Speaker: Prof. Ashok Kumar
Das, IIIT Hyderabad
Speaker: Prof. Siba. K.
Udgata, University of Hyderabad
Session Chair: M Srinivasa, National Institute of
Technology Warangal
Session Chair: Manjubala Bisi, National Institute of
Technology Warangal
1431
Indian Swara Classification of Tanpura Audio using Deep Learning
Model
Venkata Krishna Rao Maddela
1452
AR-UNet: Attention and Residual Mechanism in UNet for
Segmentation of Leather Defects
Suriya Prakash J, A.H. Kiranmayee
1480
Saaram: Resource-Aware Telugu News Summarization with
Morphology-Aware TF-IDF and mT5
Hariharan Narlakanti, Vivek Nidumolu, Vishnu Vardhan Reddy
Padala, Sanjeev Practur, Vinay Simha Reddy Tappeta
1485
Resolving the Privacy, Integrity and Efficiency Trilemma in
Federated Learning via Sketch-and-Prove
Ankit Raj, Pramod Parashar, Subramanian Ramalingam
1808
Non-Invasive Photoplethysmography-Based Cholesterol
Classification Using Subject-Independent Machine Learning
Adabala Sneha Keerthi, B. Rajendra Naik, Allam Harish
Kumar
Session Chair: USN Raju, National Institute of
Technology Warangal
Session Chair: I Paul, National Institute of Technology
Warangal
75
Deepfake Image Detection using a Hybrid CNN–LSTM Framework with
Explainable AI
Roselin Kiruba, Rakesh K., K. Dhanush Kumar
180
A Comparative Study of Computation vs. Accuracy Trade-Off in
Generative Models for Medical Image Processing
Ved Pandhare, Sanket Suryawanshi, Priya Parkhi , Yogesh Thakare,
Pranali Dandekar
231
Vision Transformer Powered Epigraphic OCR: Automated Historical
Era Classification and Multilingual Translation of Ancient Tamil
Inscriptions
Sravanthi P., Ravi Kumar G, Ajay A
875
Attention-Driven Explainable Deep Learning for Interpretable
Fruit Ripeness Detection in Smart Agriculture
Kanak Kumar, Anshul Verma, Pradeepika Verma
1867
Reducing Demographic Bias in Chest X-Ray Diagnosis through
Representation-Level Feature Filtering
Himanshu Dwivedi
Session Chair: Kamalakanta Sethi, National Institute of
Technology Warangal
Session Chair: Arpita Agarwal, Manipal University,
Jaipur
Session Chair: Priyanka Bharti, REVA University
227
SmartCLI: An Execution-Aware Cross-Platform Command Interface
Using PEFT-Adapted Large Language Models
Vidula Meshram, Devendra Jadhav, Laxmikant Kadam, Rohit Kadam,
Atul Dubey
302
University Data Warehouse for Student Analytics
Madhulika Yarlagadda, Chava Venkata Prasanna Vineetha
402
Quantum-Safe Aadhaar: A Decentralized Multi-Chain KYC System
Using Ring-LWE DIDs using `did:pqie`
Dixa Koradia, Vikram Agrawal
586
Systematic Study on Building Hybrid Retrieval-Augmented
Generation Pipeline for Robust Biomedical Question
Answering
Muskan Singh, Nishtha Gupta, Kiran Malik
878
Artificial Intelligence in Horticulture: Examining Its Influence
on Agricultural Productivity in Pune District
Santosh Prakash Dhawale, Laxman Narayanrao Renapure, Sharad
Shivaji Salve, Anjum Sayyad, Viraj Kishor Bhosale, Pravin Vitthal
Yadav
905
Fine-Tuning LLMs for Legal Contracts: Clause Extraction,
Explainable Risk Scoring
Tanay Vaidya, Vivek Raheja, Mahek Parmar, Swapnali
Kurhade
Session Chair: Manoj Kumar Patra, National Institute of
Technology Warangal
Session Chair: Sonam Mittal, B.K. Birla Institute of
Engineering & Technology, Pilani
191
Multi-Agent Risk Decision Modelling for Agricultural Insurance in
India Using Machine Learning and Nash Equilibrium
V. A. Narayana, A. Vivekanand,Bellary Srivaishnavi, Baddam
Charith Reddy, Challa Madhavi Latha, Matias Alvarado Mentado
