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Presentation Schedule

Conference Schedule

Day 1: 8 October 2025

09:30 AM - 10:30 AM

Keynote Talk - 1

10:30 AM - 01:00 PM

Session - 1

01:00 PM - 02:00 PM

Lunch

02:00 PM - 04:00 PM

Session - 2

04:00 PM - 05:30 PM

Session - 3

Day 2: 9 October 2025

09:00 AM - 01:00 PM

Session - 4

01:00 PM - 02:00 PM

Lunch

02:00 PM - 04:00 PM

Session - 5

04:00 PM - 05:30 PM

Session - 6

Day 3: 10 October 2025

09:00 AM - 01:00 PM

Session - 7

01:00 PM - 02:00 PM

Lunch

02:00 PM - 04:00 PM

Session - 8

04:00 PM - 05:30 PM

Session - 9

Presentation Guidelines

Presentation Time: 20 Minutes

Format: PowerPoint (PPT)

Session - 1 ➝ 10:30 AM - 01:00 PM
Parallel Session - 1 | Day 1: 08-October-2025

ISMAC-2

A Comprehensive Comparative Study on Text Similarity Detection Models for Educational Purposes
Gurudharshini K, Gadi Sravani Deepthi, Vangala Lakshmi Pravallika, Jeyakumar G

10:30 AM - 10:50 AM

ISMAC-1

Tomato diseases identification using Convolution Neural Network
Varshini S, Gokul Balajiram, SenthilKumar T, Somasundaram K, Selvanayaki Kolandapalayam Shanmugam

10:50 AM - 11:10 AM

ISMAC-3

YOLOv8-Based Real-Time Video Analytics System for Mobile Phone Detection in Classroom Environments
Shreya B, Pooja Shree S, Jeyakumar G

11:10 AM - 11:30 AM

ISMAC-46

Performance and Efficiency Analysis of Lightweight Encryption Algorithms on Low-Power Embedded Systems
M Shreedhar, A Baskar

11:30 AM - 11:50 AM

ISMAC-59

A Lightweight Post-Quantum Secure Knapsack Cryptosystem Using Tree Parity Machine Synchronization
Pathipati Rishitha, Kata Geethika, Mani Gnanendra Reddy Karnati, Guthula Guna Vardhan, Jeyakumar G

11:50 AM - 12:10 PM

ISMAC-80

Enhanced Island-Based Genetic Algorithm for Efficient Task Scheduling in Cloud Computing Environments
Kolisetty Shyam Nageshwar, Malicheti Aravind Reddy, Soma Naga Sai Pranav, Jeyakumar G

12:10 PM - 12:30 PM

ISMAC-22

Crop Price Prediction and Plant Disease Detection System.
Kavita Sultanpure, Aditya Bhandare, Om Kokate, Tanmay Sonawane, Rizwan Shaikh, Aary Bokil

12:30 PM - 12:50 PM

Nepal Standard Time (NPT)
Session - 1 ➝ 10:30 AM - 01:00 PM
Parallel Session - 2 | Day 1: 08-October-2025

ISMAC-52

Predictive Modeling for Maternal Health Risk Assessment: Performance Benchmarking Against State-of-the-Art Classifiers
Niyatha Balakrishna Shetty, Shraddha S Shetty, Shashank Shetty

10:30 AM - 10:50 AM

ISMAC-56

CALYX: A Context-Aware Deep Learning Framework Using XLNet for Detecting Cyberbullying on Social Media
Shashank Shetty, Ankitha A Nayak

10:50 AM - 11:10 AM

ISMAC-44

Multimodal Deep Learning Framework for Automated Hairfall Detection and Prevention System
Karthic Sundaram, Maheswaran N, Karthick S, Vinu S

11:10 AM - 11:30 AM

ISMAC-31

Automated Waste Segregation System with Conveyor Belt and AI-Driven Sorting
Abhiram B, Aaditya R Narayan, Sourabh S K, Shradha C Jayaram, Lekshmi Vijayan

11:30 AM - 11:50 AM

ISMAC-48

DevOps-Enabled Cloud-Native Architectures for Scalable and Resilient IoT Applications: A Kubernetes-Based Approach
Nihar Karra, Nikhil Karra,Louis Echefu,Goutham Bandapati

11:50 AM - 12:10 PM

ISMAC-112

A Hybrid Algorithmic Framework for Accurate Traffic Flow Prediction
Gujjula Prudvee Nath, Sathwik Varma Penmetsa, Guvvala Rohith,Garapati Sai Krishna DigVijay Chowdary, Jeyakumar G

12:10 PM - 12:30 PM

ISMAC-33

BIoT Architectures for Sustainable Industry 5.0 Applications: A Cross-Industry Analysis
N Nasurudeen Ahamed, Bhabendu Kumar Mohanta, Gurpreet Singh Chhabra

12:30 PM - 12:50 PM

Nepal Standard Time (NPT)
Session - 1 ➝ 10:30 AM - 01:00 PM
Parallel Session - 3 | Day 1: 08-October-2025

ISMAC-84

"An Enhanced AI-Powered Cybersecurity Framework for Secure Data Transmission in IoT Networks Using Federated Learning and Blockchain Integration"
Dr.R.Senthilkumar,J.Senthil,M.Kalaiselvi,Dr.S.Gokulraj,Dr.Yasotha S.,P.M.Manochitra

10:30 AM - 10:50 AM

ISMAC-54

DR-MobiXAI: Explainable AI Model for Automated Diabetic Retinopathy Diagnosis
Pavithra S, Vaishnavi Jayaraman, Saravanan Parthasarathy

10:50 AM - 11:10 AM

ISMAC-73

Multi-Level Texture and Color Feature Integration with Deep Residual Networks for Emoji Classification
S. Sankari, S. Silvia Priscila

11:10 AM - 11:30 AM

ISMAC-81

Interpretation on statistical probabilistic aprroaches on early detection of web phishing attacks
Pinjala Thrinadh, Adithya Reddy Doddipalli, Gokul Balajiram, Senthil Kumar Thangavel, Somasundaram K, Selvanayaki Kolandapalayam Shanmugam

11:30 AM - 11:50 AM

ISMAC-79

CAMPUSCLOAK: A SECURE AND ANONYMOUS COMMUNITYFOR COLLEGE STUDENTS
S. Devi, Shana J, S M Ajay Vikhram, Selvanayaki Kolandapalayam Shanmugam

11:50 AM - 12:10 PM

ISMAC-83

Early Fall Detection Using Modified HMM with Face Recognition in Controlled Environments
Karthickthasan S, Senthil Kumar Thangavel, Selvanayaki Kolandapalayam Shanmugam

12:10 PM - 12:30 PM

ISMAC-62

Anomaly detection in Microservices using Hybrid Deep Learning Method
J.Abdul Rasheedh, G.Najeeb Ahmed, Zafer Ahmed N, S. Hakkim

12:30 PM - 12:50 PM

Nepal Standard Time (NPT)
Session - 1 ➝ 10:30 AM - 01:00 PM
Parallel Session - 4 | Day 1: 08-October-2025

ISMAC-807

REAL-TIME UNDERGROUND CABLE FAULT DETECTION WITH IoT
Papani Sri Sai, Ch.Jaya Lakshmi, Bade .Roopa Tejaswi, Kasa.Abhiram, Duvvada Gowtham

10:30 AM - 10:50 AM

ISMAC-829

Emotion Detection in Infant Cries and Animal Vocalizations Using Deep Learning
Chitrala Laxmidevi, Chenu Vaishnavi, Sairam Utukuru, SantoshVoruganti

10:50 AM - 11:10 AM

ISMAC-645

Semantic Forensics with Explainable AI for Multimodal Deepfake and Media Manipulation Detection
Kavin Kumar.K, Deepak Raj M, Ananthakannan PS, Dhanapal.R

11:10 AM - 11:30 AM

ISMAC-580

Edge-ML Enabled Sensor-Fusion Headlamp and Collision Alert System for Two-Wheeler Safety
Mohanraj T, Maruthu U

11:30 AM - 11:50 AM

ISMAC-336

A Comprehensive Review of Machine Learning Based Liver Tumor Detection Techniques and Insights of Adaptive System Framework
Priti V. Kale,Narendra M. Kandoi,Aniket K. Shahade

11:50 AM - 12:10 PM

ISMAC-867

Smart Door Locks with ESP32-CAM Vision
Sandeep Kumar Singla, Pankaj Bhambri, ER. Himani Sharma, ER. Harmanpreet Kaur

12:10 PM - 12:30 PM

ISMAC-842

Federated Contrastive Learning for Malware Detection in TLS/QUIC Traffic Without Decryption
D Sandhya Rani, M. Sree Laxmi, R. Sukrutha, E. Padmalatha, G Bala Krishna, G Bala Krishna

12:30 PM - 12:50 PM

Nepal Standard Time (NPT)
Session - 1 ➝ 10:30 AM - 01:00 PM
Parallel Session - 5 | Day 1: 08-October-2025

