First International Conference on Data Intelligence and Smart Communication (IC-DAIS 2026)

First International Conference on Data Intelligence and Smart Communication (IC-DAIS 2026)

Proceedings

First International Conference on Data Intelligence and Smart Communication (IC-DAIS 2026)

Editors:
 Roshan Zameer Ahmed, Bangalore Integrated Management Academy, Bangalore, India
Saumya Das, Brainware University, Kolkata, India
Tanweer Ali, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal 576104, India

e-ISBN: 9788743817109

Available: September 2026

doi: https://doi.org/10.13052/rp-9788743817109

The First International Conference on Data Intelligence and Smart Communication (IC-DAIS 2026), organized by Bangalore Integrated Management Academy, Bangalore, India; the Department of Computer Science, Brainware University, Kolkata, India, Hirasugar Institute of Technology, Nidasoshi, Belgaum, India, Pune Vidyarthi Griha’s College of Engineering and Shrikrushna S. Dhamankar Institute of Management, Nashik, Maharastra, India. The conference was successfully held on August 13–14, 2026. The inaugural edition of IC-DAIS brought together researchers, academicians, industry professionals, practitioners, and students from across the world to exchange ideas and discuss emerging trends, innovations, and challenges in data intelligence, artificial intelligence, and next-generation smart communication technologies. The conference was conducted in hybrid mode, enabling participants to attend either in person at the organizing institutions or virtually.

IC-DAIS 2026 served as a vibrant platform for presenting high-quality research, fostering interdisciplinary collaboration, exchanging innovative ideas, and strengthening academic–industry partnerships. The conference addressed emerging developments in areas such as data-driven intelligence, artificial intelligence, smart cities, intelligent networks, next-generation communication systems, and sustainable digital transformation. It featured keynote lectures, invited talks, technical paper presentations, tutorials, and industry interaction sessions, providing participants with valuable opportunities for knowledge sharing, professional networking, and exploration of emerging technological directions.

The conference was technically sponsored by the IEEE Computational Intelligence Society Bangalore Chapter, India, and IEEE Student Branch BIMA, Bangalore. Their support contributed significantly to the technical quality and successful execution of the conference.

This volume of conference proceedings presents a collection of peer-reviewed papers accepted for presentation during IC-DAIS 2026. The contributions included in this volume reflect contemporary research and innovative approaches in data intelligence, artificial intelligence, smart communication, intelligent systems, and related emerging technologies, offering valuable insights into their theoretical foundations, practical applications, and future directions.

The organizing committee expresses its sincere gratitude to all authors, reviewers, keynote speakers, invited speakers, session chairs, technical committee members, and participants whose valuable contributions and enthusiastic involvement made IC-DAIS 2026 a successful and memorable event. Special thanks are extended to River Publishers for publishing the conference proceedings.

We look forward to future editions of IC-DAIS, continuing the journey of knowledge exchange, interdisciplinary collaboration, and technological innovation in data intelligence and smart communication.
Data Intelligence; Artificial Intelligence; Smart Communication; Machine Learning; Deep Learning; Intelligent Networks; Smart Cities; Next-Generation Communication Technologies; Data Analytics; Computational Intelligence; Internet of Things (IoT); Sustainable Digital Transformation; Intelligent Systems;

Chapter 1: RETRIEVAL-AUGMENTED LARGE LANGUAGE MODELS FOR SOIL-DRIVEN INTELLIGENT CROP RECOMMENDATION: A COMPREHENSIVE REVIEW AND EXPERIMENTAL VALIDATION
by MOHAN K, ROHITAKSHA K
https://doi.org/10.13052/rp-9788743817109A001


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Chapter 2: Explainable Machine Learning for Non-Invasive Prediction of Liver Fibrosis in NAFLD Using Routine Clinical Biomarkers
by Arpit Chhabra, Namrata Dhanda, Pranav Pant, Ramsha Azra, Vandana Yadav
https://doi.org/10.13052/rp-9788743817109A002


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Chapter 3: Deep Learning-Driven Multi-Omics Integration for Cancer Classification and Biomarker Discovery
by Pakhi Sharma, Namrata Dhanda, Vandana Yadav, Krishna Yadav
https://doi.org/10.13052/rp-9788743817109A003


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Chapter 4: A Comprehensive Deep Learning Approach for Heart Failure Risk Assessment and Classification
by Zainab Hassan, Namrata Dhanda, Vandana Yadav, Neha Chauhan
https://doi.org/10.13052/rp-9788743817109A004


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Chapter 5: Heart Disease Prediction in Explainable AI-Based Clinical Decision Support System based on XGBoost and SHAP
by Ravi Ranjan Singh, Jatin Kumar, Bijoyini Bagchi, Neha Gupta, Aditya Singh
https://doi.org/10.13052/rp-9788743817109A005


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Chapter 6: Graph-Based Entity Resolution for Real-Time Financial Sanctions Screening: Leveraging Knowledge Graphs and GNN-Enhanced Fuzzy Matching at Enterprise Scale
by Suman Reddy Gaddam
https://doi.org/10.13052/rp-9788743817109A006


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Chapter 7: Multi-Drug Resistance Prediction in HIV/AIDS Using Hybrid Machine Learning Ensemble
by Titash Roy, Bijoyini Bagchi
https://doi.org/10.13052/rp-9788743817109A007


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Chapter 8: A Hybrid CNN-CBAM-Vision Transformer Framework for Fingerprint-Based ABO and Rh Blood Group Classification
by Rajdeep Moulik, Protyusha Mondal, Bijoyini Bagchi, Rahul De, Pritesh Patra, Riddhi Banerjee
https://doi.org/10.13052/rp-9788743817109A008


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Chapter 9: Hybrid EfficientNet–Vision Transformer Model for Brain Tumor Detection Using MRI Images
by Soumesh Acharya, Sumanjoy Nag, Bijoyini Bagchi
https://doi.org/10.13052/rp-9788743817109A009


