Presentation Schedule

DAY 01

03 June 2026

09:30 AM – 10:30 AM
Inauguration & Keynote Talk
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 02

04 June 2026

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 03

05 June 2026

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 Details ⤅
Presentation Time
20 Minutes
Presentation Format
PPT (PowerPoint)

Session – 1 | Parallel Session – 1

Day 1 – 03 June 2026
10:30 AM – 01:00 PM
ICIRCA-035
10:30 AM – 10:50 AM
Research Query Nest: A Rag-Enhanced Insightbot for Research and Development Queries
T. Padma, C. Sreedharan, R. Hari Pradhap
ICIRCA-023
10:50 AM – 11:10 AM
Image Segmentation based Glaucoma Detection of Retinal Images
D.Gokulavani, E.Vaidegi, G.Revathi, Priscilla Whitin, N.Kavitha
ICIRCA-026
11:10 AM – 11:30 AM
AI Interviewer: A Multimodal AI-Driven Virtual Mock Interview Platform using Real-Time Avatar Simulation and Automated Behavioural Analytics
Varun Dogra, Vasudha Pandey, Deeksha Nayer, Kambapu Sai Srinivasa Reddy, Karan Kapuria
ICIRCA-028
11:30 AM – 11:50 AM
Federated Learning-Enabled Resource Management for 5G Edge Networks with Privacy Preservation
T. Viswanath Kani, Dr.V.Mani, Gowri Manohari R, Dr.R.Suresh, S.Ramya, Dr.V.Chandrasekaran
ICIRCA-039
11:50 AM – 12:10 PM
Optimization of Solar Energy Conversion using Deep Learning–Assisted MPPT and Hybrid Multilevel Inverter Architecture
Subramani M, Ravi V, Vasanthi A, Divyapriya N, Kamalesh V, Sasidharan S
ICIRCA-040
12:10 PM – 12:30 PM
A Unified CNN–Transformer–based Multi-Modal Framework for Deepfake and AI-Generated Social Engineering Attack Detection
B.K BanuPriya, Dr.A.Usha Ruby
ICIRCA-036
12:30 PM – 12:50 PM
AI Frameworks for Detection of Diabetic Retinopathy: A Comprehensive Review
Navjot Kaur, Deepshikha, Shaveta Gupta, Navneet Malik, Jimmy Singla

Session – 1 | Parallel Session – 2

Day 1 – 03 June 2026
10:30 AM – 01:00 PM
ICIRCA-022
10:30 AM – 10:50 AM
Seven Level Inverter Machine Learning based Fault Prediction using MATLAB
Karthiga.C, Pavithra A, N.Kavitha, A.Agalya, Priscilla Whitin
ICIRCA-053
10:50 AM – 11:10 AM
Deep Learning–based Image Analysis for Smart Pavement Systems with Real-Time Pothole Localization
Dr.M.Jaiganesh, Bodla. Ashwin Kumar, Harini M, Narmitha V, A.Anushini, Munirathinam E
ICIRCA-031
11:10 AM – 11:30 AM
GrowWise SME: An AI-Driven Financial Advisory and Growth Support System using NLP
Rekha M, Aashida S, Amirtha A, Kamala Vasanthi S, Moulini S
ICIRCA-020
11:30 AM – 11:50 AM
A Modern Approach for Hand Gesture Recognition using MobileNetV2 Model
Dr. J. Mala, Harihara Sudhan T, Manoj S, Praneeshwaren S
ICIRCA-018
11:50 AM – 12:10 PM
A Self-Evolving Cloud Architecture for Academic Result Management with Autonomous Scaling and Deployment Intelligence
Dhivya P, Narayanan V, Raja Velu M, Vinoth Kumar G, Sundara Moorthy M
ICIRCA-075
12:10 PM – 12:30 PM
Comparative Analysis of Traditional, Machine Learning, and LLM-based Data Preprocessing Methods
Vishwatej Reddy Anugu, Jimmy Singla
ICIRCA-080
12:30 PM – 12:50 PM
BharatPII Shield: An Intelligent System for Real-Time Detection and Protection of Indian Personally Identifiable Information
Dr. P Naresh, Samarth Kushwaha, Sevanth Prabudh, Smriti Sanjay Eligar, V Nethravathi, K Radhika

Session – 1 | Parallel Session – 3

Day 1 – 03 June 2026
10:30 AM – 01:00 PM
ICIRCA-055
10:30 AM – 10:50 AM
Medorc: A Digital-Twin-Driven Framework for Real-Time Health Data Orchestration and Decision Support
P. Dhivya, J. Ilakkiyan, E. Manikandan, A. Joseph Abraham
ICIRCA-060
10:50 AM – 11:10 AM
Transformer-based NLP for Early Risk Prediction of Postpartum Depression from Maternal Textual and Voice Data
Dharani S, Suganya T S
ICIRCA-015
11:10 AM – 11:30 AM
ReefHealthNet: Turbidity-Aware CNN–ViT Fusion for Coral Health Grading
Benedict Rejones W, Jenefa Archpaul, Antony Taurshia, Vidhya.K, T.M. Thiyagu, Catherine Joy R
ICIRCA-076
11:30 AM – 11:50 AM
Distributed Denial of Service Anomaly Detection in Software Defined Networks using Machine Learning and Deep Learning Techniques
Dr. Santosh Kumar B, Vidya Bai S B
ICIRCA-084
11:50 AM – 12:10 PM
Dynamic Hysteresis Band Adjustment for Switching Frequency Stabilization in Grid-Integrated Photovoltaic Systems
Ponrekha M, Sabeesh J, Roghan Kumar P, Somesh Kanna S R, Athithyan T
ICIRCA-057
12:10 PM – 12:30 PM
Machine Learning-based Prediction of Autism Spectrum Disorder using Neuroimaging Data
Gopal Deshmukh, Snehal Lokhande, Dhanashree Petare, Rajesh Mahajan, Arya Kulkarni
ICIRCA-097
12:30 PM – 12:50 PM
Lightweight Deep Learning Architectures for Diabetic Retinopathy Detection with Cross Dataset Validation
G. Siva Sankar Varma, K. Rajkumar, Dr. V. Malathy