ISMAC-1006

A Hybrid GLDG-Optimized SeqGAN-Based Approach for Phishing Detection Using Statistical and Embedding Features
Samyuktha Jaggaiahgari , Nevedha B , N.Prabhu, Senthil Kumar Thangavel,Palanisamy T,Kartik Srinivasan

10:30 AM - 10:50 AM

ISMAC-1011

ClimaStyle: A Climate-Aware Visual Try-On with Prompt-Based Segmentation
N Krishnachaithanya, Aswin Sriram S, Senthil Kumar Thangavel,Karthikeyan Vaiapury,T.Palanisamy,S Kavinn

10:50 AM - 11:10 AM

ISMAC-1005

Analysing the Urbanization Patterns and Policies for Regional Environment in Coimbatore District of Tamil Nadu, India
Pratiksha Cauvery K P , Sai Mahisri N , Sri Haran A , Lakshya Soni , Mahalakshmi J ,Senthil Kumar Thangavel , Rajendra Kumar S

11:10 AM - 11:30 AM

ISMAC-1004

Lung Lesion Segmentation using U-Net and SegNet
Guhan K.B,Golla Ram,Karthik A,Neethu R,Dr. Senthil Kumar T.Dr. Arvind Perathur,Dr. Arvind Perathur,Manjusha R

11:30 AM - 11:50 AM

ISMAC-32

GAN-LSTM Model for recommendation and prediction in fashion apparrel
Sowgandhiga S, Vijayalakshmi S, Andrea Rose C J, Karthikeyan Vaiapury, T Palanisamy, Senthil Kumar Thangavel

11:50 AM - 12:10 PM

ISMAC-182

Heart Disease Detection in IoT-Cloud Environments Using Point-Wise Steerable Convolutional Networks and Osprey Optimization
"K. Sangeetha Supriya,, Jeno Lovesum S P, Swapnil S.P. Velmurugan, Hardik Patel, Madhu B K, Ramya Maranan"

12:10 PM - 12:30 PM

ISMAC-504

Facial Biometric-Driven Restaurant Recommender Using Collaborative and Popularity-Based Filtering
Prof.Ashlesha S Adhatrao ,Dr. Mithun B Patil ,Ms.Vaibhavi Zadbuke,Ms.Shruti G.Waghamare

12:30 PM - 12:50 PM

Nepal Standard Time (NPT)
Session - 2 ➝ 02:00 PM - 04:00 PM
Parallel Session - 1 | Day 1: 08-October-2025

ISMAC-39

AI-Driven Multimodal Approaches for the Diagnosis and Progression Analysis of Neurodegenerative Diseases: A Systematic Survey
Shreya Bhat, Shashank Shetty

02:00 PM - 02:20 PM

ISMAC-132

Leveraging Artificial Intelligence for Security, Privacy and Growth of Banking in India
R. Lavanya,Dr. S Thangamani,B. Ramya,Dr. M. S Sivasankaran,Dr.K.Thirumoorthi,Dr. M Yuvaraja

02:20 PM - 02:40 PM

ISMAC-136

Securing Web-Driven Data in IoT Ecosystems:Defense Against SQL Injection Attacks
Senthilkumar Mathi,Dheeraj Dayakaran,Abhinav Surendran,Karthik Ram S,Yukeshwar R,Surjeeth R

02:40 PM - 03:00 PM

ISMAC-166

Evaluating Deep Neural Networks for Robust and Accurate Image Segmentation
M.Ramkumar Prabhu , K.Sathish , G.Charulatha

03:00 PM - 03:20 PM

ISMAC-216

SVD-Based Image Compression and ResNet-10 Classification for Efficient Deep Learning in Resource Constrained Systems
Harshana C,Kunj Sharma,Keshav Yadav,Suma V,Shobha N,Poornima D

03:20 PM - 03:40 PM

ISMAC-213

Attention-Enhanced Bi-LSTM Models with XGBoost Integration for Advanced Predictive Maintenance
Vinod H C, C V Balaji, Aprameya Bharadwaj, Amish K P, Vineeth Nakka

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 2 ➝ 02:00 PM - 04:00 PM
Parallel Session - 2 | Day 1: 08-October-2025

ISMAC-126

Dynamic Stock Market Risk Mitigation Using Reinforcement Learning and Explainable AI for Transparent Decision-Making
Rahul Suryodai,Desidi Narsimha Reddy

02:00 PM - 02:20 PM

ISMAC-159

Enhancing the Energy Efficiency of Solar Street Lighting System through an Innovative Dual-Axis Tracking and Automated Cleaning Mechanism
Md. Safiqul Islam,Md. Rifat Hoshen,Md. Ferdous Wahid

02:20 PM - 02:40 PM

ISMAC-214

Book Recommendation System Using Collaborative Filtering and KNN
Shobha N,Kanuri Balasri Saisindhu,Kashish Prasad,Poornima D,Suma V,Karen K T

02:40 PM - 03:00 PM

ISMAC-125

Enhancing Agricultural Sustainability and Public Health Outcomes via Generative AI and Explainable Machine Learning Models
Rahul Suryodai,Desidi Narsimha Reddy

03:00 PM - 03:20 PM

ISMAC-131

IoT-Enabled Smart Service Delivery and Resource Optimization in Academic Libraries
Yi-Shuai Xu,Yanti Idaya A.M.K,M.S.S. Kassim,Guan Wang,Ye Yuan

03:20 PM - 03:40 PM

ISMAC-139

Boosting Object Detection in Aerial Imagery with Ensemble YOLOv8 Models and Weighted Boxes Fusion
Marmik J. Patel,Rishi R. Soni,Ayush P. Patel,Shashvat G. Rajyaguru,Shashvat G. Rajyaguru,Jaykumar B. Patel

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 2 ➝ 02:00 PM - 04:00 PM
Parallel Session - 3 | Day 1: 08-October-2025

ISMAC-122

Secure Smart Retail Environments Using Transformer-Based Anomaly Detection and Differential Privacy for Cyber Threat Management
Desidi Narsimha Reddy,Behara Venkata Nandakishore

02:00 PM - 02:20 PM

ISMAC-224

A Comparative Analysis of XGBoost and LSTM for Traffic Congestion Prediction
Gagan R H,Kanisha Kishore,Niha M S,Nayana Shinde,Harshitha H R

02:20 PM - 02:40 PM

ISMAC-124

Machine Learning-Based Prediction of Supply Chain Financial Disruptions Through Dynamic Network Analysis Models
Behara Venkata Nandakishore

02:40 PM - 03:00 PM

ISMAC-157

Hybrid Grey Wolf Optimization and Random Forest Framework for Scalable Intrusion Detection
Appala Raju Uppala,Davency Priyanka Rapaka,Sathya Prakash Racharla,Kancherla RajaSree,M.Madhavi,K V S S R Murthy

03:00 PM - 03:20 PM

ISMAC-174

A Deep Learning Framework for Software Reliability Using AST Correlations
N. Anand Kumar, Dr.E.K.Girisan

03:20 PM - 03:40 PM

ISMAC-175

Enhanced Salient Object Detection Using Deformable Graph Convolutional Networks Optimized by Clouded Leopard Algorithm
Dr.M.Siva Ramkumar,Dr.M.Sivaramkrishnan,Sami Askar,Yashashwini S,Nitin Bhardwaj, Lovely5,D.Kavitha

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 2 ➝ 02:00 PM - 04:00 PM
Parallel Session - 4 | Day 1: 08-October-2025

ISMAC-685

Cognitive AI-IoT Framework for Crop Management with Adaptive Resource Scheduling and Intelligent Disease Diagnosis
Ms.Vishnu Priya M.R,Gandala Balaji,M.Maruthi kumar,D.Chetan Swaroop,Ch.Rajinikanth

02:00 PM - 02:20 PM

ISMAC-247

Ternary Adder and Multiplier Circuit Designs with GNRFET and RRAM Technologies
Shaik Asima,G Suneel Kumar

02:20 PM - 02:40 PM

ISMAC-732

A Compact Speech-Driven Framework for Multilingual Voice Exchange Using Indian Languages
Saranya S, Manjunatha Royal J, Yaswanth Reddy K.V, G Ramana Gowda Patil, K S Sharmila

02:40 PM - 03:00 PM

ISMAC-799

Cloud-Integrated IoT System for Real-Time Monitoring and Early Detection of Water Quality Degradation
P Prabu, S Sandhya, R Sivaprakash3 R Anbarasan, A Hariharasuthan, S Karthikayan

03:00 PM - 03:20 PM

ISMAC-754

Social Media Deep Fake Detection Using Deep Learning and Fast-Text Embeddings for Detecting Machine-Generated Tweets
Ch. Ramesh, Ambati Rama Mohan Reddy, R.M. Noorullah

