Title:
Speaker: Professor Marjan Mernik, Faculty of Electrical Engineering and Computer Science, University of Maribor, Slovenia
Title:
Speaker: Dr. Malaya Kumar Nath, Assistant Professor, NIT Puducherry, India
Session Chair: Dr. R. Magesvaran, Professor, VIT Vellore
2361
Analysis of Descriptive Statistics and Impulsive Metrics of Electroencephalogram for the Diagnosis of Schizophrenia
Ajey Agarwalla, Anagha M. Nair, S. Ramasamy
1741
Ahsaas: Towards Sound Awareness for Deaf and Hard-of-Hearing Users in India Using Lightweight CNN and On-Device Inference
Baskaran P, Ayuishi Singla
2652
Intrinsic Fisher Geometry of Deep Neural Networks: A Coordinate-Free Framework for Understanding Generalization and Optimization
Rajesh Kumar M
Session Chair: Dr. Deepa Madathil, Professor and Director, VIT Bangalore, India
Session Chair: Dr. Jayesh Sarwade, Assistant Professor, RSCOE Pune India
Session Chair: Dr. Sangeeta, Assistant Professor, Department of Physics, Chandigarh University, Mohali
58
Advancements in Water Resource Management: A Scientometric Analysis of Machine Learning Applications in Prediction Models
Sujay Vipulbhai Teli, R. Prashanth Kumar, B Soumya
130
Data-Driven Risk Allocation in Project Finance: Empirical Evidence from Machine Learning Models in Emerging Markets
Briel Amesquita, Enrique Santa Cruz, Elmer Laguna, Gabriela Cerna, Macarena Lizarzaburu
446
Explainable Machine Learning Framework for Cardiovascular Disease Risk Prediction with Real-Time Clinical Visualization
Pandiarajan S, Harshini S, Sachin Deepak C, Vishali S
751
AI-ERDS: A Real Time Behavioural Framework for Early Ransomware Detection Using Random Forest Classification on System Level Monitoring Features
Ravi Kumar Tenali, Anitha Potnuri, Jaya Eripilla
823
Physics-Guided Federated Deep Learning for Wide-Area Plant Disease Mapping
Veluguri Venkata Lakshmi Anusha, Gajavalli Sai Sahithi, S.Shobha Rani, K.V.Narasimha Reddy
928
Music Genre Classification and Recommendation Using YAMNet Embeddings and BiLSTM Networks
Alex John, Albi Aju, Rakoth Kandan Sambandam, J. Jenefa, V. Divya, B. Sandhiya
Session Chair: Dr. Vijayapriya P, Professor, VIT Vellore, India
Session Chair: Dr. Tejinder Kaur, Associate professor, M.M. Institute of Computer Technology & Business Management Maharishi Markandeshwar, Mullana, Ambala-Haryana
Session Chair: Dr. N. S. Gowri Ganesh, Professor, Saveetha Engineering College, Chennai
283
6G Technology Integrated with the Internet of Things (IoT): Architecture, Challenges, and Future Prospects
Sudhir Agarmore, Sujit Kumar, Atul Thaware
361
GPS-Based School Van Tracking and Smart Alert System Using ESP32 and Mobile Application
Suprakash S, Baranidharan A, Swathi K, Russell S, Marisan C
379
Appliance-Level Anomaly Detection Framework for Smart Homes: Implications on Energy Efficiency
Neeraj Goyal, Pallavi Khatri
402
Community-Oriented Disease Prevention and Farmer Collaboration Framework
Pandiarajan S, Devaruba G, Kaviya K, Prarthana R, Rithika R
581
Terraplan: Urban Planning Simulator
Kestelyn Sunil Jacob, Willson Joseph C, Adit Thottekat, Anand Raj
789
Real-Time Dampening the High-Intensity Light from Opposite Vehicles using Smart Glass
P. Saravana Kumar, V. Karthikeyan, C Karthik, Utpal Chandra De, Bibhuti Bhusan Dash, Sudhansu Shekhar Patra
Session Chair: Dr. Valarmathi J, Professor-HAG, VIT Vellore, India
Session Chair: Dr. Arshia Kaul, Associate Lecturer, The University of Melbourne, Melbourne Australia
Session Chair: Dr. Mukku Nisanth Kartheek, Assistant Professor in CSE, IIITDM Kancheepuram
1
Transformer-Based Lung Cancer Detection: A Comparative Study of Vision Transformer and SegFormer
Satwika Eluguri, Geetha Guttikonda, Aditya Kondru
9
Intelligent Parking Management System with Automated Vehicle Recognition and Dynamic Enforcement
Sourav Pujari, Pranav Sarode, Abhishek Waghmare, Rushikesh Patil, Disha Wankhede, Kaushalya Thopate
362
Machine Learning-Based Vitamin Deficiency Detection Using Image Processing Techniques People
Sakshi Jagdhane, Prema Sahane, Ashwini Bhosale, Rutuja Gadhave, Sarim Ansari, Ashutosh Sharma
781
Systematic Analysis of Retinex and CLAHE based Enhancements for Sickle Cell Disease Detection
Arya Ambalappat Vasudevan, Sriramakrishnan Pathmanaban
784
HybridLeafNet: A Multi-Modal CNN-GATGCN-ViT Architecture for Multi-Crop Plant Leaf Disease Detection and Segmentation
Aoudumber D. Londhe, Arvind Jagtap. Namitha K Y, Asmita B. Kalamkar, Ganesh S. Pise, Vijay U. Rathod
872
Advancement in Vehicle Type Recognition: EfficientNet with Multimodal & Fine-Grained Techniques
Sana Afreen, Chillapuram Banuswaroop, Nuthi Sathwika
Session Chair: Dr. Manta Devi Nowbuth, Associate Professor, University of Mauritius
Session Chair: Dr. V. Lakshmi Devi, Professor, Dept of EEE, School of Engineering, Anurag University, Hyderabad
Session Chair: Dr.J.Rajalakshmi, Professor, Department of ECE, Sethu Institute of Technology
454
Multi-Modal Knowledge Graph Construction System
Jayshree Toshniwal, Ishan Gupta, Indrajeet Badhel, Tanishq Jadhav, Sidra Jahangir, Jyoti Kanjalkar, Pramod Kanjalkar, Prakash Sharma
530
Robust Password Generation Through KMAC DRBG: A Post SHA-2 Performance and Entropy Analysis
Manoj Kumar Sharma, Aman Yadav, Shilpa Sharma, Pragya Vaishnav
690
Explainable GAN-Based Intrusion Detection Framework for IoT Networks