Session – 2 | Parallel Session – 1

Day 1 – 03 June 2026
02:00 PM – 04:00 PM
ICIRCA-081
02:00 PM – 02:20 PM
Oncoscope: AI-Powered Platform for Brain Tumor Detection
Rehan T Raj, Rinil Johns, Reema Maria Suresh, Nehala Noushad, Anishamol Abraham
ICIRCA-025
02:20 PM – 02:40 PM
Two-Step Validation for Causal Inference in Observational FinTech Studies
Jebaraj Vasudevan
ICIRCA-029
02:40 PM – 03:00 PM
Blockchain-Based Verifiable Credentials for Secure One-Click Academic Certificate Verification
Sreelakshmi Sudeeksha Medarametla, Uppalapati Harshita, Padakala Anand Kumar, Puvvada Mithil, Anil Kumar Pallikonda, Manasa Yarrarapu
ICIRCA-024
03:00 PM – 03:20 PM
Hierarchical Cyberbullying Detection using a Two-Stage Deep Learning Architecture
Sudhir S, Dr. Ajanthaa Lakkshmanan, Mukil S E
ICIRCA-001
03:20 PM – 03:40 PM
Comprehensive Analysis of Foot Pressure Patterns in Soccer Players
Benson Paul, Porchelvan P, B. Muthukumar, Bhuvaneswari.M
ICIRCA-041
03:40 PM – 04:00 PM
Multivariate LSTM-based Remaining Useful Life Prediction for Intelligent Battery Management Systems
Ravi V, Vasanthi A, Ramesh S, Inbaarasan L, Vasuki S, Aakash M R

Session – 2 | Parallel Session – 2

Day 1 – 03 June 2026
02:00 PM – 04:00 PM
ICIRCA-027
02:00 PM – 02:20 PM
Transformer-based Deep Learning for Massive MIMO Beamforming in 5G Networks with High-Mobility CSI Prediction
Dr.P.Ramakrishnan, Dr. C M Kalaiselvi, Abdul Samad Mohammed, SwaminathanSethuraman, Dr.G.Uma, G.Sivapriya
ICIRCA-085
02:20 PM – 02:40 PM
Automatic Descriptive Answer Evaluation using TF-IDF–based Semantic Similarity and Machine Learning Regression
P.V Sateesh Kumar, Bopparaju Suhitha, Yamparala Lavanya, Banka Premsagar
ICIRCA-019
02:40 PM – 03:00 PM
Hybrid Privacy-Preserving Federated Learning using Differential Privacy and Homomorphic Encryption for Healthcare IoT
Ramya B, Velliangri S
ICIRCA-098
03:00 PM – 03:20 PM
Federated Data Science Architecture for Privacy-Preserving Distributed AI in Smart Environments
Shreekant Salotagi, Swasthika Jain T J, Kerrnalli Sudarshana, Tanvir H Sardar, Sridhar. S K
ICIRCA-181
03:20 PM – 03:40 PM
MLA-BAFL: Secure and Efficient Task Scheduling in Multi-Cloud IoT Systems
Gotte Ranjith Kumar, Pappula Kranthi Kiran, Santhosh Kumar Medishetti, Vishwesh Nagamalla, Makarand Mali, Kuwar Raghvendra Singh
ICIRCA-148
03:40 PM – 04:00 PM
Assessing Optimal Cough Acoustic Features for COPD and Asthma Classification using Machine Learning
Naveenkumar Vodnala, Pratapreddy Lankireddy, Padmasai Yarlagadda

Session – 2 | Parallel Session – 3

Day 1 – 03 June 2026
02:00 PM – 04:00 PM
ICIRCA-089
02:00 PM – 02:20 PM
An Adaptive Radiomics-Guided Spatial Clustering Framework for Lung Tumor Segmentation from CT Images
Ganga Priyadarshini M, Muneeswaran V, Dheepak S
ICIRCA-091
02:20 PM – 02:40 PM
Design and Performance Evaluation of a Hybrid Reversible Logic and CMOS based 32-Bit Arithmetic Logic Unit for Low-Power Biomedical Applications
Muneeswaran V, Vaishna Devi G
ICIRCA-088
02:40 PM – 03:00 PM
An Integrated Deep Learning Framework for Traffic Sign Recognition with Symbol and Text Interpretation
Gurpreet Kaur, Gourav Bathla
ICIRCA-086
03:00 PM – 03:20 PM
CSDTab-ID: A Cross-Scale Difficulty-Aware Tabular Transformer for Robust Network Intrusion Detection
Maanasa M C, Aparna Ashok
ICIRCA-059
03:20 PM – 03:40 PM
Vision Transformer–Guided Metaheuristic Learning for Night Jasmine Leaf Disease Detection with Explainable Decision Map
Grace Thabitha.J, Ponnusamy.R
ICIRCA-058
03:40 PM – 04:00 PM
A Low-Cost EEG Artifact-based Brain-Computer Interface for Wheelchair
Daksh Birthariya, Jalaluddeen Akbar, Abhinav Chandra Nair, Bulent Yilmaz

Session – 3 | Parallel Session – 1

Day 1 – 03 June 2026
04:00 PM – 05:30 PM
ICIRCA-046
04:00 PM – 04:20 PM
GradeX: A Multimodal AI System for Automated Student Answer Evaluation
Siddhartha Sai Venkat Y, Pathivada Harshavardhan, Sasanam Mohit, Syed Latheef Ahmmad, Dr. J. Rama Devi, Dr. B. Manasa
ICIRCA-090
04:20 PM – 04:40 PM
An Explainable Ensemble Machine Learning Framework for Risk Prediction in Hybrid Project Management with Intelligent Decision Support
Antony Prabu M, Dr. Ganesh Kumar S
ICIRCA-048
04:40 PM – 05:00 PM
TalkHub: A Secure Web-based Career Guidance and Mentorship Platform using ReactJS and Firebase
M. Kanniga Parameshwari, CR. Kamalesh, Harish V, Sudhir R, Dharini S, Ajai S
ICIRCA-047
05:00 PM – 05:20 PM
Consensus-based Automated Task Verification using Large Language Models
M. Kanniga Parameshwari, Sudhir R, Surya S, Surya J, Divyadharshni G, Dharshini S