03:20 PM - 03:40 PM

ISMAC-444

Scalable Safety Assurance in Multi-Agent Systems via Symmetry Reduction and Quotient Model Verification
V Ashok Kumar, X Leena Miriam R Kamalesh, P Manikandan, M Mohammed Farhan, S Adharsh

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 2 ➝ 02:00 PM - 04:00 PM
Parallel Session - 5 | Day 1: 08-October-2025

ISMAC-290

A Novel Ensemble Deep Learning Framework for Automated PCOS Detection Using Class-Balanced Ultrasound Imaging and Model Optimization Techniques
S Padmakala

02:00 PM - 02:20 PM

ISMAC-292

A Novel Multi-Model Framework for Blood Cancer Cell Classification Using Comprehensive Feature Extraction and Permutation-Based Feature Importance
S Padmakala

02:20 PM - 02:40 PM

ISMAC-602

A Node2vec Based Fake News Detection Model Using News Source URL
Mosharat Jahan, Tanjim Mahmud, Abubokor Hanip, Mohammad Shahadat Hossain

02:40 PM - 03:00 PM

Nepal Standard Time (NPT)
Session - 3 ➝ 04:00 PM - 05:30 PM
Parallel Session - 1 | Day 1: 08-October-2025

ISMAC-176

Enhanced Short-Term Traffic Prediction Using Convolutional Block Attention Capsule Network with Parrot Optimizer
T.Sathish,Dr.K.Balachander,Sami Askar,Shivapanchakshari T G,Nitin Bhardwaj, Lovely,Dr.M.Siva Ramkumar

04:00 PM - 04:20 PM

ISMAC-177

DDoS Attack Detection in IoT Using a Snow Ablation Optimized Multi-Relational Graph Attention Network
T.Sathish,Dr.M.Siva Ramkumar,Sami Askar,,Nitin Bhardwaj,Dr.K.Balachander

04:20 PM - 04:40 PM

ISMAC-179

Dandelion Optimized Modular Coupled Neural Network for Attack Detection in NextGen Wireless Network Channel Estimation
T.Sathish,Ms. Dhanusha Rema,Ala’a Al-Shaikh ,Varalatchoumy M,Dr.M.Sivaramkrishnan,Dr sekar K

04:40 PM - 05:00 PM

ISMAC-180

AI-based Plant Disease Detection and Recommendation using Sparse Dual-level Graph Contextual Convolutional Attention Neural Network with Mountaineering Team-Based Optimization
Guduru Ramakrishna Reddy ,Dr. G. Jose Moses , Ajay Kumar Miryala

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 3 ➝ 04:00 PM - 05:30 PM
Parallel Session - 2 | Day 1: 08-October-2025

ISMAC-181

Customer Retention Enhancement through Advanced Churn Analysis with Newton-Raphson Optimized Physics-Informed Neural Network and Power BI
Dash Meenakshi , Dr. Meeravali Shaik , Ajay Kumar Miryala

04:00 PM - 04:20 PM

ISMAC-183

Cryptographic Image Protection with Blockchain and Cycle-consistent Adversarial Adaptation Network for Reliable Cloud Data Retrieval
Madatha Manasa ,Dr. Arun Singh Chouhan , Ajay Kumar Miryala

04:20 PM - 04:40 PM

ISMAC-178

Interpretable Additive Neural Network with Graph Learning for Detecting Physical Layer Spoofing Attacks in mmWave Massive MIMO 5G Networks
T.Sathish,Dr.G.Emayavaramban,Ala’a Al-Shaikh ,Bharani B R ,Nitin Bhardwaj,Dr.M.Siva Ramkumar

04:40 PM - 05:00 PM

ISMAC-250

Water-Quality Digital Twins: A Review of Architectures, State-Space Assimilation, and Alerting
Hariharan R,Subash N

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 3 ➝ 04:00 PM - 05:30 PM
Parallel Session - 3 | Day 1: 08-October-2025

ISMAC-251

ML for Stroke Detection: Advances, Challenges, and Research Directions in CT and MRI-Based Diagnostic Models
Hariharan R,Sanjay K,Ruthrapathi M,Srikesh S

04:00 PM - 04:20 PM

ISMAC-252

PCOSDetect: A Clinically Interpretable Multi- Institutional Machine Learning Framework for Early PCOS Diagnosis
Shalini M,Josika M,Geerthigaa G,Abiraina K,Gomathi S

04:20 PM - 04:40 PM

ISMAC-153

AI-Driven Data Engineering Pipelines: Automated Optimization for Cloud Cost and Performance
Hassan Rehan,Sathish Kuppan Pandurangan,Monika Malik,Rajan Sahni,Preeti Ramgopal Tiwari,Kalpana

04:40 PM - 05:00 PM

ISMAC-163

Privacy-Preserving and Energy-Efficient Federated Learning Framework for IoT Security
Jaya Mabel Rani A

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 3 ➝ 04:00 PM - 05:30 PM
Parallel Session - 4 | Day 1: 08-October-2025

ISMAC-798

TrustChain Escrow: A Dual-Key Verification System for Secure Import-Export Transactions
V Ashok Kumar,R Divya, K Nandana, N Nowfal, R Sreehari, R S Rahul Sampath

04:00 PM - 04:20 PM

ISMAC-495

Graph attention network towards Early Detection of Multimodal Fake news in social media networks
S. A. Abdul Kadhar,S. A. Abdul Kadhar

04:20 PM - 04:40 PM

ISMAC-319

Towards Intelligent Resource Orchestration in 5G Networks: A Multi-Layer Optimization Approach
Vijayasankar Anumala,N Udaya Kumar,Sarada Devi Yaddanapudi,Sambasiva Rao Kopanaty,P Suresh Babu

04:40 PM - 05:00 PM

ISMAC-670

AI Agents for Securing IoT Ecosystems in Autonomous Vehicles: A Cybersecurity Approach for the Automobile Industry in the USA
Phani Raj Kumar Bollipalli

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 4 ➝ 09:00 AM - 01:00 PM
Parallel Session - 1 | Day 2: 09-October-2025

ISMAC-168

Enhancing Early Cardiac Abnormality Detection via Explainable Machine Learning and Time Frequency Gini Features
P S Krishna Vardhan,Harini Ravichandran,Dr. Sree Kumar K,Dr. Sibi Amaran

09:00 AM - 09:20 AM

ISMAC-154

Enhancing Cloud API Security Using Artificial Intelligence for Adaptive Threat Monitoring
Rakesh Keshava,Milan Parikh,Kathiresan Jayabalan,Sathish Kuppan Pandurangan,Sabarinathan Govindaraj,R.Maruthi

09:20 AM - 09:40 AM

ISMAC-148

NFT Domain Leasing in a Blockchain-Based Secure DNS Framework
Devaprabha Biju S, Mydhily Sankar,Reba Susan Abraham, Raunak Dev,Niranjana S,Krishnapriya P S

09:40 AM - 10:00 AM

ISMAC-169

Ontology-Guided Deep Learning Framework for Gene Expression-Based Disease Prediction
Aashitha Varshini T,Kaviya S P,Dr. Sibi Amaran,Dr. Sree Kumar K,Mrs. Preethi C

10:00 AM - 10:20 AM

ISMAC-170

Enhancing Sensitivity and Interpretability in Alzheimer's Detection Using Attention-Driven Hybrid CNN-ResNet with Synthetic Oversampling
V Nivedithaa,Swathi Y,Dr. Sree Kumar K,Dr. Sibi Amaran

10:20 AM - 10:40 AM

ISMAC-155

AI-Driven Cloud Orchestration: Dynamic Resource Allocation for Heterogeneous Environments
Sathish Kuppan Pandurangan

10:40 AM - 11:00 AM

ISMAC-21

Captcha GAPS
Kavita Sultanpure, Gayatri Dere, Preeti Desai, Snehal Elkiwar, Prasanna Fuse, Ayush Dongardive

11:00 AM - 11:20 AM

ISMAC-29

Deep Learning Frameworks for English Text Summarization and Question Answering Using Attention-Based Mechanisms
M. Jayaranjan, Shagufta Parween, Karibandi Venkata Ramarao, Kasarapu Esther Rani, Purnachandra Rao Alapati, Sreela B

11:20 AM - 11:40 AM

ISMAC-109

Pioneering the Evolution of Chatbots by Revealing Breakthroughs in Natural Language Processing Innovations
Dr. Nidhi Manglani ,Dr. Pooja A Basu,Dr. Deepak R. Gupta,Dr Hussana Johar R B,D. Jyothi Preshiya ,Alamelu alias Rajasree. S

11:40 AM - 12:00 PM

ISMAC-302

Self-Healing Cloud Ecosystems via Reinforcement
Dr Santosh Kumar B,Jini Kumari M,Anusuri Krishna Veni,R.Subapriya,R.Ramya,R.Deepalakshmi

12:00 PM - 12:20 PM

ISMAC-303

Zero-Knowledge Proof Mechanisms for Trustless Federated Learning on Blockchain
Dr Santosh Kumar B,Mrs.Sangeetha N,Shinzeer C K,Ramya R,G.Uma,Saravanan M

12:20 PM - 12:40 PM

ISMAC-150

Enhancing Diabetic Retinopathy Classification via Hybrid Deep and Handcrafted Features with Optimized Class Balancing
Praveena Mallampalli,Dr. Mahaveerakannan R

12:40 PM - 01:00 PM

Nepal Standard Time (NPT)
Session - 4 ➝ 09:00 AM - 01:00 PM
Parallel Session - 2 | Day 2: 09-October-2025

ISMAC-123

Automated Claim Prediction in Auto Insurance Using Hybrid Ensemble Learning and Deep Transfer Learning for Accurate Forecasting
Rahul Suryodai,Desidi Narsimha Reddy

09:00 AM - 09:20 AM

ISMAC-64

Empowered Cybersecurity with Graph Neural Networks for a Meta-Analysis of Deep Learning Innovations in Predicting and Preventing Cyber Attacks
Alfredo V. Atienza Jr.,Myke Albert Tejada,Maricris Acabo,Frank Johndelf R. Mangulad,Mr. Inocencio C. Madriaga Jr.

