ICDSA 2024 Program Schedule

Keynote Talk 1 (in Online Mode via Google Meet)

Speaker: Dr. Sitanshu Sekhar Sahu, DAssociate Professor,Department of Electronics and Communication Engineering, Birla Institute of Technology Mesra, Ranchi, India

TS 01: Emerging Technology (Online Mode via Google Meet)

240

Survey on the Pivotal Role of Artificial Intelligence and Machine Learning in Shaping the Future of 6th Generation (6G) Communications
Sanjana Prasad, Latha R, Arun S

249

Improving Crypto Trading Security using LiquiSwap
Ujwala Ravale, Karan Nadar, Jutika Patil, Hitesh Patil, Bhakti Ghude

251

IoT Based Gas Leak and Fire Detection System
Manjunatha Badiger, Chandra Singh, Goutami Madev Naik, Thejaswini E, Rachana Kumari, Anulokesh

267

A Unique and Effective Deep Learning Approach for Alzheimer's Disease Prediction
Sireesha Moturi, M. Mounika Naga Bhavani , K.B.Anusha, Modalavalasa Divya

295

A Novel Approach to EEG-based Schizophrenia Detection using VMD and Machine Learning Algorithms
Harasees Kaur, Padmavati Khandnor, Kanu Goel

461

Kannada Music Genre Classification using Audio Analytics, Machine Learning and Deep Learning
Mallikarjuna B S, Jay B Simha, Shinu Abhi

TS 02: Image Processing and Computer Vision (Online Mode via Google Meet)

185

Enhanced Brain Tumor Classification using Transfer Learning: A Comparative Analysis of Pre-trained CNN Models on MRI Images
Akshar Patel , Khushi Shah

264

Celestialnet: Deep Learning Approach for Celestial Object Classification using Web Application
Sujithra R, Bairavel S, Sree Sushmita M, Sreelakshmi P.

300

Identification of UAV In Military Applications using Deep Learning
Lavanya G, Selvanayagi S, Dhineshkumar K S And Vigneshwar S

343

Enhancing Crop Health and Yield Estimation
Priya Parkhi, Rohit Pillai, Ayush Chandak, Priyanshu Sharma, Aatishsingh Kachhaway

404

CFD and Data Analysis of the Shuttlecock: To evaluate the Correlation Between the Drag Force and Trajectory Parameters
Reetu jain, Madhav Amit Arora

TS 03: Models and Algorithms (Online Mode via Google Meet)

151

Brain Tumor Classification using Gabor Transform and ANN Classifier
Srujan V Hiremath, Raghavendra Naik, Shreepad Naik, Shringar Shettar, Kavita Chachadi

220

MMSMI: Multilingual Multimodal Summarization for Multimodal Input
Siginamsetty Phani, Ashu Abdul

229

Soft Computing Techniques Approaches in Battery Management System: A Review
Pankaj Kumar, S.L Chavan

263

Quantifying the Effectiveness of Machine Learning and Deep Learning Models
Kratika Jangid, Mitesh Jindal, Ritika Kumari, Poonam Bansal

291

Optimizing the Performance of SVM using Mean Based Polarity for Sentiment Analysis
V. Vanthana, K. Kartheeban

436

Light-weight AI based Model for Grocery Classification
R Sreemathy, Mousami Turuk, Soumya Khurana, Jayashree Jagdale

TS 04: Data Science and Applications (Online Mode via Google Meet)

188

Leveraging Sentiment Analysis for Enhanced Educational Video Recommendations on YouTube-Easyfy
Mahamadmufid M. Kaladiya, Priyanka Patel

206

Artificial Intelligence Technology Based on EEG Signals, for Monitoring the Online Education Industry
Vinay Kumar Singh, Shiv Prakash , Ram Bhushan, Krishna Nand Mishra

296

Usage of AI in the Advancements in EV Adoption in the Bengaluru-an ISM Analysis
Supriya Lamba Sahdev, Firdous Ahmad Malik, Ahdi Hassan, Sanjith Ragav.C, Jay Nilesh Gupta

310

Application of Deep Learning Techniques for Sentiment Analysis in Amazon Reviews
Ch V S Satyamurty, Seetharam Nagesh Appe, Hanimireddy M

326

Student Behavior Recognition System in the Classroom Based on Deep Learning
Huu-Huy Ngo, Hung Linh Le, Nghiem Thi Hong, Man Ba Tuyen, Nguyen Ba Bang

TS 05: Emerging Technology (Online Mode via Google Meet)

297

Cloud Burst Prediction System using Machine Learning Model
R. Anuradha, V. Shrividyaadevi, R. Revathi, S. Sami Tawseef, S.Suresh Kumar

405

WalkFit
Reetu jain, Rahi Shah, Hriday Boriawala

438

Development of Wide Band Multi-Band Four Element MIMO Antenna for Millimeter Wave
S. D. Ruikar , Shrenik Suresh Sarade