285
Coal-IQ: An Intelligent System for Yield Prediction and
Optimization of Dry Coal Beneficiation
Ambica Yembu, Gankidi Neha, Deep Sai Gilla
304
Secure Web-Based File Sharing with Machine Learning and Anomaly
Detection
S. Jagadeesh, Dasari Jaya Sai Kumar, Boddu Sasank, R. Umanesan,
N. Noor Alleema, S. Samsudeen Shaffi
664
Smart Yoga Mat with AI-Based Pose Detection and IoT Health
Monitoring: A Real-Time Integrated Wellness System
G.Balram, Akula Satish Kumar, Pallam Ravi, N Poorna Chandra
Rao
753
A Score-Performance Matching Algorithm for Lead Assignment in an
ERP System for Customer and Employee Analysis
Bhavadarshini R G, Harshni S, Vijayalakshmi J
815
Industrial Machine Monitoring and Control Systems
Yash Sancheti, Kiran Patil, Omkar Mane, Deepak Shinde
Session Chair: Chanchal Suman, National Institute of
Technology Warangal
Session Chair: Rahul Soni, Navrachana University,
Vadodara, Gujarat
66
Nutritional and Molecular Determinants in Cancer Risk Prediction
under Supervised Learning Environment
Neha Joshi, Devesh Bora, Himani Kulyal, Namita Joshi, Shikha
Pawar, Manasi Sharma
572
Hybrid Whale-Hawk Optimization Enabled Deep Residual Fractional
Neural Network for Water Quality Prediction
Aoudumber Londhe
720
HRSmart AI: Employee Skill Gap Analysis Using NLP Job–Resume
Matching
K.Shilpa, Sanjai Kanth G, Parameswar M
733
ALZ-FUSE: A Multimodal Deep Learning Framework for Alzheimer’s
Disease Detection Through Eye Gaze, Gait, Speech, and Clinical
Data Fusion
Deena Sivakumar, Aswin Karthik, Sai Shruthi D, Amritavarsan R,
Ivana Pauline Nicholas V, Pooja Jayaganapathi
894
Multi-Domain Toponym Recognition with Transformer Architectures:
A Comparative Study and Interactive Evaluation Platform
K. S. S. Narayana, Shyam Venkata Rama Krishna Duba, Panguluri
Lalith Chandra, Kondamudi Nandini
918
Lifecycle Prediction of Rechargeable Lithium-Ion Batteries Using
Bidirectional Long Short-Term Memory Optimized by Hybrid Genetic
Sine Cosine Algorithm
Samson Omasirichukwu Offorjindu, Milos Antonijevic, Srdjan Milic,
Komlen Lalovic, Milos Grubjesic, Milica Varsandan, Vuk Gajic,
Bojan Zimonjic, Nebojsa Bacanin
Session Chair: Anusha Vangala, National Institute of
Technology Warangal
Session Chair: Mudita, IILM University, Greater Noida
132
EffiSVM: Synergy Network for Advanced Vehicle Classification via
Transfer Learning
Abinaya Ramaiyan, Selvamuthukumar Thirumavalavan
200
WildTrackAI:Animal Footprint Classification Using Gabor Filter
Response and CBAM-Based Attention Mechanisms
Anil Kumar, N.Vijayalaxmi, Thota Varun
210
Beyond Detection Accuracy: Uncertainty-Aware and
Decision-Explainable DETR for Reliable Pothole Detection
Noor Misbah, Srinath S
220
Optimized Large-Scale 3D Reconstruction via Semantic-Aware Sparse
Initialization for Gaussian Splatting
Dipmala Salunke, Sumit Chavan, Jayesh Khalane, Siddhant Kale,
Kaustubh Khutal
660
Multi-temporal Sentinel-2 analysis with Random Forest for
flood-induced agricultural loss detection and insurance
automation
Shaik Shafina, Vegisetti Vijaya, Ch Raga Madhuri
952
Multi-Scale Feature Fusion for Enhanced Iris Classification Using
Iris-CLAS Algorithm
Poovayar Priya M
Session Chair: Sumit Mishra, National Institute of
Technology Warangal
Session Chair: Sachidananda Sen, SR University, Warangal
1122
TAU AI Chatbot - An Intelligent Curriculum Doubt Clarification
Agent with Metadata Filtering Retrieval-Augmentation
N.Lasya, S.Nagaraj
1163
An Adaptive Blockchain and AI-Based Framework for Dynamic Access
