Analytics Without Boundaries: Applications Across Domains
Speaker: Shailaja Grover - Research Consultant, IIM Bangalore
Session Chair: Dr. Aparna Rao, Deputy Director RVIM, RVIM
Session Chair: Dr. Rajanishree M, Professor, BNMIT
1068
Distributed Analytics of Large-Scale Retail Transaction Data using Apache Spark
Anshu Kumari, Janani V S, Aruna S K
1192
Training Neural Networks for Concept Drift Detection and Localization in Process Mining: Control-Flow Perspective
Mainak Patra, Manish Patra , Ricky Mahto, Manoj Kumar M V, Prashant B S, Sneha H R
1410
AI Meets Advertising: Identifying Emotional Hotspots to Refine Consumer Engagement
Mohammed Azeem Khan, S.Shwetha Iyer, Daivik Jayan Mampally, Rishabh Kinhikar, Harsh Balasaheb Ahire, Yashodhan Karulkar
1446
The Synergy of Artificial Intelligence and Big Data: Redefining Decision-Making in the Era of Intelligent Business Analytics
Zameer Jahagirdar, Noor Firdoos Jahan
1447
Business Intelligence Insights into Influencer Authenticity and Audience Trust: Evidence from Regional Language Influencers
S Jayadithya, Noor Firdoos Jahan
Session Chair: Dr. Srikanth P, Professor, RVIM
Session Chair: Dr.N.S.Narahari, Porfessor, RVCE
347
Engineering for True Detection: A Hybrid NIDS Pipeline Optimized for the Macro-Average F2-Score on the CSE-CIC-IDS-2018 Dataset
Aswin R, Deepthi Chand Mungara, Vaishnavi Ss Nyshadham, K. Kalaiselvi
501
Detecting Anomalies in Large-Scale Aadhaar Enrollment Data: A Tabular Learning Case Study
Abhay Patil, Abhinav Bhargava, Amogh Em, Bhaskarjyoti Das
1019
AI Driven In Silico Drug Discovery Pipeline for Dengue and Tuberculosis
Jayanth S, Nagaraj P
1140
3Dexter: An End-to-End Pipeline for Text-to-Generative 3D Modeling and Additive Manufacturing
Pallavi Tp, Sajini G, Aby Benoy, Akarshjayanth M. Naik, Anirudh C. Balaji, Bhargav Koduru
1205
Comparative Perspectives on Prompt Optimization for Large Language Models: A Comprehensive Survey
Neha Agarwal, Vikas Verma, Shilpi Kulshrestha, Ruchi Kulshreshta
Session Chair: Dr. Purushottam Bung, Director, RVIM , RVIM
Session Chair: Mr. Krishna Munishamaiah, Professor and HoD, RVCE
847
PhishGuard: A Hybrid Machine-Learning Framework for Real-Time Phishing URL Detection with Trust-Aware Overrides
Sn Chandra Kanta Kund, Rathidevi.T, Jyothi Thomas
1012
Reinforcement Learning for Safe Terrain Traversal and Path Recommendation
Sumit Santhosh Nair, Vipul Rajesh Bohra, Vishnu L, Bhaskarjyoti Das
1230
Analysing the Influence of Acoustic Spectral Parameter on Genre Dynamics in Music Business Analytics
Chidhananda Rs, Apurva Kulkarni
1326
A Hybrid Adaptive Noise Canceller Framework for Reducing Noise in Phonocardiogram Signal
Srishti Kumari, Sathya Sai Ram, Hannah S Pauline
1349
An Attention-Driven Anatomical Zone Framework for Robust and Interpretable Pneumonia Detection
Presilla R, Sanjana L R, Sneha Reddy, Vishwanath Reddy G M
Session Chair: Prof. Venkatesh C S, Professor of Practice, RVIM
Session Chair: Dr. Siddartha B K , Professor and Head, BGS Institute of Technology, Adichunchanagiri University
263
Predicting Cardiovascular Disease Risk With LightGBM Tuned by Adapted Particle Swarm Optimization and SMOTE
Samson Omasirichukwu Offorjindu, Nikola Novakovic, Filip Radonic, Milos Grubjesic, Luka Anicin, Tamara Zivkovic, Miodrag Zivkovic, Srdjan Milic, Nebojsa Bacanin
274
Prediction and Identification of Alzheimer’s Disease using Deep Learning Models: A Comprehensive Survey
Rekha G, Mukesh Krishna M B, Balajee Jeyakumar
329
An Ensemble Learning using Super Stack Architecture for Multi-Class Rheumatic Disease Diagnosis
Lavanya G, Nadar Akila P Mohan, Krishnamoorthy J, Swetha S, Nithyaa Sri S S And Naveenaa A K