Sougata Dolai, Chitransh Madavi, Mayank Agarwal
779
Cross-Modal Intelligence for Autonomous Brand Infringement Detection in Dark Web Ecosystems
Shalini. P, Aravinth. G
856
Adaptive Spectrum Allocation and Clustering in mmWave Cellular Networks using Multi-Agent Deep Reinforcement Learning
Sivasankari S, Nithyanandan L
1062
Adversarial Training and Graph Neural Defenses for Resilient Spambot Detection in Online Social Networks
G.Velvizhi
Session Chair: Dr. Bharath K P, Assistant Professor, Amritha Vishwa Vidyapeetham, Bengaluru
Session Chair: Dr. Rahul Soni, Assistant Professor, Navrachana University, Vadodara, Gujarat, India
Session Chair: Dr. Monali Chaudhari, Assistant Professor, VESIT, Mumbai University
966
Aakalan: An Intelligent Automated Answer Paper Evaluation System Using a Multi-Modal Ensemble Approach
Vishwa Jarsaniya, Sharan Shetty, Sahil Chaudhari, Kiran Bhowmick
1170
An Explainable Two-Tier Machine Learning Framework for Early Detection and Refined Assessment of Anxiety Levels
Tejswee Rauthan, Harshit Saini, Ravi Prakash Chaturvedi, Rajneesh Kumar Singh, Annu Mishra, Anurag Rai , Akshat Agrawal
1258
Explainable Machine Learning for Human Nutritional Deficiency Detection Using Tree-Based Models
Pujitha Sola, Ashok Kumar Munnangi, Mastan Shaik
1259
A CNN-CatBoost Framework for piRNA-Disease Association Prediction Using Multi-Source Information
Aiswarya Mohan, Deepthi K.
1268
MedAssist 360: A Unified Multimodal Explainable AI Framework for Real-Time, Clinically Aligned Emergency Triage
Vadhani R, Pradeepa S, Nandini Gupta S, Rakesh P
1288
Performance Analysis of Recommendation Algorithms for Location-Based Offer Discovery
Kumkum Saxena, Pranjal Desai, Saikarthik Iyer, Sudhanshu Pandey, Swati Tiwari
Session Chair: Dr. Reshma, Associate Professor, University of Mauritius
Session Chair: Dr. Naveen Kumar, Associate Professor, Chandigarh University, Mohali
Session Chair: Dr. S.Rakesh kumar, Assistant Professor, GITAM University
999
An AI-Driven Real-Time Network Intelligence and Threat Correlation System with Advanced Resilience and Edge Capabilities
Parth Manekar
1013
MusicTherapy-AI: Design, Implementation, and Evaluation of a Multimodal Precision Music Therapy System for Mental Health
Asha Joseph, Anupama
1035
Design and Preliminary Implementation of a Low-Power RV32I RISC-V Processor
Kunal Singh, Prerna Masure, Saanchi Uke
1224
Privacy Preserving Offline Personal AI Assistant Using LLaMA2 with Edge Inference Optimization and Efficient Runtime Management
Ravi Kumar Tenali, Anitha Potnuri, Nageswararao Kanchepu
1242
AFramework for Medical Emergency Management using the Hybrid Structure of VoIP and GSM
Abhinay Singh Rawat, Gagandeep Singh Sindhu, Annu Mishra, Ravi Prakash Chaturvedi, Akshat Agrawal
1275
A Scalable and Trust-Aware Blockchain-Based Framework for Vehicular Ad Hoc Networks
Kachan Vaishnav, Sharvari Tamane
Session Chair: Dr. J. Vanishree, Assistant Professor-Senior, VIT Vellore
Session Chair: Dr. Kaushlya Thopate, Associate Professor, Vishwakarma Institute of Technology, Pune
Session Chair: Dr. Sachidananda Sen, Associate Professor, SR University, Warangal
967
Multi-Class Brain Tumor Classification and Segmentation with Explainable and Reliability-Aware Deep Learning
M. Kiran Kumar, KV Dheeraj Kumar, Shaik Thasneem, Kanchi Sai Teja, Mullagura Praveena, Arava Rajesh
1023
Automated Health Condition Prediction from Retinal Fundus Images via Multi Task Learning and Explainable Artificial Intelligence
Ravi Kumar Tenali, Anitha Potnuri, Bhumireddy Lakshmi Vardhan Reddy, Golla Moulidhar, Guntur Shaik Mohammad Shahil
1247
Wavelet-Guided DenseNet–Swin Transformer Hybrid for Multiscale Brain Tumor Classification
Sohom Majumder, Sitangshu Khatua, Rupa Paul, Snehankana Mitra
1276
Deep Learning–Based Human Pose Estimation for Real-Time Physical Exercise Posture Recognition Using MediaPipe and OpenCV
Margi Chhabra, Ajeet Singh Rajput, Shruti Sharma, Lokendra Singh Songare, Arpit Deo
1295
Advanced Intelligent Fine-Grained Image Classification System Using Aggressive Token Pruning with Hierarchical Attention Mechanism
Archana Das, Amita Arora
1300
Deep Learning Based Emergency Indian Sign Language (ISL) Gesture Recognition Using Hybrid Architecture
Harshini Vennela, Yuva Hasini Duddekunta, Bagyammal T
Session Chair: Dr. Sonam, Assistant Professor-Senior, VIT Vellore
Session Chair: Dr. Prashant Sharma, Associate Professor, Vivekananda Global University, Jaipur (Rajasthan)
Session Chair: Dr. Panduranga Vital Terlapu, Professor, Aditya Institute of Technology and Management (AITAM), Tekkali, Andhra Pradesh, India
1173
Ultra-Low Latency DSP: A Q15.16 Fixed-Point Low-Pass Filter for the Arm Cortex-M0+ Architecture
S.Parthasarathi, K.Hariharan, M.A.Ganesh, M.M.Devarajan, P.Satheeslingam
1181
Early Detection of Model Collapse in Large Language Models: A Diversity-Based Framework
Kamal Singh Bisht
1189
FedGraphPay: Federated Graph Neural Networks for Cross-Institution Payment Fraud Detection
Shatrughna Upadhyay
1211
Reinforcement Learning for Real-Time Autonomous Decision-Making in Simulated Environment
Siva Skandha, B. Nikshitha, Ch. Srisir, Ch. Sathwika
1246
Lw-FEDGAD: A Lightweight Federated Graph Attention-Based Framework for Real-Time Black Node Detection in IoT Networks