524

Polar-coded FBMC-OQAM Multicarrier over Rician and Rayleigh Frequency Selective Fading Channels
Tadele A. Abose, Fanuel O. Ayana, Ketema T. Megersa, Diriba C. Kejela, Samuel T. Daka, Tesfaye B. Mengistu

600

Framework for Detection of Cervical Cancer using Explainable Artificial Intelligence Model
Mohammad Riyaz Belgaum, Supriya Rodras, Shasikala Sugali, Sriya T.H And Safeeullah Soomro

635

Self-Serviced Medical Community with Blockchain and Explainable Artificial Intelligence for Ocular Disease
Sumalatha M R, Sandhiya M, Girish G, Swetha Das R

1144

Miniaturized Multiband Antenna based on Half Ring Re-sonators for IoT and 5G Applications
D. Durga Prasad, Veldi Sai Durga Lavanya, Rayapudi Divakar Sai Kiran Teja, Singuluri Hemanth Sai Kumar, Yarlagadda Jaswanth Kumar, Shaik Bilal Hafci, J.Doondi Kumar

TS 06: Image Processing and Computer Vision (Online Mode via Google Meet)

445

Enhancing Beach Conservation with SSD-Enabled Waste Detection
Jyoti Madake , Jay Mehta , Sanskruti Nikumbh , Nimisha Chitriv

477

Exploring Deep Learning Approaches in Medical Image Processing for Lung Cancer Cell Detection: A Comprehensive Review
Priyanka Khabiya, Prashant Sharma

491

Trustworthy AI for Dermatological Disease Diagnosis: Bridging the Gap between Accuracy and Trustworthiness
Anusha Jain, Aryennh Kulkarni

521

Exploring Advanced Deep Learning Techniques for Real-World Image Deblurring
Rohini Ashok Bhadane, Amol D. Potgantwar

545

Advancing Attendance Monitoring: A Machine Learning-Driven Approach through Facial Recognition Line
"Shreya Agrawal, Ayush Shekhar, Madhu Shukla, Neel H. Dholakia, Vipul Ladva

576

Enhanced Image Caption Generator using Deep Learning
Nalini S Jagtap, Tejaswini Patil, Nijgururaj Ashtagi, Aditya Nerkar, Deepak Javalgi, Rohan Dagale

TS 07: Models and Algorithms (Online Mode via Google Meet)

333

Enhancing Network Security through Intrusion Detection Utilizing the BAT-MC Model
Mageshkumar.N, Supritha.D, Tharun.Ch, Sowmyasree.C, Manikandan.R, Arunpriya.N

341

Enhancing Deep Neural Network Efficiency: A Hybrid Optimization Pipeline of Adaptive Filter Pruning Followed by Quantization
Pratham Madnur, Ashlesha Khanapure, Shreyas Dabade, Sheldon Rodrigues, Uday Kulkarni, Meena S.M

360

Optimizing UAV Coverage Area through UAV Hovering Strategies
Bachu Veera Vikas, Mubeena Shaik, Kalpana Naidu

459

A Bagging Based Machine Learning Model for the Prediction of Dietary Preferences.
Harshitha Kotapati, Teja Annamdevula, Yeswanth Tavva, Sai Sahitya Chennam, Venkatrama Phani Kumar, Venkata Krishna Kishore.

483

Detecting Imbalanced Network Traffic Intrusions using the Long Short-Term Memory (LSTM) Algorithm
S.Pavithra, K .Venkata Vikas

677

Comparative Analysis of Reinforcement Learning Algorithms for Decision Making in Algorithmic Trading
Uchit Mody, Mahir Mehta, Udit Mody, Soham Shah, Deev Patel, Kavita Kelkar

TS 08: Data Science and Applications (Online Mode via Google Meet)

363

Intelligent Water Quality Prediction using Neural Network and Diverse Models
Arzoo, Kiranbir Kaur, Prabhpreet Kaur, Emmy Bhatti

375

Comparative Study of Large Language Models for Machine Translation
Ajeet Singh Rajput, Harsh Pratap Singh, Neha Raja Panwar, Neeraj Arya, Shuchi Mandhanya, Khyati Bane

413

Low-Cost Device to Mitigate Economic Impacts of Sewer Gases on Human Productivity
Reetu jain, Kangna Tandon

426

Bridging Educational Gaps in Rural Landscapes with a Hybrid Learning Application
Upendra Meesala, Prakash Lam, Harshith Sai Rayudu, Suneetha Manne

432

Sign Language Translation: A Study
Ajeet Singh Rajput, Sumitra Sureliya, Nishil Vani, Mohit Singh Tiwari, Pankaj Yadav

TS 09: Emerging Technology (Online Mode via Google Meet)

669

A Novel Image Encryption Algorithm For Various Medical Images using Customized Patterns
M Sathvik, K Niharika, P Bhavana, K Ramkumar Reddy, G Kiran