412
Hierarchical NLP Framework with Federated Learning for Sector-Specific Climate-Adjusted Loss Given Default Estimation
Rohit Nimmala, Jagrut Nimmala
622
Qiskit vs. Cirq: A Controlled, Head-to-Head Evaluation with Identical Quantum Workloads
Kevin J. Mathew, A. Christoper Tamilmathi
Session Chair: Dr. Sunitha, Assistant Professor, Head Training & Placement, RVIM
Session Chair: Dr. Reshma, Associate Professor - School of Commerce and Management, Dayananda Sagar College of Engineering
406
An Intelligent Lightweight Channel Attention-Enhanced Convolutional Neural Network (LCA-CNN) for Brain Tumor Classification using MRI Images
P. Deepan, M.Nallusamy, P. Ranjith, S.Sathiya, R. Santhana Lakshmi, L.Selva Adaikala Germeni
507
Hybrid Multimodal Deep Learning for Accurate Identification of Deepfake Videos
Anshuman Chanial, Lakshay Kamboj, Sheetal Thakur, Jaspreet Kaur
537
Federated Continual Interpretable EffNet-SVM for Privacy-Preserving Diabetic Retinopathy Screening
Konda Hari Krishna, Annagiri Mukhesh, Kathuluri Muni Sai Girish, Pamula Dasarath, Gowriboyini Hari Prasad
601
3D Reconstruction for Sparse View CT Imaging using View-Independent Gaussian Splatting
Stanley Edward, Sakar Shubham, Shrish Mishra, A V Kalpana
626
A Sign Language Storytelling System for Hearing-Impaired Children using Vocabulary-Driven ASL Video Composition
K Yogesh, R Kaviya, Aditii Sharma, Av Kalpana
Session Chair: Dr. Rashmi Shetty, Assistant Professor, RVIM, RVIM
Session Chair: Dr. Arpana Prasad, Associate Professor, New Horizon College of Engineering
399
Integrating Lean Agile 4.0 and Sustainable VSM: Insights from a Peruvian Distribution Center
Rodrigo Valerio, Miguel Cisneros, Edgar Ramos, Ron Mesia
401
Applying Smart Manufacturing Tools to Enhance Order Fulfillment: A Sustainable Approach in a Peruvian Agri-Food Company
Fabrizio Picón, Cristian Jaramillo, Edgar Ramos, Phillip Coles
512
Smartfinai: Generative AI for Expense Management and Real-Time Stock Analysis
Shanmuga Priya S, Dhinesh Kumar K S, R Guruprasad , Pranav A J, Manoj G
567
From Influence Prediction to Business Decision-Making: An Explainable Multi-Criteria Framework for Social Media Influencer Analytics
Ramya G R, Aniruth Karthik, Bharatheesha S, Jaikrrish S, Krishanth K
579
Ethical Eye: Real-Time Explainable Detection of Deceptive Patterns in E-Commerce using DistilBERT and SHAP
Neha Rajas, Duhazuhayr Ansari, Anshul Khaire, Aarya Deshpande, Aashana Sonarkar, Upamanyu Bhadane
585
Exploring the Evolution of Data Warehousing: A Scientometric analysis
D. Ramesh Babu, M. Rajyalaxmi, Jayasri Mateti
Session Chair: Dr. Sumera Aluru, Associate Professor, RVIM
Session Chair: Dr. Dharani Andhe, MCA director, RVCE
2
A Blockchain Framework for Security Academic Certificate Verification
Aishwarya S, Pavitra Narayan Bhat, Chandana Hd, Shaik Sayeed Ahamed
446
Privacy-Preserving AI Models for Securing Electronic Health Records using Federated Learning
P. Srinivasa Rao1, Gaddam Rithisha2, Mood Anjali3, Pathi Sowmya4, Kommavar Sai Priya5, Emmadishetti Anjali6
532
Clean-Label Poisoning Attacks in Text Classification: An Empirical Study of Classical and Neural Models
Kumar Jigyas Pritam, Th. Shanta Kumar, Rajjyoti Das, Tanujjal Bora
548
Integrating Quantum Machine Learning into Complex Supply Chain Optimization Problems
Anshul Koundal , Shailja Saini, Harsh Bhardwaj, Ritesh Hooda
552
ChainGuard: Machine Learning Framework for Fraud Detection in Blockchain Transitions
Sahil, Shivangi Mehra, Banita Mandal
Session Chair: Dr. Vinay K S, Assistant Professor, RVIM, RVIM
Session Chair: Dr.Hema M, Professor and i/c Head, RVITM
1