Session – 3 | Parallel Session – 2

Day 1 – 03 June 2026
04:00 PM – 05:30 PM
ICIRCA-087
04:00 PM – 04:20 PM
Explainable Credit Risk Assessment using Graph Neural Networks and Synthetic Data Augmentation
Hridhu P, Roshitha B Nair, Sangeetha J
ICIRCA-197
04:20 PM – 04:40 PM
Convolutional Neural Network–Driven Optimization and Intelligent Perception Framework for Electric Vehicle Battery Management and Autonomous Transport Systems
Nalifabegam J, Sureshkumar P, Maheshwari P, Manoranjitham D, Divya S, Kousik B
ICIRCA-37
04:40 PM – 05:00 PM
Graph Neural Networks Framework for Cybersecurity Threat Analysis in Edge Networks
Raghavendra Kulkarni, Revatthy Krishnamurthy, D Salangai Nayagi, J. Sundar, Kavita Pankaj Ahire, Aravind Balakrishnan
ICIRCA-100
05:00 PM – 05:20 PM
AI-Driven Underwater Debris and Marine Life Detection for Sustainable Aquatic Ecosystem Management
Kayal Padmanandam, Kosuri Lakshmi Indu, Koppol Venkata Sai Sahithi, Namratha Sriram

Session – 3 | Parallel Session – 3

Day 1 – 03 June 2026
04:00 PM – 05:30 PM
ICIRCA-063
04:00 PM – 04:20 PM
Double Protected Safety Interlock System for Traction Test Cell
M.Yashica, V.Vanitha, S.Amuthameena, M. Raja, A. Rathinam, M. Hema Krithika
ICIRCA-122
04:20 PM – 04:40 PM
An Automated Framework for Dataset Quality Assessment and Meta-Learning-Driven Prediction of Machine Learning Performance
Gujjarlamudi Mahesh Babu, Meeravali Shaik, Anantha Jhansi Bhavanasi, Dhillerao Kotilingala
ICIRCA-101
04:40 PM – 05:00 PM
A Distributed Hybrid Intrusion Detection Framework for VANETs Using Semantic Embedding, Deep Feature Learning, and Adaptive Ensemble Classification
Bhaskar.SV, Vishnupriya.R
ICIRCA-099
05:00 PM – 05:20 PM
SafeDrive: A Risk-Aware Machine Learning Framework for Autonomous Vehicle Decision-Making
K. Navaz, B. Madhu, G. Srikanth Reddy, S. Jagadeesh

Session – 4 | Parallel Session – 1

Day 2 – 04 June 2026
09:00 AM – 01:00 PM
ICIRCA-160
09:00 AM – 09:20 AM
Semantic AI Driven Multi Task Ticket Routing System Using SBERT Embeddings and Confidence Based Intelligent Automation Framework
Soundarya B, Venodhani A. R, Nagoor Appa M, Pradeep R, Srinath S, Tamilselvan J
ICIRCA-095
09:20 AM – 09:40 AM
Utilization of Thermoelectric Generator (TEG)-based Power Harvesting Systems for IoT Applications
Dr. A.R. Kalaiarasi, M. Prabakaran
ICIRCA-104
09:40 AM – 10:00 AM
Knowledge Tracing with Ensemble Machine Learning for Multimodal Content-Aware Recommendations in Intelligent Tutoring Systems
Boomika S, Sadaiyappan E, Suguna R
ICIRCA-159
10:00 AM – 10:20 AM
Precision Optimization of Agricultural Pesticide Application using Ensemble Machine Learning Algorithms
A.Yoganathan, V. Sasi Kumar, P.Anitha, R.Geetha, N.Prakash, E.Loganathan
ICIRCA-183
10:20 AM – 10:40 AM
Optimizing Cloud Data Security using Homomorphic Encryption: A Hybrid Paillier and ElGamal Approach
Saranmani M, Rajasethupathi G, Manikandan S, S.Nithya, M.Malleswari, Dr.S.Saravanan
ICIRCA-182
10:40 AM – 11:00 AM
Hybrid CNN-LSTM Architecture for Accurate Deepfake Video Detection
Rahul Sri S, Rohan Ubendra M, Saran S, Nithya S, M.Malleswari, Dr.S.K.Manigandan
ICIRCA-290
11:00 AM – 11:20 AM
CHRIS: A Cross-Disease Health Risk Intelligence System with Explainable Machine Learning and Context-Aware Geo-Medical Assistance
S. Allen John Patrick, V. Ebenezer
ICIRCA-151
11:20 AM – 11:40 AM
A Hybrid EMG-based Control System for an Intelligent Prosthetic Hand to Restore Upper Limb Function in Paralyzed Patients
Vinoth Selvamani, Regula Gowthami, S.Mirthiga, H.Mohamed Haris
ICIRCA-252
11:40 AM – 12:00 PM
Longitudinal Brain Tumor Segmentation and Progression Prediction using Equivariant Quantum Neural Network with Sharpbelly Fish Optimization
K.S.R. Radhika, Anusha Derangula, Y. Sri Varsha, Kilaru Chaitanya, B. Srikanth, K. Kranthi Kumar
ICIRCA-134
12:00 PM – 12:20 PM
Early Detection of Gastric Cancer: A Hybrid Machine Learning Framework
Pothuru Alekhya, N.V.S. Shankar, Gudikandhula Narasimha Rao
ICIRCA-190
12:20 PM – 12:40 PM
Predictive Intelligence for Equipment Maintenance using Machine Learning
M.Selvanayaki, Dr.P.Vijayalakshmi
ICIRCA-171
12:40 PM – 01:00 PM
An Hybrid Ensemble Learning based Intrusion Detection Model for Resourced Constrained Smart Grids
K Sabari Krishna, Puneetha A, Sanjay M, Eashwar Sivakumar

