Registration of Offline Participants and High Tea

Inauguration (Hybrid Mode)

Plenary Talks (Hybrid Mode)

Plenary Talk 1 (Hybrid Mode)

Speaker: Prof. Donghwi Jung,School of Civil, Environmental and Architectural Engineering, Korea University, Seoul, Republic of Korea

Plenary Talk 2(Hybrid Mode)

Speaker: Dr. NP Waghmare, Professor of Practice, Former Director of Forensic Science Laboratory (Goa Police)

Lunch (For Offline Participants)

TS 01: Emerging Techniques (Offline Mode)

178

Optimizing YOLO for Enhanced Automated Detection of Ankle Fractures in Emergency Radiographic Imaging
Takhellambam Sylvia, Sanjay Kumar Dubey, Khelchandra Thongam, Guruaribam Rishikanta Sharma

466

The CO Pollution Forecasting with Recurrent Neural Networks with Attention Mechanism Optimized by Adapted Firefly Algorithm
Snezana Anetic, Tamara Zivkovic, Vuk Gajic, Nikola Jovic, Branislav Radomirovic, Vico Zeljkovic, Midorag Zivkovic, Nebojsa Bacanin

550

Ant Colony Optimization: Principles, Variants, and Application Domains – A Survey
Deepak Kumar Pathak, Aishwarya Mishra, Koastubh Ahlawat , Lavika Goel

822

Anomaly Detection in Encrypted TLS Traffic using XGBoost-Based Machine Learning for Intrusion Detection Systems
Atchayan Kathiravan, Stacey Tamilarasan, Shrinaath V, Vatchala S

950

A Framework for Deleted Image Recovery and AI Enabled Image Restoration
G.Pradeepa, Nitish Kumar, Utkarshini Ashwini Srivastava, Sidrah Fayaz Wani

973

Scaling RAG Performance: A Technical Evaluation of Retrieval Mechanisms in Llama, Mistral, and Phi
Rishikant Mallick, Nikita Singhal, Sunil Dhore, Poonam Nagale Hadke, Santosh Kumar Sahu

TS 02: Informatics and Applications (Offline Mode)

451

Efficient Human Activity Recognition from Radar Spectrograms: Comparative Study of SVM, CNN, and KNN for Tactical Edge Deployment
Shri Manasa S, Sarvani Sruthi Chundi

532

Implementation of Deep Learning Models for Plant Disease Detection – PlantDoc
Amol G. Patil, Mahadevappa, Neha Shetty, Nidhi Balse, Suhas Shirol

619

Implementation of Garbage Classification System using Efficient Net-B0
Vikas K R, Soumya Mirajkar, Manoj S U, Akshay M D, Suhas Shirol

781

Enhanced Deep Learning Approach for Sugarcane Leaf Disease Detection Analysis for Indian region
Amey Agarwal, Leena Chourey Gour, Vidhi Gajra, Surendra Singh, Dhananjay Kalbande, Sagun Baijal

775

Smart Agriculture Robot For Targeted Pesticide Application And Irrigation Management
Anand Magar, Hriday Badani, Dhyey Thakkar, Amay Patel, Janhavi Awere

798

Deep Learning-Based Energy Efficiency Optimisation in MIMO-NOMA with Hybrid Attention-assisted Residual Network
Shambhavi Tiwari, Kanchan Sharma

1019

SAFNet: Simplified Attention-Driven Fusion Network for Multi-Modality Image Fusion
Vinay Agarwal, Anubhav Kaushik, Mayank, Vedant, Jyoti Yadav, Alok Agrawal, Mamta Rani

TS 03: Intelligent System: Algorithms and Applications (Offline Mode)

833

A Diagnostic Perspective on Why Children’s Speaker Verification Remains Challenging: The Role of Age, Duration, and Acoustic Variability
Shahid Aziz

978

TransCID: A Custom-Built Transformer Encoder Based Deep Learning Model for Cerebral Infarction Detection
Nikita, Jyoti Yadav, Vijander Singh

1002

Ingenuous Marine Predator Algorithm for Global Optimization
Akash Saxena And Ajay Kumar Bansal

1041

Prostate Segmentation Using Vgg-Unet: A Deep Learning Approach
Amitej Singh Datta, Rishit Goel, Vergin Raja Sarobin

840

Reverse Hierarchical ViT-Based Embedding Approach for Capsule Endoscopy Classification
Pallavi Sharma, Palak Handa, A.K Mohapatra, Nidhi Goel

TS 04: Intelligent Data Analytics and Computing (Online Mode via Google Meet)

Session Chair 1: Prof. (Dr.) Suhail Javed Quraishi, Professor and HoD, Manav Rachna International Institute of Research and Studies

Session Chair 2: Mr. Chotu Lal, Rajasthan Technical University

495

A Novel Dynamic Windowed SVD-Driven and Attention-Augmented Approach for Rainfall Prediction Based on Latent Semantics of Time-Series Weather Parameters
Prakasam S, Hariharan S, Shanmugapriya P

660

Deterministic Graph Summarization and Compression
Vedant Manoj Salunke, Sunil Mahajan

64

GreenGuardian: A Hybrid Deep Learning Approach for Smart Plant and Crop Management from Homes to Farms
Deepika Sai Devi Kadiyam, Prasanna Sai Lakshmi Vemulapalli, Yasaswini Abburi, Chuda Mani Kakarla, Pradeepini G

