION Vinod K. Pande¹, Vijay K. Kale², Sangramsing N. Kayte³ Dr G.Y. Pathrikar College of Computer Science and Information Technology, India^1,2, University of Copenhagen, Denmark³ Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0515 Page(s): 3717 - 3721
18916	OPTIMAL FEATURE SELECTION AND CLASSIFICATION IN CROP PREDICTION P. Nithya, A.M. Kalpana, P. Tharani Government College of Engineering, Salem, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0514 Page(s): 3709 - 3716
18903	AI-POWERED MARK RECOGNITION IN ASSESSMENT AND ATTAINMENT CALCULATION J. Annrose, A. Shibin Sam, S. Samnath, Jennings Rousseau Raj, I.R. Shanjeya Bhaarath St. Xavier’s Catholic College of Engineering, India Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0513 Page(s): 3704 - 3708
18902	HUMAN-AI COLLABORATION IN EDUCATION USING LEVERAGING DEEP LEARNING AND NATURAL LANGUAGE PROCESSING TO ENHANCE PERSONALIZED LEARNING SYSTEMS S. Sebastin Antony Joe Gulf College, Sultanate of Oman Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0512 Page(s): 3695 - 3703
18897	MOVIE RECOMMENDATION USING MODIFIED NEURAL COLLABORATIVE FILTERING AND FP-GROWTH ALGORITHM R. Bhavani¹, K.G. Yamuna² Government College of Engineering, Srirangam, India¹, L&T Technology Services, Chennai, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0511 Page(s): 3688 - 3694
18896	EFFICIENT FREQUENT ITEMSET DISCOVERY THROUGH HIERARCHICAL HUFFMAN ENCODING Dai Xin, Hao Xue Universiti Teknologi Malaysia, Malaysia Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0510 Page(s): 3682 - 3687
18895	SEMANTIC BASED EXTRACTIVE DOCUMENT SUMMARIZATION USING DEEP LEARNING MODEL S. Divya¹, N. Sripriya² Shiv Nadar University, India¹, Sri Sivasubramaniya Nadar College of Engineering, India² Abstract \| Full Text \| DOI : 10.21917/ijsc.2025.0509 Page(s): 3669 - 3681