Chain Accident Prevention Through Automatic Braking using Vehicle-to-Vehicle Communication System
Bushra Z Mulla, Jyoti Metan, Nazima Khanum, Sahil
240
Intelligent System for Automated Student Interview Analysis through Psychological Perspectives
Soham Patil, Vedant Ghadge, Pradnya Jatal, Vipul Padwal, Chandan Prasad, Shailesh Gawai
368
Ai Based Career Path Recommendation System using NLP
Madhumitha J,Sandhiya M,Kanmani D
416
Intelligent Congestion Forecasting for Electric Vehicle Charging Infrastructure using AI
Tanvi, Kabir Patel, Aryan Anurag Verma, Shivam Patel, Justina J
539
Does Ordering Matter? A Full Permutation Study of Hybrid Deep Networks for Human Activity Recognition
Matilda Serwaa Wilson, Isaac Abu, Erica Kyei Annor, Isaac Adu Yirenkyi, Justice Kwame Appati
620
Emotion Detection using Handwritten Patterns
Nisha Ameya Vanjari, Dev Vora , Heet Vichhivora , Paras Waghela
Session Chair: Dr. Tamizharasi, Professor, RVIM
Session Chair: Dr. Siva Subba Rao Patange, Associate Professor(ACSIR)& Scientist fstrucatural technologes division CSIR, National aerospace laboratoreis
517
A Machine Learning–Driven Decision Support System for Forest Fire Burned Area Prediction and Risk Assessment
Chakravarthy Yesvanth Kumar, Vayyavuru Sai Kumar, Vankadara Bhuvaneswari, Paarthiv Reddy, N. Nalini.
566
Clause-Level Information Extraction and Violation Detection in Indian Financial Regulations using a Parameter-Reduced DeBERTa Model
Disha Amin, Dalvin Vinoth Kumar, Kavitha R
598
Multi-View Graph Attention with Motif-Enhanced Similarity for Community Detection
Deepthi L.R, Swaminathan J
604
An Explainable Two-Stage Machine Learning Framework for Detection and Severity Classification of Nonalcoholic Fatty Liver Disease
Sruti Lande, Aparna Hajare
610
Filter-Based Feature Selection Techniques for PCOS Detection using Machine Learning
Vaishnavi Umakant Pawar, Rita Shrikant Patil
Session Chair: Dr. Swaraj S Bharti, Assistant Professor, RVIM, RVIM
Session Chair: Dr. Manu Y M, Associate Professor, BGS Institute of Technology, Adichunchanagiri University
730
Domain-Specific Adaptation of Vision-Language Models for Enhanced Maritime Disaster Detection and Ocean Monitoring
M Yamini Saraswathi, Gunti Samhitha, Gurram Manideep, Kommu Gangadhar Rao, V Subbaramaiah
882
Explainable Road Scene Classification and Anomaly Detection using VGG16 and XAI
Swathi Padarthi, Ganesh Goud Duddeda, Leeleswara Aditya Gantedi, Deekshith Hyderboini, Swagath Maddela
938
Identification of Brain Stroke from MRI Images using OzNet Technique and Lime Algorithm
Kommalapati Naveen Kumar, P. Dhanalakshmi, Shaik Sameera, Uppari Pedda Venkatesh, Gowhathi Amasa, Andey Madhav
940
An Intelligent Cloud-Based Framework for Automated Brain Tumor Detection using Deep Learning
K.Naveen Kumar, P.Dhanalakshmi,M.Narasimha Reddy,V.Yaswanth, A.Nagaraja,V.Paul Jayakar
968
SmogViT: A Vision Transformer-Based Single Image Desmogging for Road Safety
Narendra Singh, Akshay Juneja
Session Chair: Dr. Santhosh M, Associate Professor, RVIM
Session Chair: Mr. Elangovan N, Professor & PhD Coordinator, Christ University
602
A Data-Driven Financial Decision Support Framework using Grey Wolf Optimization for Disaster Relief Allocation
Koshangi, Priyal Kadam, Yashodhan Karulkar
616
A Data-Driven Extension of the Fama-French Asset Pricing Model with Liquidity, Market Volatility, and Behavioural Sentiment
Harini Suryanarayanan, Anjani Malladi Sai, Shreyaa Nadar, Pragati Bist, Drashti Vithalani, Yashodhan Karulkar
637
MCDM-Based Framework for Risk-Aware Prioritization of SIEM Alerts
Jeyanth Khanna R, Arjun A, Chandralekha M
729
An AI-Driven Social Media Engagement Analysis Framework using Java-Based Backend Systems