Control in Healthcare Systems
Sunil Datir, Shailendra Singh
1186
Trust-Driven Risk-Adaptive Hardware-Aware Post-Quantum
Authentication for Resource-Constrained IoT Systems
Shreyas A, Arun Kumar B R, Manasa U
1291
Q-EdgeHealth: A Quantum-Inspired Feature Optimization Framework
for Lightweight Cardiovascular Risk Prediction on Edge eHealth
Devices
Valeru Vision Paul, Jafar Ali Ibrahim Syed Masood
1352
CloudShield-Auth: A Multi-Layer Secure Data Retrieval Framework
Using AI-Based Authentication and Optimized Cryptography
M. Krithika, Sampa Biswas, Archana Bathula
Session Chair: Raju Pal, Gautam Buddha University, Greater Noida
AI-Driven Data Privacy and Sustainable Computing: Architecting a
Resilient and Responsible Future
Speaker: Harshavardhan Peddireddy, Platform Architect,
Meijer
The Architecture of Intelligence: Engineering Resilient AI-Native
Systems at Enterprise Scale
Speaker: Muralidharan Lakshmanan, VP, Solution
Architect at Synchrony, USA
AI in Pharmaceutical Quality Systems: From Automation to
Accountability
Speaker: Snehal Godse, InvaGen Pharmaceuticals Inc.
Session Chair: Probhat Pachung, University of Delhi, India
Building Trustworthy Generative AI: Responsible Governance for
Enterprise and Healthcare
Speaker: Ramesh Kumar Ramu, Compunnel, Inc.
Speaker: Gaurav Yadav, Senior SoC Design Engineer,
Amazon
Minimum-Exposure Observability: Balancing Diagnostic Utility, Security, and Privacy
Speaker: Lokeswari Vejju, Independent Researcher
Session Chair: Manjunath Ramanna Lamani, Moodlakatte Institute of Technology Kundapura, Karnataka, India
Human-in-the-Loop AI for Pharmaceutical Field Force Management: From
Predictive Signals to Managerial Decisions
Speaker: Tevfik Tolga Kavun, Independent Researcher
AI with Memory: Building Systems That Learn from Past
Interactions
Speaker: Gopichand Talluri, Senior Software
Engineer, Annslo Tech Inc
AI Agents That Investigate, Not Just Predict
Speaker: Akila Balasubramanian, Software Engineering
Technical Leader, Cisco
Modernizing Legacy Java Systems with Generative AI: A Modular
Framework
Speaker: Deepika Reddy Odur, Independent Software
Developer
Adaptive AI-Driven Cybersecurity: From Threat Detection to Predictive
and Autonomous Defense
Speaker: Kalyana Krishna Kondapalli, IEEE Senior Member
2026 Chair, Lance Stafford Larson Student Award – IEEE Computer Society,
CEO – Mytecz CTO – AiGlo
Agentic Architecture Evolution (AAE): Using RAG and Multi-Agent AI to Keep Software Architecture Alive
Speaker: Renjith Ramachandran, Senior Solutions
Architect & Independent Researcher
Session Chair: Shiva Darshan SL, National Institute of
Technology Warangal
Session Chair: Akshay Ramachandran, Nvidia
902
Edge-Based Intelligent Monitoring System for Heavy Commercial
Vehicles Using DualNode ESP32 Architecture and TinyML
Kaitlyn, Prakash R
923
Confidence-Aware Advisory System for Crop Disease Detection and
Recommendation
Kola Divitha, Kokkirigedda Lohit, G. Kalyani
1219
Real-Time WiFi Phishing (Evil Twin) Detection Using Machine
Learning With IoT-Based Alert System
Vishal Karpe, Arpit Jain
1268
From Accuracy to Transparency: Comparing XAI Methods for
Collaborative Filtering-Based Food Recommendation
Reetu Singh, Pragya Dwivedi
1312
Implementation of an Explainable Artificial Intelligence
Framework for Healthcare Decision Support Systems
Subharun Pal, Lohith Kumar Deshpande, Manasha Saqib
1686
An Adaptive Dynamic Difficulty Adjustment Framework for