Tanu Kumari, Dhwani Saxena, Nidhi Gupta, Anurag Rai, Ravi Prakash Chaturvedi, Rajneesh Kumar Singh, Annu Mishra
Session Chair: Dr. Swarnalatha, Professor, VIT Vellore
Session Chair: Dr. Monica Dutta, Assistant Professor, GLA University, Mathura
Session Chair: Dr. Mudita, Assistant Professor, IILM University, Greater Noida
798
Intrusion Detection in Wireless Sensor Networks Using LSTM and SHAP: An Explainable Deep Learning Approach
Raj Sinha, Deepa Sonal, Poonam Abraham Lakra
1368
News Recommendation System Using Graph Convolutional Networks (GCN’S)
Domakonda Shireesha, Kondapalli Krishnaveni, Katepalli Saiganesh, Koyalkar Vishnuvardhan, Manchala Rakesh, Kothakapu Rajitha
1385
Disaster Tweet Analyzer: Classification and Location Extraction
B. Senthilkumaran, J. Guna Syam Sai, T. Balaji
1500
Autonomous AI-Driven Financial Investment System Using Hybrid Optimization and Predictive Analytics
Pallavi Charde, Hansaraj Wankhede, Aboli Hole, Amit Kurmi, Wani Bisen, Sujit Borey, Bhupesh Lonkar, Kiran Khandare
1510
A Hierarchical Network-Based Method for Predicting Driver Traffic Violations
Pramod Kumar, Jay Prakash Narayan Reddy Guda, Ramadevi P, Kiran Kumar Aitha, Bharath Kumar B
1665
NeuroWeb: ML-Driven Alzheimer's Diagnosis, Tracking and Recommendations
Siddhi Girkar, Komal Dalvi, Sonal Chaturvedi, Sanika Ghorad, Jayshree Jha, Charul Singh
1761
An Explainable AI Framework for Pathogenic Variant Detection in CFTR Protein Sequences Using Transformer-Based Embeddings and Gradient Boosting
Dangeti Bala Karthikeya, Garikipati Vaishnavi, K. Suvarna Vani
Session Chair: Dr. Nagesh Lalam, Research Scientist, National Energy Technology Laboratory (NETL), USA
Session Chair: Dr. Shanker Chandre, Assistant Professor, SR University
1291
Enhancing Medical QA with Explainable Multi-Agent RAG Systems
Satwika Eluguri, Geetha Guttikonda, Aditya Kondru
1433
CineSync: A Domain-Specific Digital Casting and Talent Collaboration Platform for the Film Industry with Role-Based Workflow Automation and Integrated Intellectual Property Protection
Ravi Kumar Tenali, Anitha Potnuri, R.Augustian Isaac, P.Sundaravadivel, Masina Sree Karsh, Shaik Mahammad Imraan, Paida Ram Sai
1436
A Context-Driven Multi-Modal Framework for Intelligent Safety Compliance Monitoring in Industrial Systems
Megha Nain, Shilpa Sharma, Bl Pal
1503
A Novel Li-Fi Enabled Smart Learning System
P.Anjaneyulu, Ramesh Yegireddi, Aruna Vipparla, Krishna Suresh B V N V, Y.Manaswini, T.Chalapathi Rao, D.Priyanka
1633
AI Adoption in Green Construction Systems
Yash Raj Yadav, Kritika Chopra, Yashika Sharma, Priyanka Sharma
1655
Cyber Security in Healthcare Systems: State of the Art, Challenges and Future Directions
Somasundaram S K, Navies Yashvanth A
2078
Adaptive Machine Learning Data Quality Framework (AMLDQF) for Real-Time ETL Pipelines
Venkatesh Lingutla, Anusha Lekkala
Session Chair: Dr. Saranya, Assistant Professor, VIT Vellore
Session Chair: Dr. P. Nagaraj, Associate Professor, SRM Institute of Science & Technology (SRMIST) - Deemed to be University
1307
A View-Invariant Skeleton-Based Spatio-Temporal Graph Convolutional Framework for Bharatanatyam Mudra Sequence Recognition
Manjula M, Monish L, Jeevitha A M, Shreya Praveen, Siri A K, Thungashree I L
1317
Automatic Face Image Labelling of Ethnicity, Emotion, Age, and Gender
Juli Kyada, Harsh Kakadiya, Khushi Donga, Nishant Koshti
1371
Comparative Evaluation of Swin Transformer-Based Feature Extraction Models for Histopathological Oral Cancer Detection
Sahil Sharma, Geeta Kasana, Seema Wazarkar
1396
Advance CNN Architectures for Dental Anomaly Detection
Maddela Sai Kiran, G.Ramya Shree, V.Karthik, Ch.Kavya
1406
Performance Analysis using ML Techniques for Vasculature Pattern Identification
Swati Rastogi
1432
Few-Shot Parameter-Efficient Synthesis of Industrial Textural Anomalies via Localized Diffusion and DoRA
Akarsh Kunwar, Subramaniyaswamy Vairavasundaram
Session Chair: Dr. Monica Subashini. M, Professor, VIT Vellore
Session Chair: Dr. Indirajith K, Assistant Professor, Dhanalakshmi Srinivasan University
1274
Cognitive Drift-Aware Network Intrusion Detection Using Self-Evolving Attention Autoencoders: A Systematic Review
Naveen Kumar Chunchu, Gopal Ghosh
1279
Tuning Hyperparameters in Ensemble Classifiers with Evolutionary and Swarm Based Algorithms for Cardiovascular Disease Detection
Yogapriya B, Sahana S, Karthiga S, Venkatesh M, Siva T
1320
Constraints and Heuristics: Leveraging Dataset Metadata for Efficient AutoML
Harsh Kakadiya, Juli Kyada, Kaushal Savaliya, Jalpesh Vasa
1354
A Zero-Shot Abstractive Summarization using Sequence to Sequence Transformer Model
Ishita Chaturvedi, Pooja Gupta, Rajiv Singh
1416
Autoencoder-Based Anomaly Detection in Network Traffic for Intelligent Intrusion Identification and Cybersecurity Enhancement
Goddeti Mallikarjun, Pitla Harsha Vardhan, Vemi Sidharrdha Reddy
1434
Heterogeneous Graph Neural Networks with Knowledge Graph Embedding Co-Training for Drug Repurposing on Biomedical Knowledge Graphs
Jasgun Chandnani, Aditi Pharasi, Arya, Divya Joshi, Vaishali Kikan, Ashwni Kumar
Session Chair: Dr. Raju Pal, Gautam Buddha University (GBU), Greater Noida
When AI Meets Distributed Systems: The Engineering Behind Every Prompt
Speaker: Ravali Kandur, Software Engineer, Meta Platforms, Inc.