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Chapter 10: Enhancing Twitter Sentiment Classification Through a Hybrid RoBERTa-BiLSTM Architecture
by Priyanshu Dixit, Abhishikta Chakraborty, Bijoyini Bagchi
https://doi.org/10.13052/rp-9788743817109A010


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Chapter 11: An Intelligent Hybrid Recommendation Framework using Large Language Model (LLM) and Deep Reinforcement Learning (DRL) to Resolve Cold Start Problem
by Gnanakumar G, Vijayakumar Adaickalam
https://doi.org/10.13052/rp-9788743817109A011


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Chapter 12: UAET: A Unified Adaptive-Expert Transformer for Efficient and Accurate Intelligent Document Processing
by Debadatta S. Roy, Sreeza Chowdhury, Bijoyini Bagchi
https://doi.org/10.13052/rp-9788743817109A012


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Chapter 13: Beyond Dead Zones: A Service-Continuity Architecture for Terrestrial 5G and Non-Terrestrial Smartphone Networks
by Abhijeet Banode, Kiran Garde
https://doi.org/10.13052/rp-9788743817109A013


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Chapter 14: Explicit Attention with CNNs vs Implicit Attention with Transformers: Insights from Brain Tumor Segmentation
by S. Annie Priyadarshini, Rudru Gowtham, Premkumar Borugadda, Dulla Srinivas, K. Martina Rani, Kodali Sai Praveen
https://doi.org/10.13052/rp-9788743817109A014


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Chapter 15: LLM-Driven Research Assistant for Automated Literature Analysis and Research Gap Detection
by Bijoyini Bagchi, Kaushik Banerjee, Tunir De, Trina Chakraborty, Sayudh Chakraborty
https://doi.org/10.13052/rp-9788743817109A015


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Chapter 16: Sustainable hydrothermal synthesis and characterization of carbon-ZnO nanocomposites from discarded dry cell batteries for prospective antimicrobial applications
by Hari Murthy, Khushi N, Aghal Pravin, P Baraneedharan, Sourav Roy
https://doi.org/10.13052/rp-9788743817109A016


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Chapter 17: Q-Learning-Based Adaptive Routing for IoT-Enabled Wireless Networks
by Pinakshi De,Sayantani Sarkar, Meghdoot Mukhopadhyay, Boudhayan Bhattacharya
https://doi.org/10.13052/rp-9788743817109A017


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Chapter 18: Comparative Evaluation of Hybrid CNN-LSTM Models for Salinity-Tolerance Gene Prioritization in Halophytes using Transcriptomic Data
by Nikitha.V, Sree kala.T
https://doi.org/10.13052/rp-9788743817109A018


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Chapter 19: Modeling and Detection of FoMO-Inducing Content in Social Media Advertising Using Machine Learning Techniques
by Sandhya Sabu, A. Ambeth Raja, V.Devi, S.Lavanya
https://doi.org/10.13052/rp-9788743817109A019


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Chapter 20: The Next Generation of AI for Social Transformation: Opportunities and Governance Challenges
by Deepti Chhabra, Gagandeep Kaur
https://doi.org/10.13052/rp-9788743817109A020


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Chapter 21: DSTAQ-Net: A Dynamic Spatio-Temporal Deep Learning Framework for Multi-Pollutant Air Quality Prediction Using Distributed Sensor Networks
by M.Divya, V. Devi, D.Ravikumar
https://doi.org/10.13052/rp-9788743817109A021


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Chapter 22: Early Prediction of Heart Failure Progression Using an Attention-Enhanced LSTM Framework
by S.Bhuvana, V. Devi, D.R. Ashwin Kumar
https://doi.org/10.13052/rp-9788743817109A022


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Chapter 23: An Efficient Deep Transfer Learning Model for Cervical Cell Classification in Digital Cytology Images
by Sheela V, V. Devi, A. Ambeth Raja
https://doi.org/10.13052/rp-9788743817109A023


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Chapter 24: Behavior-Aware Machine Learning Approaches for Detecting False Data Injection and Ensuring Data Integrity in IoT Networks
by S.Vijaya, V. Devi, A. Ambeth Raja
https://doi.org/10.13052/rp-9788743817109A024


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Chapter 25: ML-EIDIoT: A Lightweight Machine Learning Framework for Early Intrusion Detection in Resource- Constrained IoT Networks
by Samundeeswari, A.Ambeth Raja, V. Devi, D.R.Ashwin Kumar
https://doi.org/10.13052/rp-9788743817109A025


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Chapter 26: Automatic Identification of Sedentary Behavior Triggers in Adult Narratives Using Natural Language Processing
by D.Malathy, A.Ambeth Raja, V. Devi, D.Ravikumar
https://doi.org/10.13052/rp-9788743817109A027


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Chapter 27: Cooperative Machine Learning–Based Jamming Defense for Secure and Energy-Efficient Resource-Limited Networks
by R.Sureshkumar, A.Ambeth Raja, V.Devi
https://doi.org/10.13052/rp-9788743817109A027


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Chapter 28: Predicting Early Functional Outcomes in Acute Ischemic Stroke Using Interpretable Deep Learning
by Arun Kumar R, Dayananda P, Niranjanamurthy M
https://doi.org/10.13052/rp-9788743817109A028


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Chapter 29: Hybrid Feature Selection and Ensemble Learning for Early Heart Failure Diagnosis
by S.Lavanya, S.Jayachandran
https://doi.org/10.13052/rp-9788743817109A029


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Chapter 30: The Perceived Efficacy of AI-Assisted Debugging versus Manual Debugging Among Novice Python Developers
by Ayantika Das, Anupam Mondal
https://doi.org/10.13052/rp-9788743817109A030


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Chapter 31: Design and Verification of a 10G Ethernet MAC Layer using Universal Verification Methodology
by Sambhrama Managuli
https://doi.org/10.13052/rp-9788743817109A031