Session – 4 | Parallel Session – 2

Day 2 – 04 June 2026
09:00 AM – 01:00 PM
ICIRCA-069
09:00 AM – 09:20 AM
Lissajous Pattern based Power Quality Event Classification using Deep Convolutional Neural Network
M.Veerasundaram, M.,Balaji
ICIRCA-153
09:20 AM – 09:40 AM
Real-Time YOLOv8-based Helmet Violation Detection and License Plate Recognition for Intelligent Traffic Monitoring
Gujjarlamudi Mahesh Babu, Komera Anantu Babu, Reddy Vari Gopinath Reddy, Palamuri Bhanu Kumar Reddy
ICIRCA-175
09:40 AM – 10:00 AM
Real-Time Human Attention and Fatigue Monitoring System
Madala Neeraja, Alapati Teja Varshini, Manoj Kumar Merugumalla
ICIRCA-138
10:00 AM – 10:20 AM
AI-Driven Satellite Data Fusion for Urban Heat Island Mitigation
Ritesh Mahara, Khyati Tandon, C. Venkatesh
ICIRCA-276
10:20 AM – 10:40 AM
Intelligent Detection of Advertisement Click Fraud using Machine Learning and Deep Learning Techniques
Dr. V.Lokeswara Reddy, P. Sai Mahitha, M.Mounika, K.Amrutha, G.Sai Kumari
ICIRCA-165
10:40 AM – 11:00 AM
AI-based Supreme Court Appeal Predictor with Retrieval-Augmented Explainability: Advancing Beyond ILDC for Practical Legal Decision Support
Karthik A S, Hari Krishnan T, Mahesh A S
ICIRCA-177
11:00 AM – 11:20 AM
An Intelligent Predictive Modeling Approach for Identification of Renal Health Degradation
Rohith Indupalli, Hemanth Seelam,Rambabu Kusuma
ICIRCA-119
11:20 AM – 11:40 AM
Resource-Efficient Multilingual RAG: English-Only and Multilingual Embeddings for Indian Languages
Devarapalli Bilvitha, Deva Priya Israyel, Julia Punitha Malar Dhas
ICIRCA-152
11:40 AM – 12:00 PM
SmartShield: Explainable Machine Learning for Transparent and Real-Time Phishing Detection in Web Traffic
Savita C, Shashikala H, Sneha P, Sneha M P, Dr. E Sivananda Lahari Reddy, Dr. P.Naresh
ICIRCA-267
12:00 PM – 12:20 PM
Explainable AI for Cardiomegaly Detection using MobileNet and Grad-CAM for Interpretable Chest Radiograph Analysis
M.Pavithra, R.Vijaylakshmi, Kottala Sri Yogi, Smitha B, Anil Kumar N
ICIRCA-173
12:20 PM – 12:40 PM
Gaze Tracking & Emotional Response Mapping in Immersive VR Narratives: A Machine Learning Framework for Predicting Engagement Hotspots in 360° Films
Ajinkya Hukerikar, Swathi Sambasivam, Kinjal Vijaykumar Bhatia,
ICIRCA-198
12:40 PM – 01:00 PM
A Machine Learning–Driven Framework for High-Precision Crop Yield Prediction and Agricultural Decision Support
S.Keerthana, Dr.K.Dharmarajan

Session – 4 | Parallel Session – 3

Day 2 – 04 June 2026
09:00 AM – 01:00 PM
ICIRCA-158
09:00 AM – 09:20 AM
Improving Heart Disease Prediction using an Optimized Stacking Ensemble
Manikandan Pavattassery, Sunil Subramanian M, Sreekumar K
ICIRCA-306
09:20 AM – 09:40 AM
Innovative Feature Fusion and XAI Framework for Robust Tamil Speech Emotion Recognition
Gokul Ram K, Vignesh U, Shyam Karthinathan P K
ICIRCA-112
09:40 AM – 10:00 AM
Deep Learning-based Drug–Protein Binding Affinity Prediction using Sequence Information
Dr.Thilakavathy.P, Abina.R, Ananya.S, Dr.S. Arun
ICIRCA-229
10:00 AM – 10:20 AM
Performance Analysis of a Hybrid Energy Harvesting Technique for a Self-Powered Tire Pressure Monitoring System
Vasantharaj A, Sanjay Joshua B, Dharani G, Muthu Siva R
ICIRCA-169
10:20 AM – 10:40 AM
Secure Image Captioning Framework using BLIP-2 and Blockchain
S. Charishma, T. Bhargavi, O. Bhaskaru
ICIRCA-202
10:40 AM – 11:00 AM
AI-Enabled Clinical Text Processing for Structured Documentation and ICD-10 Coding
Sharunkumar C R, Dr R.Thilagavathy
ICIRCA-195
11:00 AM – 11:20 AM
XBiLSTM-Fusion-IDS:A Multi-Path Extended LSTM Fusion Network For High Performance Network Intrusion Detection
Vismaya V Menon, Sreelakshmi KT, Bhagya Lakshmi Rajesh, Arpitha Sreenivasan
ICIRCA-168
11:20 AM – 11:40 AM
Disease Detection in Tomato Leaf Using Hybrid CNN-PCA-SVM Framework
Ajvin Antony, Krishna Rajeev Menon, Deepa G
ICIRCA-194
11:40 AM – 12:00 PM
A Digital Twin-Enabled Framework for Critical Health Monitoring using Wireless Sensor Networks and Machine Learning
Shradha Patil, Sneha V Biradar, Soujanya S N, Vinu R, Sumaiya M N
ICIRCA-185
12:00 PM – 12:20 PM
A Hybrid Deep Learning Framework for Liver Cancer Detection Using Capsule Networks, Vision Transformers, Graph Neural Networks, and Quantum-Inspired Optimization
K.Dharmarajan, K.Abirami, T.Haripriya
ICIRCA-191
12:20 PM – 12:40 PM
Air Quality and Agriculture: Predictive Deep Learning for Pollution-Resilient Crop Sustainability
Devika Nair N, Gopika P Kumar, Sandra S Kumar, Rajitha M R
ICIRCA-320
12:40 PM – 01:00 PM
Efficient Quantum-Inspired Kronecker Networks for Real-Time IoT Botnet Detection
K.Bhargava Triveni Nandana, Rameshbabu Akarapu

Session – 5 | Parallel Session – 1

Day 2 – 04 June 2026
02:00 PM – 04:00 PM
ICIRCA-139
02:00 PM – 02:20 PM
HealthAtlas Body-Centric Medical Data with Smart Access Control
R Deepika, G ramani, Sanjay Kumar Potnuru ,Thanishq Paluru , vamsi Rama
ICIRCA-163
02:20 PM – 02:40 PM
APEM: An Advanced Phishing Ensemble Model for High-Accuracy Threat Detection
Ritika Arora, Navjeet Kaur
ICIRCA-319
02:40 PM – 03:00 PM
IADL-IDS: An Interpretable Attention-Driven GRU Framework for Adaptive Intrusion
M Anand, Suresh Kallam
ICIRCA-164
03:00 PM – 03:20 PM
A Blockchain-Based Land Registration System Using Geofencing and IPFS on a Private Blockchain
Nihil M H, Arthi D, Rahith R, Ariesh B, Ms. Krithikaa Venket, Jananii Guruswamy
ICIRCA-196
03:20 PM – 03:40 PM
A Multi-Dimensional Resilience Index for Online Social Networks: A Graph-Theoretic Framework with Pandemic-Scale Validation
Aswinth Narayan A, Kailas Krishna K. S, Nihaal Salim, Nikhil S, Sooraj S. Kumar, Lekshmi S. Nair
ICIRCA-178
03:40 PM – 04:00 PM
Multimodal Deep Learning for Objective Emotion and Mental Health Detection
S. Sathyavathi, Magendran P, Arunbala P M, Deena S, Ajithkumar R S