From Data Chaos to Intelligent Insights: Engineering Reliable Data Science Systems
Speaker: Dheeraj Velaga, Software Development Engineer, Capital One Financial
From Raw Clinical Data to Reliable AI: Designing End-to-End Data Quality Pipelines in Healthcare
Speaker: Ravi Krishna Yalamanchili, QA Data Analyst, Brightspring Health services
Bridging Data Science and Software Engineering: LLM-Powered Java Applications in Production
Speaker: Akshay Kumar Darla, Sr. Software Engineer, Tata Consultancy Services
Row-Based vs Columnar Execution in Spark: Practical Tradeoffs from Large-Scale Data Engineering
Speaker: Kuladeep Sandra, Senior Manager, Dell Inc
Semantic Condensation of High-Cardinality Time Series for LLM-Driven Observability
Speaker: Akila Balasubramanian, Independent Researcher
Silent Anomaly Detection in Agentic AI Networks Using MSAS
Speaker: Hemanta Ghosh, Engineering Manager, Best Buy Inc
Session Chair: Dr. Manjunath Ramanna Lamani, Moodlakatte Institute of Technology Kundapura, Karnataka, India
Accelerating your Enterprise Data for AI
Speaker: Suhas Jangoan, Senior Data Engineer/ Zendesk
Event-Driven Intelligence: Architecting Real-Time AI Decision Systems at Scale
Speaker: Jayakumar Ramalingam , Staff Software Engineer/SiriusXM
Speaker: Jeevan Krishna Paruchuri, Senior Software Engineer | Data Platform Architect | Cloud Infrastructure Specialist
Agentic AI: Autonomous Intelligence for Complex Goal Achievement
Speaker: Sri Venkata Aravindbabu Malempati, California State University, Los Angeles
Session Chair: Dr. Shashi Kumar S, Assistant Professor, Mohanbabu University, Andrapradesh
Session Chair: Amol Agade, Comerica Bank
1830
An ECG Classification for Arrhythmia Detection Via Hybrid Feature Engineering and Ensemble Learning
Ritesh Kumar, Medhavi Bhargava, Megha Vashishtha
1837
Student Dropout Prediction Using Hybrid Transformer – LSTM Framework
Priya Varshini A G, Madhanraja R, Dhanush Kumar S, Kanishkar K S, Ramprasath J
1901
Enhancing Crop Yield Prediction through GRU-Based Deep Hybrid Ensemble Modeling
Shivangi J. Gandhi, Madhuri R. Chopade
1924
Classification of Heart Sounds from PCG Signals by a Novel Deep Curve Ensemble Network
Nishandhi K, Thirumagal R, Kirthika Balamurugan, Malaya Kumar Nath, Sathishkumar R
1938
A Study on the Determinants of Quarterly GDP Growth in India: Evidence from Q1-2018 to Q1-2025
Akshay Pratap Singh, Pavan Mohan Neelamraju, Mohammad Sameer, Ashok Suragala, Mohammed Niha Farnaz
2016
Water Quality Prediction Using Ensemble Learning and Resampling Strategies: A Comparative Study of SMOTE and ADASYN Algorithms
Santhosh Shivam J B, Valarmathi B
Session Chair: Dr. Prabhakar Karthikeyan S, Professor, VIT Vellore
Session Chair: Deepak Pai, Senior Leader - Data and AI
1712
Design and Simulation of a Single-Master Multi-Slave SPI Communication System with Fixed Priority Arbitration
Madhusudhan Reddy M, C. Swarna Latha, B. Manisha, A. Hakshay Swethan Reddy, D. Venkatapathi, K. Anand
1729
Do Smart Technologies Strengthen Agri-Supply Chains? A PLS-SEM Analysis of AI and Blockchain Adoption in Horticulture Logistics
Vikas Kumar, Pooja Kanojia, Siddharth Chandel, Kulbhushan Chandel, Anchal Kumari
1848
DocuMind: A Retrieval-Augmented Generation (RAG) System for Enterprise Knowledge Management
Sanskar Nalegaonkar, Kuldeep Vayadande, Sai Parab, Vedant Narkhede, Om Nallawar, Shourya Panchariya
1865
An AI-Enabled Cognitive Framework for Mental Wellbeing Assessment Using Conversational Intelligence, Retrieval-Augmented Generation, and Yogic Therapeutic Guidance
Karthik Chandran Nadar, Uma Goradiya, Neelam Phadnis
1925
Risk-Sensitive Factuality Evaluation for Large Language Models
Samuel Stephen, R. Vignesh
2045
A Novel Sharding Framework for Scalable Blockchain and Secure Cross-Shard Transactions
Bhaskar Sahu, Bharati Sinha
2070
FPGA Implementation of a 16×16 Diagonal Systolic Array with BRAM Buffering and AXI4-Lite Control on ZedBoard
Sneha Balakrishnan, Thenmozhi
Session Chair: Dr. Sharmila A, Associate Professor, VIT Vellore
Session Chair: Sunil Sharma, Ford Motor Company Of Canada Limited
1447
X-Spectra: Multi-Spectral De-Coupled Learning Approach for Satellite Image Classification
Pulkit Narwal, Geeta Sikka, Ajay K. Sharma
1455
Advanced Hybrid Deep Learning Approach for Accurate and Automated Sickle Cell Disease Diagnosis
Priyasha Gupta, Meena Sharma
1646
SwinMSI-GAN: Adversarial RGB-to-MSI Synthesis for Fusion-Based Camouflage Detection
Pratham Jain, Anusha Kallur, Arpitha Venugopal, J O Shivnesh, C O Prakash
1719
Music Recommendation System Using Facial Expression
C.Sharon Roji Priya, A Swetha Cordelia, Manjuanth Ramanna Lamni, Alen Regi, Abhimanyu Suresh, Navya Roby
1816
Evaluating the Effectiveness of Deep Learning-Based Oil Spill Segmentation Using Synthetic Aperture Radar (SAR) Images
Gauri Sudharsini P, Ananya I, Nithiya Baskaran, P. Aurchana
1963
Attention-Enhanced ResNet50 for Pneumonia Detection in Chest X-Ray Images
H. Suguna, P. Tamilalagan, P. Sriramakrishnan
Session Chair: Dr. Pankaj Sharma, Post Doctoral Researcher, Indian Institute of Technology, Guwahati, India
Session Chair: Swapna Putti, Solution Architect, Pearson Education Inc
1492
A Hybrid Genetic Algorithm Framework for Large-Scale Community Detection in Complex Networks of People
Aman Chauhan, Amit Kumar Bairwa, Harish Kumar Shakya, Varun Tiwary
1496
Bandwidth–Capacity Alignment in Compression-Aware Multi-Label Audio Tagging
B V S Hemanth Reddy, Chandra Lekha
1514
A Hybrid LLM-GNN Framework for Food-Drug Interaction Prediction
Mohan Bala Sahith Meesala, A Srisaila, Nireekshana Pal Pulagara
1533
Risk-Aware Multi-Agent Deep Reinforcement Learning for High-Frequency Algorithmic Trading
Namratha Sai Gadde, Amit Kumar Bairwa, Gautam Kumar
1534
An Energy-Efficient Virtual Machine Placement Using Hybrid PSO-GOA Algorithm
Amaan Pathan, Harish Sharma, Chotu Lal, Vaishali Maheshwari
1559
Hybrid Spectral–Wav2Vec Model for Audio Deepfake Detection.