Multiplayer Card Games Using Multi-Agent Reinforcement
Learning
Kalaiselvi K
Session Chair: Sarath Babu, National Institute of
Technology Warangal
Session Chair: Sivakumar Balu, Senior Engineer,
Mercedes-Benz Research & Development of North America
702
Machine Learning–Driven Quality Assessment of Large-Scale Linked
Data
Monika Rani H G, Muskan Gaur, Pratik Singh, Harshit Sinha
1040
Ensemble Machine Learning for Early Type 2 Diabetes Prediction: A
Systematic Review of Optimization Techniques, Explainability
Methods, and Clinical Translation Challenges
Neha Srivastava, Imran Mirza, Sanjay Kumar Sinha
1200
A Hybrid Fuzzy–Machine Learning Framework for Sustainable
Logistics Selection
Amay Thakur, Anurag Rana, Devansh Mishra
1322
Explainable AI for Detecting Developmental Differences in
Pregnancy Using Transcriptomic Data
Glory Gupta, Anjali Lathwal, Bhawna Jain
1325
FactOrFake: Adaptive Multimodal Fusion for AI-Generated Fake News
Detection Using DistilBERT and EfficientNet
Rishika Sharma, Meenu Chawla, Namita Tiwari
1391
TrustMedAI: An Explainable and Uncertainty-Aware Machine Learning
Framework for Reliable Clinical Decision Support
Ahmed Khalil Abbas
Session Chair: Manoj Kumar Patra, National Institute of
Technology Warangal
Session Chair: Jegan Shanmugam, Lead Software Engineer
1024
Secure Facial Authentication Using Lightweight Convolutional
Neural Network Models for Resource-Constrained Edge
Devices
Kumari Anjali, Jatothu Vinesh, Nimmala Amitha
1030
A Hybrid 3D U-Net and Vision Transformer Framework for Two-Stage
Identification of Lung Cancer Malignancy
Ananthu S B, A. Anudeep, Aleena Krishnan, Abhishek S M, Remya R
S, Greeshma N Gopal
1330
Radiance Image Prediction Using CNN-LSTM Method: An effective
Deep Learning Approach
Saikat Mondal, Pragna Labani Sikdar, Parag Kumar Guha
Thakurta
1331
Forensic Feature Analysis for AI-Generated Artwork Detection:
Distinguishing Human Art from Standard and Latent Diffusion
Models
Bhagyasree Roy, Chandra J, Arokia Paul Rajan R
1357
A Comparative Analysis of Discriminative Models and Hybrid
GAN–REDNet Framework for Enhanced Medical Image Security
Solanki Pattanayak, Payal Bose Apratim Mitra
Session Chair: Kamalakanta Sethi, National Institute of
Technology Warangal
Session Chair: Sai Kiran Taduri, Sr. Software
Development Engineer, Amazon
1401
A QSVR-Based Smart Energy Management Framework for Optimizing
Electric Bus Depot Charging
Sreya Anil, Apash Roy, Azarudheen S
1403
Leakage-Aware Classical and Quantum Machine Learning for Zero-Day
Ransomware Detection
Fiyona Saji, Apash Roy, Azarudheen S
1430
ChainShieldLLM: Containing Cascading Hallucinations in Multi-Step
LLM Reasoning
Samuel Stephen, R. Vignesh
1450
AetherScribe: A Hybrid Explainable Quantum Reinforcement Learning
and Large Language Model Framework for Multi-Agent Narrative
Intelligence and Decision-Driven Story Generation
Mukilan A.M, Dhanashri Manickavasagam, Srivani M Vanitha
V
1454
CloudEdge-QNet: Hybrid Cloud–Edge Intelligent Computing Model for
Scalable Quantum-Aware Workload Scheduling
Kousik Nalliyanna Goundar Veerappan, Venkatesan S., Ramyasri
Rachamadugu, Nidamanuri Srinu, Sridevi G., Edmar Tan
1486
A Confidence-Calibrated Meta-Cognitive Neuro-Symbolic Framework
for Hallucination Detection and Explainable Reasoning in Large
Language Models
Athar Ahmed, Prashant Sharma
Session Chair: Sudarshan Chakravarthy A, National
Institute of Technology Warangal
Session Chair: Shalabh Parmar, Qualcomm Inc.