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Chapter 32: A Deep Residual Learning Framework for Automated Diabetic Retinopathy Detection from Retinal OCT Images
by Mookambigai S, V. Devi, A. Ambeth Raja
https://doi.org/10.13052/rp-9788743817109A032


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Chapter 33: A Hybrid Meta-Learning Framework for Robust Fake Review Detection Using KNN, GMM, and BERT Embeddings
by Maniyarasan V, Senthilkumar G
https://doi.org/10.13052/rp-9788743817109A033


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Chapter 34: SIMULATION-BASED DEFECT PREDICTION IN IRON CASTINGS: A REVIEW OF COMPUTATIONAL METHODS AND CLEANING VALIDATION TECHNIQUES FOR SUSTAINABLE MANUFACTURING
by Sangram S. Petkar, Rahul A. Pasale, Dr. Kallappa M. Akkoli, Dr. Hanmant V. Shete
https://doi.org/10.13052/rp-9788743817109A034


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Chapter 35: An Integrated Hybrid Fuzzing Framework for Concurrent Software Based on Model Checking and Machine Learning
by Narmatha G, Senthilkumar G
https://doi.org/10.13052/rp-9788743817109A035


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Chapter 36: Security Vulnerabilities and Mitigation Strategies for VPNs and Password Managers: A Comprehensive Review in the Post-Pandemic Threat Landscape
by Kirtpreet Kaur, Krishnendu Rarhi, Tarang Gupta
https://doi.org/10.13052/rp-9788743817109A036


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Chapter 37: Prediction of Student Dropout Risk Using Multi Factor ML Combining Attendance, Grade and Engagement
by Santhanalakshmi S, Senthilkumar G
https://doi.org/10.13052/rp-9788743817109A037


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Chapter 38: Deep Learning-Based Prognosis Prediction in Traumatic Brain Injury (TBI)
by Santhiya U, Senthilkumar G
https://doi.org/10.13052/rp-9788743817109A038


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Chapter 39: CODECOLLAB: A REAL-TIME COLLABORATIVE CODE EDITOR
by S V Sivashakthi, Senthilkumar G
https://doi.org/10.13052/rp-9788743817109A039


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Chapter 40: AI-Driven Traffic Prediction and Intrusion Detection Framework for Intelligent 6G Wireless Networks.
by Syed Faizan Muyeez, Dr. Hemavathi P
https://doi.org/10.13052/rp-9788743817109A040


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Chapter 41: A Context-Aware Fuzzy Inference System for Energy- Efficient Data Aggregation in Industrial IoT Ecosystems
by Kallagouda S Patil, Shanta Patil, Shweta Malluramath, Prashant Sangulagi, Mallikarjun Sarsamba
https://doi.org/10.13052/rp-9788743817109A041


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Chapter 42: Designing Trustworthy and Explainable Agentic AI Frameworks for Decision Transparency in Governance Systems
by Monali Parikh, Dr. Nandini Chaudhari
https://doi.org/10.13052/rp-9788743817109A042


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Chapter 43: AI-Driven Performance Improvement Frameworks for Enhancing Employee Effectiveness in the Digital Workplace
by Prof. Prathibha Josephine, Prof. N. R. Bharathi, Prof. Leelavati P. Chivate, Mr. Vaddi Siva Sai Kumar, Mr. Thulasimgari Vijay, Mr. Guduru Vamshi, Mr. Bontha Ashok, Mr. Ziyad Mohammed
https://doi.org/10.13052/rp-9788743817109A043


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Chapter 44: Context-Based Feature Technique for Sarcasm Identification Using Deep Learning and the BERT Model
by S Mehak Afreen, K N Prashanth Kumar
https://doi.org/10.13052/rp-9788743817109A044


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Chapter 45: Comparative Analysis of Multimodal MRI–PET Fusion Strategies for Alzheimer's disease Classification using 3D Convolutional Neural Networks
by Shivam Kumar Srivastava, Pratibha Maurya, Pankaj Kumar
https://doi.org/10.13052/rp-9788743817109A045


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Chapter 46: A Federated Multi-Task Learning Framework with Feature Attention Gating and Residual Encoding for Sustainable Power Enterprise Evaluation
by Varsha K M, Anusha K L, Chaitanya V, Dr Shankara Gowda S R
https://doi.org/10.13052/rp-9788743817109A046


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Chapter 47: Study of Improvement in Fatigue Properties of AISI 304 Stainless Steel Using Shot Peening Process
by D. N. Inamdar, M M Shivashimpi, M. S. Futane, S N Topannavar, Supriya M. Kamble, Vishwanath. I. Patil, Shreedevi Beesanakoppa
https://doi.org/10.13052/rp-9788743817109A047


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Chapter 48: A Machine Learning Approaches for Left Ventricular Hypertrophy Detection
by Chaitanya V, Lavanya N L, Nirmala S Gupta
https://doi.org/10.13052/rp-9788743817109A048


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Chapter 49: AI-Based Embodied Carbon Estimation from Bill of Quantities Data in Indian Construction Projects
by Ankith Prabhu, Ritika Reddy Alla, Shreya Rao, Ankita Thakkar, Yisol Choi, Lakshmanan M
https://doi.org/10.13052/rp-9788743817109A049


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Chapter 50: Prediction of Cancer: By Fuzzy AHP and TOPSIS Methods
by Trupthi Rao, Ankita Thakkar, Navya Holla K, Dr. Manasa, Shridhar B Devamane, Gargi N
https://doi.org/10.13052/rp-9788743817109A050


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Chapter 51: Integrated Fuzzy TOPSIS and AHP Approach for Selecting Car Brand using Multiple Decision Features
by Trupthi Rao, Souramita Bhowmik, Shivnandan Rai, Ashwini Kodipalli, Shridhar B Devamane, Gargi N
https://doi.org/10.13052/rp-9788743817109A051