Syed Nawaz , R Kasturi Rangan , Vidyasagar R , Surya Prakash C , Puneeth C M
Session Chair: Dr. ArunKumar T, Senior Professor, VIT Vellore
Session Chair: Pruthvi Raj Seknametla, Senior DevOps Engineer, NIH (Contractor)
2025
Explainable Geospatial Feature Integration for Short Term Rental Price Prediction in Urban Markets
Harshrajsinh Zala, Niha Kamal Basha
2079
Automated Data Curation and Governance: Toward Self-Service Data Systems
Venkatesh Lingutla, Risabh Agrawal, Anusha Lekkala
2087
A Spatio-Temporal Feature Fusion for ADHD Detection using EEG Signals and Novel CNN-PCB-GAT Architecture
Ana Fatima, Sarfaraz Masood
2122
A Transformer-Based Multimodal Framework for Dementia Detection using Acoustic and Linguistic Features
Raiyyan Patel, Ridhi Agrawal, Prathamesh Dattani, Rachit Chawda, Neha Katre
2170
Quantile Regression Forest-Based Retirement Corpus Estimation for the Working Population in Rwanda
Anatole Mulindwa, Debarshi Mazumder, Archana Mathur, Richard Kabanda
2222
Mahabharata Chronicles: A Semantic and Sentiment-Aware AI Framework for Knowledge Retrieval and Content Validation
Vishal V. Mahale, Sayali Pawar, Pranjal Haral, Kirti Chawla, Vaishnavi Watpade, Manisha Rokade
Session Chair: Dr. Sankardoss V, Associate Professor, VIT Vellore
Session Chair: Sowjanya Puligadda, Uber
2077
Microtonal Improvisation Fidelity: A Comparative Analysis of Quantum and Classical AI Architectures
Sonali Chawla, Urvashi Kumari, Dinesh Rai
2138
An Intelligent System for Automated Summarization, Question Generation, and Mind Map Construction from Educational Text
Puvulla Kiranmaie, A. Sirisha, M. Venu Gopalachari, Majji Sandeep, Jetti Karthikeya, K Sai Kiran
2166
AI-Based Multimodal Virtual Assistant with Neural Lip Synchronization for Post-Operative Knee Rehabilitation
Parvathy Maniram, Divya Udayan J
2182
A Multiplier-Free Neural Acceleration Framework Integrated into a RISC-V SoC for Edge AI Applications
Koushik B, Sruthi Sakthivel, Rakshana K B, Kavya V M, Prabhu E
2192
Adaptive Torque Control in EVs using Reinforcement Learning
Madhur Chaurasia, Aditya Ashok Gunjal, Vijayapriya P, Nageswara Rao Atyam
2214
CA-FTL: Carbon-Aware Federated Transfer Learning Framework for Energy-Optimized Edge AI in Sustainable Smart Environments
Kanak Kumar, Anshul Verma, Pradeepika Verma
Session Chair: Dr. R M Brisilla, Professor, VIT Vellore
Session Chair: Naresh Miriyalu, Lead Data Engineer / Visa Inc
2044
Federated Hybrid CNN–Vision Transformer for Privacy-Preserving Brain Tumor Classification
Sangeeta Giri, Manivel Kandasamy
2073
An Autonomous Video Object Annotation Framework using Hybrid Spatio-temporal Hypergraph and Interacting Multiple Model Tracking
Kaashyap B, Kannan Krithivasan, Divya Lakshmi K
2076
LAVA: Language-Aware Vision Attention for Multilingual Image Captioning on a 21-Language Flickr8k Benchmark
Palak J. Parmar, Tanvish Desai, Dhrumi Patel, Riya Patel, Het Bhatt
2114
Segmentation of Thyroid Nodule Ultrasound Image Data Based on A Combined Deep Learning Model (Cdl) to Support the Diagnosis of Thyroid Diseases
Luong Duong Trong, Hoang Quang Huy, Nghia Phan Minh, Dao Duy Hung, Do Thanh Tuan
2121
Automated Breast Tumor Segmentation in Ultrasound Images Using Deep Learning and Diagnosis of Breast Cancer using Classification Algorithms : A Comparative Study with Explainable AI
Kaaviyaa I, Varshini S, Karthiga S, Emrald Regin H R, Divakar T M
2144
A Multitask Residual Network for Joint Segmentation and Identification of Alzheimer's Disease
Hardeep Kaur, Anil Kumar, Varinder Kaur Attri
Session Chair: Dr. Suresh Muthusamy, Associate Professor, Kongu Engineering College, Erode
Session Chair: Animesh Dhole, Applications Analyst, Department of Shared Administrative Services, State of Arkansas, Independent Researcher
1568
Analysis of Tire–Road Interaction and Nonlinear Characteristics of Rolling Resistance
Nguyen Cong Khai, Nguyen Thanh Quang, Cao Hung Phi
1587
Congestion-Induced Rebound Effects in Emission Aware Vehicle Routing
Rohitansh Srivastava, Sujal Srivastava, Suman Bhakar
1594
Privacy-Aware, Calibrated Hybrid RAG-LLM for Explainable Insider Threat Triage
Harshini V, Sini Anna Alex
1637
Benchmarking Embedding Models for Generative AI Applications
Supreeth G L, Vishalakshi Prabhu H
1674
Constraint-Aware Timetable Generation Using Hybrid Optimization Algorithms
G Veera Bhadra Chary, Bojja Bharadwaj, Katuru Venkata Sai Charan
2196