Session Chair: Lokeswari Vejju, Independent Researcher
1318
A Risk-Based Verification and Validation Framework for Gateway
ECUs in Software Defined Vehicles
Shashi
1327
A Self-Healing Network Defense Framework Using Hybrid Anomaly
Detection and Reinforcement Learning
Chaithra P S
1351
A Real-Time Multi-Modal Phishing Detection System Using XGBoost
for URLs, Emails, and QR Codes
Vishal V. Mahale, Suvarna V. Somwanshi, Amruta V. Pandit, Sonali
C. Waje, Sojwal Janardan Jadhav, Priyanka Pankaj Dhule, Priti
Vijaykumar Ladda, Swati Uday Joshi
1369
A Dual-Layer Machine Learning Framework for Active Cyber
Deception and Threat Fusion
Tejas Pendse, Siddharth Chintawar, Shouryaa Jain, Anushka Thakur,
Rupali Patil
1400
Federated Edge Intelligence for Early and Privacy-Aware Diagnosis
of Acute Urinary Diseases
Sageengrana S
1437
PhishGuard: An AI-Powered Multi-Modal Phishing Detection System
Integrating BERT-Based Email Classification, Machine Learning URL
Analysis, and LLM-Driven Threat Reporting
Trupti G. Ghongade, Tanmay P. Chaudhari, Krishna M. Vaghela,
Deepti D.Patra, Pavan S. Mundhe, Siddhant S. Gaikwad
Session Chair: Nidhi Sonkar, National Institute of
Technology Warangal
Session Chair: Snehal Godse, InvaGen Pharmaceuticals
Inc.
1700
Forecasting Node Influence in Indian Stock Markets: A Hybrid TGNN
Approach
Charan K, Dayanand V
1414
Performance Analysis of Feature Extraction and Correction
Techniques for Gujarati Automatic Speech Recognition
Twinkle K. Patel, Ankit Bhavsar, Arpit Jain
1424
A Multimodal Fusion Approach for Enhanced Emotion Recognition
using Transformer and CNN-BiLSTM Models
Pranjali Sharma, Mansi Sharma, Saurabh Sharma
1440
An Interpretable LightGBM Model with Explainable AI for Robust
Fraud Detection
M Laxmidevi Ramanaiah, Y V Krishna Reddy
1448
Enhancing Predictive Accuracy in Educational Data: A Hybrid
Machine Learning Approach to Addressing Class Imbalance in the
MathE Dataset
Srinivasa Gupta Nagarajan, Valarmathi Balasubramanian, Ganesh
Arumugam Rajee, Mohanraj Vijayakumar, Shaik Shabana Anjum
1455
NeuroFuzzy-Care: Explainable Neuro-Fuzzy Decision Support System
for Multi-Disease Risk Screening in Smart Healthcare
Jeyaprabhavathi Perumal, Shaik Khaja Rahamthulla, A. Lakshmi
Parvathi, Pernedi Koteswara Rao, D. Brahmananda Rao, Azarias Ranec
A.
Session Chair: Sai Krishna M, National Institute of
Technology Warangal
Session Chair: N.S. Gowri Ganesh, Saveetha Engineering
College, Chennai
1366
Real-Time Deepfake Detection in Political Speech Videos and Audio
Using Multimodal Behavioral Biometrics
Swati Agrawal, Vikas Kumar
1385
Self-Supervised Contrastive MRI Representation Learning for
Robust Label-Efficient Neuroimaging Intelligence
Operations
Naga Venkata Pavan Kumar, B.V. Gokulnath
1386
Multi-Scale ConvNeXt with Adaptive Feature Aggregation for Breast
Cancer Histopathological Image Classification
Vijaya Matha.Annuri, B.V.Gokulnath
1416
Secure and Trustworthy Transformer-Based Spatiotemporal Feature
Fusion for Adversarially Robust Autonomous Surveillance
Systems
Akella Subhadra, Sripada Rama Sree
1456
GreenVisionNet: Energy-Aware Machine Vision Framework for
Real-Time Plant Disease Detection in Smart Agriculture
Jayasri Subramanaiam, K Jaya Krishna, Saranya Devi V., Adi
Lakshmi P., Sarath Chandra S., Alvez Reynaldo
Session Chair: Chanchal Suman, National Institute of
Technology Warangal
Session Chair: Asha Joseph, New Horizon College of
Engineering
1543
Towards India-Specific AI Healthcare Assistance: A Gap Analysis
and Adaptive Hybrid Retrieval Architecture
Shivam Dhanadhya, Vahida Attar, Sachin Pawar
1582
Reliability by Architecture: A Metadata-Driven Constrained