Anmol Kumar, Jyoti, Syed Fahad Alam, Ansuman Roul
943
Meta-Learning for Portfolio Optimization: A MAML-based Approach with Reliability-Aware Asset Allocation
Vedant Pandey, Yuval Shah
Session Chair: Dr. Aparna Rao, Deputy Director, RVIM, RVIM
Session Chair: Dr. S.Ajitha, Head of MCA Department, MSRIT
599
Generating Art through Audio and Positional Embeddings: A Multimodal StyleGAN and Diffusion Pipeline
Virendrakumar Dhotre, Om Baji, Manas Bagul, Sarthak Bhangare, Kshitij Bhutada, Devraj Lokhande
873
Hybrid Genetic Bees Algorithm applied to Job-shop scheduling in a Case Study of Binh Duong Furniture Manufacturer
Tran Duc Vi, Nguyen Thi Tuong Vy
895
Multimodal Emotion Recognition and Emotion-Driven Music Synthesis using Transformer-Based Models
Natla Vaishnavi, Nedigallu Sai Kiran Mayee, Sankara Himakar, Sannapureddy Hari Sushma, Bala Gangadhara Gutam
972
IntegriChain: Ensuring Content Authenticity Through Blockchain and AI
Himanshu Patil, Chirag Pimprapure, Shubham Kondhalkar, Sonali Shinkar
1008
Federated Learning with Diffuesion Models for Privacy Preserving Diagnostics
G Revathy , Kulotjangan, Mohan, Lavanya
Session Chair: Dr. Srikanth P, Professor, RVIM
Session Chair: Dr Raghavendra C K, Associate Professor, BMSCE
656
AI-Powered Smart Campus Management System
Shruti, Pratham, Manjit Singh, Prateek, Shubham Gautam, Urvashi
809
AI-Agent Orchestrated Multimodal Human–Computer Interaction System using Model Context Protocol (MCP)
Prasanth D, Reuben Abraham George, Harikumar M
864
Intelligent Triage Automation using Machine Learning in Advanced Healthcare Decision Making
Dhanyaa Vanisha A., Dharshini P., Vinothini S.
994
LawBot: A Hybrid Retrieval Framework for Natural Language Legal Assistance using Domain-Specific NER and Citation-Based Response Generation
Shourya Desai, Sanjivani Adsul, Vardhan Dhavale , Saumya Dhorje, Ananya Gaikwad, Payal Dhaygude
1007
Design and Implementation of a Cost-Effective Multi-Sensor Smart Helmet for a Real-Time Rider Safety Monitoring System
Nishat Salsabil Anisha, Md Alomgir Hossain, Ariful Haque Minhaj, Farhatul Hasan Shahil, Amena Afrin Alo, Gazi Mubtasim Tousif Nuhan, Md Sajjad Hossain, Sadia Sultana Deya, Afsana Akter, Jannatul Ferdusi Tania
Session Chair: Dr. Swaraj S Bharti, Assistant Professor, RVIM, RVIM
Driving Faster Incident Resolution: Data-Driven Anomaly Detection & Root Cause Analysis in Real-Time Streaming Systems.
Speaker: Rahul Jain, Cisco System Inc
AI-Driven Customer Analytics in Retail
Speaker: Aniruddha Joshi, Software Engineer, Google LLC
Real Time Cloud Based Credit Scoring Using AI and Big Data Analytics
Speaker: Narendra Boggarapu, Salesforce Technical Solution Architect / Wells Fargo
From CRM to Cognitive Platform: Evolving Legacy Systems into AI Agentic Architectures Using the Strangler Fig Pattern
Speaker: Sitaram Srivatsavai, Senior Director, Software Development / IQVIA
Session Chair: Prof. Venkatesh C S, Professor of Practice, RVIM
AI at the Edge of Consequence: Machine Learning in Mission-Critical Telecommunications Networks
Speaker: Sesha Gonaboyina, Independent Researcher, Sr IEEE Member
Streaming Intelligence: Real-Time Fraud Detection in Retail Payments Using Machine Learning
Speaker: Gopalakrishnan Venkatasubbu, Independent Researcher - SM IEEE
AI in Enterprise Data Platforms: From Intelligent Automation to Autonomous Decision Systems
Speaker: Arunkumar Amaran, Macys System and Technology
From Cloud Delivery to Intelligent Operations: Building Reliable AI Systems in Regulated Enterprises
Speaker: Sudhakavya Bodapati Venkata, DevOps Engineer / Starkey Laboratories, Inc.