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Chapter 52: Evaluating Water Potability: A Fuzzy Logic Approach
by Trupthi Rao, Shivnandan Rai, Souramita Bhowmik, Ashwini Kodipalli, Shridhar B Devamane, Gargi N
https://doi.org/10.13052/rp-9788743817109A052


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Chapter 53: TabChain-Ensemble: A Blockchain-Integrated Ensemble Learning Framework for Secure IIoT Transactions
by G. Bharanidharan, Bhavana Jamalpur, Dinesh P. S, Madhumitha C, P. X. Edwin Arshina, B. Jegajothi
https://doi.org/10.13052/rp-9788743817109A053


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Chapter 54: Design and Performance Enhancement of a Multiband 1×4 Microstrip Array Antenna Using a Slotted Square-Ring Frequency-Selective Surface for Sub-6 GHz 5G Applications
by D. M. Kumbhar, S.S. Ittannavar, S. S. Patil, D. B. Madihalli, S.J. Patil, Sanket Badakar
https://doi.org/10.13052/rp-9788743817109A054


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Chapter 55: Factors Affecting Customers Satisfaction in the Airline Industry using AHP and TOPSIS Methods
by Trupthi Rao, Souramita Bhowmik, Shivnandan Rai, Ashwini Kodipalli, Shridhar B Devamane, Gargi N
https://doi.org/10.13052/rp-9788743817109A055


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Chapter 56: An Intelligent Domain-Specific Content Categorization Framework Using a Deep Learning-Based Hybrid Approach
by V.K. Janani Sivapriya, R. Saravana Moorthy, S. Angel
https://doi.org/10.13052/rp-9788743817109A056


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Chapter 57: An Explainable Federated CNN-LSTM Framework for Early Deterioration Prediction in Lymphoma Patients Using Wearable IoT
by K. Harini, Suhasini Vijaykumar Kottur, Rathiya R, R. Kalaivani, Bindu K V, M. Vijayaragavan
https://doi.org/10.13052/rp-9788743817109A057


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Chapter 58: An Agentic AI-Driven Autonomous Threat Hunting Framework Using Retrieval- Augmented Multi-Agent Systems and Deep Reinforcement Learning
by M. P. Bobby, Vignesh R. S, P. N. Karthikayan, Gayathri Devi Subramanian, Bindu K V, B. Jegajothi
https://doi.org/10.13052/rp-9788743817109A058


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Chapter 59: SELF-SUPERVISED UNDERWATER OBJECT DETECTION VIA DEPTH-CONSISTENT CONTRASTIVE ALIGNMENT AND ADAPTIVE MULTI-SCALE PROTOTYPE LEARNING
by Monica D, V Parthipan
https://doi.org/10.13052/rp-9788743817109A059


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Chapter 60: Comparative Evaluation of Deep Convolutional Neural Networks and a Lightweight MobileNet-Based Architecture for Real-Time Guava Leaf Disease Detection on Android Devices
by Vaibhavi Pandya, Monali Parikh, Nisha Parmar, Arvisha Modhiya
https://doi.org/10.13052/rp-9788743817109A060


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Chapter 61: Real-Time Sentiment and Emotion Analysis for Social Media Brand Monitoring Using Transformer-Based Natural Language Processing
by Monali Parikh, Vaibhavi Pandya, Priyanka Makwana, Barot Kajal
https://doi.org/10.13052/rp-9788743817109A061


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Chapter 62: Privacy-Preserving Offline-Capable Multi-Modal Biometric Authentication Using Edge-Native Tri-Layer Fusion in Trust Zone Enclaves
by Monali Parikh, Rohini Patel, Revika Kothari, Drashti Mehta
https://doi.org/10.13052/rp-9788743817109A062


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Chapter 63: Balancing Accuracy and Sensitivity: An Ablation Study of Focal Loss for Multiclass Skin Cancer Classification
by Pramod. V. Patil, S.S. Ittannavar, Jagadish S Jakati, S. S. Malaj, Sunita Karabasannavar, Bhavaling Alias Pratima Khot
https://doi.org/10.13052/rp-9788743817109A063


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Chapter 64: A Lightweight Representative Grid Framework for Sparse Recommendation Systems
by Sakshi Siva Ramakrishna, T Anuradha
https://doi.org/10.13052/rp-9788743817109A064


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Chapter 65: Artificial Intelligence-Enabled Organizational Resilience and Corporate Social Responsibility: A Quantitative Study of Sustainability in Moroccan Small and Medium Enterprises in the Post-Pandemic Era
by Iman El Joubari , Fatima Ezzahra Khtabe
https://doi.org/10.13052/rp-9788743817109A065


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Chapter 66: An Explainable Artificial Intelligence Framework for Smart Traffic Management and Emergency Response on National and State Highways
by Dr. Archana J R, Dr. Suma S, Prof. Prathibha V, Dr Anjali K V, Mr. Ziyad Mohammed
https://doi.org/10.13052/rp-9788743817109A066


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Chapter 67: Cloud-Native Data Fabric Architecture for Unified Risk and Fraud Intelligence in Banking Systems
by Suresh Varma Dendukuri
https://doi.org/10.13052/rp-9788743817109A067


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Chapter 68: “Ensemble Knowledge Distillation for Federated Semi- Supervised Medical Image Classification”
by Shivani S, Suma L
https://doi.org/10.13052/rp-9788743817109A068


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Chapter 69: Automated Glacier Boundary Delineation and Change Detection Using U-Net and CNN on Sentinel-1 SAR Imagery
by Jagdish Kapadnis, Dr. Avinash Dhole, Jayesh J. Pandey, Kanishk T. Vadge, Prerana R. Thok
https://doi.org/10.13052/rp-9788743817109A069


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Chapter 70: A Real-Time Smart Surveillance Framework Using Edge– IoT for Suspicious Activity Detection and Facial Emotion Analysis
by Nidhi P. Nandankar, Shraddha R. Khonde
https://doi.org/10.13052/rp-9788743817109A070