09:20 AM - 09:40 AM

ISMAC-273

Deploying Integrated AI/ML Solutions for Wildlife Conservation and Ecological Surveillance
ANGELJULIE. J,SNEHA. S,SUBHA. V,DEEPTHY. K

09:40 AM - 10:00 AM

ISMAC-274

Decentralized Secure Identity and Access System with Integrated Blockchain Technique
ANGELJULIE. J,SNEHA. S,SUBHA. V,DEEPTHY. K

10:00 AM - 10:20 AM

ISMAC-239

Generative Adversarial Networks for Quantum Data Simulation and Experiment Planning
Naga Venkatesh Gangabathula,Koushik Reddy Chaganti,Srikanth Chittipothu,Pruthvi Krishna Gutta,Purna chander Mashetty,Sathvik Reddy Chaganti

10:20 AM - 10:40 AM

ISMAC-240

Q-Learning Enhanced Deep Reinforcement Framework for Adaptive and Interpretable Portfolio Reallocation Strategies
Naga Venkatesh GangabathulaNeeraja Pullalarevu,Purna chander Mashetty,Sirish Gangabathula,Pruthvi Krishna Gutta,Sathvik Reddy Chaganti

10:40 AM - 11:00 AM

ISMAC-115

Soft Computing Based Context-Aware English Speech Recognition System for Noisy and Dynamic Real-World Environments
Dr Hetcherla Narendra Kumar,Dr.S.Suma Christal Mary,Balaraju BV,D. Jyothi Preshiya,Aruna Kumari K,Anuradha. S

11:00 AM - 11:20 AM

ISMAC-265

Explainable Multi-Stage Alzheimer's Diagnosis Using Vision Transformers and GAN-Augmented MRI Data
Manoj Kumar M,Guruprasath S,Gurucharan N M

11:20 AM - 11:40 AM

ISMAC-266

AI-Driven Phishing Detection Using Email Headers And Content Analysis
Fashith Shameer,Charles S,Dhanush S,S. Guruprasath

11:40 AM - 12:00 PM

ISMAC-269

AI Driven Reinforcement Learning Models for Personalized Risk Assessment and Early Diabetes Prevention
R. Balamanigandan,A. Mary Jenifer

12:00 PM - 12:20 PM

ISMAC-276

Web-PAD: Real-Time JavaScript-Based MobileNetV3–rPPG Fusion for Browser-Native Facial Liveness Detection
Suvetha S,Jeeva Rani S,Renie Jessica R,Dharani E,Dr R Roopa Chandrika

12:20 PM - 12:40 PM

ISMAC-277

Real-Time Multilingual Fake Website Detection Using Hybrid Machine Learning and Threat Intelligence
Inbakumari K,Anstron Graif A,Aakash S,Anand M

12:40 PM - 01:00 PM

Nepal Standard Time (NPT)
Session - 4 ➝ 09:00 AM - 01:00 PM
Parallel Session - 3 | Day 2: 09-October-2025

ISMAC-236

MTL-Based Framework for Sentiment Analysis, Toxicity Detection, and Bias Identification in Threads App
Ms. Inbakumari .K,Ms. Krishna Sree .K,Ms. Abinaya .V

09:00 AM - 09:20 AM

ISMAC-197

Enhancing Stock Market Forecasting Accuracy Using Distributed Big Data Processing and Machine Learning within the Hadoop Ecosystem
Sridhar Udayakumar ,E.Anbalagan

09:20 AM - 09:40 AM

ISMAC-230

Sleep disorders prediction Using Machine Learning and deep learning
B.VENKATARAMANAIAH

09:40 AM - 10:00 AM

ISMAC-233

Ocular disease prediction using EfficientNetB3 deep learning model
B.VENKATARAMANAIAH

10:00 AM - 10:20 AM

ISMAC-525

Hybrid Stochastic Grouped Convolution–LSTM with XGBoost Framework for Breast Cancer Classification
Saravanan Elumalai, Surendran R

10:20 AM - 10:40 AM

ISMAC-506

Hybridized Skin Lesion Classification Technique with M-CCN and Encoded Feature Selection Strategy
T.Saravanan

10:40 AM - 11:00 AM

ISMAC-651

Multi-Scale Attention-Driven CNN for Robust Image Super-Resolution in Low-Light Environments
Nelson Kennedy Babu Christopher,S. Padmalal,Aswini Jayaraman

11:00 AM - 11:20 AM

ISMAC-652

Hybrid CNN-Transformer Architectures for Super-Resolution Images in Low-Light Conditions
Nelson Kennedy Babu Christopher,S. Padmalal,Aswini Jayaraman

11:20 AM - 11:40 AM

ISMAC-218

A Novel Ensemble Deep Learning Model for Accurate Postpartum Depression Classification
B.Saratha,Dr. V.Shenbaga Priya

11:40 AM - 12:00 PM

ISMAC-278

Embedded Machine Learning for Early Detection of Heart Attack Symptoms
Vivek M G,S Raghuram,Dr.R Jeya

12:00 PM - 12:20 PM

ISMAC-272

SOCIAL ENGINEERING ATTACKS: DETECTION AND USER AWARENESS
S. Kanimozhi,Poomathi Raja,Praveen Kumar A,Priyadharsan N

12:20 PM - 12:40 PM

ISMAC-120

Enhancing AI- Driven Fault Tolerance in Smart Grids Leveraging Deep Graph Neural Networks for Spatio-Temporal Monitoring
Mahesh Muthulakshmi R

12:40 PM - 01:00 PM

Nepal Standard Time (NPT)
Session - 4 ➝ 09:00 AM - 01:00 PM
Parallel Session - 4 | Day 2: 09-October-2025

ISMAC-669

Leveraging AI Agents for Enhanced Cybersecurity in IoT-Enabled Banking and Fintech Systems A Framework for Secure Digital Transactions
Phani Raj Kumar Bollipalli

09:00 AM - 09:20 AM

ISMAC-838

An innovative optimized hybrid image compression approach for Wireless networks
Nalina S.B, Shreedhar A Joshi

09:20 AM - 09:40 AM

IAMAC-772

Examining the Impact of Public Statements by Influential Figures on Stock Market Volatility
Drishti Sharma, Amey Chavan

09:40 AM - 10:00 AM

ISMAC-563

Designing an Uncertainty-Aware Federated Learning (UA-FL) Framework for Multi- Modal Traffic Prediction Under Non-Recurrent Congestion Events
Jegadeesan S, Aswin Kumar S, Karthick G

10:00 AM - 10:20 AM

ISMAC-611

Convolutional Transformer based approach for aspect-based sentiment analysis on consumer product reviews
V Vamsi Krishna T, K.V. Krishna Kishore

10:20 AM - 10:40 AM

ISMAC-804

An Analytical Survey on Data Security and Privacy in Traffic Management System of Autonomous Vehicles
Nutan Deshmukh, Haridas D. Gadade

10:40 AM - 11:00 AM

ISMAC-802

AI-Based Smart Household Food Delivery Platform for Empowering Home Cooks and Consumers
P B Hari Krishna Singh Thakur, Sandeep Vemuri, Yunus Sheik, B Vinay Babu

11:00 AM - 11:20 AM

ISMAC-917

Multimodal AI Framework for Personalized and Health-Aware Cooking Recommendations
Soundarya M, P. Pooja Shree, Swarna Suganthi S

11:20 AM - 11:40 AM

ISMAC-790

Leveraging Transfer Learning with CNNs for Improved Paddy Disease Diagnosis
Gajalakshmi S, M. Sasikumar, K. Sivasakthi, S. P. Santhoshkumar, Sumesh Mohan, T. Nalini

11:40 AM - 12:00 PM

ISMAC-593

Lung Cancer Detection Using Deep Learning with DenseNet Architecture
Afrooz Khan, Kalpana Seelam, S. Tarun Sai, M. Pravalika, V. Eswar

12:00 PM - 12:20 PM

ISMAC-820

A Machine Learning and Language Model Framework for Agricultural Advisory: Crop, Disease, and Market Insights
R. Kavin Kumar, K. Supriya, Sreeja Kochuvila, Sunitha R.