331

Semantic Clustering of Indian Legal Judgments using InLegalBERT, FAISS, and ABC-Optimized X-Means
Rakshita Patil, Shrusti Siddanagoudar, Rakshita Bolashetti, Saakshi Lokhande, Shivalingappa Battur

TS 05: Communication and Control Systems (Online Mode via Google Meet)

Session Chair 1: Mr. M.Maria Rubiston, Assistant Professor, Ramco Institute of Technology

Session Chair 2: Mr. Shiv Prakash, Soft Computing Research Society

409

Impact of RF EMF mmWave Frequency on Human Health used in 5G Mobile Communication
Joseph Samuela, Roneel Kumar, Mansour H Assaf, And Sushil Kumar

494

Designing Audio-Grade Butterworth Filters using Bilinear Transformation for Audio and Communication Systems
Trishaal Datt, Upshanth Prakash, Krishal Kumar, Naithan Peter, Mansour H Assaf, Bibhya Sharma

508

Enhanced Energy-Aware Multi-Cluster Routing with Adaptive CH Rotation for Underwater Wireless Sensor Networks
Manoj Kumar Agrawal, Rohit Agarwal, Lekhraj

556

Cross Environment Fault Generalization in Fog and Edge Networks
Soora Sathish Kumar, R Vijaya Prakash

578

A scalable and Efficient Key Management Protocol for Secure Multicast Communications in AMI of Next-Generation Smart Grids
Khushboo Gupta, Vinod Kumar, Ram Prakash

657

Cloud–Edge–IoT Framework for Ultra-Low Latency in 5G
Elandharsheni E , Feling Nibi Mj

TS 06: Emerging Techniques (Online Mode via Google Meet)

Session Chair 1: Dr. Rijwan Khan, Professor, School of Computing, SRM University, Trichy

Session Chair 2: Mr. Achit Katiyar, South Asia University

701

Drug Efficacy Prediction using Hybrid Quantum and Machine Learning Models
Sathyadharini Srinivasan, Diya Arshiya, Mala T, Preetham Vijayandhran,Samiukktha Dharmalingam

801

Clarity Meets Perception: A Convolutional LSTM Model for Image Super-Resolution
Yeswanth Satya Prasad Veeravalli, Uma Priya D

955

AI-Regenerated Comic Art using Fréchet Inception Distance and Generative Models
Keona Croning, Keerthana B, Akhil Ramchand, Shiju George, Asha Joseph

220

MedEGAN: Synthesizing Medical Images for Rare Disease Diagnosis
Nanditha Muralidhar, Vasuki Shankar, Chaitra N

927

A Hybrid Fuzzy Partitioning and Residual Corrected Ensemble Framework for Interpretable Time Series Forecasting
ABHIJIT GOGOI, BHOGESWAR BORAH

TS 07: Informatics and Applications (Online Mode via Google Meet)

Session Chair 1: Dr.E.Emerson Nithiyaraj, Assistant Professor, Mepco Schlenk Engineering College

Session Chair 2: Dr. Poonam Gupta, Associate Professor, G H Raisoni College of Engineering and Management

93

UNET-based Segmentation for Diabetic Macular Edema Detection in OCT Images
Dyuti Dasmahapatra, Nichenametla Karthikraja, Monika Mokan, Devanjali Relan

176

Enhancing Diabetic Retinopathy Detection using CNN and EfficientNet-B0 Architectures
Raj Shah, Ronak R Patel

341

OcuScanAI: Automated Multi-Class Ocular Disease Detection using MobileNetV3 and Web-Based Deployment
E Aditya Sai Krishna, Md Sami A Ghori, Sarvesh Magdum, Swaroop N Udasi, Anand S Meti

369

ViT-Fuse: Vision Transformer with Semantic Fusion for Pulmonary Nodule Diagnosis
Deena Sivakumar, Vishali Ms, Krishna V Kn, Sowmiya Shri M Khamesh P, Mithun Varsant P

TS 08: Intelligent System: Algorithms and Applications (Online Mode via Google Meet)

Session Chair 1: Mr. Madhav, Soft Computing Research Society

Session Chair 2: Dr. Mukesh Saraswat, Professor, JIT

Session Chair 3: Dr. T.Sampath Kumar, Assoc Prof SR University

65

Artificial Intelligence Based Infrastructure Maintenance for Smart Cities using Convolutional Neural Networks
Naga Sravanthi Kothuru, Devi Karthikeya Konda, Harsha Vardhan Reddy Yaradla, Mahendra Babu Parise,B Prameela Rani

275

Revolutionizing Word-Level Hindi Handwriting Recognition through Comparative and AI-Driven Insights
Vandana Sharma, Mohd. Nazim, Surya Prakash Sharma

416

Comparative Analysis of Traditional Deep Learning and Transformer-Based Models for Environmental Audio Classification
Pratik Chakraborty, Ashwath Rao B

435

From Convolution to Attention: Evaluating Deep Learning Models for Multi-Class Waste Recognition
Shashank Yadav, Naveen Kumar Tiwari, Abhishek Bajpai, Jiya Malhotra

521

Advanced Hybrid Intrusion Detection System Leveraging Deep CNN and Bi-RNN Classifiers for Securing Industrial-based IIoT
Neeraj Sharma, Neelu Nihalani

979

A Multi Modal Retrieval Augmented Generation Approach for Clinical Analysis with Role Based Access Control
Prahalyaa A, Mogitha S M, Harini Priyanka W, Harini N

TS 09: Intelligent Data Analytics and Computing (Online Mode via Google Meet)