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Chapter 71: OmniAI: A Multi-Agent Conversational Assistant for Task Automation
by Priyanka Waghmare, Satchal Patil, Aditya Savale, Prafull Satle, Krishna Tilwane
https://doi.org/10.13052/rp-9788743817109A071


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Chapter 72: An Integrated Intelligent System for Transformer Manufacturing
by V.Gedam, S. Gimhavanekar, S. Ghumre, R. Gaikwad, V. Gaikwad
https://doi.org/10.13052/rp-9788743817109A072


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Chapter 73: The Experiential Roadmap to Launching Your Venture
by Disha S. Wankhede, Parth Beldar, Baswadeep Bembarem, Aatish Bagal, Savya Bhamare
https://doi.org/10.13052/rp-9788743817109A073


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Chapter 74: Hospital management through AI: smart health assistant app
by Prof.Priyanka Waghmare, Suvidya Sonawane, Sonal Shinde, Suraj Dombe, Parth Nalawade
https://doi.org/10.13052/rp-9788743817109A074


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Chapter 75: NeuroFlow IDE: An AI-Assisted Interactive Browser- Based Development Environment
by Aniket Atram, Ansh Bagul, Yash Bhongale, Ruchika Birajdar, Shobha Patil
https://doi.org/10.13052/rp-9788743817109A075


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Chapter 76: Energy-Aware Network Coding AOMDV for IoT-Enabled MANETs
by Vishal Bogam, Aarti Pimpalkar
https://doi.org/10.13052/rp-9788743817109A076


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Chapter 77: Ask Your Trash: A Smart Bin System for Waste Segregation and Tracking
by Toshita Bhagwate, Yoshita Bardhe, Aishwarya Mutha, Dr. Archana G. Said
https://doi.org/10.13052/rp-9788743817109A077


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Chapter 78: A Design and Implementation of Jet shrouded Wind Turbine System
by Ms. Deepali V. Wagh, Sumit V. Chim, Vrushali B. Mundphan, Vaishnavi V. Patil
https://doi.org/10.13052/rp-9788743817109A078


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Chapter 79: Real-Time Tomato Leaf Disease Detection Using YOLOv7
by Aditya Ramkrushna Mahale, Puja Somnath Mahale, Dr. A. S. Thorat, Piyusha Rajendra Mahajan, Adarsh Pravin Patil
https://doi.org/10.13052/rp-9788743817109A079


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Chapter 80: An Integrated System for Leaf Disease Prediction and Crop Management
by Subodhini Gurav
https://doi.org/10.13052/rp-9788743817109A080


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Chapter 81: Bridging the Semantic Gap: Natural Language to Relational Algebra and SQL Query Generation
by Kirti H. Wanjale, Pragati A. Bandagar, Manasvi S. Bandkar, Aadi A. Bhangdiya, Yogini P. Bhamare
https://doi.org/10.13052/rp-9788743817109A081


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Chapter 82: Machine Learning-Based Network Intrusion Detection System Using Random Forest
by Amit Kurmi
https://doi.org/10.13052/rp-9788743817109A082


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Chapter 83: MapMates: A Gamified Social Networking and AI-Driven Urban Discovery Environment
by Raviraj Raibagkar, Radhika Kawadkar, Rishika Raj, Satyam Rahane
https://doi.org/10.13052/rp-9788743817109A083


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Chapter 84: A Study on IoT-Based Data Collection and Monitoring Systems for CNC Machines in Smart Manufacturing
by D.R.Lahore, Dr.K.B.Deshmukh, Dr.S.A.Sonawane
https://doi.org/10.13052/rp-9788743817109A084


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Chapter 85: IoT-Based Smart Irrigation System with Remote and Voice Control
by Rutika Dhembare, Dhanshree Dhindale, Saloni Tanmor, Shaheen Khan, Shraddha Jagtap, Mrs. Supriya Jagtap
https://doi.org/10.13052/rp-9788743817109A085


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Chapter 86: Hybrid Search Engine for Maharashtra Government Schemes
by Aishwarya Gunjal, Kanchan Khemnar, Pawan Poojary, Pranav Kulkarni, Prof.Manish Khodaskar, Mr. Raviraj Joshi
https://doi.org/10.13052/rp-9788743817109A086


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Chapter 87: Blockchain-Enabled, AI-Driven Smart Health Record System for Secure, Interoperable, and Patient-Centric Data Management
by Yukta Vishnoi, Archana Nanade
https://doi.org/10.13052/rp-9788743817109A087


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Chapter 88: Toward a quantum internet for healthcare: a tiered hybrid network topology
by A. Lawande, S. Shere, K. Kamble, S. Salunkhe
https://doi.org/10.13052/rp-9788743817109A088


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Chapter 89: A Comprehensive Audit Framework for Responsible AI Systems
by Arnav Vaidya, Arya Thanekar, Shruti Mone, Sampada Tagalpallewar, Prof. Manish Khodaskar
https://doi.org/10.13052/rp-9788743817109A089


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Chapter 90: Design and Implementation of a GNSS-IoT Architecture for Real- Time Location Tracking in Yard Management
by Anjali Patil, Shreyasi Chaudhari, Adil Sayed, Kunal Patekar, Pranali Choudhari, Anita Jadhav, Nitin Shewale
https://doi.org/10.13052/rp-9788743817109A090


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Chapter 91: Ruminix: A Pomodoro Study Platform
by Khushi Shah, Dhanavi Shah, Sanika Gojare, Yukta Vishnoi
https://doi.org/10.13052/rp-9788743817109A091


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Chapter 92: YOLO-LFA: Lightweight Feature Attention for Real-Time Vehicle Detection
by Jasmine Selvakumari Jeya I, Priyadarshi Nihal, Pratyush Dubey, Dev Tailor, Dattatrey, Shivalik Mathur
https://doi.org/10.13052/rp-9788743817109A092