Session – 5 | Parallel Session – 2

Day 2 – 04 June 2026
02:00 PM – 04:00 PM
ICIRCA-145
02:00 PM – 02:20 PM
A Novel Voice-Based Interface for Data Charting: A Speech-Driven Approach for Hands-Free Visualization
Asha S, Yashaswini Badam Sri Sai, Saranya K, Radhakrishnan Gopalapillai
ICIRCA-147
02:20 PM – 02:40 PM
A Fusion-Based Sequence-Structure Protein Encoder of α-synuclein under Structural Uncertainty
G. Angel, P.Sujatha
ICIRCA-273
02:40 PM – 03:00 PM
Lightweight MobileNetV2 Architecture for Multi-Class Diabetic Retinopathy Grading Using Preprocessed Retinal Fundus Images
Meghana P, P.Naresh, Girisha G S, Gousia Thahniyath, George Fernandez I, Sivananda Reddy
ICIRCA-156
03:00 PM – 03:20 PM
Design and Implementation of an AI-Based Autonomous Bot for Smart Agriculture
Sandhya R, Lynsha Helena Pratheeba HP, S.Krishna Narayanan, M Thilagaraj, Subhradip Mukherjee, Ayush Kumar
ICIRCA-223
03:20 PM – 03:40 PM
Flow-Intelligence in Privacy-Preserving Encrypted Networks in Detection of Cyber threats
SHERINE BENITTA A,DANIEL MADAN RAJA S, SALAJA S
ICIRCA-157
03:40 PM – 04:00 PM
Unsupervised Pedestrian Detection using Deep Learning with Fusion of RGB and Thermal Data
Sunil Kumar Aithal S, Nishanth M, Sahana H S, Omkar Arun Sanil, V Sanjana

Session – 5 | Parallel Session – 3

Day 2 – 04 June 2026
02:00 PM – 04:00 PM
ICIRCA-227
02:00 PM – 02:20 PM
Sparse Planar Array Beamforming via ADMM Optimization with Mutual Coupling Mitigation
A. Dhinakaran; Rex Selvaraj, Andrews Immanuel ; S. B. M. Priya
ICIRCA-180
02:20 PM – 02:40 PM
Efficient Desensitized Halfband Filter Design with High Speed Adder
A.Abinaya, Radha N, P.Malini
ICIRCA-253
02:40 PM – 03:00 PM
Enhanced Domain Adaptation Attention Network Optimized by Chinese Pangolin Optimizer for Multimodal Emotion Recognition Using Audio, Visual, and Textual Features
Anusha Derangula, Kilaru Chaitanya, D. Anitha Kumari, Pavani Chirasani, B.Srikanth, K.Kranthi Kumar
ICIRCA-301
03:00 PM – 03:20 PM
Privacy-Preserving Federated Learning-Based Passive CAPTCHA System for Human-Bot Detection in Aadhaar-like Web Portals
Abinaya S, Aishwarya S, Dharaniha S, Saveetha V, Kingsy Grace R, Vijaya Kumar T
ICIRCA-250
03:20 PM – 03:40 PM
IoT-BASED BATTERY SAFETY MONITORING AND FIRE PREVENTION SYSTEM FOR ELECTRIC VEHICLES
M.Pradeep Raj, C.Preethi, C.Ramya, S.Sandhiya, M.Yasika
ICIRCA-233
03:40 PM – 04:00 PM
Depression Detection Using a Lightweight Transformer With SBERT
Sudhishna K S, S.Ramakrishnan, Sarvesh R R, Vishahan U, Arvind Acharya R

Session – 6 | Parallel Session – 1

Day 2 – 04 June 2026
04:00 PM – 05:30 PM
ICIRCA-305
04:00 PM – 04:20 PM
A Hybrid Deep Learning Framework for Wild Animal Detection and Intelligent Alerting Using YOLOv11, Faster R-CNN, and MobileNetV3
A.Vasantharaj, J. Immanuel Jebaraj, K. Kavinraj, S. Sebin
ICIRCA-207
04:20 PM – 04:40 PM
A Deep Hybrid Learning Model for Intrusion Detection in IoT Network Traffic Using CNN–Transformer with PSO Tuning
Thamaraiselvi K, Dr.A.Banushri, Ms.Saranya S
ICIRCA-323
04:40 PM – 05:00 PM
Spatio-Temporal Deep Learning Framework for Deepfake Video Detection
Narinder Kaur, Vishal Choudhary, Mahak Thakur, Aditya Guleria, Amandeep Kaur, Keshav Parmar
ICIRCA-209
05:00 PM – 05:20 PM
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Session – 6 | Parallel Session – 2

Day 2 – 04 June 2026
04:00 PM – 05:30 PM
ICIRCA-271
04:00 PM – 04:20 PM
SMART DELIVERY BOX – A SECURE LAST MILE DELIVERY SOLUTION
A. Radhika, Deepika M, Dhivya M, Divyadharshiny R, Harshavarthini E
ICIRCA-324
04:20 PM – 04:40 PM
A Hybrid CNN–XGBoost Approach for Robust Orange Fruit Disease Detection Using Transfer Learning
C.Mahalakshmi, Dr.S.Saravanan
ICIRCA-128
04:40 PM – 05:00 PM
DETECTION OF BANANA AND COUNTING USING ONE STAGE AND TRANSFORMER-BASED OBJECT DETECTION MODELS
Sahil Goes, Vollny Coelho, Rudresh Arabekar, Anant Sawant, Prof. Kedar Sawant, Prof. Tanvi Dharwadkar
ICIRCA-269
05:00 PM – 05:20 PM
Explainable Retinal Image Analysis for Early Detection of Systemic and Ocular Diseases
Sandhiya M, Poorna Sri K, Dr.K.Mahalakshmi