Adaptive 3D Path Planning for Unmanned Aerial Vehicles Using the Chimp Optimization Algorithm
Ashish Sharma, Satyasai Jagannath Nanda
Session Chair: Dr. Gokulakrishnan, Assistant Professor-Senior, VIT vellore
Session Chair: Anushka Rodi, Personal Lines Insurance Technical Analyst Madison, Wisconsin, USA
2233
A Comparative Study of Bilingual Toxic Comment Detection Using an Oversampled English–Bengali Dataset
Rakhi Dey, Smriti Dey, Aioshi Chowdhury, Arnab Sarkar, Kuheli Manna, Bipasha Acharjee
2251
An Intelligent Legal Decision Support System for Lawyer Recommendation and Case Outcome Prediction
Vishal V. Mahale, Prathamesh Padavi, Nachiket Deshpande, Gauri Damare
2255
MindGuard Pro: A Transformer-Based Multimodal Framework for Depression Risk Assessment
Shubham Pandurang Yadav, Nishant Sankar Swain, Ashutosh Pradhan, Sidharth Sankar Mohapatra, Sony Simoni Pattnaik
2266
A Bibliometric Perspective on the Role of Artificial Intelligence in Entrepreneurship Development
Mariya M A, Somasekharan T M
2337
An Empirical Survey On AI Adoption In Financial Systems: Evidence From Kerala
Rehna John M, N Ajithkumar
2480
Dynamic Pricing Engine for Logistics Based on Real-Time Data
Asmi Savla
Session Chair: Dr. T. Nageswara Prasad, Principal and professor, KSRM college of Engineering, AndraPradesh
Session Chair: Dr. Puneet Bansal, Associate Professor, ECE, UIET, Kurukshetra University, Kurukshetra, Haryana
Session Chair: Dr. Madhu Arora, Assistant Professor (Selection Grade), Symbiosis Institute of Computer Studies and Research, Symbiosis International (Deemed University), Pune
2217
Impact of 6G-Enabled Transfer Learning for Smart Healthcare Monitoring Systems
Kanak Kumar, Anshul Verma, Pradeepika Verma
2278
LLM-Driven Multi-Agent Financial AI System for Explainable Market Insights and Collaborative Decision Intelligence
Kushal Hange, Aneeqa Inamdar, Daniel Bhavikatti, Arfiya Shikalgar, Chandan Prasad
2301
Integrated Computer Vision and Internet of Things-Based System for Real-Time Monitoring of Fish Behaviour and Water Quality
Rian Putra Pratama, Hanif Fakhrurroja, Hilman Syaeful Alam, Harry Bangkit, Anto Tri Sugiarto, Bambang Gunadi, Henry Kasmanhadi Saputra, Slamet Supriadi, Nizam Ahmad, Syarifa Fitria, Aris Munandar, Indra Sakti
2340
A Dual-Layer Framework for Proactive Traffic Safety: Infrared CNN-Based Driver Drowsiness Detection and V2V Multi-Agent Communication
Paras Jain, Vishan Kumar Gupta, Garima Sharma, Arshleen Kaur, Harish Tiwari, Simranjit Singh
2370
Gain Boosted Three Layer Cascode Amplifier for Precision SHA in ADC
R. Hanuma Naik, P.V. Gopi Krishna Rao, Gundla Yella Raju, P. Dhanush, P. Shiva Prasad Reddy
2381
Privacy Preservation in Big Data Ecosystems: A Systematic Survey of Techniques, Architectures, Challenges, and Future Directions
Anitha Potnuri, V Vijaya Chamundeeswari
Session Chair: Dr. Asmita Rathod, research Associate, IIT-Roorkee
Session Chair: Dr. Ravi Kumar B N, Associate Professor, BMS Institute of Technology and Management, Bengaluru, Karnataka
1618
Henon Map Variants for Secure Chaos-Based Image Encryption
Akshat Attri, Madhu Sharma
2159
A Compact and Parameter-Efficient Attention Network for Retinal Disease Classification
Shaik Mohammad Irfan, P Pani Chendra, Renugadevi T
2200
Context-Aware 3D Sign Language Animation and Scene Generation via Multi-Modal Generative Pipelines
Akhilesh Reddy Patlolla, Md Muzaffar, Y. Ramadevi
2223
Automated Cervical Cell Classification with Multi-Stage Preprocessing
Lakshmi S, Muppuri Saranya, Kiruthika V
2226
Classification of Spectral Images using Principal Component Analysis with Hypergraph Neural Network
T V Sateesh Kumar And G Dheepa
2347
A Lightweight Multi-Modal CNN for Video Deepfake Detection Using Spatial and Frequency Domain Feature Fusion
Bavirisetty Sairam, Vineetha Kr, Resmi Kr, Ayur Dekate
Session Chair: Dr. Aarthi, Associate Professor, VIT Vellore
Session Chair: Dr. P. Pavan Kumar, Associate Professor, HOD Department of AI & DS, Faculty of Science and Technology, IFHE, Hyderabad
1676
Communication-Aware Secure Federated Learning over Wireless Networks Using CKKS Homomorphic Encryption
Ritika Singh, Sunil Mane
1833
Beyond SHA-256: Evaluating BLAKE3 and SHA-3 as Hash Primitives in Merkle Hash Tree-Based Cloud Data Auditing
Hetvi Gohil, Santosh Saha
1898
Bottleneck Identification in EV Charging Networks: A Graph-Theoretic Approach using Max-Flow Min-Cut
Krishnapriya P S, Gaikinlung Pamei, Sabira P S, Mariya Seby, Iris Jose.