Session Chair 1: Dr.S.Rakesh kumar, Assistant Professor GITAM University

Session Chair 2: Mr. Kaushlendra Pratap Singh

432

ResFormerNet: A Hybrid Convolution-Transformer Network for Robust Potato Leaf Disease Diagnosis
Abhishek Bajpa1, Shalinee Sahu, Naveen Tiwari, Vivek Srivasatav, Shashank Yadav

513

Explainable Machine Learning for House Price Prediction: A Multi-Pipeline Approach
Abhijit Gogoi

542

Awareness-Driven Information Diffusion in Social Networks: A Novel Spreading Model
Jo Cheriyan, Lekshmi S Nair, Geethu S Kumar, Anjuna D Raj

637

Photovoltaic Performance Prediction of Perovskite Solar Cell using Intelligent Systems
Ashwini B. Takalikar

683

AN LKHMM AND HYBRID TRANSFERRED ENSEMBLE MODEL BASED ENHANCED FRAMEWORK FOR CREDIT CARD FRAUD DETECTION
Akhil Vaitla Janardhan

710

Community-Aware Temporal Influence Maximization in Social Networks: Modeling Norm-Driven Diffusion with Linear Threshold Dynamics
Rohit Kamal V, Farsana Shajahan, Rohith Varma, Shaik Rehaan Ashraf , Deepthi L R

High Tea (For Offline Participants)

Session Chair: Dr. Raju Pal, Gautam Buddha University, Greater Noida

Enhancing Transparency and Agility in Social Work Services via the SWAN Platform

Speaker: Ms. Bijal Lalitkumar Dave, Istream solutions

Future Trends in Data Modernization

Speaker: Mr. Sampath Kumar Konda, Schneider Electric

AI POWERED PREDICTIVE ANALYTICS FOR GOVERNMENT FINANCIAL MANAGEMENT: IMPROVING CASH FLOW AND PAYMENT TIMELINESS

Speaker: Mr. Sreenivasula Reddy Gosangi, CGI Technologies & Solutions Inc

From Legacy to Leading Edge: Navigating the Oracle E-Business Suite 12.1.3 to 12..2.8 Transition

Speaker: Mr. Prasad Manda, 3M HealthCare/Concentra Healthcare

AI-Driven Healthcare at Scale: Personalization and Predictive Tools in the CVS Health Mobile App

Speaker: Mr. Sridhar Lanka, Emids, Data Architect

How GenAI Agents are Transforming Legacy Application Modernization

Speaker: Mr. Yaman Tandon, Sr. IEEE

Generative & Agentic AI for Resilient Supply Chains and Manufacturing

Speaker: Mr. Saurabh Parekh, Software engineer at Walmart

Session Chair: Dr. Kusum Kumari Bharti, Assistant Professor, NIT Jalandhar

Multimodal AI Systems: Performance Analysis & Implementation Challenges

Speaker: Mr. Swapnil Thorat, University of North Carolina at Charlotte (Senior Software Engineer)

Securing the Future: Designing AI-Driven Financial Applications with Privacy, Compliance & Trust at Scale

Speaker: Mr. Rajkumar Sekar, ANNA UNIVERSITY

Enterprise Observability: Harnessing Telemetry for Faster Incident Resolution and Proactive System Optimization

Speaker: Mr. Rahul Bhatia, Principal Splunk Engineer

Reimagining FP&A with AI and LLMs: From Forecasting to Strategic Foresight

Speaker: Mr. Gautham Panneer Selvam, Finance Manager Google Cloud

Session Chair: Prof. Praveen Shukla, BBD University, Lucknow, India

The Nervous System of the Future: Intelligent Networks Driving Autonomous Ecosystems

Speaker: Mr. Vijaya kumar katta, Infinite computer solutions

AI-Driven Zero-Trust Middleware for Secure Multi-Cloud and Microservice Integration

Speaker: Mr. Srikanth Reddy Jaidi, Pioneer Consulting Services LLC

Modernizing Insurance with Microsoft Fabric: Scalable ECM for Resilience, Compliance, and Customer-F

Speaker: Mr. Anshu Kalia, Manager- Systems Application Development

Securing AI-Driven Finance: Navigating Risks in Cloud-Native Modernization

Speaker: Ms. Manisha Sengupta, Enterprise Systems Engineer, Leading Fintech Modernization. MAKAUT (formerly West Bengal University of Technology)

Session Chair: Dr. Himanshu Mittal, Indira Gandhi Delhi Technical University for Women, Delhi

Automation as the Cornerstone of Modern Site Reliability Engineering: Data-Driven Insights from Global Implementations.

Speaker: Mr. Raman Vasikarla, Cisco Systems

The Ethics of Data Collection: Driving Business Growth While Safeguarding User Privacy

Speaker: Mr. Pavan Surya Sai Koneru, Sr Data Engineer

Transforming Healthcare with Predictive Analytics: Leveraging Machine Learning and Salesforce Einstein Studio for Proactive, Data-Driven Care

Speaker: Mr. Ganesh Bollina, Elevance Health

AI-Enhanced API Security: Accelerating Detection Accuracy and Reducing Vulnerability Resolution Time in CI/CD Pipelines

Speaker: Mr. Rajat Kumar Gupta, Principal Member Of Technical Staff / Oracle

Session Chair: Dr. Manjunath Lamani, Associate Professor, Moodlakatte Institute of Technology Kundapura, Karnataka

AI Governance: 90% Compliance Cost Reduction in 50-State Privacy Landscape

Speaker: Mr. Aditya Chakravarthy Sumbaraju, Data Stewardship Manager II | Wal-Mart Associates Inc

AI-Powered Patient Data Interoperability: A Framework for Clinical Excellence, Cost Reduction, and Patient Safety

Speaker: Mr. Kiran kumar gunakala , Ginetechlabs llc

Trust by Design: Securing the Future of Intelligent Infrastructure

Speaker: Mr. Yugandhar Suthari, Security Engineer / Cisco Systems Inc

Designing Distributed Payment Architectures for Data Localization: Balancing Compliance, Performance, and Global Scale

Speaker: Mr. Shivansh Chandnani, Software Engineering Manager, Meta

Session Chair: Mr. Abhishek Bhatia, South Asia University

Data and AI in Financial Services: Architecting Intelligent Systems for Trust, Innovation, and Growth.