Session – 6 | Parallel Session – 3

Day 2 – 04 June 2026
04:00 PM – 05:30 PM
ICIRCA-302
04:00 PM – 04:20 PM
Explainable AI-Driven Framework for Early Diagnosis of Chronic Liver Diseases Using Stacked Ensemble Learning
Gandham Lakshmi Sundari, Ashok Koujalagi, Raja Rao PBV, Pokkuluri Kiran Sree, Shalem Raju PJR, Maddula Prasad
ICIRCA-245
04:20 PM – 04:40 PM
SHAP-Based Explainable Machine Learning Framework for Burnout Risk Detection Using Smartphone Behavioral Analytics
Merlin Reju Mathew, S. Jeba Priya, S. Salaja
ICIRCA-248
04:40 PM – 05:00 PM
A Survey and Comparative Analysis of Shot Boundary Detection Techniques
M Nivethitha, A Kethsy Prabavathy, S Salaja
ICIRCA-218
05:00 PM – 05:20 PM
NA-XGB: A Neuroadaptive XGBoost Framework for Real-Time EEG-Based Stress Detection on Edge Devices
Ahmed M, Preethi G

Session – 7 | Parallel Session – 1

Day 3 – 05 June 2026
09:00 AM – 01:00 PM
ICIRCA-246
09:00 AM – 09:20 AM
Real-Time River Plastic and Debris Detection System Using Computer Vision
Dhanush Adithya M, Priscilla Joy R, Salaja S
ICIRCA-167
09:20 AM – 09:40 AM
IoT-Enabled Framework for Integrated Reservoir and Irrigation Management for Sustainable Farming
S. Monish Kumar, Shyam S Varadharajan, Dheva S L, Sachin Rangabaskar,Balaji.M
ICIRCA-247
09:40 AM – 10:00 AM
AI-Based Grain Spoilage Prediction And Shelf-Life Estimation Using Environmental Data
Gayathri K, Julia Punitha Malar Dhas, Salaja S, Deva Priya Isravel
ICIRCA-281
10:00 AM – 10:20 AM
Integrating Sentiment Analysis with Quantitative Models for Dynamic Portfolio Allocation
Minal Dhankar, Neha Gupta
ICIRCA-214
10:20 AM – 10:40 AM
Comparative Evaluation of MobileNetV2, ResNet18, and ResNet50 for Tomato Leaf Disease Classification
S. Sivaranjani, A. Deepthi, M. Harini Prathaa, Priya Selvam, Rajamohan Jayabal
ICIRCA-113
10:40 AM – 11:00 AM
Medical Imaging: Enhancing Bone Fracture Diagnosis: A Comprehensive Review of Deep Learning Applications and Innovations
A. Kottaichamy, K. Balasubramanian
ICIRCA-221
11:00 AM – 11:20 AM
Hybrid Dual-Branch Deep Learning Framework Integrating U-Net and DeepLabV3+ for Enhanced Oil Spill Segmentation in SAR Images
HARISEKHAR S, NIDHIN SURESH, SAVITHA GOPAL
ICIRCA-249
11:20 AM – 11:40 AM
An IoT–Semantic Web Services Integration Framework for Context-Aware Smart City
Manjunadh Maddhuru
ICIRCA-282
11:40 AM – 12:00 PM
AI-POWERED GRIEVANCE REDRESSAL SYSTEM USING TrOCR AND DistillBERT
S. Aloysius Jelcy, Anlet Sheenu M, Swathy Krishna M, Baron Sam B, S. L. Sindha Devi, S. Reny
ICIRCA-287
12:00 PM – 12:20 PM
Bifunctional Wristband Prototype for Differently-Abled Individuals
Rahul Ramu, P. Kaythry
ICIRCA-210
12:20 PM – 12:40 PM
Hyperparameter Optimization of LSTM Networks for Osteoporosis Risk Prediction
P. Lavanya, G. Yashodha
ICIRCA-219
12:40 PM – 01:00 PM
Traffic Congestion Prediction using Deep Learning Models: A Comparative Study
E. Poojitha, G. V. N. S. Sarvani, L. Santhosh Kumar, K. Bhanu Prasad, K. Purna Prakash, T. S. Raja Rajeswari

Session – 7 | Parallel Session – 2

Day 3 – 05 June 2026
09:00 AM – 01:00 PM
ICIRCA-228
09:00 AM – 09:20 AM
AUTOMATED PLANT DISEASE DETECTION AND INTEGRATED CROP CARE RECOMMENDATION
P.Kalaivani, S.Ramakrishnan, Gobika P, Charumathi S, Swetha R
ICIRCA-258
09:20 AM – 09:40 AM
Logit-Based Federated Learning Architecture for Leukemia Diagnosis under Data and Model Heterogeneity
Shrenik Deep Sathiyanathan, Guhanathan Poravi
ICIRCA-215
09:40 AM – 10:00 AM
Hybrid Coordinate-Transformer EfficientNet-B2 for Multi Class Chest X-ray Diagnosis with Explainability
Anay Bhardwaj, S. Santhanalakshmi
ICIRCA-263
10:00 AM – 10:20 AM
PhishShield ML: A Dual-Platform Machine Learning Framework for Real-Time Phishing URL Detection
Madhura Naik, Archana A
ICIRCA-303
10:20 AM – 10:40 AM
Website Content Categorization in Search Engine Optimization using Machine learning Classifiers
A.Thilagavathy, P.R.Therasa, Lalitha R, Dilip Charaan R.M, S.Mary Diana, Notam Kedari
ICIRCA-268
10:40 AM – 11:00 AM
Analysis of Polar CRC-Aided Successive Cancellation List RIS under 3GPP UMa Tapped Delay Line Channel Model
Backia Lakshmi M, Thenmozhi K, Rajesh A, Amirtharajan Rengarajan
ICIRCA-161
11:00 AM – 11:20 AM
Zone-Based Hybrid AODV Routing Protocol for Mobile Ad Hoc Networks
Anitha P, Jagan A, Maravarman M
ICIRCA-230
11:20 AM – 11:40 AM
Deep Learning Based Diabetic Retinopathy Screening Using Hybrid CNN-Transformer Architecture With Cross Attention
Danishkar Sivalingam, Guhanathan Poravi
ICIRCA-205
11:40 AM – 12:00 PM
VariantWise: An Explainable Multi-Agent KG Framework for Automotive Recommendation
Prakhar Grover, Abhinav Patnaik, Kanav Nijhawan, Helen Victoria A
ICIRCA-234
12:00 PM – 12:20 PM
AirInsight: A Decentralized Real-Time Air Quality Monitoring and Predictive Analytics Platform Using Categorical Boosting Algorithm
Satyaranjan Behera, Trunal Avhad, Shubham Aswekar, Sakshi Bhaingade, Megha Trivedi, Sneha Mhatre
ICIRCA-266
12:20 PM – 12:40 PM
A Lightweight and Privacy-Preserving Mutual Authentication Protocol for Wi-Fi Using ECC and Blind Tokens
Aluvoju Vivek, Arun Sekar Rajasekaran, Gulfishan Firdose Ahmed, T. Prabakaran, Jeevitha R
ICIRCA-243
12:40 PM – 01:00 PM
Deep Learning for Retail Sales Forecasting: An LSTM-Based Approach with Temporal Feature Engineering
Miraat Gupta, Ritesh Khatwani, Shubhra Aanand, Abhishek Shukla, Pritesh Shah, and Ravi Sekhar