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Chapter 93: Obstacle Detection Using LiDAR Distance Thresholding
by Abhimanyu Chavan, Pratik Zope, Vinay Desai, Milind Shah, Adrian Christopher
https://doi.org/10.13052/rp-9788743817109A093


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Chapter 94: Benchmark Analysis of Deep Learning Models and MedImageInsight Embeddings for Pneumonia Detection from Chest X-Rays
by Aldrin Joan Pandian W, Saravanan S, Raghavendra Mishra, Jasmine Selvakumari Jeya I, Indirani M, J Manikandan
https://doi.org/10.13052/rp-9788743817109A094


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Chapter 95: Risk–Return Profile of Nifty100 ESG versus Nifty 50: Evidence on Sustainable Investing in India
by Dr. Riddhi Sanghvi, Dr. Jay Talati
https://doi.org/10.13052/rp-9788743817109A095


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Chapter 96: Review of Deep Learning Transformer Architectures for Multi-Omics Integration in Rare Disease Diagnosis
by Pallavi Dilip Waghmare, Dr. Vijay N Patil
https://doi.org/10.13052/rp-9788743817109A096


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Chapter 97: SenseBin: IoT-Based Solar Powered Smart Dustbin for Real- Time Waste Level, Gas Smell, and Lid Status Detection
by Shree Ambekar, Prof. Sayali Belhe, Suyash Ambi, Akash Kumar, Sankalp Akkar
https://doi.org/10.13052/rp-9788743817109A097


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Chapter 98: An Agentic AI Framework for Adaptive and Inclusive Tax Filing in India
by Jay Nagose, Soniya Mate, Prajakta Kale, Dakshit Vardekar, Shantanu Bhavsar, Snehal Hon, Yogesh S. Deshmukh
https://doi.org/10.13052/rp-9788743817109A098


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Chapter 99: Post-Quantum Cryptography for Securing Banking API: A Survey
by Kshitij Dhake, Atharva Dhake, Kartik Tichkule, Abhinay Dhamankar, Sachin Pande
https://doi.org/10.13052/rp-9788743817109A099


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Chapter 100: AI-Driven Road Safety Monitoring and Civic Issue Reporting System Using Computer Vision
by M. Venkata Soodarshan, Ketan G. Nibandhe, Vaibhav S. Nagawade, Dr. Chetan N. Aher
https://doi.org/10.13052/rp-9788743817109A100


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Chapter 101: Leveraging Seaborn and XGBoost for Customer Analysis and Early Dissatisfaction Detection
by Prof. Sayali Belhe, Siddhesh Kulthe, Chirayu Patil, Krishna Patil, Rushikesh Pathare, Dnyaneshwar Patil
https://doi.org/10.13052/rp-9788743817109A101


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Chapter 102: CropTalk- AI-Driven Crop Disease Prediction And Management System
by Aparna Torade, Apurv Deshmukh, Harshad Jadhav, Monali Tingane
https://doi.org/10.13052/rp-9788743817109A102


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Chapter 103: Collaborative Generative AI Agents for Enhanced Organizational Innovation
by Prof. Komal Munde, Prof Suvarna Pawar, Prof. Kanchan Wankhade , Prof. Sneha Deshmukh, Prof. Sachin Thanekar, Prof. Priya Khune
https://doi.org/10.13052/rp-9788743817109A103


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Chapter 104: A Smart and Automated Attendance Monitoring System
by Monali Tingane, Rohan Patil
https://doi.org/10.13052/rp-9788743817109A104


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Chapter 105: Wellness Buddy: An AI-Enabled Emotion-Aware Companion for Digital Wellbeing
by Supriya P. Jagtap, Arya Pawar, Samarth Bidkar, Nidhish Chincholkar, Aarush Sengupta, Adithya Sagri
https://doi.org/10.13052/rp-9788743817109A105


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Chapter 106: Virtual Chemistry Lab
by Priyanka Kamble, Soham Sane, Ayush Bhosale, Himanshu Macchi, Saish Mekal
https://doi.org/10.13052/rp-9788743817109A106


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Chapter 107: An Integrated Weather Intelligence Platform for Historical Analysis and Real-Time Extreme Event Alerts
by Omkar Raskar, Prof. Sayali Belhe, Prathamesh Kumbhare, Hitesh Pawar, Sameer Shaikh , Sandesh Rabade
https://doi.org/10.13052/rp-9788743817109A107


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Chapter 108: A Review of Lightweight and Explainable AI for Clinical Edge Deployment
by Shital Ajit Dumbre, Dr. Arati Kale
https://doi.org/10.13052/rp-9788743817109A108


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Chapter 109: A Hybrid Crowdsourced Platform for Civic Problem Reporting and Resolution
by Tejaswini Bhosale, Vishal Hingmire, Rajita Dixit, Vaidehi Nadge, Vaishnavi Jadhav,Jayashree Rajesh Prasad
https://doi.org/10.13052/rp-9788743817109A109


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Chapter 110: AI-Driven Vision-Guided Robotic Arm for Real-Time Defect Detection in Smart Manufacturing
by Mrs. Aparna Prakash Bairagi, Dr. S. K. Sonkar
https://doi.org/10.13052/rp-9788743817109A110


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Chapter 111: An Explainable Longitudinal Machine Learning Framework for Early Cervical Cancer Risk Prediction
by Sneha K. Deshmukh, Dr. Suvarna Eknath Pawar, Sachin Arun Thanekar, Komal Munde
https://doi.org/10.13052/rp-9788743817109A111


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Chapter 112: Automated Property and Risk Assessment System for Maharashtra
by Pranav Divekar, Komal Shendage, Siddhi Kadam, Vedant Dongare ,Prof. Prashant Sadaphule
https://doi.org/10.13052/rp-9788743817109A112