Speaker: Dr. Ashish Dibouliya, Managing Director – Data Architecture (Webster Bank - USA)

From Cloud to Edge: Building Intelligent Infrastructure for the Real-Time World

Speaker: Mr. Madhu Babu Kola, Technical Project Manager, Tata Consultancy Services Ltd

Algorithmic Trust and Transparency: The Role of Generative AI in Shaping Investor Confidence in Brokerage Services

Speaker: Mr. Mohamed Abdul Kadar, QC Automation

From Detection to Prevention: Operationalizing AI in Financial Services for Fraud, Accessibility, and Trust

Speaker: Mr. Syamprasad Guda, Senior Engineering Leader, Enterprise Architecture & AI Platforms, Leading Financial Company

Session Chair: Dr. Roop Singh

AI-Driven Transformation: Designing Smart Web Applications with ASP.NET Core and Cognitive APIs

Speaker: Ms. Sesha Sai Sravanthi Valiveti, .Net Technical Lead, Infosys

AI-Augmented Release Management: Bridging Classic DevOps with Autonomous Software Delivery

Speaker: Mr. Sai Raghavendra Varanasi, Software Engineering, Cigna Health Care

Revolutionizing Enterprise Operations Through AI-Driven Data Modernization

Speaker: Mr. Chandra Shekar Chennamsetty, Autodesk Inc.

AI and Diversity, Equity, and Inclusion (DEI): Examining the Potential for AI to Mitigate Bias and Promote Inclusive Communication

Speaker: Mr. Lok Santhoshkumar Surisetty, Labcorp

Session Chair: Dr. Raju Pal Gautam, Buddha University, Greater Noida

INTEROPERABILITY AND DATA MODERNIZATION: BUILDING A CONNECTED BANKING ECOSYSTEM

Speaker: Vijay Kumar Adari, Cognizant Technology Solutions

The Age of Financial AI Agents: Managing Risk When Machines Manage Money

Speaker: Mr. Mohan Sankaran, Engineering Lead / PayPal Inc.

Quantitative Analysis of U.S. Cybercrime Financial Losses (2020–2024): AI-Enabled Predictive Modeling and Priority Areas for Monitoring

Speaker: Dr. Sonal Sagar Boda, Fellow, University of the Cumberlands, USA.

Speaker: Dr. Anupam Yadav, Department of Mathematics and Computing, Dr BR Ambedkar National Institute of Technology, Jalandhar

TS 10: Communication and Control Systems and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Mr. Naveen Kolli, Data Technology Manager / Independent Researcher

Session Chair 2: Dr Pooja Chaturvedi, Assistant Professor, Department of Computer Science and Engineering, Nirma

Invited Talk

Securing the Modern Enterprise: From Branch to Cloud to Thing
Speaker: Mr. Chandu Gutti, Senior IEEE Member

Invited Talk

Revolutionizing SMB Payments: AI/ML Transformation in Risk Management
Speaker: Mr. Srinivasan Ravishankar, Intuit Inc., USA

647

UAV-Assisted MEC with RSMA-Enabled AmBC in IoT Network: Offloading Performance Analysis
Anh-Nhat Nguyen, Gia-Huy Nguyen, Tung-Son Ngo, Ngoc-Anh Bui, Phuong-Chi Le, Manh-Duc Hoang, Tien-Dat Trinh, And Tuan-Anh Hoang

568

Feature Hierarchies in Optical Coherence Tomography using Modern CNNs
Aleena Thambi K, B.Surendiran, Prema Mayudu B, Chandra Mouli P.V.S.S.R. , Vinothini K

265

Dual-Mode ESP32-CAM Robotic Car for Surveillance and Line Following
Ajay Talele, Shital Pawar, Sakshi Dhumale, Harshvardhan Vanmore, Dipak Parvate

659

AI-Enhanced Edge Signal Denoising for Reliable Fault Detection and Monitoring
Nachiket Kulkarni, Shakil Nadaf, Sunil Mahajan

671

Privacy-Preserving Key Generation and Steganographic Embedding Scheme for Secure Internet of Medical Things (IoMT)
Krishna Prasath S, Ramana Murthy G

700

Formal Modeling and Optimization of Autonomous Vehicle Safety Systems using SPZN Framework
Steffi Steffi, Sunita Kumawat

TS 11: Emerging Techniques and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Mr. Sridhar Kumar Irujolla, Mary Kay Inc.