Session – 7 | Parallel Session – 3

Day 3 – 05 June 2026
09:00 AM – 01:00 PM
ICIRCA-291
09:00 AM – 09:20 AM
Privacy-Preserving Data Anonymization Protocols for Secure Publishing of Sensitive Customer Transactional Datasets
REDDYVARI VENKATESWARA REDDY, NAYAKWADI SAHITHI, POTHARAJU RUCHITHA, KOTHAPALLY VENKATA SAI
ICIRCA-216
09:20 AM – 09:40 AM
A GNN Based Behavioral Framework for Detecting Malicious Profiles in Collaborative Filtering Systems
S. Aurthy Felicita, P Jai Akash, S Kishore Pandi, K Naveen Kumar, N D Naren Prakash
ICIRCA-225
09:40 AM – 10:00 AM
A Hybrid LightGBM and Stacked Autoencoder Framework for Imbalanced Credit Card Fraud Detection
Puttamraju SrinivasaRao, Srungavarapu Mounika, Shaik Shabbeer, Kommalapati Yesuraju
ICIRCA-262
10:00 AM – 10:20 AM
Blockchain-based Education Certification System
S. T. Nikhil Reddy, Shaik Hanifa Salima, Pappireddy Ramyasree, Paluru Sivani, Gosu Lakshmi Prasanna
ICIRCA-265
10:20 AM – 10:40 AM
Experimental And Comparative Analysis Of Reflective Surface Techniques For Performance Enhancement Of Bifacial Photovoltaic Systems
Manickapandian P, SivaSankar G
ICIRCA-208
10:40 AM – 11:00 AM
Iot-Enabled Accident Detection and License Plate Recognition System
P.Gopinath, Chithra.V, Devara Bharath, Kishore.R
ICIRCA-217
11:00 AM – 11:20 AM
Semantic Change Detection in Document Revisions Using Sentence-BERT Embedding Models
Ram Saravanan S
ICIRCA-346
11:20 AM – 11:40 AM
A Novel Hybrid-RSNT-RF Model for Robust Apple Leaf Disease Detection and Classification Using Transfer Learning
A. Joice Shakila, S. Saravanan
ICIRCA-193
11:40 AM – 12:00 PM
A HYBRID DECENTRALIZED IDENTITY MANAGEMENT SYSTEM USING BLOCKCHAIN AND MYSQL FOR SECURE DOCUMENT VERIFICATION
Vallamkonda Jyothi, Sripathi Mounika, Kozhukkulli Shyam, Suryakar Sharani, Kamandhula Hemanth
ICIRCA-331
12:00 PM – 12:20 PM
Aircraft Engine Remaining Useful Life (RUL) Prediction using Deep Learning
Rhea Murali, Prati Tewari, G. Pradeep Reddy, Upadrasta Shivani Sri Varshini
ICIRCA-308
12:20 PM – 12:40 PM
SLEEP DISORDER DETECTION USING AI AND DATASCIENCE ANALYZING SLEEP APNE AND INSOMNIA DISORDER BY BEHAVIOURAL PATTERNS
Aaron Abraham Lincoln P, Aswini E
ICIRCA-317
12:40 PM – 01:00 PM
Efficient Attention Integrated Deep Learning Framework for 107 Class Yoga Pose Recognition in Real Time Applications
Ch Ravi Swaroop, Gudimetla Tapaswi, R Shiva Shankar, K Amrutha, V V R Maheswara Rao, N S Koti Mani Kumar Tirumanadham

Session – 8 | Parallel Session – 1

Day 3 – 05 June 2026
02:00 PM – 04:00 PM
ICIRCA-298
02:00 PM – 02:20 PM
Multimodal Fusion of Remote Sensing and Meteorological Data for Flood Prediction
Kottaisamy K, Nicy Johnson, V. Saravana Kumar, K Venkatesh Sharma, Vinitha V, Diana George
ICIRCA-206
02:20 PM – 02:40 PM
Sockpuppet Detection in Digital Platforms: A Systematic Review of Techniques and Challenges
Sukaina Fatema, Gagana V, Tarun Adith, Vaishnavi Shetty, Sumathi D, Sanket Mishra
ICIRCA-251
02:40 PM – 03:00 PM
Real-Time Campus Transportation Monitoring and Notification Platform Developed with Flutter
C. Gayathri, Akshaya K, Gopika Malar C, Kavya A, Keerthana V
ICIRCA-327
03:00 PM – 03:20 PM
Assessing the Predictive Capability of Multiple Deep Learning Frameworks on Indian Large-Cap Equities
Prajwal Hegde N, Joanna Leticia Pinto, Keesha Josline Cutinha, Parthiv Venugopal, Vinay Kamath
ICIRCA-326
03:20 PM – 03:40 PM
From Qubits to Feature Maps: Quantum-Inspired Superposition Fusion for Low-Light Object Detection
Monish Sai Krishna Namana, Mamtha Prajapati, Monica Palla, Modhini Buri
ICIRCA-294
03:40 PM – 04:00 PM
Prediction of Slope Stability Using Classification Algorithms Trained on Soil and Terrain Data
Umar Sabhapathy, Binumol Shahulhameed, Maria Rajesh Antony, Ayman K. Abdelgadir, Noorul Hasan, Rajalingam Arumuganainar