NL-to-SQL Approach for Legacy ERP Systems
Karan Khajuria, R.K Bathla
1656
Optimising Large Language Models with Reinforcement Learning for
Adaptive Dialogue Systems in Human Computer Interaction
Thomas Alwa Edison. K, M. Sumathy, M. Vallikkannu, Tamil Selvi R,
S. Vijayakumar, N.Sheik Hameed, N.Gopinath
1680
A Cost-Aware Supervisory Framework for Dynamic Hallucination
Detection and Self-Correcting Response Generation in Enterprise
Information Systems
P. Vasundhara Devi, Utukuru Sairam, Yelleti Vivek
1725
An Empirical Analysis of Parameter Efficient Large Language Model
for Low Resource Indian Sign Language Translation
Praveen R, Neethu N V, Shashidhar G Koolagudi
1775
AI-Integrated Digital Twins for Personalized Cardiac Care
Abdul Ahad, Mohammed Ali Shaik, Faisal Shahzad Siddiqui Md, Abdul
Ateeb
Session Chair: Sumit Mishra, National Institute of
Technology Warangal
Session Chair: Madhu Arora, Symbiosis Institute of
Computer Studies and Research, Symbiosis International, Pune
1451
Task-Dependent Effectiveness of Artificial Intelligence in
Project Management: A Cross-Industry Study in the United
States
Kenneth David Strang, Narasimha Rao Vajjhala
1461
Sybil Attack Detection in VANET Using GNN and Deep Reinforcement
Learning
Ganesh S, Marushika Manohar, Manikandan J L, Harini J S,
Vetriselvi V, Aishwarya R,
1478
Zonal to HPC Communication Protocol Analysis for SDV
Pratiksha Mahalingpure, Manikandan A, Prasad Patil, Preetha
Rodricks
1481
Secure Attention-Driven Deep Reinforcement Learning for
Anti-Eavesdropping Resource Allocation in NOMA-Enabled Network
Slicing Under QoS Constraints
Ankita Sharma, Madhvi Jangalwa
1536
Interpretable Rule Generation Framework for Network Intrusion
Detection Using LIME and Gaussian Mixture Models
Ajitesh Ajay Dubey, Siddharth Adak, Atharva Sankhe, Kanchan
Dabre
1611
SmartFlow AI: An AI-Driven Framework for Traffic Congestion
Prediction and Route Optimization
Peruri Sudheshna, Kairi Spandana, Kamatham Gayatri, Kampa
Varshini
Session Chair: Anusha Vangala, National Institute of
Technology Warangal
Session Chair: Naveen Kumar, Chandigarh University,
Mohali
1508
Feature Anchoring with Replay and Knowledge Distillation for
Class-Incremental Continual Learning
Madhav Yalamarthi
1524
Sentiment Analysis of UK Park Reviews Using XGBoost Optimized by
a Quasi-Reflexive Genetic Variable Neighborhood Search
Veljko Spasic, Samson Offorjindu, Milos Antonijevic, Marija
Markovic Blagojevic, Komlen Lalovic, Marko Vukicevic, Marina
Milovanovic, Bojan Zimonjic, Nebojsa Bacani
1531
BrainSense-AI: Intelligent EEG-Based Cognitive State Recognition
Using Deep Feature Fusion and Soft Computing
Raihana Parveen P., Yarlagadda Shailaja, K. Geyasri, A. Sukanya,
Gayathri Karthick, Alliyah Angela G. Miranda
1596
Enhancing Climate Fact Verification with Evidence-Aware Neural
Models: A Multi-Architecture Analysis
Muthulakshmi A, Angela Jennifa Sujana J, Amirdha Suba C P,
Atchaya Durga M A M
1645
Deep Learning-Based Analysis and Prediction of GNSS Receiver
Clock Bias Uncertainty Using Neural Network Models for Standalone
GPS and Integrated GPS-NavIC Constellations
Buri Modhini
1857
Aspect-Planned Query Rewriting for Educational Question
Retrieval
Himanshu Dwivedi
Session Chair: Venkatarami Reddy Chintapalli, National
Institute of Technology Warangal
Session Chair: Kirti Raskar, MIT Arts, Commerce and
Science College, Alandi, Pune
Session Chair: Monali Chaudhari, VESIT, Mumbai
University
1501
Intelligent Forest Fire Monitoring System Using Random Forest and
YOLOv11
Nidhi Thomas, Diya Sicily Siju , Karpagam Sundararajan
1509
Physics-Guided U-Net for Underwater Image Enhancement with
Adaptive Color Compensation