12:20 PM - 12:40 PM

ISMAC-764

A Protocols and Architectures Machine learning and Network Internet of Things
A.Padma, G. Deepa, G.Narsimlu, B R Sreedhar, P. Suresh, M Amarnath

12:40 PM - 01:00 PM

Nepal Standard Time (NPT)
Session - 5 ➝ 02:00 PM - 04:00 PM
Parallel Session - 1 | Day 2: 09-October-2025

ISMAC-221

Smart Contract-Driven Security Architecture for IoT Healthcare Using Blockchain and Hashgraph
Desetti Tulasi ,Bhabendu Kumar Mohanta,N Nasurudeen Ahamed

02:00 PM - 02:20 PM

ISMAC-194

Machine and Deep Learning for Lung Disease Detection: Methods and Challenges
Krishnaraj Rao N S,Sanjeev Kulkarni,rdKrishnaraj Rao N S,Avinash N J,thKarthik K,Ravi Prakash B

02:20 PM - 02:40 PM

ISMAC-282

A Review of Privacy-Preserving and Information-Sharing Mechanisms with Efficient Data Mining in Big Data Frameworks
Ravi V. Mante,Prashant N. Chatur,Milind B. Waghmare,Nayan S. Thorat

02:40 PM - 03:00 PM

ISMAC-437

CareCrypt: A Secure Blockchain-Enabled IoT Framework for Privacy-Preserving Patient Monitoring
Nandhini M, Suganthi Evangeline C, Suresh Kumar V, P. Emmanuel Joy, Mohamed Thoufiq S, Jenice Aroma R

03:00 PM - 03:20 PM

ISMAC-300

A Hybrid Machine Learning Framework for Adaptive Quantum Communication Networks
M. Ramu

03:20 PM - 03:40 PM

ISMAC-225

Models Multimodal Emotion Recognition Using Audio–Visual Fusion with Emotion Shift and Conflict Detection
Dr.G.Saravanan,Dr. S. Ayyasamy,Dr. D.Sundaranarayana,Suresh A,N.Balaji,M.Senthil Kumar

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 5 ➝ 02:00 PM - 04:00 PM
Parallel Session - 2 | Day 2: 09-October-2025

ISMAC-347

Design Evolution and Kinematic Modeling of Swerve-Drive Robotic Platforms with Proposed Embedded and Electrical Architecture for Agricultural Applications
Joaquin Sebastian Mitta Velasquez,Josue Manuel Pareja Contreras,Eber Huanca Cayo

02:00 PM - 02:20 PM

ISMAC-201

CareerGenie: An AI - Driven Framework for Personalized Career Guidance
Alwin Infant P,Theertha N S

02:20 PM - 02:40 PM

ISMAC-408

Harnessing the Centripetal Force Model for a Healthcare Future using hybrid model
M.Srikanth

02:40 PM - 03:00 PM

ISMAC-409

A Hybrid Electromagnetic Induction and Machine Learning Framework for Digital Transformation
M.Srikanth

03:00 PM - 03:20 PM

ISMAC-315

Design and Simulation of High-Speed Quantum Reversible Carry Select Adders
Siri H H, Dinesha P

03:20 PM - 03:40 PM

ISMAC-289

Risk Stratification Framework for Pulmonary Arterial Hypertension Patient Management using LightGBM Model
Dr. V. R. Niveditha,Dr. R. Meenambigai,Om Chitha Swaaroop M S,Dr. B. Shadaksharappa,S Murugan,Dr. E Vanitha

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 5 ➝ 02:00 PM - 04:00 PM
Parallel Session - 3 | Day 2: 09-October-2025

ISMAC-411

AI-Powered Skill Gap Analyzer and Personalized Learning Path Generator
K. Santha Sheela, I. Shapna, R. Sanjana, ndswathi27@gmail.com

02:00 PM - 02:20 PM

ISMAC-285

Automated Detection of Grapevine Phenological Stages Using ResNet CNNs and RGB Images
Bharat Tidke ,Dr. R. Meenakshi ,Dr. R. Jagadeesh Kannan,Dr. R. Meenakshi ,Antro Sharon,S Sujatha

02:20 PM - 02:40 PM

ISMAC-572

Deep Learning with Vision Transformers for Robust Crack Detection in Images
S.Jency, Ramkumar G

02:40 PM - 03:00 PM

ISMAC-686

Design And Simulation of BMS Fault Detection in Lithium Ion Batteries Using Simulink
Balajapalli Venkata Satya Sriram Kumar,S. Poorn Chandra Rao,K. Kali Charan,Vasamsetti Arun Kumar

03:00 PM - 03:20 PM

ISMAC-200

Evaluating The Resilience of Hybrid Quantum AI Frameworks Under Computational and Scalability Constraints
K Sandhya Rani,Dr.T.Harikrishna,Dr Nalla Veerraju,Shobana Gorintla,Vipparla Aruna,Ruhisulthana Shaik

03:20 PM - 03:40 PM

ISMAC-256

Transformer-Based Approaches for Accurate Vulnerability Detection in Source Code
Dr. P Ashok Babu,Duba Upagna,Bandi Vaishnavi,Goteti Sri Sai Varun

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 5 ➝ 02:00 PM - 04:00 PM
Parallel Session - 4 | Day 2: 09-October-2025

ISMAC-488

A Survey of Force Estimation in Minimally Invasive Telerobotic Surgery
Sayali Deore,Dipti Durgesh Patil

02:00 PM - 02:20 PM

ISMAC-773

The Role of Fingerprint Analysis in Diagnosing Malocclusion: A Review of Dermatoglyphic Patterns and AI Integration
Ganesh Deshmukh, Ramachandra V. Pujeri, Mohit Kumar

02:20 PM - 02:40 PM

ISMAC-299

Multimodel Imaging for Early Detection of Alzheimer disease
Mrs.N.Kirthiga,Padamati Tarun Krishna,Amanchi Venkata ManiKanta,Konakanchi Brahmam,Amanchi Saiteja

02:40 PM - 03:00 PM

ISMAC-887

Text-Based Emotion Detection using BERT
Jeeva Santra G, Harshini Sri D, Ashok Kumar K

03:00 PM - 03:20 PM

ISMAC-868

Design and Implementation of a Centralized Placement Automation System for Campus Recruitment
Suchith V S, Mamatha G S

03:20 PM - 03:40 PM

ISMAC-118

Deep Learning Supported Analysis of Concrete Crack using Digital Images: A Study with Ensemble Features
Venkatesan Rajinikanth,Mathiyazhagan Narayanan

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 6 ➝ 04:00 PM - 05:30 PM
Parallel Session - 1 | Day 2: 09-October-2025

ISMAC-306

Renewable Energy Forecasting for Grid Stability and Optimization Using Support Vector Regression
Dr Shiva Prakash,Dr. Manikandan B,Dr.R.Meenakshi,Nilamadhab Mishra,Priya N,Dr. Monisha R

04:00 PM - 04:20 PM

ISMAC-293

IOT-BASED SMART POLE WITH AIR PURIFIER AND SOLAR CHARGING STATION
Mohammed Rafi M,,Sivasankaran J,Srinivasan S,

04:20 PM - 04:40 PM

ISMAC-219

Analyzing The Efficiency of Quantum Machine Learning Algorithms Against Classical AI Models in Large Scale Optimization
Pabbati Swathi,A.V.H Sai Prasad,Prakash Babu Pentamala,Mallula Praveen Kumar,Thatiparthy Pavani,Suresh Nalla

04:40 PM - 05:00 PM

ISMAC-598

Pronounce Pro- Automatic Pronunciation mistake detection system
G Florance, Sohan R Poojary, M Bharathi, Shashank R, Prajwal Raj A R

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 6 ➝ 04:00 PM - 05:30 PM
Parallel Session - 2 | Day 2: 09-October-2025

ISMAC-569

Stock Market Prediction Web Service Using Deep Learning
Nikitha J C, Sujindhar S G, Yashwanth Raj R, Niranjan Babu V P

04:00 PM - 04:20 PM

ISMAC-217

Adaptive Data Pipelines: A Cloud-Native Approach to Real-Time Analytics and Fault Tolerance
Hassan Rehan,Vamshi Krishna Venkataswamy,Pragya Keshap,Milan Parikh,P.Anusha,S.Nithya priya