Session Chair 2: Dr. Mithra Venkatesan, Professor, Dr D Y Patil Institute of Technology, Pune

Invited Talk

The AI-Powered BI Architect: Building Intelligent Data Ecosystems
Speaker: Mr. Mallikarjun Bussa, Lead BI Architect / USEReady Inc

Invited Talk

AI-Driven Network Access Control for Proactive Cyber Defense in Finance
Speaker: Mr. Abhishek Palahalli Manjunath, Independent

264

Code to Chronicles: An End-to-End AI Pipeline from Text to Narrated Video using Stable Diffusion
Nishchay Gaonkar, Appu S Chalawadi, Chinmay Avaradi, Gautam Narajji, Sharada Shiragudikar

270

LCM-MT: A Large Concept Model Framework for English to Hindi Machine Translation
Aradhya Gaonkar, Nihal Jain, Vignesh Chougule, Tushar Bulla, Uday Kulkarni, Narayan D. G

376

Generating Counter responses for Mitigating Hate Speech Across Multiple Dimensions using Generative AI
Bhawani Singh Rathore, Sandeep Chaurasia

469

Energy-Performance Trade-Offs in Deep Learning Model Training on GPUs
Usha Divakarla

TS 12: Informatics and Applications and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Mr. Ganapathi Yeleswarapu, Supervisor Software Development / MoneyGram

Session Chair 2: Dr. Sachidananda Sen, Associate Professor, SR University, Warangal

Invited Talk

Beyond GenAI: The Era of Cognitive AI
Speaker: Mr. Sivasai Nadella, Specialist Software Engineer - Amgen

Invited Talk

Privacy-Preserving Data and Security Innovation
Speaker: Mr. Somesh Nagalla, 7 Eleven

473

SNER: A Sentiment Analysis-Based Named Entity Recognition Ranker for Analysing Drug Efficacy
S.Sharmiladevi, N.Kavya

372

Arduino Based Smart Vaccum Cleaner Robot
Samruddhi Patil, Shweta Gulve, Sakshi Birajdar, Shital Pawar, Prakash Hange, Ajay Talele

506

Docking Simulation, Hirshfeld Surface Analysis and Quantum Mechanical Study of Marine Natural Products Against Lung Cancer
Virender Kaur, Manika Rawat, Rohit Chaturvedi, Tirath Kumar, Shivam Rawat, Rashmi

570

Context-Aware RNN Approaches for Protein-Protein Binding Site Prediction
Merry K. P., Angelina Geetha

611

ABEMViT: An Attention Score-Based Efficient Multi-Vision Transformer Model for Accurate Classification of Herbal Plant (Coriander) Leaf Disease
Anju, Suraj Arya

622

Enhanced Brain Tumor Detection and Classification using Pre-trained U-Net Convolutional Neural Network
Asha M S, Manjesh R, Deepa Yogish, Yogisha H K, Shilpa M

TS 13: Intelligent System: Algorithms and Applications and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Mr. Maheshbhai K Kansara, Amazon Web Services, USA

Session Chair 2: Dr. Panduranga Vital Terlapu, Professor, Aditya Institute of Technology and Management

Session Chair 3: Mr. Bhaskar Manchuri, Senior Manager of Software Engineering

Invited Talk

Modernizing Platforms While Maintaining Compliance: A Strategic Framework
Speaker: Ms. Malathi Gundapuneni, University of Illinois Chicago

Invited Talk

How Cloud-Native Architecture Revolutionizes Marketing Analytics and Competitive Advantage
Speaker: Ms. Kamini Murugaboopathy, Wonderbow Analytics Private Ltd

492

Hybrid Augmented Edge AI using Lightweight Knowledge Distillation and Incremental Learning with MobileNet for Real-Time Anomaly Detection in Resource-Constrained Smart Environments
R.Kiruba Buri, K. Swaminathan, A.Arivazhagi, S.Balakrishnan

511

A proficient approach in Real-Time Network Anomaly Detection using WiRFX
Adi Rawat, Swayam Nayak, Dharini Sharma La, S. Sandosh

642

A Novel Framework for Face Recognition with Support Vector Machine, Extreme Learning Machine, Kernel Extreme Learning Machine and Feature Extraction using Graph Neural Network
Anushka Bhardwaj, Virendra P. Vishwakarma

645

Precision Enhancement in MCQ Similarity Detection through Learning Material Integration into LLMs
Mai Phu Trong, Ngo Tung Son And Bui Ngoc Anh

649

Translation Quality and Performance: A Study of Kannada-Tamil and Tamil-Kannada Machine Translation Models
Yathish Poojary, Dhanusha, Ashwath Rao B, Musica Supriya, Narendra V G

544

GNNRec++: A Unified Multi-View Graph Neural Network Framework for Personalized Content Recommendation
Prisha Singh, Navjyoth Pradeep, Sandhra Ann

TS 14: Intelligent Data Analytics and Computing and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Mr. Ashwin Das Gururaja, Sr Engineering Manager, Adobe

Session Chair 2: Dr. G.S.Mate, Associate Professor, JSPM's RSCOE, Pune

Session Chair 3: Dr. Saroj Hiranwal, Sr. Lecturer & BITS Course Coordinator, Victorian Institute of Technology, Adelaide

Invited Talk

Advancements of AI in the Semiconductor Industry
Speaker: Mr. Sabarna Choudhury, Qualcomm

Invited Talk

The Silent Revenue Killer: Reducing Payment Authorization Failures in a Digital-First Economy
Speaker: Mr. Aditya Vilas Deshpande, Senior Software Engineer, PayPal

768

Multi-Relational Graph Neural Networks for Influence Minimization in Social Networks and Misinformation Control
Harini Sivakumar, Toufeeq Sk , Varun Dipu Sankar, Sherin Shibu, Deepth Lr

