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Table of Contents Computational Intelligence in Data Science Mieczyslaw Lech Owoc, Felix Enigo Varghese Sicily, Kanchana Rajaram, Prabavathy Balasundaram Front Matter Applications of AI/ML in Natural Language Processing Analyzing the Computational Efficiency of LLM Models for NLP Tweet Classification During Emergency-Crisis Sabarish Raja Ramesh Raja, M. S. Antony Vigil, Muthukumar Pattaiah, B. Sudarson 3-15 Drug Sentiment Analysis: A Comprehensive Study Using Regression Models and Natural Language Processing S. Pradeep, V. Umarani 16-28 Chat Bot in Banking Sector Using Machine Learning and Natural Language Processing S. P. Chokkalingam, Pasumarti Vamsi Krishna, V. Harshath, Chavva Reddy, Yenumula Siva Sandeep 29-40 Lecter - A Large Language Model Chatbot for Cognitive Behavioral Therapy R. Sham Sundhar, T. Shivavardhini, C. A. Daphine Desona Clemency, M. S. Roobini 41-53 Evaluating the Language Translation Accuracy of GPT-3.5 Using Prompt Engineering T. S. Ajai Krishna, R. Akshaya, Ansh Bomb, K. Balamurugan, J. Angel Arul Jothi, V. Mary Anita Rajam 54-67 Multi-camera Enhanced Real-Time Content-Aware Vehicle Detection Mohamed Mafaz, I. Karthiga, S. Sharon Priya 68-86 COOL: Classification of Online Offensive Language Using Machine Learning and Deep Learning Manjari Bhamidi, Manvitha Nandyala, Ragapriya Dayalan, N. Karthik, V. Vani 87-97 Improved Evaluator for Subjective Answers Using Natural Language Processing A. Yasin Sharif, N. V. Ravindhar 98-109 Self-harm Detection from Texts: A Comparative Study Utilizing BERT, Machine Learning, and Deep Learning Approaches Rajalakshmi Sivanaiah, Sushmithaa Pandian, S. Subhankar, Samyuktaa Sivakumar, R. Rohan, S. Angel Deborah 110-123 Neuro-Evolution-Based Language Model for Text Generation C. Bagavathi, Abhijith C. Prakash 124-143 Offensive Language Detection on Telugu Language Kakollu Pavan Kalyan, Valiveti Naveen, V. Vani, N. Karthik 144-155 User Story Based Automated Test Case Generation Using NLP Arunkumar Chinnaswamy, B. A. Sabarish, R. Deepak Menan 156-166 Anticipating Future College Admission Cutoffs: An Innovative Predictive Model Incorporating Student Reviews and Historical Admissions Cutoff Data Using Machine Learning Chikkam Girish, Tata Umesh, N. Karthik, V. Vani 167-178 Sentiment Analysis for Stock Prediction Using Mass Media Sources Kunal Kishor Billade, Jeel Patel, N Karthik, V Vani 179-189 Applications of AI/ML in Image Processing CADFRA: Coronary Artery Disease Feature Reduction with Autoencoder for Optimistic and Effective Classification Kerenalli Sudarshana, Vamsidhar Yendapalli, L. Kamala, Thanveer Habeeb Sardar, Zameer Ahmed Adhoni 193-208 Machine Learning Based Alzheimer’s Disease Detection: A Comprehensive Approach A. Periya Nayaki, A. K. Vidyabharathi, S. Krishnaveni, M. S. Thanabal 209-225 Supervised Learning of Procedures from Tutorial Videos S. Arunima, Amlan Sengupta, Aparna Krishnan, D. Venkata Vara Prasad, Lokeswari Y. Venkataramana 226-236 De-noising of Low Dose CT Liver Images Using Improved Discrete Wavelet Transform H. Heartlin Maria, R. Kayalvizhi, I. Keren Evangeline, T. George Princess, T. Rashmika Mangalya, J. Shakthi Prakash 237-247 A-Eye Tracker: Human Eye Defect Tracker and Analyzing Software B. Swathishri, R. Swetha 248-265 Design and Analysis of Structural Health Monitoring System for the Diagnosis of Morphological Deformities of Bolted Structures G. Prakash, Dhineshkumar Krishnan, G. Ramya 266-278 Empowering Medical Image Analysis: Unveiling Anomalies Through GANs and BiGAN’s Models Vatsal Kumar Sharma, Aryan Jakhar, Aaroh Vats, Gurwinder Singh 279-291 Pneumonia Detection Using Chest X-Rays: A Comprehensive Review Sangapu Sreenivasa Chakravarthi, Shaik Nagoor Meeravali, Mohammad Aazmi Irfan, S. Sountharrajan, E. Suganya 292-305 Realistic Avatar Control Through Video-Driven Animation for Augmented Reality A. Gokul Nath, K. Suresh Kumar 306-314 CNN-Based Skin Lesion Classification for Melanoma Detection P. Havirbhavi, K. Ashwini 315-333 Self-annotated Labelling and Training Data for Traffic Video Object Detection Using Machine Learning Techniques V. Rahul Chiranjeevi, Maanesh M. Swamy, M. K. Krishna Prasath, P. Kumar 334-344 A Comparative Analysis on Various Machine Learning Methods for GAN Based Video Anomaly Detection Rahul Chiranjeevi, C. Hirthik Shyam, K. Kaushiik, P. Kumar 345-356 D3CNet: Integrating Cascade Networks for Enhanced Driver Fatigue Monitoring J. Preethi, V. Rahul Chiranjeevi, K. Surya, S. Santhosh Kumar 357-367 Automated Indigenous Plant Recognition and Medicinal Value Extraction System S. Sendhilkumar, G. S. Mahalakshmi, A. Swaminathan, K. Sai Anirudh 368-380 An Ensemble of Deep Transfer Learning Frameworks for Automatic Tuberculosis Detection in Chest X-Ray Images J. Rajeswari, J. Raja, N. Ramya, S. Jayashri 381-395 SVM-Based Skin Cancer Diagnosis for Malignant and Benign Tumor Distinction G. Tanusha, K. Ashwini 396-411 Driver’s Distraction Detection via Hybrid CNN-LSTM R. Hemashree, M. Vijay Anand 412-423 Leaf Disease Detection Using ResNet Deep Neural Network B. Suriya Prakash, N. Velmurugan 424-434 An Exploration of Object Detection and Vehicular Communication for Autonomous Vehicles A. Padmavathi, Dheeraj Reddy Pullela 435-449 Music Recommendation System Based on Facial Expression using CNN R. Roshika, Anjana Girish, N. Karthik, V. Vani 450-462

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