Session Chair: Prof. Kokila Kulkarni, Professor, RVIM
AI-Driven Carbon Emissions Monitoring Across the Electric Vehicle Lifecycle
Speaker: Raghavendra Kurva, Senior Data Engineer/IptiQ Americas
Turning Sales Leakage into Growth: Territory-Level Insights to Outperform Market Trends and Access Barriers.
Speaker: Vishal Kumar Sharma, Sr. Business Intelligence Analyst at McKesson
AI-Driven Healthcare Database Optimisation: Enhancing Predictive Accuracy, Accelerating Queries, and Delivering Measurable Clinical ROI
Speaker: Pradeep Kumar Nangunoori, Senior Database Admin/Xifin Inc
AI Assisted Workflow Orchestration for Healthcare Contact Center Transformation
Speaker: Mohammad Jakeer Mehathar, Software Engineering Senior Advisor (Enterprise Solutions Architect – Omnichannel Contact Center Platforms)
Assured, Explainable, and Auditable AI for High-Stakes Decision-Making
Speaker: Yesu Vara Prasad Kollipara, Lead Full Stack Engineer at Vista Applied Solutions Group
Cloud-Based Digital Identity Verification: Transforming the Insurance Industry
Speaker: Shikha Gurjar, Arizona State University
Future-Proofing ACH and Virtual Credit Card Security Through AI-Driven Risk Mitigation
Speaker: Kedarnath Goud Kothinti, Manager Of Software Development/AvidXchange
Session Chair: Dr. Srikanth P, Professor, RVIM
Beyond Full-State Releases: Selective Deployment in Modern Cloud Data Platforms
Speaker: Sauhard Bhatt, Expert DevOps & Cloud Engineering, Delta Dental Insurance
Operational Intelligence from BPM Telemetry: The BPIT Framework for Real-Time Platform Intelligence in Regulated Financial Environments
Speaker: Munisekhar Katta, Senior Software Engineer / AVP & Assistant Secretary at First Citizens Bank
Securing the Digital Grid: SAP S/4HANA, Real-Time Intelligence, and the Future of Critical Energy Infrastructure
Speaker: Vikas Reddy Vallakonda, SAP ISU/BRIM Technical Program Manager
From Bottlenecks to Breakthroughs: A Technical Deep Dive into Data Mesh for Scalable, Self-Service Data Platforms
Speaker: Balusamy Chinnappaiyan, Bigdata Engineer / Leading global apparel and retail organization
Session Chair: Prof. Jahnavi, Associate Professor, RVIM
Session Chair: Dr.Azhar Kazmi, Former Porfessor, King Fahd Univeristy
677
Global Research Trends in Satellite Communication Systems and Orbits: A Scientometric Analysis
Shirisha Balle, J Ravi Chander, Ajayan J
748
Multilingual Intent Classification using XLM-RoBERTa with BiGRU-CNN and Attention Mechanism
Kadirisani Neha, Kopparthi Shamitha, Chandrashekhar Pomu Chavan
842
A Reproducible and Scalable Pipeline for Constructing UMLS-Based Biomedical Knowledge Graphs from RRF Files
Bandarupalli Shanmuka Vardhan, Sabbella Manoj Subba Reddy, Simhadri Venkata Sai Prasad, Balivada Hemanth Sai Vardhan, Anbazhagan Mahadevan
924
Ai-Assissted Early Disease Outbreak Prediction using Multisource Data Fusion
Madishetty Soumith, Golla Sri Harshit, Tejavardhan Pilla, Ruman Khan, Suresh Kumar
954
Toxicity Classification and Moderation via Transformer Models and Policy Optimization
Sri Ramya Divakarla, Vemula Yashodha, Vudumala Rupa Manogna, Susmitha Vekkot
Session Chair: Dr. Santhosh M, Associate Professor, RVIM
Session Chair: Prof. Iqbal Thonse Hawaldar, Director, Accreditation & Quality Assurance Centre,Kingdom University, Bahrain, Kingdom, University, Bahrain.