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Chapter 113: An Explainable Deep Learning-Based Intrusion Detection System Using SHAP and LIME for Enhanced Transparency
by Prasad A. Lahare, Babasaheb A. Abhale, Jagdish Kapadnis, Smita Thakare, Rupali Purkar, Rupali Rahinj
https://doi.org/10.13052/rp-9788743817109A113


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Chapter 114: AI-Driven Tuberculosis Detection Using VGG-16
by Prof. Dr. Reena Gunjan, Ms. Sharon Kasabe, Mr. Devalh Anil Parmar, Ms. Aadi Upadhyay, Mr. Hemant Sonewale
https://doi.org/10.13052/rp-9788743817109A114


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Chapter 115: SmartCry: Identifying Abnormal Infant Cry Patterns Using MFCC And Machine Learning Models
by Dattatray Waghole, Smita Wagh , Pranav Badole, Shrutam Hinge ,Tanesh Devhare, Virendra Godse
https://doi.org/10.13052/rp-9788743817109A115


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Chapter 116: AI Based Smart And Sustainable Biogas System For Rural Empowerment
by Dattatray Waghole , Smita Wagh, Shreetej Korde, Joel Chandanshiv, Shreyas Aher
https://doi.org/10.13052/rp-9788743817109A116


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Chapter 117: AirGuard: Micro-Doppler-Based Target Classification Using Edge AI
by Dattatray Waghole, Smita Wagh, Arya Dongare, Anjum Maner, Kirti Chandratike
https://doi.org/10.13052/rp-9788743817109A117


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Chapter 118: Speak My Scan: An Assistive Image-to-Speech System for Visually Impaired Users
by Supriya Jagtap, R. Bhutada, P. Bangar, R. Bhusare, K. Akolkar, R. Biradar
https://doi.org/10.13052/rp-9788743817109A118


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Chapter 119: HbA1c-Integrated Multimodal Deep Learning for Diabetic Retinopathy Severity Classification and Short-Term Progression Risk Stratification
by Ananya V S, Jasmine Selvakumari Jeya I, Aldrin Joan Pandian W, Kannaiya Raja N, Indirani M, Saravanan S
https://doi.org/10.13052/rp-9788743817109A119


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Chapter 120: A Trend-Aware Multi-Modal Generative Framework for Automated Social Media Content Creation
by Devendra Veer, Smith Mavli, Sarthak Waykar, Dr. Chetan N. Aher
https://doi.org/10.13052/rp-9788743817109A120


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Chapter 121: Toxicity Detection in online games using Reinforcement Learning
by Mrs. Ruquia Taha Khatoon, Dantala Shivaghna, Katta Harsha Vardhan
https://doi.org/10.13052/rp-9788743817109A121


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Chapter 122: MedVerify: A Severity-Aware System for Verification of Medical Claims Generated by Conversational AI Systems
by Aditi Londhe, Aarya Badhe, Tanish Charthankar, Shrujan Kundgulwar, Sachin Shelke
https://doi.org/10.13052/rp-9788743817109A122


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Chapter 123: Blockchain-Integrated and Privacy-Preserving AI Framework for Drug Authenticity Verification in Intelligent Pharmaceutical Supply Chains
by Shamali A. Gupte, Rajkumar Shende
https://doi.org/10.13052/rp-9788743817109A123


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Chapter 124: AI-Driven Parcel Sorting System Using QR Code Recognition and PLC Control
by Dr. G. S. Gadge, Rushikesh Kokate, Aditya Jamdade, Kunal Danawale
https://doi.org/10.13052/rp-9788743817109A124


3

Chapter 125: Systematic Review of Terahertz Antenna Design: Materials, Fabrication Challenges, and Future Perspectives
by Amit J. Naik, Anil B. Nandgaonkar
https://doi.org/10.13052/rp-9788743817109A125


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Chapter 126: Research Compass: An LLM-Orchestrated Multi-Source Framework for Intelligent Scholarly Paper Retrieval
by Anay Joshi, Anurag Mahalpure, Abhishek Marwade
https://doi.org/10.13052/rp-9788743817109A126


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Chapter 127: A Comprehensive Review on Weather Anomaly Detection and Risk Prediction for Smart Agriculture
by Ms.Pallavi V. Lengare, Dr. Shilpa V.Shinde, Dr.P. P. Chavan , Dr.P.R.Somani
https://doi.org/10.13052/rp-9788743817109A127


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Chapter 128: Rheological Characteristics of Limestone water Suspension
by Mukesh Kumar Singh, Satish Kumar, Shalendra Kumar, Shivam kumar, Nihaal Sahay, Asisha Ranjan Pradhan
https://doi.org/10.13052/rp-9788743817109A128


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Chapter 129: Smart Helmet for Construction Workers
by Swati Bhangare, Arati Pingle, Sagar Pangavhane, Mrudul Kulkarni, Vivek jadhav, Nitish Pale,Tanaya Patil
https://doi.org/10.13052/rp-9788743817109A129


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Chapter 130: Driver Drowsiness Detection and Alert System Using Eye Tracking
by Shital A. Barahate , Yogesh R. Shinde , SAKSHI V. BHUSARE, AMRUTA G.DAHALE, VAISHNAVI D. GAIKWAD
https://doi.org/10.13052/rp-9788743817109A130


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Chapter 131: Automatic Portfolio Website Builder: A Web-Based System for Automated Portfolio Generation and Skilled- Based Job Recommendation
by Prof. V. R. Lele, Prof. S. K. Thakare, Mr. Prathamesh. R. Patil, Mr. Tanmay. S.Landge, Mr. Yash. P. Bagul, Mr. Yash. V. Pagar
https://doi.org/10.13052/rp-9788743817109A131


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Chapter 132: Design and Implementation of a Decentralized Uptime Monitoring System with Byzantine Fault Tolerance on Solana
by Satish Bhadane, Dipali Shinde, Dhananjay Ahire, Ritesh Chaudhari, Sujit Gaware, Chetan Chavan
https://doi.org/10.13052/rp-9788743817109A132