Priti Anil Mishra, Vipin M. Kamble
1510
StegIntel-Hybrid: A Dual-Head Convolutional and Decision Fusion
Architecture for Forensic Steganalysis
Nikhil Wadhwani, Sunil B. Mane
1514
Deep Learning Architectures for Marine Biofouling Classification:
A Comparative Study of DenseNet and EfficientNet with Attention,
Multi-Scale, and Self-Supervised Enhancements
Mohineet Kaur, Smruti Lakdawala, Ananya Reetha Noble, Divya
Sharma, Akash Kapoor, Sunita Dhavale
1539
Spatial and Spectral Analysis of Stripe Artifacts in MobileViT
and Stripe Free MobileViT
Neethu Radha Gopan, Sreekiran M, Rahul Cyriac, Nithin Das, P.
Sarin Mohan
Session Chair: Venkateswara Rao Kagita, National
Institute of Technology Warangal
Session Chair: Tejinder Kaur, M.M. Institute of Computer
Technology & Business Management, Mullana Ambala-Haryana
1438
Bayesian Networks vs. Machine Learning for Postnatal Depression
Prediction: An Interpretability-Robustness Trade-off
Tisha Shah
1789
BT-FL-XAI: Explainable Federated Learning for Industrial Air
Quality Prediction
Ankireddy.Pravallika, Annam. Maithri, Akkapalli. Sravanthi,
Murali.Ponaganti
1792
Adaptive Multi-Layer Framework for Detecting Prompt Injection
Attacks
Kanta Swaroopa Rani , Avuluri Amrutha Reddy , Krushika Anagathala,
Akuthota Sruthi Shetty
1822
Towards Trustworthy Healthcare AI: A Comprehensive Framework for
Explainability, Fairness, Security, and Clinical
Validation
Gujja Varshitha, Talasila Ramkumar, Gonela Tejasri, Erjala
Vijitha, Alugula Damodar
1846
Retrieval-Augmented LLM System for Document Question Answering
and Visual Content Interpretation
Afrah Mohammad, Ummeed Salma Mulla, Manasi Divate, Prathiba M
Patil, Guruprasad Konnurmath
1895
APEX-MathRL: Accelerated Process Exploration for Mathematical
Reasoning via Reinforcement Learning
Dhwaj Jain, Rishabh Makwana, Jaimeen Bhagat, Atharva Deo, Pratik
Kanani, Deepali Patil
Session Chair: Yenda Ramesh, National Institute of
Technology Warangal
Session Chair: Jyotirmoy Pathak, CHRIST (Deemed to be
University)
1654
Adaptive Intelligent Web Scraping Framework with Real-Time
Anomaly Detection and Interactive Visualization for Dynamic Web
Environments
M.Vinaya Babu, Gannoji Madhavi
1757
HeteroPhishGAT: Heterogeneous Graph Attention Network with
Edge-Type Embeddings for Phishing URL Detection
Manish Kumar, Priyanka Ahlawat
1764
A Hybrid Machine Learning Framework for Network Traffic Anomaly
Detection and Cyber Threat Analysis
Votte Rajashekhar, Akula Akshaya, Anugandula Meghana, Anthati
Poojitha
1767
AdaptLearn: A Context-Aware Hybrid NLP and Machine Learning
Framework for Personalized Adaptive Learning
Y. Geetha Reddy, Adepu Durga Bhavani, Adike Sri Mudrankitha,
Akula Rishitha
1788
AI-Enhanced Maternal-Child Health Monitoring: Bridging Care
Integration Gaps
Preethi Singireddy, Anupala Vaishnavi, Adaboina Snehitha Reddy,
Ankam Sandyarani
1795
ADAPT-5G: An Unsupervised Ensemble Intrusion Detection Framework
with EWMA Adaptive Thresholding and Z-Score Fusion for 5G
Networks
Starina Phillips, Bindu Madavi K P, Manohar M
Session Chair: Ramalingaswamy Cheruku, National
Institute of Technology Warangal
Session Chair: Mausumi Goswami, CHRIST (Deemed to be
University)
1655
MultiModal Emotion Recognition and Adaptive Music Recommendation
using Federated Deep Learning with Attention Mechanisms
Siva Lalitha Priya, Bnv Madhu Babu, Ch V Phani Krishna
1751
FedCAGM: Federated Chaotic Adaptive Gradient Mechanism for
Five-Class Cervical Cell Classification using Hybrid Deep Learning
and Radiomics Fusion
Yatam Venkata Kalyani, Sivakumar P
1813
A Robust Subject-Independent Pipeline for EEG-Based Alzheimer's
Disease Detection
Swastik Bhat, Nayana B. R.