1026
A Cutting-Edge Transfer Learning Frame Work for Skin Lesion Analysis Across Multiple Modalities
Pogula Sreedevi, D. Sravanthi, Kanigiri Roshini, Farooq Sunar Mahammed, Y.Supriya Reddy, Shaik Tahseen Banu
1040
Leveraging Spatial Alignment with an Improved Image Pre-Processing Approach for Robust Breast Cancer Classification
Talari Swapna, Vijaya Kumar. V
1050
Crystal Clear-ML Powered Detection of Micro-Defects in Glass
Parthasarathy C, Chandeep Roshen Chandrasekar, Vijay Ps, Karthik V
1056
Skin Lesion Detection on ISIC Dataset using 2D Convolutional Neural Networks
M. Amareswara Kumar, M. Bhavana, B. Vidhyashree, B V Chandra Sekhar, E. Lakshmi Prasanna, S. Nazia Banu
1064
Hybrid Extended Honey Badger Optimization Algorithm for Multilevel Image Segmentation
Vishal S. Pawar, Shrenik S. Sarade, Samindar J. Vibhute, Samrat A. Babar
Session Chair: Dr. Aparna Rao, Deputy Director, RVIM, RVIM
Session Chair: Dr. Mahesh Pavan Sathavalli, Program Manager, WPP India IT
1110
An AI-Driven Framework for Intelligent B2B Lead Acquisition with Salesforce CRM Integration
Aaryaman Jaydeep Kattali, Vaishnavi Nitin Dumbre, Ritik Surendra Pandey, Durvesh Dilip Kanade, Ankush Gaikawad, Bharti Khemani, Viki Patil
1168
Smart Pension Distribution via Machine Learning-Driven Eligibility Verification and Fraud Detection
Subhojit Ghosh, Mukhtiar Singh, Shiv Chauhan, Shreyansh Vishnoi, Daksh
1300
Optimized Deep Learning and Sentiment-Aware Decision Framework for Personalized Stock Market Investment Support
Manasi Patil, Samiksha Patil, Smith Patil, Jaya Gupta, Nirali Arora
1355
A Hybrid Machine Learning Framework for Detection of Fraudulent Product Reviews in E-Commerce: Combining Linguistic Patterns and Behavioral Analytics
Gaurav Ashok Ghodake,Raj Bhimashankar Kulkarani
1450
Hybrid Gen AI and NLP Framework for Legal Risk Management: Automated Compliance Violation Detec-tion in Regulatory Monitoring
Naga Ravi Vadrevu
Session Chair: Dr. Tamizharasi, Professor, RVIM
Session Chair: Dr. Shampa Nandi, Professor, ISME
1022
A Novel SWC-Enabled LPWAN Framework for Enhanced Energy Efficiency and QoS
Naga Srinivasarao Chilamkurthy, Syed Ali Hussain, Shaik Imamvali, Mondikathi Chiranjeevi, T. Sairam Vamsi
1044
Lightweight Zero Trust Enforcement using Real-Time Log Intelligence for Adaptive Access Control
Vignesh K
1074
Automated CI/CD and Observability System Enhanced with Generative AI for Alert Analysis and Dynamic Reporting
Jujjavarapu Sujan Chowdary, Annapurani.K
1131
Unsupervised Log-Based Threat Detection using Isolation Forest and Autoencoder Ensembles
Vaibhav Tribhuwan, Aparna Santra Biswas, Archana Bhaskar Patil
1150
Hybrid AI Model for Predictive Cyber Threat Detection using GNN and Transformers
Thoka Hemanth, Pappuru Lalitha, Gunti Someswari, Mandali Lokesh Giri Chandra
1170
Conditional Retrieval Augmented Generation for Low Latency Code Completion
Juhi Singh, Manas Singh, Subhradip Debray, Gautam Sharma
Session Chair: Dr. Sumera Aluru, Associate Professor, RVIM
Session Chair: Dr. Rashmi S , Professor , RVU
1077
Sensor Based IoT and Machine Learning Framework for Predictive Fault Detection and Energy Optimization in Refrigerators
Nikunj Parikh
1151
Early Health Deterioration Detection using Behavioral Drift Analytics
T Varshitha Reddy, Yellanki Rishik Sai, Varshith Golla, V Manikyala Rao, J Shruthi
1183
ELM-GRU-AM: A Hybrid Approach for Intelligent Multimodal Human Activity Recognition in Personal Healthcare
Farooq Sunar Mahammad, A Lavanya Royal, O. Bhaskaru, S.A.Pooitha, Thanikanti Sudhakar Babu, D.Harsha
1211
Custom 1D CNN Architecture for Traffic Flow Severity Classification: A Comparative Study of Machine Learning and Deep Learning Models