04:20 PM - 04:40 PM

ISMAC-566

Electricity Price Prediction in sweden using different ML models: A comparative study
Batini Dhanwanth, Bhargavi Chadalawada, Divya Komati, Noufa Haneefa, Manish Doddamane Nagaraju

04:40 PM - 05:00 PM

ISMAC-427

A Self-Healing Wireless Mesh Network with AI-Assisted Fault Recovery for Disaster-Resilient Communication
Ayyanar Prasanna B, Harish A, J. Sivakumar

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 6 ➝ 04:00 PM - 05:30 PM
Parallel Session - 3 | Day 2: 09-October-2025

ISMAC-413

Predictive Analysis For Crop Yield Forecasting Using Machine Learning
Sindhu M, Vijaykumar P, Sujitha K C, Nisanth G, Mohanapriya K, Sathiya Jothi C

04:00 PM - 04:20 PM

ISMAC-528

GAN-BASED TECHNIQUES FOR GENERATING SYNTHETIC ATTACK DATA IN NETWORK INTRUSION DETECTION SYSTEMS
Nikhil Maddi, NagaTeja Neerukonda, Hemanth Venkata Reddy Telluri, Sai Kumar Mylavarapu, Jeevan Bodigam

04:20 PM - 04:40 PM

ISMAC-654

AI-DRIVEN PERFORMANCE PREDICTION IN HYBRID CLOUD WORKLOADS USING GRADIENT BOOSTING TECHNIQUES
Jeevan Bodigam,Sai Kumar Mylavarapu,Nikhil Maddi,Hemanth Venkata Reddy Telluri,NagaTeja Neerukonda

04:40 PM - 05:00 PM

ISMAC-406

A Real-Time AI-Driven Framework for Urban Hygiene Enforcement: A YOLOv8-Based System
Manikrao Dhore, Om Hase, Harshit Singh Jaswal, Yash Gutte, Om Durge

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 6 ➝ 04:00 PM - 05:30 PM
Parallel Session - 4 | Day 2: 09-October-2025

ISMAC-119

Image Segmentation Framework for Solar Panel Detection using Drone Collected Images
Venkatesan Rajinikanth,Mathiyazhagan Narayanan

04:00 PM - 04:20 PM

ISMAC-873

AI-Powered Precision Agriculture Optimizing Crop Yield Through Machine Learning and IoT
Anseena Anees Sabeena, Arif Ahmed Sizan, Jannatul Ferdousmou, Mahafuj Hassan, Durga Shahi

04:20 PM - 04:40 PM

ISMAC-642

Evaluating Human AI Collaboration Through Survey Based Random Forest Approach
Subir Gupta, Joyjit Patra, Monalisa Chakraborty, Pham Quang Huy, Duc_Tan Tran

04:40 PM - 05:00 PM

ISMAC-889

Advanced Cyber Attack Analysis with DNS: A Machine Learning Approach for Threat Detection and Classification
Sajib Debnath, Sakera Begum, Kamana Parvej Mishu, Mohammad Tahmid Ahmed, Md Ismail Jobiullah

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 7 ➝ 09:00 AM - 01:00 PM
Parallel Session - 1 | Day 3: 10-October-2025

ISMAC-574

System Architecture of AI-Powered Gesture-Controlled Cobots for Patient Support and Elderly Care
Ritika Nemade, Dipti Durgesh Patil

09:00 AM - 09:20 AM

ISMAC-543

MDP and Multi-Agent Reinforcement Learning for Autonomous Resource Management in Blockchain-Powered Edge Networks
Bhavya Kadiyala, Chaitanya Vasamsetty, Subramanyam Boyapati, Winner Pulakhandam, Rajermani Thinakaran, Revathi Sundarasekar

09:20 AM - 09:40 AM

ISMAC-693

Analysis of Frequency Selective Surface for 5G IRS
Dr.K Ramasamy,Dr.Sapna B A,P Kalaivani,Akalya S,Prasanth A,Niroshini A

09:40 AM - 10:00 AM

ISMAC-678

Gated Recurrent Network towards Multimodal Emotion Recognition and Classification along Strategic Feature Fusion
R. Hariharan,D.Anto Maria Gideon

10:00 AM - 10:20 AM

ISMAC-697

Design and Simulation of Stable FSS for 5G IRS Application
Sri Jagannath KP Kalaivani,Dr.K Ramasamy,Dr.Sapna B A,Tharshini M,Sri Jagannath K,Udhai Subasree P

10:20 AM - 10:40 AM

ISMAC-692

Energy-Efficient Iot Networks: Optimizing Sensor Performance For Sustainability
K Sandhya Rani,V S N Murthy,Chalasani Suneetha,DAMALA OBULESU,G Sankar,Nalla Veerraju

10:40 AM - 11:00 AM

ISMAC-308

Predictive Analytics for Wind Turbine Energy Output Optimization Using Machine Learning
D.P.Sangeetha,S Murugan,Dr.R.Meenakshi ,Dr.R.Meenakshi ,Dr.R.Aiyshwariya Devi,Dr.R.Aiyshwariya Devi

11:00 AM - 11:20 AM

ISMAC-550

IoT-Integrated Multi-Task Deep Learning Models for Simultaneous Detection of Multiple Diseases in Radiographic Images
Sai Kumar Mylavarapu, Hemanth Venkata Reddy Telluri, Jeevan Bodigam, NagaTeja Neerukonda, Nikhil Maddi

11:20 AM - 11:40 AM

ISMAC-246

A Smart health diagnostic Monitoring system
Uttam Acharya,Vivek Kamath,Sagar Acharya,Ashish U Kotian,Mr. Avinash N J

11:40 AM - 12:00 PM

ISMAC-544

A HYBRID ANOMALY DETECTION METHOD FOR E-COMMERCE FRAUD DETECTION INTEGRATING ISOLATION FOREST, AUTOENCODERS, AND XGBOOST CLASSIFIER
Hemanth Venkata Reddy Telluri, Nikhil Maddi, NagaTeja Neerukonda, Jeevan Bodigam, Sai Kumar Mylavarapu

12:00 PM - 12:20 PM

ISMAC-548

Optimizing Predictive Models Using XGBoost and Hyperparameter Tuning for Real-Time Analytics in Financial Markets
NagaTeja Neerukonda, Jeevan Bodigam, Sai Kumar Mylavarapu, Nikhil Maddi, Hemanth Venkata Reddy Telluri

12:20 PM - 12:40 PM

ISMAC-295

Design and Simulation of Security Algorithm (ECC) using Verilog for IOT Applications
Varun Raj C.R,Shobha K.R

12:40 PM - 01:00 PM

Nepal Standard Time (NPT)
Session - 7 ➝ 09:00 AM - 01:00 PM
Parallel Session - 2 | Day 3: 10-October-2025

ISMAC-571

Hybrid Framework for Breast Cancer Classification Using Deep Feature Extraction and Chebyshev Fossa Optimization based Feature Selection
Saravanan Elumalai, Surendran R

09:00 AM - 09:20 AM

ISMAC-191

A Novel Explainable Machine Learning Framework for Predicting Air Crash Severity in Imbalanced Crash Datasets for Enhancing Aviation Safety
Ancy Mergin A,Likhith S,Rithik Raj

09:20 AM - 09:40 AM

ISMAC-537

A Revolutionary Next Generation Video Conferencing Application
Arockia Raj Y, Ravikumar S, Eugene Berna I, Vimalan M, Kirubasri G, Priya V

09:40 AM - 10:00 AM

ISMAC-156

Facial Expression-Based Group Attention Monitoring Using Emotion Transformer Network with HBO
V. Suganthi,Dr. K. Sharmila

10:00 AM - 10:20 AM

ISMAC-433

HYPER RAIL: Partial Vacuum-Powered Railway
Sujitha S, K Jagan, Noor Zoya, R Gagana, Thavanya Maria Singh

10:20 AM - 10:40 AM

ISMAC-223

Fingerprint Based Gender Classification and Blood Group Detection
Vaishali Savale,Sharvari Savardekar,Shridhar Sarda,Shivanand Satao,Aryan Pungale

10:40 AM - 11:00 AM

ISMAC-322

Smart Gesture-Controlled Virtual Mouse (Hand & Eye Recognition)
M R Vishnu Priya,G Ganesh,S Hari,E V S Krishna prasad,T Ramana

11:00 AM - 11:20 AM

ISMAC-254

Performance Evaluation of BERT and LLaMA for Intelligent Resume Screening
Prasana Venkatesh JAnand M S,Indira K,Raja Lavanya L

11:20 AM - 11:40 AM

ISMAC-499

Multi-Modal Deep Learning Framework for Early Osteoporosis Prediction (MMDL-OP)
Thulasi.M,Thulasi.M

11:40 AM - 12:00 PM

ISMAC-356

Machine Learning-Based Prediction of Heart Attack Risk: A Data-Driven Approach
PREETY SINGH,K N D Saile,Sayeedakhanum Pathan

