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Table of Contents Computer, Communication, and Signal Processing. Smart Solutions Towards SDG Aravindan Chandrabose, Xavier Fernando, Eunika Mercier-Laurent Front Matter SDG 3 Good Health and Well-Being Revelatory Insights into Parkinson’s: Hand Gestures Deciphering with Mobilenet SSD V. S. Balaji, K. Sangeetha, V. Aatrey Anand, J. Abishek Velayutharaj 3-15 Precision Exercise Monitoring Through Advanced Body Language Detection Using Computer Vision V. S. Balaji, K. Sangeetha, P. Ganapathy, M. Shafiya Banu, S. Dinesh Kumar 16-28 Time Series Forecasting for COVID-19 Confirmed Cases Using Transformer Based Stacked LSTM Model Sri Penumadi, Vaishakh Nambiar, G. S. Vignesh, Rimjhim Padam Singh, Sneha Kanchan 29-41 Automated Depression Detection Using CNN and Transformer-Based Pre-trained Language Models N. R. Ramalakshmi, Meghna Ganesh Kumar, S. Raghavi 42-53 Integrating Deep Learning Frameworks for Automated Medical Image Diagnosis K Gayatri, K M Anand Kumar, B Padmavathi, Unknown Shankar 54 - 67 Explaining Parkinson's Disease Detection by Ensemble Classifiers with Local Interpretable Features Alok Kumar Karn, Aniket Dixit, Peeta Basa Pati, Anand Mahalingam 68-79 Mental Stress Assessment in Working Environment for an Individual Using Wearable Sensor of EEG and Pulse Signal Measured with Help of Deep Learning Algorithm M. V. Karthikeyan, S. Bhuvaneshwar, V. Nishanth 80-92 Speech Recording Analysis for Parkinson’s Detection Using Machine Learning Approach G. Deepika, P. Vinothiyalakshmi 93-104 Compressed VGGNet for Automatic COVID-19 Disease Detection from CT Scan Images R. Vinothini, G. Niranjana, Inge Dhamanti, Syifa’ul Lailiyah, Fitri Yakub 105-119 Diabetic Foot Ulcer Classification Using Deep Learning Approach P. Sivakamasundari, G. Niranjana 120-131 Medisync: Fingerprint-Enabled Authorization of Medical Device Calibration Priyanshu Mondal, R. Sai Sirandana, G. K. Janani, A. Kalyani, A. M. Arunnagiri 132-143 Renal Irregularities Detection Using Convolutional Neural Network Rosy Daniel, Ashwin Roberts Rajesh, Gokul Saravanan, Gowtham Ganeshkumar, Arulan Sabari Kasinathan 144-156 Surveillance and Mitigation of External Stimuli-Induced Sensory Overload in Autism with IoMT: Communicating Insights to Caregivers S. Chithra, Shri Janani Muruganantham, V. Kiruthika 157-166 SDG 4 Quality Education A New Innovative Initialization Strategy in Population-Based Evolutionary Optimization Algorithms A. Baskar 169-185 AI-Enhanced Sign Language Interpreter Vasanth Kumar Ch, A. Fawziya 186-198 An NLP Based Approach to Automate and Enhance the Systematic Review Within PRISMA Format Jeena A. Thankachan, Bama Srinivasan 199-212 Closing the Communication Divide: Enhancing Sign Language Recognition with Gesture-to-Text Conversion Through Computer Vision R. Krishnakumar, M. Kapil, V. Muthu Lakshmi 213-224 Evolving GAN-BERT Architecture for Efficient Text Categorization with Minimal Labeled Data C. Bagavathi, M. Raakesh, Chanamala Vipasyana Bhanu, Katheram Reddy, Kancharla Sathwik 225-238 Assessing Degradation Levels of Palm Leaf Manuscripts with Random Forest Using Gabor Features Achyuta Kowshik, Ambati Sai Sindhur, Annem Gnaneswara Reddy, Manasa Ganesh, Remya Sivan, Peeta Basa Pati 239-249 Sign Language Recognition System – A Review Jovitha Sahayaraj, K. Kaviyapriya, P. Vasuki 250-261 SDG 9 Industry, Innovation and Infrastructure Implementing a NFT Based Album Purchasing Web Application Using ReactJs by Integrating with Ethereum Blockchain D. Thamizhselvi, M. Shabika Fathima, M. Dhivya, M. Srinidhi 265-275 A Deep Learning-Based Algorithm for Predicting the Turning Point of Cloud Workload Anmol Jain, Sanjaya Kumar Panda 276-287 Perl eBook: Unleashing Machine Learning with TensorFlow.js in a Node.js and SQL Environment M. Nivethitha Devi, N. Jeyaprakash, R. Sanjay, B. R. Shashwat 288-298 Cluster Based Classification of Question Independent C Codes Aditya Vijjapu, Aditya H. Meti, Aniruddh Rao, Roshni M. Balakrishnan, Peeta Basa Pati 299-311 HyPRETo: Hybrid Pre-trained Ontology Approach for Contextual Relation Classification on Mosquito Vector Biocontrol Agents G. Jeyakodi, P. Shanthi Bala 312-326 Predictive Maintenance for Hard Disk Drives Using Random Forest Achal Baniya, Abhay Vinod, Hitesh Surya Chinta, Bhavith Manathanathu Pushakara, Peeta Basa Pati 327-338 Ethereum Powered Web3 Crowdfunding Platform S. B. Indra, S. Harshini, R. Sabitha 339-353 Enhancing Adaptive Data Management Middleware: Techniques for Federated Cloud Environments Vikas K. Kolekar, Sachin R. Sakhare 354-367 SDG 11 Sustainable Cities and Communities DestiNexus: Probabilistic Framework for Weather- Informed Travel Itinerary Optimization R. Ranjeeth Kumar, S. Naina, V. Muthulakshmi 371-385 Explaining Sentiments in Indian Legal Judgments with LIME and SHAP T. Hemanth Babu, V. Gopi Kiran, Suhas S. Bhat, Priyanka Prabhakar, Peeta Basa Pati 386-400 An Integrated Framework Utilizing Hybrid LDA and BERT for Enhanced Hotel Recommendation Systems Neha Bhende, R. Madhumita, R. Ishwarya, S. Senthamizh Selvi 401-412 Road Damage Detection Using Real Time Video G. Gomathi, G. Niranjana 413-428 Smart Armband with Fall Detection in Elderly A. R. Fathima Naushin, Nivetha Elango, Jeevesh Krishna Arigala, S. Vikash Anand, Kanchana Rajaram 429-438 Waste Segregation Using Deep Learning Model K. Jeevitha Bethulakshmi, M. S. Tejasree, S. K. Yasvinippriyaa, S. Umamaheswari 439-449 Touchless Doorbell with Face Detection Rathish Manivannan, S. Sabesh Raaj, S. Vidhusha, P. Madhankumar 450-457 Facial Deblurring and Recognition Using Image Processing and Machine Learning Techniques B. R. Subrahmanyam, T. S. Janavi, V. Keerthana, Ayesha Jumana Serajudeen, A. M. Arunnagiri 458-466

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