P. V. V. S. Srinivas, Kakarla V. M. Sai Lahari, Gorantla Arshitha, Meruva Lokesh, Ittela Bhavana Sriya, Kotturu Sai Kumar
1219
Emotion Identification from Background Music in Cartoons - Tom and Jerry
Tanisha Dusane, Shriya Kshirsagar, Shreya Siddheshwar, Aparna Hajare, Mangesh Bedekar, Rashmi Apte
Session Chair: Dr. Rashmi Shetty, Assistant Professor, RVIM
Session Chair: Mr. Satish S, Associate Professor(ISE), RNSIT
1017
KAN-Augmented GCNs: Improved Predictive Performance and Explanation Fidelity
Priyansh Surana, Anagha Kini, Aditya Hriday Rath, Bhaskarjyoti Das
1027
A Hybrid GNN–Collaborative Filtering–XGBoost Model for Student Examination Performance Classification
Anjani Kumar, Raj Sinha
1048
When Climate Patterns Don’t Stay Still: Evidence from NDVI-Based Forecasts of Irrigation Water Demand in Semi-Arid India
Vinay Kellengere Shankarnarayan, Noor Firoods Jahan, Purushottam Bung
1118
Balancing Accuracy and Efficiency: A Metaheuristic Framework for Protein Alignment Benchmarking
Jonita Roman, Rupam Gupta
1449
Dynamic, Signal-Driven Segmentation of Psychiatrists and Neurologists Using Web Intelligence, Identity Resolution, and Machine Learning
Shantanu Seth
AI Agents for Decision Making
Speaker: Manaranjan Pradhan, Founder, AIThinking.in, Adjunct Faculty, IIM Bangalore and ISB Hyderabad
Session Chair: Dr. Vinay K S, Assistant Professor, RVIM
Session Chair: Dr.Swetha M D, Associate Professor, BNMIT
1094
Object Detection Via Unsupervised Learning using Autoencoder and Clustering
Ashiya, Kirti Jain
1201
CNN-Based Semantic Segmentation for Deforestation Detection in Indian Tropical Forests using Multispectral Satellite Imagery
Arnav Khurana, Saranya S S
1207
Edge-Cloud Hybrid Architectures for Low-Latency Face Detection, Tracking, and Identification: A Comprehensive Survey
Divyanshu Rai, Divyam Sharma, Tanishk Soam, Gourav, Mangesh Hajare
1208
Explainable Brain Tumor Detection using Efficientnetb0 and Grad-CAM on Mri Images
P Sree Lakshmi , Hemanth Gowda H L , Vijayalakshmi A Lepakshi, Lakshmi J V N
1240
Pixel Integrity: Deep Learning-Based Detection and Segmentation of Copy–Move Forgeries in Scientific Images
S. S. Saranya, Mehul Mridul, Saatvik Krishna Vaish
Session Chair: Prof. Venkatesh C S, Professor of Practice, RVIM
Session Chair: Dr. M R Jhansi Rani, Professor, OB & HRM, ISBR Business School
1260
Parallelizing Terrain-Based Rainwater Simulation
Shama, Pratham L Kamath, N Gopalakrishna Kini, Vivekananda Bhat K
1271
Interpretable Reinforcement Learning Policy Generation using GAN-Based Reward Shaping
Jack Milton J, Shiju George, Avuthu Bhavitha Reddy, Gopica A, Dharmeswaran M
1283
A Review of Architectures, Techniques and Challenges of using Advanced Quantum Steganography for secure IoT Communication
Kaustuv Dey, Bilal Ahmed Reshi, Vijay Kumar
1293
An Attention-Driven CNN–BiLSTM Framework for Robust IoT Network Intrusion Detection
Krishna Priya, Akshith Pendli, Chakresh Patha, Lokesh Sathini, Ravi Teja Daggupati
1305
Machine Learning-Based Fingerprinting of Post-Quantum and Classical Cryptographic Algorithms using Traffic Metadata
Revathy M, C.Sharon Roji Priya, I. Diana Jeba Jingle
Session Chair: Prof. Jahnavi, Associate Professor, RVIM
Session Chair: Dr. C B Venkata Krishna Prasad, Professor, Dept. of Commerce and Management,, S-VYASA (Deemed To Be University)
1264
NeuroScan: A Novel Deep Learning Approach for Multiclass Neurocognitive Disorder Classification
R Vijaya Saraswathi, G Madhu Nikitha, S Gayathri, Lasya Bhasker, Surabhi Satwika
1265
A Driver-Centric SoC-Aware and Geospatial Distance-Based Intelligent Framework for EV Charging Station Recommendation