2064
Task-Specific Knowledge Distillation in Large Language Models
Suchithra M, S Madhushree, Vishwanath Kamath Pethri, Iniyan S, Venkat Vishal Mangipudi, Rachit Agrawal, Shivam Kumar Singh, Jesvin Biju Koottala
2084
Decompose, Match, Verify: An Explainable Hybrid Pipeline for Automated Short-Answer Grading with Per-Idea Coverage and NLI-Based Contradiction Filtering
Puvulla Kiranmaie, Nikhila Kathirisetty, Yogesh Choudhary, Kanatala Siddhartha, Jajimoggala Sunil
2179
Context-Aware Selective Encryption for Privacy-Preserving Video Surveillance Using Deep Learning and AES-GCM
Sandeep B, Jalesh Kumar
Session Chair: Dr. Deepika Rani Sonia, Associate Professor, VIT Vellore
Session Chair: Dr. P. K. Verma, Assistant Professor, Rajkiya Engineering College Sonbhadra, Uttar Pradesh
Session Chair: Dr. Mausumi Goswami, Associate Professor, CHRIST (Deemed to be University)
2504
Adaptive Fraud Scoring with Drift Detection for Instant Payments
Sayeeda Arshiya, Manjula R. Chougala
2515
ClimaHealth-Net: A Multimodal Spatio-Temporal Deep Learning Framework for Predicting Climate-Induced Disease Outbreaks in Data-Scarce Regions
Aparna V, Aruna A
2531
An Exploratory Error Analysis of Neural Machine Translation for Marathi Dialect Ahirani using IndicTrans2
Sakshi Mandke, Swati Shinde
2587
A Comparative and Explainable Machine Learning Framework for Early Diabetes Prediction with Advanced Imputation and Cost-Sensitive Learning
Babita Kumari, Jitendra Kumar
2612
Predicting WSSV Outbreaks in Shrimp Aquaculture: A Deep Recurrent Neural Network Approach Leveraging Water Quality Parameters
G.Revathy,P.G.Palanimani,N.Seethalakshmi,M.Dhipa
2632
A Machine Learning Framework for Multi-Class Student Performance Prediction Using Ensemble Methods
Harshita Tiwari, Nitin Choudhary, Nikhil Chaurasia
Session Chair: Dr. Derick Mathew, Post Doctoral Researcher, POSTECH, Korea
Session Chair: Dr Pratima Mehta, Professor, Mriirs
2391
Smart AI-Based Footstep Power Generation and Student Behavior Monitoring System Using IoT and ML
Chandra Prakash Singar, Puja Gupta, Khushi Gupta, Ishika Jain, Kunjesh Mahajan
2421
Energy-Efficient Ethernet-Enabled Service-Oriented Zonal Architecture for Sustainable Software-Defined Mobility
Shashank R, Manikandan, Prasad Patil, Preetha Rodricks
2424
Intelligent Multi-VXLAN and Geneve Architecture: Firewall and Load Balancer for NLP Streams with Machine Learning
Sameer Meher
2428
Ring Oscillator Based Hardware Trojan Detection Using Switching Activity and Power Analysis
P V Gopi Krishna Rao, R Hanuma Naik, Gutty Harika, Shaik Mohammad Arif, B Y Shashidhar Reddy
2472
BlockVote: Blockchain-based E-Voting System using Smart Contracts
Chirag Nagar, Divyashikha Sethia
2566
AI-Driven Information Management System for Automated NBA Accreditation Data Extraction and Evaluation
Jayabhaduri Radhakrishnan, V Vivek, Sai Srinivas S, Archita P Otari
Session Chair: Dr. Prakash. R, Professor, VIT Vellore
Session Chair: Dr. Sindhura Kannappan, Assistant Porfessor, MEASI Institute of Management, Chennai, India
Session Chair: Dr. Sarabjeet Kaur Kakar, Assistant Professor, NIET, Greater Noida, India
2034
A Unified Exploratory Data Analysis Framework for Chandrayaan-2 IIRS Hyperspectral Data
Nishant, Bindu Verma, Kapil Sharma
2245
A Hybrid Classical–Quantum Stacking Ensemble with Variational Quantum Meta-Learner for Breast Cancer Histopathological Image Classification
Abhikarsha Sil, Barkha Soni, Nilay Khare
2256
A Multi-Cue Deep Learning Framework for Real-Time Driver Drowsiness Detection with Illumination Robustness
Smriti Dey, Rakhi Dey, Sayan Dutta, Samrat Karmakar, Sauradeep Das
2257
A Multilevel Multimodal Framework for Classifying Dravidian Political Memes Using IndicBERTv2, CLIP, and Gated Fusion
Sanjailal K P, Kogilavani Shanmugavadivel, Jayashree N
2290
A Multimodal Approach to Diabetic Retinopathy Detection using Self-Supervised Learning
Deep Naidu, Alisha Mathias, Jash Patel, Krishna Borad, Mrudul Arkadi
2312
Vision–Language Transformer-Based Watermark Text Recognition with Instance-Level Segmentation
Bharathi Pilar, Safnaz
Session Chair: Dr. Penchalaiah Palla, Associate Professor, VIT Vellore
Session Chair: Dr. Jitendrakumar Upadhyay, Assistant Professor, Uka Tarsadia University, Bardoli, India
Session Chair: Dr. Arpita Agarwal, Assistant Professor, Manipal University Jaipur India
2318
Contextual Signal-To-Noise Ratio: A Unified Information-Theoretic Framework for Robust Retrieval-Augmented Generation
Swati Raj, Saurabh Srivasatava
2320
Concept-Guided Deep Neural Networks for Interpretable Multimodal Physiological Sensor Intelligence
Sapan Bharadwaj Bonala, Sharath Chandra Samineni, Venkata Raja Satya Teja Nagavalli
2323
Effective Prompt Generation for Large Language Models via Parameter-Efficient Fine-Tuning
Rushali Deshmukh, Yash Patil, Mayur Bhavsar, Rutuj Raut, Sanika Gurav
2348
Energy-aware AI Workload Scheduling in Green Cloud Computing: A Deep Reinforcement Learning Driven Framework
Kadupukotla Satish Kumar, Praveen Kumar Karri, Pradeep Kachakayala, B.Aruna Kumari, Ch. Parvathi, Karri Sowmya Sree
2474
Ensemble Meta-Learning for Hallucination Detection in LLM-Generated Software Artefacts: A Cross-Model Disagreement Approach