770

Advancing Android Malware Detection through Butterfly Optimization Algorithm and Multi-Classifier Ensemble Architecture
Ranjan Manhas, Arvind Mahindru

802

Trust Computation in Online Social Networks using Large Language Models
Mai Phu Trong, Nguyen Huy Duc Hieu, Ngo Tung Son, Bui Dinh Chien, Tran Quy Ban

907

MetaBLAze-ST and MetaBLAze-MT: Comparative Deep Learning Architectures for Task-aware Fake News Analysis
B. Malarvizhi, S. Anusuya

940

TwinTide-Net: A Dual-Stream Temporal Integration and Siamese Evaluation Framework for Accurate Online Fraud Detection in Financial Transactions
S Bhuvanesh, S Shankar

952

From Confusion to Clarity: Detection of Boundary and Out-of-distribution Text in Human and AI-generated Contents with Contrastive Learning
Shraddha Vaidya, Jatinderkumar R. Saini

TS 15: Communication and Control Systems and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Mr. Nidhin Ponon, Meta

Session Chair 2: Dr. Ashok Pal, Professor(Mathematics) Chandigarh University

Invited Talk

The Neural Highway: AI-Driven Data Pipelines for Hyper-Intelligent Communication
Speaker: Mr. Raghavender Maddali, Move Inc, Software QA Engineer, Staff

Invited Talk

Intelligent Infrastructure Orchestration: Bridging Classical Systems with AI-Native Architectures for Enterprise-Scale Application Delivery
Speaker: Mr. Raghav Potluri, F5 Networks

704

A Comprehensive Modelling of DC-DC Boost Converter using MATLAB/Simulink & Python
Abhishek Gupta, Annapurna Bhargava, Sanjeev Kumar Shah

745

Prototype Development of an RTX-Kernel Based Embedded System for Real-Time Detection and Control of Gas Leaks and Flames
Prarthana Devaraj, Sukanya Mulkipatil, Varun Patil

751

Global IoT Smart Home Controller with ESP32 and Cloud API
Shreya Kadakol, Sakshi Dodawad, Shivanand Upari, Sachin Sidnal, Vinod Yallur

850

Development of Different shaped Massive MIMO Antenna using RDGS
S D Ruikar, Shrenik Sarade

939

Cloud Computing Network Security: A Comprehensive Review of Threats, Vulnerabilities and Architectures for Defense Mechanism
Mohit Kumar, Anshuman Mani Tripathi, Munish Saran, Upendra Nath Tripathi

TS 16: Emerging Techniques and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Mr. Jai Vora, Teladoc Health

Session Chair 2: Dr. Arun Solanki, Head of Department, Gautam Buddha University

Invited Talk

Leveraging AI for Healthcare Master Data Management (MDM)
Speaker: Ms. Prashanti Pala, Technical Product Manager, Elevance Health

Invited Talk

AI-Driven Workflow Transformation in Clinical Practice: Evaluating the Effectiveness of Dragon Copilot
Speaker: Mr. Tharun Kumar Nallamothu, Microsoft

509

A Situation-Based Modal Logic for Comparing Metadata Veracity in Cerebrovascular Disease Articles
Simone Cuconato

525

Leveraging Audio Similarity to Enhance Neural Machine Translation
Bindu K R , B Rajathilagam

569

The process of mechanotransduction Identifying the Translation of Mechanical Input into Neural Responses with PSO
Tamo Penopp, Lena-Sophie Kowalski, Florian Jehle, Paolo Mercorelli

613

Deep Learning for Smart Contract Security: A CodeBERT and GAT Fusion Model
Shankar. G, M. Nandhini

617

Image Inpainting on Archeological sites using GANs
Ankit Kulkarni, Shashank Amaravati, Shrinivas Desai, Satish Chikkamath, Suneeta Budihal

774

Singular Perturbation Modeling of the Flexible Joint Manipulator
Kishor Babu Gunti, Vericherla N Malleswari, B. Rama Krishna, K. Kalyan Raj, V. Rajesh, G. Vijayakumar

TS 17: Informatics and Applications and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Dr.J.Rajalakshmi, Associate Professor, ECE SETHU INSTITUTE OF TECHNOLOGY

Session Chair 2: Dr. Mausumi Goswami, Associate Professor, CHRIST (Deemed to be University)

Invited Talk

Building DSCSA-compliant systems for Real-time Pharmacy Inventory Management
Speaker: Mr. Rajesh Karvannan, Global Logic Worldwide Holdings

Invited Talk

Smart Roofing Decisions: An AI-Based Recommender System Integrated into RoofNav
Speaker: Sukruthi Reddy Sangannanagari, FM Global

676

A Survey of Enhanced CNN-U-Net Techniques for MRI-Based Detection and Segmentation of Chronic Kidney Disease
Vishalakshi M, Pramod Kumar P

717

Mental Health Sentiment Analysis using NLP and Deep Learning
Gopal D. Upadhye, Anshul Khaire, Duhazuhayr Ansari, Aashana Sonarkar, Aarya Deshpande, Upamanyu Bhadane

733

Two Stage Framework for Diabetic Foot Ulcer Image Segmentation using YOLO and SAM
Adwitiya Gaurav, Chandra Prakash

737

DARSH: Deep Attention-driven Residual SE-Hybrid Architecture for KOA Classification
Jagan Mohan Reddy Danda, Darshana Punna, Murali Krishnan Kesavan, K Venkata Subba Reddy, Rajasekhar Nuvvusetty, Polebaiyena Neha, And Tallabhattu Varshini