12:00 PM - 12:20 PM

ISMAC-673

Deep Learning-Based Multi-Modal Fusion for Brain Tumor Detection
Ayain John, Tejas K, Sagar S, Gourav Gargey N R,Venkatadri V

12:20 PM - 12:40 PM

ISMAC-391

Dynamic Inductive Charging for EV Applications
Polu Srinivas, Mohammed Mujahid Irfan, Chandan Kumar Shiva, P. Chandra Sekhar

12:40 PM - 01:00 PM

Nepal Standard Time (NPT)
Session - 7 ➝ 09:00 AM - 01:00 PM
Parallel Session - 3 | Day 3: 10-October-2025

ISMAC-442

A Hybrid MySQL–Blockchain Architecture for Decentralized Data Integrity and Secure Healthcare Information Systems
V P Leena, K Sudhir, B Harish, R Gautham4, R Kishore, R Karthick

09:00 AM - 09:20 AM

ISMAC-439

A Multi-Modal Data Fusion Framework for Real-Time Detection of Missing Children and Human Trafficking Using AI-Driven Analytics
S Sakthi Vinayagam, X Leena Miriam, P Abijith, H Dhiraj, K R Hridhya, A Amith

09:20 AM - 09:40 AM

ISMAC-797

IoT-Integrated Deep Learning Framework for Automated Plant Disease Diagnosis and Intelligent Crop Management
S Sandhya, G Saravanan A Mohammed Arshak Jasem3 R Vikash, J Jeya Melbin, K Nanthakumar

09:40 AM - 10:00 AM

ISMAC-268

Enhancing of system: Monitoring with Generative type AI with IoT support
Mohanraj T

10:00 AM - 10:20 AM

ISMAC-590

Fusing Dark Web NLP and DAPT2020 Telemetry for Multimodal Cyber Threat Intelligence
Vishal R, Vishwa M, Tharun M, Jinsha Lawrence

10:20 AM - 10:40 AM

ISMAC-641

Detecting Image Splicing Forgery Using a CNN with LIME-Based Explainability
Aruna S, Surabhi Narayan, Anush G R

10:40 AM - 11:00 AM

ISMAC-737

SMART EV CHARGING SYSTEM : MULTI-SOURCE INTEGRATION WITH GSM BASED MONITORING ALERTS
HARSHINI A, YASHASWI SUNKARNENI, LOKESH VARMA P, K N V Khasim

11:00 AM - 11:20 AM

ISMAC-441

SecurePass: Password Strength Analyzer and Brute-Force Simulation Tool
J Arun, X. Leena Miriam, Poola Bhanu Prakash Reddy, Saareddy Lokeswar Reddy, Pakanati Bhargav Reddy, Beeram Sravan Kumar Reddy

11:20 AM - 11:40 AM

ISMAC-834

VibeMatch: A Federated Hybrid Recommender System Using CNN-based Emotion Recognition
Hemlata Parmar, Arnav Agarwal, Armaan Sinha, Shwetabh, Utsav Krishan Murari

11:40 AM - 12:00 PM

ISMAC-325

Semantic-Structural Microservices Decomposition:Unifying Graph Neural Networks and Large Language Models for Multi-Objective Software Architecture Transformation
Jay Nanavati,Sanskruti Patel,Unnati Patel

12:00 PM - 12:20 PM

ISMAC-146

Improving Brain Tumor Classification Through Advanced Image Enhancement Techniques
Radhika Sethuraman,Gururama Senthilvel P, Padmakala S

12:20 PM - 12:40 PM

ISMAC-589

Efficient Anomaly Detection in Hyperspectral Imagery Using a Lightweight CNN with Residual Learning and Non-Central Convolution
Shalini M, Naveen C, Karthick R, Manojkumar P

12:40 PM - 01:00 PM

Nepal Standard Time (NPT)
Session - 7 ➝ 09:00 AM - 01:00 PM
Parallel Session - 4 | Day 3: 10-October-2025

ISMAC-484

Nifty Movement Prediction Using Comprehensive Data Model Based On Nifty Option Chain Data
Dr. Savan Patel,,Dr. Savan Patel,Sendha Desai,Vidhey Detroja

09:00 AM - 09:20 AM

ISMAC-581

Adaptive Task Offloading with Energy Security Trade-Offs in Edge-Cloud Systems
R. Hariharan, S Nithis Kumar, S Rajasekaran, M Ravi Varma

09:20 AM - 09:40 AM

ISMAC-885

XAISIF: Explainable and Semantic-Aware Artificial Intelligence Framework for Reliable Decision-Making in Low-Power Edge IoT Devices
Paritosh Kumar Yadav, Sudhakar Pandey, Mohanish Vaide

09:40 AM - 10:00 AM

ISMAC-511

A Smart QR-Enabled Drug Dispensing System with Real-Time Monitoring and Embedded Intelligence
D.Ragapreeti. R.Rajesh kumar, M. Padma Priya, R.Pavaiyarkarasi, B.Poojithaa, Pulagam Kundana Sree

10:00 AM - 10:20 AM

ISMAC-738

Artificial Intelligence-Based Exam Proctoring Device Using Transformers
Shanmuganathan V, Pranjal Babel, Pratik Raj, Chavan Sushant Sopan

10:20 AM - 10:40 AM

ISMAC-243

Evaluating SentiWordNet for Sentiment Analysis of Product Reviews in E-Commerce
Priyanka V Deshmukh,Aniket K Shahade

10:40 AM - 11:00 AM

ISMAC-861

AI-Driven Gesture Recognition System for Inclusive Communication in D&M Communities
N. Ramya Devi, V.V.Karthikeyan, Banumathi.A.C, Kalaivani T, Anitha G, Revathi.K

11:00 AM - 11:20 AM

ISMAC-516

Adaptive Emotion Recognition from Facial Dynamics Using Frame - Based Deep Networks within Social Computing Models
A. Aysha, Maruthaveni

11:20 AM - 11:40 AM

ISMAC-845

Need Sign: Empowering Communication for Patients with Stroke, Paralysis, and Neuromuscular Disorders through Finger Movements
Yashkit Jain, Vivaan Agarwal, Amey Chavan

11:40 AM - 12:00 PM

ISMAC-190

COMPARATIVE ANALYSIS OF CLASSIFICATION MODELS FOR STROKE PREDICTION USING MACHINE LEARNING ALGORITHMS
Mr. F. Mohammed Arshad,Dr. K. Sharmila

12:00 PM - 12:20 PM

ISMAC-34

Addressing Security and Privacy Challenges in Cloud-Based HCI Systems for Sensitive Personal Data Processing
Joel Osei-Asiamah, Akash Daulatrao Gedam, Rahul Pradhan, Sajiv G, Markhamat Khaydarova, Alamelu alias Rajasree. S

12:20 PM - 12:40 PM

ISMAC-724

CorneaNet: A Deep Learning Framework for Explainable and Early Detection of Keratoconus from Multimodal Corneal Tomography
Deepa. R, R. Niruban, S. Ebenazer Roselin

12:40 PM - 01:00 PM

Nepal Standard Time (NPT)
Session - 8 ➝ 02:00 PM - 04:00 PM
Parallel Session - 1 | Day 3: 10-October-2025

ISMAC-280

Design Methodology and Verification of Standard Cell Libraries for Scalable ASIC Implementation of Inverter and Inverter Delay circuit
Dr. Durga Prasad,Sahana,Lavanya B L

02:00 PM - 02:20 PM

ISMAC-284

Predictive Maintenance in Underground Mining with Isolation Forest for Anomaly Detection
Dr. S. Muthumarilakshmi,S. Murugan,D. P. Sangeetha,S P Vimal,Hebzibah M,Sathishkumar V E

02:20 PM - 02:40 PM

ISMAC-326

SMART OBJECT DETECTION WITH AUDIBLE NAVIGATION FOR THE VISUALLY IMPAIRED
Maheswari S, Mangai S, Praveen Periyasamy, Kiruthiga Sree M, Abishek J, Balaji S

02:40 PM - 03:00 PM

ISMAC-687

Automated Classification of Alzheimer’s Disease based on Structural MRI using Vision Transformer
Malathi Rani D,Arun Sekar Rajasekaran,Ramkumar N,Kiran Kumar G,Nandipati Abhitesh

03:00 PM - 03:20 PM

ISMAC-538

Cloud File Optimizer
Shrinivasa, Manjunatha A S

03:20 PM - 03:40 PM

ISMAC-682

Leveraging Quantum Computing for Scalable Fraud Detection in Digital-to-Cash Conversions
.Merrin Prasanna,Katuri Keerthi Naidu,D.S.Chandra Mouli,Daggolla Ramachandra,Toka Hari kala,Eri Ramesh

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 8 ➝ 02:00 PM - 04:00 PM
Parallel Session - 2 | Day 3: 10-October-2025