1842
A Hybrid NLP-Based Explainable Contract Risk Analyzer
Akashwaran.V, Vishal.K, Vaddi Venkata Narayana
1876
PTSD Diagnosis through EEG based Emotion Classification using a
cascaded Inception ResNet V2 – 3D CNN – 2D LSTM Deep Learning
Model
M. Josephine Mary Juliana
1892
A Hybrid Ensemble Learning Framework Integrating Soft Voting and
Stacking for High-Accuracy Breast Cancer Diagnosis
Savneet Kaur, Deepali Virmani, Jyoti Arora, Indu Khatri
Session Chair: Preeti Soni, National Institute of
Technology Warangal
Session Chair: Monica Dutta, Chitkara University, Punjab
1549
MCTrackNet: A Unified Multi-Camera Framework for Robust Ball
Tracking Across Sports Under Occlusion and Varying
Conditions
Mohini Mohan Behera, Kartik Sharma, Onkar Rohidas Sonavane, Ankit
Behera
1572
Dual-Stream Vision Intelligence for Embryo Classification using
MaxViT-CAFormer Feature Fusion
R.Bhuvanya, A.Suresh Kumar, Peter Vinisa Sharon, Tarunaa
S
1574
Hybrid Feature Fusion Network with Multi-Scale Channel Attention
for Diabetic Retinopathy Classification
Neeraj Singh Attri, Urmila Pilania
1628
LHCTNet: A Lightweight Hybrid CNN–Transformer Network with
Cross-Attention Explainability for Diabetic Retinopathy
Screening
Salma Soofiyan, Muhammad Zeerak, Amin Karami
1629
Stroke Detection from CT Scan Images Using EfficientNetB3-Based
Transfer Learning Approach with a Clinical Decision Support
Interface
Darshit Kaushik, Rijak Arora, P Saranya
1862
Guided Differentiable Glimpse Attention for Efficient Visual
Recognition
Himanshu Dwivedi
Session Chair: Kanhu Charan Gouda, National Institute of
Technology Warangal
Session Chair: Puneet Bansal, ECE, UIET, Kurukshetra
University, Kurukshetra, Haryana
Session Chair: U Venkanna, National Institute of Technology Warangal
1651
ATViT-Net: An Attention-Enhanced Transformer–CNN Hybrid Framework
for Precise Brain Tumor Detection and Graded Classification from
MRI Scans
B.Narsimha, T.Aasritha
1679
Secure Color Image Protection Through Chirikov Standard Map-Based
Chaotic Permutation and Diffusion
M. Lavanya, G. Gurupriya
1688
MHCA-SRCNN - Multi-Head Cross-Attention Enhanced SRCNN for
Medical Image Fusion
Shatabdi Basu, Sunita Singhal, Dilbag Singh
1727
Attention-Based Dual-Branch Deep Learning Network for
Tuberculosis Classification Using Segmented Lung Images and
Edge-Based Features
Tairah Andrabi, Sajid Yousuf Bhat
1753
Hybrid Brain Tumor Quantification Using Multi-Modal MRI Through
Ensemble Semantic Segmentation and Morphometric Analysis
Monali Sankhe, Meera Narvekar, Moksh Shah, Ridhi Agrawal, Harsh
Jain, Vansh Gabani, Raiyyan Patel
1884
GAN-Based Image Translation for Paired Images in Autonomous
Driving in Adverse Weather Conditions
Deepa Mane, Sandhya Arora