839

AffectLearn: A Sentiment-Aware Adaptive STEM Tutor with LoRA-Tuned Instructional LLMs and Multimodal Emotion Feedback
Kowshik Padala, Thota Rahul, Peruri Teja Sai Sathwik, Simi Surendran

371

The Impact of Climate Factors on Crop Yield Prediction: Comparative Analysis of Machine Learning Models and Time Series Approaches
Ezra Daniel Dzarma, Guy Degla, Theophile Komlan Dagba, Ngutor NYOR, J. D. Daniel, Y. V. Mbaga, Emmanuel Torsen, U. B. Danfulani

TS 18: Intelligent System: Algorithms and Applications and Invited Talks (Online Mode via Google Meet)

Session Chair 1: Dr Abhishek Saxena, Professor, Dept of CST,MANAV RACHNA UNIVERSITY

Session Chair 2: Dr. P. Nagaraj, Associate Professor SRM Institute of Science & Technology

Invited Talk

Event-Driven Microservices in Healthcare: A Practical Playbook
Speaker: Ms. Reshma Thakkallapelly, Engineer lead, Elevance health

Invited Talk

Architecting Intelligent Systems: From Data Fabric to Cloud-First Innovation
Speaker: Mr. Dinesh Eswararaj, Lead Data Engineer / Compunnel Inc

672

Evaluating Human Speech Confidence with Deep Learning Techniques
Ninad Naik, Gaurav Ghade, Atharva Honrao, Atharva Pandit, Arun Kulkarni

752

Optimizing the Ensemble SVM Performance using GA-Based Feature Selection and GA Hyperparameter Tuning
Dibya Kumari, Rolf Dornberger, Thomas Hanne

769

Multi Agent Reinforcement Learning for Competitor Analysis
Tanay Tibrewala, Sparsh Jain, Shriya Kela, Pooja Vartak

827

A Survey on Reinforcement Learning Based Smart Home Energy Management Solutions
Asthami Mahanta,Sanjiban Roy,Nilotpal Chakraborty And Keshab Nath

862

Hybrid Reinforcement and Ensemble Learning Frame-work for Personalized Chemotherapy Decision Support in Breast Cancer
Anjanaa S, Deena Sivakumar, Geetha A.V.

753

Dual-Path Conformer Framework for Enhanced Dermatological Diagnostics: Merging Transformer and CNN
Naveen Kumar Tiwari, Abhishek Bajpai, Vivek Srivastava, Shashank Yadav, And Yash Sharma

TS 19: Intelligent Data Analytics and Computing (Online Mode via Google Meet)

Session Chair 1: Prof.(Dr.) Anand Nayyar, Professor, Scientist, Vice-Chairman, Duy Tan University

Session Chair 2: Prof.(Dr.) Danish Ather, Dean, Amity University in Tashkent

324

Urban sustainability and resilience: a comprehensive analysis of Mumbai’s urbanization
Niket Shah, Heet Chauhan, Aarnav Singh, Dhruv Jariwala, Pankaj Sonawane

959

Examining Virtual Try-on Usage Intention in Online Cosmetic Purchase through the Lens of Behavioral Reasoning Theory
Nguyen Thi Lan Anh, Nguyen Thi Thu Trang, Nguyen Thi Mai Anh Nguyen Linh Nhi, Phan Thi Lan Anh

963

Incremental Soft Clustering for Crime Report Analysis
Aparna Pramanik, Ankur Das, Asit Kumar Das

1050

Securing LLMs: A Survey of Validation, Robustness & Threat-Aware Governance
Abhishek Lal

1080

Explainable AI: Unlocking black-box AI models for a human-centered approach
Sanjana A, Garima Sinha

1091

A Conceptual Framework for Spatio-Temporal Ragging Detection with Facial Recognition
Vibhav Pandey, Rahul Raj R, Baiju B V

1135

Multivariate Fuzzy Time Series Approach for TAIEX Prediction Incorporating Dow Jones and Nasdaq
Abhijit Gogoi, Bhogeswar Borah

TS 20: Communication and Control Systems (Online Mode via Google Meet)

Session Chair 1: Prof. Anil Kumar Singh, Dean (Academic Affairs), Jagran Institute of Management

Session Chair 2: Dr. Prathu Bajpai

1068

Transmit Antenna Selection in Multiuser MIMO Systems under K-Fading: BER and Capacity Analysis
Amardeep Kumar Thakur

697

Brain Tumor Detection using Deep Learning Based Image Segmentation
Maria Boby, Jossy George, Chanti S

1089

Optimized H.265 Video Encoding Techniques useful in Real-Time Vehicle Speed Estimation in Drone Video Feeds
Vishal Nagpal, Vaibhav Usapkar, Manoj Devare

1099

MAAL: Multi-Agent Adaptive Learning for Video Delivery Over Wireless Networks
J S V R S Sastry, G Prabakaran, L Ravi Kumar, Mandan Naresh, Balvinder Singh Bondili, A Sreenivasulu

TS 21: Emerging Techniques (Online Mode via Google Meet)

Session Chair 1: Dr. Shalini Puri, Associate Professor, Manipal University Jaipur

Session Chair 2: Mr. Chotu Lal

625

On skew-constacyclic codes over Z₄ + wZ₄
Saumya Shah, Amit Sharma

650

A Dual-Stage Transformer-Based Framework for Simplifying Clinical Lab Reports using Biomedical NER and Contextual Rewriting
Anjali Krishna, Manjunatha Hiremath, Fabiola Hazel Pohrmen