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Chapter 133: An AI-Powered Predictive Cloud Resource Allocator Using Prometheus-Based Workload Telemetry
by Dr. Chetan H. Patil, Prof. Sanket G. Chordiya, Prof. Hansa S. Borse, Atharva V. Aher, Akshada B. Dinde, Amit S. Chaudhari, Vaishnavi V. Darekar
https://doi.org/10.13052/rp-9788743817109A133


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Chapter 134: LearnCraft VR: A Gamified Virtual Reality and AI- Driven Approach for Inclusive Education
by Dr. S. P. Khedkar, Abhishek Borate, Anuj Jadhav, Priyanshu Shende, Rahul Patil
https://doi.org/10.13052/rp-9788743817109A134


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Chapter 135: GrapeNet: An Explainable, Custom Deep Learning Architecture for Early Detection of Grape Leaf Disease
by Rashmi Tundalwar, Prasenjeet Damodar Patil
https://doi.org/10.13052/rp-9788743817109A135


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Chapter 136: Ambiguity-Aware Deepfake Image Detection Using StyleGAN2-ADA and CNN with Memory-Guided Recall
by Ashrita Joshi, Satish Bhadane, Raviraj Bhakare, Aakanksha Bodke, Chaitali Bonde, Neha Chaudhari
https://doi.org/10.13052/rp-9788743817109A136


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Chapter 137: IoT-Based Underwater Robotic System for Object Detection and Navigation
by Sheetal Ingawale, Pooja Gore, Amol Bhosale, Pratibha Chavan, Mamata Pawar
https://doi.org/10.13052/rp-9788743817109A137


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Chapter 138: AI-Based Agricultural Robot for Real-Time Crop Monitoring, Disease Detection and Smart Irrigation
by Karishma Pimpale, Youraj Kanase, Sunita Mane
https://doi.org/10.13052/rp-9788743817109A138


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Chapter 139: Wireless AI-Based Biomedical Parameter Monitoring System for Human Health and Fatigue Detection
by Priyanka Pawar, Sunita Mane, Supriya Kadam
https://doi.org/10.13052/rp-9788743817109A139


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Chapter 140: AgriSense: An AI-Based Smart Agriculture Web Platform for Crop Disease Analysis and Decision Support
by Sagar Rajebhosale, Suraj Ghule, Rohan Gadhave, Avneet Kaur, Swati Paneri
https://doi.org/10.13052/rp-9788743817109A140


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Chapter 141: AI-Powered Attention Monitoring with Live Computer Vision Processing
by Anurag Kawade, Prajwal Dalvi, Yash Dhumal, Dr. Kishor Wagh
https://doi.org/10.13052/rp-9788743817109A141


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Chapter 142: Integrating Advanced Imaging and AI-Based Models for Enhanced Osteoarthritis Detection and Prognosis
by Ms.Pranjali P. Deshmukh, Dr. Pramod Chavan
https://doi.org/10.13052/rp-9788743817109A142


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Chapter 143: Analysis of Spherical Void Infill Pattern to Improve Strength-to-Weight Ratio of Additively Manufactured Structures
by Eyad Al Martini, Abdelrahim Abdelkarim, Abdelrahman Elsaid, Abbas Riza, Jaber Abu Qudeiri
https://doi.org/10.13052/rp-9788743817109A143


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Chapter 144: The NGO-Based Donation Management System using Blockchain
by Samruddhi M. More, Divyarani Pawar, Mrudula Shishupal, Siddhi M. Patil, Dr Priyanka Kadam
https://doi.org/10.13052/rp-9788743817109A144


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Chapter 145: Adaptive Online Surrogate-Assisted Multi-Objective Optimization for Analog Circuit Design Using Active Learning and NGSpice Feedback
by Umesh Balkishan Phiske, Dr. Gopalkrishna D. Dalvi
https://doi.org/10.13052/rp-9788743817109A145


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Chapter 146: FreshScan: AI-Powered Fruit Quality Assessment System using Image Processing and Deep Learning
by Dr. Disha Wankhede, Virendrakumar A. Dhotre, Mangesh Devikar, Siddhant Devsale, Neel Dharia, Pranit Kothari
https://doi.org/10.13052/rp-9788743817109A146


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Chapter 147: A Cloud-Based Polyglot Code Execution Framework Using GitHub Integration on Google App Engine
by Madhuri D. Kawade, Amit S.Ufade
https://doi.org/10.13052/rp-9788743817109A147


4

Chapter 148: A Comprehensive Literature Review on Lean Six Sigma Practices for Sustainable Operational Excellence in the UAE Cement Industry
by Mohamad Baraa Ali Sayour, Rakesh Kumar Phanden, Rajeev Bhushan Garg, Vishal Gangadhar Naranje
https://doi.org/10.13052/rp-9788743817109A148


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Chapter 149: Streamlining warehouse efficiency: A smart contract approach to blockchain and machine learning integration
by Kapil Hande, Manoj Chandak
https://doi.org/10.13052/rp-9788743817109A149


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Chapter 150: An Enhanced 3D U-NET CNN for Brain Segmentation and Grading
by Dr. Y. Ambica, M. Abhiram Seshu, J. Nandini
https://doi.org/10.13052/rp-9788743817109A150


3

Chapter 151: WeSee – A Helper for the Visually Impaired
by Rutik Tupe, Pooja Thorat, Sarthak Velapure, Prof . Shraddha Toney
https://doi.org/10.13052/rp-9788743817109A151


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Chapter 152: Exploring Terahertz (THz) Communication in 6G Wireless Networks
by Hussein A. Jasim, Hikmat Z. Neima, Dhuha Habeeb, Nazik K. Aljbur
https://doi.org/10.13052/rp-9788743817109A152


1