ISMAC-286

Adaptive Environmental Control for Space Habitats Using Proximal Policy Optimization
Bharat Tidke ,Dr. S. Omkumar,S P Vimal,V G Sivakumar,Dr. Monisha R,T. R. GaneshBabu

02:00 PM - 02:20 PM

ISMAC-307

Classifying BMW Car Sales Patterns with Recurrent Neural Networks
Sree Southry S,Dr.P.Sasikala,Dr. B. Shadaksharappa,Dr.E.Uvarani,S Sujatha,Ranjini K

02:20 PM - 02:40 PM

ISMAC-595

Advanced Segmentation Models for Identifying Genetic Disorders in Facial Phenotypes Using Deep Learning And U-Net++ Architecture
Rupali Amit Bagate, Naresh, Pragati Mahale, B.Prasanthi, Kota Venkateswara Rao, G.Naga Rama Devi

02:40 PM - 03:00 PM

ISMAC-596

HYBRID DEEP LEARNING MODELS FOR CERVICAL CANCER SCREENING USING COLPOSCOPY IMAGES AND IOT-BASED REAL-TIME MONITORING
Rupali Amit Bagate, M.Madhavi Latha, B.Prasanthi, P.Naresh, Sudhashree Sundaresan, Pannangi Rajyalakshmi

03:00 PM - 03:20 PM

ISMAC-699

Face Recognition Based Interest Identification Using LSTM Approach for Enterprise Communication Platform Video Grade
Ashis Kumar Mohapatra

03:20 PM - 03:40 PM

ISMAC-664

A SOPHISTICATED CLASSIFIER FOR MALICIOUS URL DETECTION
Lahari Nagumothu , Dr. Nazimunnissa

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 8 ➝ 02:00 PM - 04:00 PM
Parallel Session - 3 | Day 3: 10-October-2025

ISMAC-726

Automatic detection and classification on diabetic foot ulcer using deep learning methods: a comparative study
Rajendran Sivakumar

02:00 PM - 02:20 PM

ISMAC-787

A comparative studies on Classification of Ovarian Cancer from Medical Imaging using Deep learning methods
Rajendran Sivakumar

02:20 PM - 02:40 PM

ISMAC-691

Blockchain-Enabled IoT Framework for Enhancing Healthcare Data Security and Privacy
Venkateswaran S,Vijayaraj N

02:40 PM - 03:00 PM

ISMAC-674

Smart Agricultural Robotics: A Comprehensive Review of Developments in Automated Fruit Harvesting
Pranjal Kotkar,Dipti Durgesh Patil

03:00 PM - 03:20 PM

ISMAC-879

ParkSense: Intelligent Lane Detection, Slot Management, And Real Time Vehicle Tracking
Keerthi Sree Rudra, Harish Babu Gade, Shivani Sakinam

03:20 PM - 03:40 PM

ISMAC-874

Kinetic Energy Harvesting for Smart and Sustainable Cities using IoT
Shivani Sakinam, Keerthi Sree Rudra, Vaishnavi Akkiraju, Harish Babu Gade

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 8 ➝ 02:00 PM - 04:00 PM
Parallel Session - 4 | Day 3: 10-October-2025

ISMAC-591

Optimized Resource-Aware Virtual Machine Scheduling in Cloud Environments
R. Hariharan, S Nithis Kumar, S Rajasekaran, M Ravi Varma

02:00 PM - 02:20 PM

ISMAC-619

Beyond the Game: Investigating Gamification Models to Enhance Digital Learning in STEM and AI Education
Vernika Singh, Saurabh Chandra, Siri Dayanand, Rohit Raj, Prashant Bimal Jha

02:20 PM - 02:40 PM

ISMAC-599

Secure IoT-Cloud Architecture Using Hybrid Cryptography and Machine Learning for Threat Prediction and Data Protection
R.Yuvarani, R. Balamanigandan, S.Logasakthivel

02:40 PM - 03:00 PM

ISMAC-498

Speech-to-ISL Conversion using Transformer-based NLP and MediaPipe Avatar Animation
Deepthi P,Bhvaneshwari M,Jananee V

03:00 PM - 03:20 PM

ISMAC-497

Personalized Itinerary Generation in Smart Tourism - Insights from Leading Research and Applications
Florance G,Gopi Hemanth,Kavya L

03:20 PM - 03:40 PM

ISMAC-542

IoT-Enabled Multi-Mode Smart Helmet for Real- Time Worker Safety and Health Monitoring
B.Gokulavasan, Barani Priyadharshini A, Durganandhini V, Kalpaka SG, Kavinaya S

03:40 PM - 04:00 PM

Nepal Standard Time (NPT)
Session - 9 ➝ 04:00 PM - 05:30 PM
Parallel Session - 1 | Day 3: 10-October-2025

ISMAC-330

Hybrid DRL and QUBO-Based Optimization Framework for High-Performance Computing
N.Logamithra,K.Indira

04:00 PM - 04:20 PM

ISMAC-679

QNN-IDS: A Quantum Neural Network Framework for Intelligent Intrusion Detection
S. Mirdula,Mr.S.Yuvaraj,K. Priyadharshini,Dr.B. Ramasubramanian,D.Gayathri,S.Yamuneswari

04:20 PM - 04:40 PM

ISMAC-334

Design and Evaluation of Low-Power Approximate Multipliers in Real-Time Image Applications
Harichandra Prasad Satti,Praveen Kothapalli

04:40 PM - 05:00 PM

ISMAC-134

Dust-Induced Light Loss (DILL): An IoT System for Monitoring PV Panel Dust
Md Shahriar Kabir,S. M. Imrat Rahman,Satabdi Devi,Nayeema Ferdous,Md. Ismail Hossain Mofazzol,Md Lion Ahmmed

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 9 ➝ 04:00 PM - 05:30 PM
Parallel Session - 2 | Day 3: 10-October-2025

ISMAC-741

A Hybrid Neural Network and Heuristic Based Scheduler for Realtime Systems
Premkumar Balani, Apurva Shah

04:00 PM - 04:20 PM

-

Solving Complex NP-Hard Optimization Problems in IoT Networks via Advanced Harmony Search Techniques
Mingcan Qin, Tengsijia Zhang

04:20 PM - 04:40 PM

ISMAC-715

Maternal Health Risk Factors Prediction Analysis by Ensemble Machine Learning Algorithm
Dilip Kumar Das, Suman Chowdhury

04:40 PM - 05:00 PM

ISMAC-701

Forecasting and Interpreting Inflation Trends: A Machine Learning Framework for Consumer Price Index Analysis
T. Aditya Sai Srinivas, K. Dora Babu, M. Ramu, I.V. Shashikala, S. Rakshitha, H.B. Varshini

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 9 ➝ 04:00 PM - 05:30 PM
Parallel Session - 3 | Day 3: 10-October-2025

ISMAC-245

Machine Learning for Advanced Islanding Detection in Distribution Systems
Samiksha K. Shahade,Anjali U. Jawadekar,Aniket K. Shahade

04:00 PM - 04:20 PM

ISMAC-806

TremorGrip: A Wearable Multi-Sensor System for Gamified Tremor Rehabilitation and Real-Time Progress Assessment
Prakhar Mishra

04:20 PM - 04:40 PM

ISMAC-705

Design and Development of a 3DOF ADCS Simulation Testbed with Automatic Balancing Control for CubeSats
Josue Manuel Pareja Contreras, Brayan Espinoza-Garcia, Rayner Montes de Oca, Eber Huanca Cayo

04:40 PM - 05:00 PM

ISMAC-815

A Comprehensive Review of Fraud Detection in UPI Payment by Machine Learning and Deep Learning Approaches
Varsha Sujeet Pimprale, Haridas D. Gadade

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)
Session - 9 ➝ 04:00 PM - 05:30 PM
Parallel Session - 4 | Day 3: 10-October-2025

ISMAC-609

SmartCattle360: Intelligent Livestock Monitoring & Management System
Sanjai K R, Sukesh S, M. Tamilarasi

04:00 PM - 04:20 PM

ISMAC-184

A Perspective Review on the Importance of 6G Networks and its Key Requirements for Future Technology
A. Lakshmi Syamala,K. Bhanu Sri,Sk. Sameena,Dr. J. Vijitha Ananthi

04:20 PM - 04:40 PM

ISMAC-1001

A Novel LLM-Based Framework for Kids Nutrition Recommendations
Dinesh Veera Bhargav A,Senthil Kumar Thangavel,Kuladeep Reddy Chappidi,Veluri Pavan Vignesh,Abhiram Bikkina,Palanisamy T

04:40 PM - 05:00 PM

ISMAC-1012

VISUAL IMAGE SIMILARITY INTERPRETATION APPROACH FOR DETECTION OF PHISHING SITES WITH EXPLAINABLE AI
Keerthana B P,Aparna Siva,Karthikeyan D,T Senthilkumar, N.prabhu,Honnesha Eppala

05:00 PM - 05:20 PM

Nepal Standard Time (NPT)