644

F_q( F_q + v F_q)-polycyclic codes
Aditi, Amit Sharma

685

2.5-Octave-Spanning Supercontinuum Generation in GAP-Se Chalcogenide Photonic Crystal Fiber for Mid-Infrared Applications
Ritambhara, Anand Nayyar, Girraj Sharma, Sandeep Vyas

694

Advanced Surface Engineering of Aluminium Alloys for Corrosion Resistance: Implications for Design and Manufacturing Applications
Mahesh Shreemali, Dalip Singh, Vinod Yadav, Ajay Saini

771

Synthetic Aperture Radar (SAR) Image Colorization using Customized Pix2Pix Enhanced with Self-Attention
Chinmay Thummalapalli, Gaddam Sai Vishnuvardhan Reddy, Kota Yuva Chaithanya, Sudheer Kumar E

843

A Robust Variant of the Osprey Algorithm using Levy Flight and Chaotic Mapping Techniques
Vaibhav Godbole, Shilpa Gaikwad

TS 22: Informatics and Applications (Online Mode via Google Meet)

Session Chair 1: Dr. Shanker Chandre, Assistant Professor, SR University

Session Chair 2: Mr. Achit Katiyar, South Asia University

873

DR-Insight: A Visual Intelligence System for Diabetic Retinopathy Detection and Progression Simulation
Chakravaram Hari Priya, Navneeth Rajamohan, Dasari Keerthi Sai Naga Sudha, Mandapati Bindu Sree, Radha D

896

Automated Seizure Detection in Epilepsy using EEG Signals with a Hybrid CNN-LSTM Deep Learning Model
Kallepelli Sagar, Panjala Kavitha, Siramdas Usha Baby, Sambasiva Rao Gumma

911

Review and Survey of Deep Learning Approaches for Enhanced Breast Cancer Detection in Mammograms
Anurag Kumar Patel, Rajkumar Sharma, Vivek Richhariya

971

MRI-Based Brain Tumor Detection using Transfer Learning and CNN: An Optimized fastai Pipeline
Sarika G. Songire, Deepa S. Deshpande

TS 23: Intelligent System: Algorithms and Applications (Online Mode via Google Meet)

Session Chair 1: Dr. Mudita, Assistant Professor, IILM University, Greater Noida

Session Chair 2: Ms. Lakshita Arora, South Asia University

895

Evaluating the non-autoregressive approach for an End-to-End Hindi Speech Synthesis System
Manisha Gupta, Amita Dev, Poonam Bansal

917

Temporal Belief Dynamics in BERT: A Graph-Theoretic Approach to Interpretable Representation Drift
Mohith D K, Ishwar Harihar, Ravi Gorripati

1023

Anomaly-Aware Hybrid Deep Learning Framework for Secure and Efficient Smart Irrigation Systems
K Vijayakumari, Jawahar Sundaram, S. Devaraju, Sujith Jayaprakash, Kavitha R

1069

IoT-Driven Vehicle Management: Algorithms for Drowsiness and Alcohol Consumption Detection System
Honrao Sachin Babanrao, Shiurkar Ulhas D.

1116

Design of Robotics Arm for Accurate Mimicking of Human Jobs
Neev Gupta, Yashica Jain

TS 24: Emerging Techniques (Online Mode via Google Meet)

Session Chair 1: Dr. Mukul Aggarwal, Associate Professor KIET Group of Institutions

Session Chair 2: Mr. Madhav, Soft Computing Research Society

904

Comparative Study on GAN-Based Approaches for CT-to-MRI Image Translation in Medical Imaging
Saiprasad Teli, Pruthvi Mudaraddi, Nitin Honninaikar, Vachanashree Annigeri, Satish Chikkamath, Amith Telgar

983

Quantum-enhanced generative learning: Bridging quantum GAN & Hybrid quantum GAN
Hamil Stanly, Mercy Shalinie S, Rajkumar K, Riji Paul

1059

Role of Toxin Release Rate and Time Delay in Shaping Nutrient-Plankton System Dynamics
Amanpreet Kaur, Rakesh Kumar

1086

Comparative Evaluation of TOflow and RRCN models for Optimized Video Super-Resolution
Deekshitha Arasa, Sivaramakrishnan S, Sneha Sharma

1130

A Hybrid Ensemble Learning Approach for Accurate Wildfire Detection using Satellite-Based Spatiotemporal Features
Abhishek Singh Rawat, Ankit Vishnoi, Nishant Singh Bisht

TS 25: Informatics and Applications (Online Mode via Google Meet)

Session Chair 1: Dr. Manohar M, Associate Professor, CHRIST(Deemed to be University), Bangalore

Session Chair 2: Prof. Ajay Kumar Bansal, Professor, Central University of Haryana

1011

EEG Analysis of Yoga and Meditation: A Review of Cognitive and Neural Benefits
Shivam Netak, Laxman Netak, Harsha Gaikwad, Chandrabhan Thakkangar, Chinmay Gaupale

1096

Towards Reliable Brain Tumor Classification in MRI: ResNet-34 with BRISC Dataset
Soriful Momin, Anil Kumar Chillara,Yeasin Ali

1121

A Glove-Based Wearable System for Non-Invasive Intraocular Pressure Monitoring and Glaucoma Detection
Suhas Bhise, Vaishali Jabhade, Anvita Barlingay,Siddhi Chollangi, Gargi Deo

1127

Mri-Based Brain Tumor Classification Using A Customized Xception Transfer Learning Framework
Shashikant Kumar, Anil Kumar Dubey, Abhishek Kumar Shukla