Akash Rajpoot, Ruchika Malhotra
2497
Optimized Quantum Feature Mapping and Kernel Computation for Medical Diagnostic Support Vector Classification
Neekitasingh Rajput, Apash Roy
Session Chair: Dr. R. Geetha, Associate Professor, Saveetha University, Chennai
Session Chair: Dr. Manohar M, Associate Professor, CHRIST(Deemed to be University), Bangalore
2570
A Comparative Performance Analysis of Blockchain Consensus Mechanisms for IOT Security
Smita Rai Agarwal, Surendra N.Rahamatkar, Raju Kamble
2599
Design and Implementation of a Comparative Security Evaluation Framework for NFC-Based Contactless Payments Using Smart Cards and Smartphones
Shouaib Ahmed
2613
Explainable RAG-Based Credit Card Recommendation System with Financial Utility Optimization and Cold-Start Robustness
Kajal Thakur, Vijay Khadse
2626
Optimizing Primary Healthcare Facility Locations to Reduce Mortality: A GIS and Machine Learning Approach – A Case Study of Guntur District, India
Pinapati Bhagavandas, P Jagadeeswara Rao
2629
MEDBOT: An Enhanced LLM-Based Multimodal Medical Chatbot with Multi-Language Support, Severity-Aware Triage, and Intelligent Doctor Recommendation System
N. Susmitha, Surapaneni Dinesh Babu, Gollapalli Harsha Vardhan, Gandham Rachana
2651
AutoML and Intelligent Training Systems: A Human-Centered Approach with MLTrainer
Shubham Kadu
Session Chair: Dr. T N Padmini, Assistant Professor-Senior, VIT Vellore
Session Chair: Dr. Namrata Nagpal, Assistant Professor, Amity University, Lucknow
2351
Multi-Modal Feature Fusion Based on Deep Learning-Based Crop Disease Prediction Framework in Precision Agriculture
Lakshmi Viveka Kesanapalli, Suresh Kumar Gudise, Pradeep Kachakayala, Kaki Leela Prasad, Venkat Padimi, Praveen Kumar Karri
2485
VISERA: Vision-Driven Logistics Dispatch Integrity System Using Multi-Engine OCR, Synthetic Data Generation, and Micro services Architecture
Ravi Kumar Tenali, Anitha Potnuri, Depuru Bhargava Venkata Sai Ganesh, Popuri Aditya Nagasai, Lahari A
2561
Comparative Analysis of Classical Deep Learning and Quantum Neural Networks for Pneumonia Detection
Adithyanandan Arun, Anjali T
2591
Stable Diffusion-Based Criminal Face Generation Platform for Forensic Identification: A Deep Learning Approach with Multimodal Prompt Engineering and Spectral Forensic Classification
Ravi Kumar Tenali, Anitha Potnuri, Golla Moulidhar, Guntur Shaik Mohammad Shahil
2610
Real-Time Explainable Concrete Crack Detection for Edge Unmanned Aerial Vehicles
Sunita Daniel, Abin Sam
Session Chair: Dr. Rashmi Ranjan Das, Associate Professor, VIT Vellore
Session Chair: Dr. Manisha Choudhary, Assistant Professor, Manipal University Jaipur
2540
An XGBoost-Based Anomaly Detection Framework for Cloud Logs Using spaCy Word Embeddings and an Adapted Firefly Optimization Algorithm
Milos Antonijevic, Veljko Spasic, Milos Grubjesic, Komlen Lalovic, Valentine Thomas, Srdjan Milic, Marina Milovanovic, Miodrag Zivkovic, Nebojsa Bacanin
2558
Efficient Estimation of Poisson Regression Model Using Ridge & Shrinkage Estimation Techniques
Shahd.tariq.sameer.Kamaleldeen
2574
Emotional Speech Synthesis: A Comparative Analysis of Emotion Representation, Architectures, and Controllability
V. Titus Vimalraj, T. Dhiliphan Rajkumar, P. Nagaraj
2597
Agentic Federated Learning with Adaptive Differential Privacy for Traffic Flow Prediction
Shiju George, Asha Joseph
2622
Multi-Objective Adaptive Task Scheduling for Cloud Computing Based Healthcare Systems
Ummay Rumman Tahira, Anshul Verma
2625
Ensemble-Learning-Based Detection and Mitigation of Privilege Escalation Attacks in Multi-Tenant Cloud Environments
Ravi Kumar Tenali, Anitha Potnuri, Koppala Naveen, Masina Sree Karsh, Shaik Mahammad Imraan
Session Chair: Dr. Pooja Chaturvedi, Assistant Professor, Department of Computer Science and Engineering, Nirma University, Ahmedabad
Session Chair: Dr. Jyotirmoy Pathak, Assistant Professor, CHRIST (Deemed to be University)
1243
Text-to-Image Generation Using Diffusion Models: A Deep Generative Learning Approach
Pathlavath Praveen Kumar , Basam Thrisha
1312
Multi Model Feature Representation Based CNN Model For Malicious Website Detection
Ajay kumar Velisoju, Lohith kumar Musirana, Shriya Sriramoji, Abhilash Abrapuri, Sumangala. G
1362
Green Land: A Secure Land Registration Scheme using Blockchain and AI
P Raghavendra Prasad and Kandari Harika, Rikkala Anusha, Talakondla Uday Akshitha, Allam Meghana Siri
1461
Vision - Intelligent Adaptive Feeding Framework for Domestic Animals using AI
Archana Bathula, K Manjula, Yallam Ankitha, Peram Vishnu, Boddupally Sai Kumar
1821
TMA-GNN: Asynchronous Graph Learning for Anomaly Detection in Industrial Cyber-Physical Systems under Modality Dropout
Venkatesh Koreddi , Chiranjeevi S. P. Rao Kandula , Yarramsetti Bhavya Sai , Kshatriya Vinaya Sree Bai , Siva Ramakrishna Sani , Gandhi Prakash Panem
1987
SWIFT: Implementation and Deployment of a Frequency-Enhanced Transformer Framework for Practical Single Image Super-Resolution
Saif Ulla Khan, Hamsaveni M, Samanvitha R, Sanjana S, Shreya C
2065
Design and Empirical Evaluation of Stream Processing Architectures on Google Cloud Platform
Deepesh Patel , Deepanshu Kumar Prajapati ,Sivakumar Madeshwaran