Session – 8 | Parallel Session – 2

Day 3 – 05 June 2026
02:00 PM – 04:00 PM
ICIRCA-293
02:00 PM – 02:20 PM
Water Quality Index Prediction Using Regression Models and IoT Data Analysis
Binumol Shahulhameed, Ayman K. Abdelgadir, Noorul Hasan, Maria Rajesh Antony, Umar Sabhapathy, Rajalingam Arumuganainar
ICIRCA-129
02:20 PM – 02:40 PM
DeepShield: Deepfake Audio-Video Authenticity Verification System
Vignesh S Badiger, Prakhar Srivastava, Ramya B, Velliangri S
ICIRCA-330
02:40 PM – 03:00 PM
Predictive Edge-AI Room Light Control Framework Using STM32 and PIR Sensing for Smart Energy Management
Uma S, Priyadharshini D, Priyadharshini K, Nivetha G, Priyadharshini A, Abina A
ICIRCA-333
03:00 PM – 03:20 PM
A Review on Hypertension Forecasting using Machine Learning Techniques
Madhu Chauhan, Jaswinder Singh, Sakshi Dhingra
ICIRCA-313
03:20 PM – 03:40 PM
Lightweight Two-Stage Intrusion Detection System in IoT Networks
Yerininti Venkata Narayana, A.Mojesh Babu, A. Anudeep Vighnesh, I. Venkata Gopi Praveen Kumar, CH. Pavan Kalyan
ICIRCA-347
03:40 PM – 04:00 PM
Multi-Resonant Fractal Antenna with DGS for 5G/6G and Radar Applications
T. Manivannan, Vaadapalli Mahammad Kaif, Boggula Manasa, Uppu Lakashmi Narasimha, E. Aravindraj, P. Kowsalya

Session – 8 | Parallel Session – 3

Day 3 – 05 June 2026
02:00 PM – 04:00 PM
ICIRCA-366
02:00 PM – 02:20 PM
Design and Analysis of a Quarter-wave Fed Hexagonal Slotted Antenna with DGS for Satellite Communication Applications
E. Aravindraj, T.Sivamani, S. Siva Kumar, G.Ramya sree, K. Sathesh, Subbarao Genikala
ICIRCA-345
02:20 PM – 02:40 PM
Design and Analysis of an SVR-Based Optimization Technique for Multiband Koch Fractal Antennas in 5G Applications
E. Aravindraj, S. Irfan, S. Mahammad Sami, M. Leela Madhavan, K. Sathesh, P. Kowsalya
ICIRCA-286
02:40 PM – 03:00 PM
Probabilistic Multi-Horizon Urban Water Crisis Prediction Using Ensemble Machine Learning and Hydrological Feature Engineering
Navaneeth Bhaskar, Priyanka Tupe-Waghmare, Trisha S Shetty, Amrith R Naik, Pranav R Bhat, B J Hrutik
ICIRCA-297
03:00 PM – 03:20 PM
Machine Learning-Based Predictive Maintenance for Utility-Scale PV Plants
Pazhanimuthu C, Jishnu G, Saran K N, Parameswaran S
ICIRCA-071
03:20 PM – 03:40 PM
Real Time Brain Tumor Detection in CT Images using YOLOv12 based Deep Learning
Babyrani Waikhom, Nivethitha Vijayara, W. Sharatchandra Singh, Suthir Sriram
ICIRCA-288
03:40 PM – 04:00 PM
Deep Learning–Driven Tea Leaf Disease Detection Using Convolutional and Adversarial Networks
Navaneeth Bhaskar, Sheetal Hanumant Barshikar, Varadaraj K S, K E Prakash, Ashritha K P

Session – 9 | Parallel Session – 1

Day 3 – 05 June 2026
04:00 PM – 05:30 PM
ICIRCA-348
04:00 PM – 04:20 PM
Deepfake Detection in Images and Videos: A Comprehensive Review of Techniques and Challenges
Dheeraj Shukla, Ashish Kumar Jain, K.K. Sharma, Chandra Prakash Patidar
ICIRCA-341
04:20 PM – 04:40 PM
MTSViT-CIL: A Spatiotemporal ViT for Class-Incremental Monitoring of Forest Ecosystems
Shreyas Shimpi, Sudipan Saha
ICIRCA-361
04:40 PM – 05:00 PM
Predicting Asthma Exacerbations using Machine Learning
Ankitha K, Aastha Londhe, Swasthik S Devadiga, Ambika Jayashanthi, Jyothii Moolya
ICIRCA-373
05:00 PM – 05:20 PM
Knowledge-Augmented Visual Question Answering via Multimodal Deep Learning: A Structured Reasoning Framework
Noorbhasha Junnu Babu, S. P. Rajamohana

Session – 9 | Parallel Session – 2

Day 3 – 05 June 2026
04:00 PM – 05:30 PM
ICIRCA-277
04:00 PM – 04:20 PM
MCP-Based Healthcare Data Integration Platform for HL7 and DICOM Medical Data Management
Jayasree A, Alagusundari Narayanan, Kayalvizhi S, Rashika J
ICIRCA-224
04:20 PM – 04:40 PM
A Few-Shot Industrial Image Inspection Framework Using Florence-2: A Detailed Experimental Study and Comparison with CLIP
Aswin Jayakumar, Muhammed Nabeel M P, Remya Nair T
ICIRCA-356
04:40 PM – 05:00 PM
Modified Ghostnet Architecture for Lung Sound Classification
Chetana singh, Manish Gaur
ICIRCA-284
05:00 PM – 05:20 PM
Power Optimization in Data Centers Using Artificial Intelligence
N. NANDAKUMAR, MAHIBAN LINDSAY N, C. SUDALAIMUTHU

Session – 9 | Parallel Session – 3

Day 3 – 05 June 2026
04:00 PM – 05:30 PM
ICIRCA-371
04:00 PM – 04:20 PM
Adaptive Denoising of ECG and EMG Signals Using One-Dimensional Convolutional Neural Networks
G Charan Kumar, K Tanuja, M Bharathi, K Balaji, Prakash Pareek