K. A. Vignesvaran, S. K. Shuhash, Yadunandann S., Hrithika D., Ponsutharshan D., Lekshmi R. R.
1311
CyberGenie: An AI Powered Cyber Hygiene Coach
Pranet Pednekar, Pratham Patange, Akash Singh, Kshitij Chitnis, Taruna Sharma
1373
Temporal Kolmogorov-Arnold Transformer for Heart Rate Trend Forecasting from ECG Signals
Narra Snehith, Phalguna Siddhartha Reddy Chilukuri, Aaskaran Bishnoi
1430
Human Emotion Detection using Speech Analysis
Pranal Kakde, Arkan Sayyed, Kaustubh Deore, Ashirvad Das
Session Chair: Dr. Santhosh M, Associate Professor, RVIM
Session Chair: Dr. Veena A, Associate Professor, RVU
1233
A Comprehensive Review On Detecting Developmental Differences in Pregnancy using Transcriptomic Data
Glory Gupta, Anjali Lathwal, Bhawna Jain
1312
NimbleNet: A Novel Lightweight Architecture for Reducing Computation Complexity in Application to Fake Reviews Classification
C.Sharon Roji Priya, P.Deepalakshmi
1330
Cascade-Level Fake News Classification using Graph Attention Networks over Diffusion Trees
Parasdeep Singh, Madhav Arya, Akshit Sharma, Shubham Raj, Sumit Kumar Ranjan
1368
Enhanced Predictive Modeling for Early-Stage Lung Cancer Diagnosis through GenAI
K. Naveen Kumar, P. Dhanalakshmi, P. Jaya Sree, S. Tulasi Rao, N. Jaswanth Reddy, N. Muni Bhargav
1426
CTGAN-Enhanced Deep Learning and LLM-Based Advisory System for Crop Yield Prediction
Priyanka K, Nirupam Arun Naragund, Krishna Chaitanya Joshi, Rohit Jamalkari, Umesh D R
Session Chair: Dr. Sunitha, Assistant Professor, Head Training & Placement, RVIM
Session Chair: Dr. Divya Purnaiya , Founder Director, Brand Update
1241
Breast and Cervical Cancer Detection using DenseNET
Varsha Bhole, Jyoti Kadam, Tanisha Kadam, Prajukta Mohapatra
1277
AneurysmNet: Multi-Frame Aneurysm Detection using EfficientNetV2 and Modality-Aware Preprocessing
S.S. Saranya, Ahhsanul Hoque, Neeraj Pratap
1287
A Patch-wise Feature-Based Framework for Image Anomaly Detection and Localization
Ajay Kumar Mallick, Abhishek Badwaik
1345
PolypLiteFormer: An Efficient Transformer-Based Deep Learning Model for Polyp Segmentation in Colonoscopy Images.
Aditi Kar, Navneet Kaur, Paurav Goel
1398
A Deep Learning Multi-Module System for Two-Wheeler Traffic Rules Violation Detection
Meena Ugale, Piyush Pawar, Om Deshmukh, Laukik Suryavanshi, David Dennis
1429
Concrete Crack and Depth Detection using Deep Learning
Archana Suresh, Fathimath Najiya, Sajitha I, Anugraha Mathai, Anjali Krishna M R
Session Chair: Dr. Uma Sharma, Assistant Professor, RVIM
Session Chair: Dr. M.Mrunalini, Professor and Head dept of MCA, RVITM
452
Enhanced Neural Network for Classification of Hyperspectral Imagery using Ensemble Models
Sindhu Menon
1029
Design and Performance Analysis of Dual Band Implantable Antenna for Medical Applications
Sasirekha D, Harish S, Praveenkumar G, Mohana Priya R
1272
A Rule-Based Optimization Framework for Effective Load Scheduling in Smart Homes
Akshath Senthilkumar, Charan Karthick V., A. Kavin Siddharth, Arjun M. Lekshmi R. R.
1393
A Disentangled and Attribute-Conditioned Variational - Autoencoder Framework for Semantically Aligned Human-Centric Fashion Generation
Nischal S, Shiju George, M Likhith Reddy
1451
Graph-Based Machine Learning for Artist and Content Affinity Prediction
Aneri Shah