743

BEEP: Blockchain based Entry, Exit and Parking Management System for Campus
Sukanta Chakraborty, Abhishek Majumder

746

Greedy Encryption Algorithm: Enhancing Data Security using Hybrid Key
Mrs. Vaishnavi Ketan Kamat

770

Hexapod Robot Health Monitoring
Mr. Ciprian Dragne

809

IDAIP: Identity Authentication for Intellectual Property Right using Hyperledger Fabric
Dejee Deb, Sukanta Chakraborty, Abhishek Majumder

1250

Mitigating Model Poisoning Attacks in Federated Learning: A Comprehensive Approach
Megha R, Bharath Chandra Varma, Abhijith A Thampi, Yamuna K, Greeshma Sarath

1305

Combined Placement of Distributed Transformers and Capacitors in Electrical Networks
Chandrashekhar S. Patil, Avinash Deshpande, Rudresh B. Magadum, Ramesh G.B, Rudresh S.J, Sateesh N. Dodamani

TS 10: Image Processing and Computer Vision (Online Mode via Google Meet)

591

Enhanced Vision Language Model for Visual Question Answering in Medical Images
Dinesh Kumar M R, Pillalamarri Akshaya, Saivarsha R, Shrish Surya N T, Premjith B, Sowmya V, Jyothish Lal G

607

Efficient Wild Animal Detection and Classification using YOLOv8
Raghavendra Reddy, Duddukurireddy Pavankalyan, Amulya S U, Shaik Muzammil Irshad

615

LUCY AI: Women’s Health Chatbot with Diabetic-Retinopathy Classification using Retinal Fundus Images
Sounthariyaa J, Manasa Ganapa, Monika Goyal, Aparajita Sinha

634

NeuraPose: Effective Human Pose Detection using Transfer Learning
Hardik Maheshwari , Varun Bhattacharya , Chiranji Lal Chowdhary

655

Behavioral Anomalies Detection via Human Pose Estimation: A Study on Cheating Detection
Vyom Doshi, Danish Sheikh, Nishtha Sharma, Pramod Bide

978

TPDD-Capsnet: Tomato Plant Disease Detection using Capsule Networks
Archana Y. Chaudhari, Anil Kumar Gupta,Kajal Sarvaiye ,Rupesh Bhat, Harshal Rajput, Akshay Valsetwar

1060

Brain Region Segmentation for Alzheimer's Disease Diagnosis: A Comprehensive Review
Hardeep Kaur, Anil Kumar, And Varinder Kaur Attri

TS 11: Models and Algorithms (Online Mode via Google Meet)

484

Towards Seamless White Boarding: Integrating Machine Learning Techniques with Air Canvas for Enhanced User Experience
Rajvi Vyas, Shilpa Singhal, Dhara Joshi, Santushti Betgeri, Ravikumar R N, Krupali Gosai

546

A Cardiac Attacks Predictive Model using Machine Learning based AdaBoost Algorithm
Vinit Kumar,Sanyam Shukla,Manasi Gyanchandani

562

An Additive Approach using Machine Learning and Sentimental Analysis for Pernicious Rumor Detection in the Social Media
Priyanshi Borase, Satish Kolhe

624

An In Depth Study on the Machine Learning Approaches for Dyslexia Prediction
Sindhu Sudhakaran, Saju P John

625

Adaptive Lion Fuzzy Based Clustering and Hash Based ECC Data Transmission in WSN
P.Manjula, R.Jeena, G.Soniya Priyatharsini, N.Senthamilarasi, R.Dharani

773

Analyzing the Butterfly Algorithm: Accuracy, Efficiency, and Scalability in Large-Scale N-Body Simulations
Priynka Sharma, Surya Prakash

TS 12: Data Science and Applications (Online Mode via Google Meet)

465

Hybrid Educational Environment of the University as a Predecessor of the Model of Supervised and Unsu-pervised E-learning for Young People
Yu. Protasova, V. Nemtinov, V. Morozov, P. K. Praveen, V. Shipilova, K. Nemtinov

468

Impact on Sustainable Factors in Plywood Industry: A Soft Computing Approach
Leo Francis, Bathrinath Sankaranarayanan, Koppiahraj Karuppiah, Ramesh Priyanka

482

Enhancing Fake News Detection: A Hybrid Approach with LSTM and Convolutional Neural Networks
Prati Sanghvi, Shilpa Singhal, Krupali Gosai, Dhara Joshi, Ravikumar R N, Santushti Betgeri

519

Enhancing Hate Speech Detection using Data Augmentation Techniques: A Multi-Label Dataset Approach
Jinan Ali Aljawazeri, Mahdi Nsaif Jasim

567

Bridging The Gap In Diabetes Care Through Personalization: A Comprehensive Design Intervention
Samrraj Chaudary, Pranita Ranade, Indresh Kumar Verma

TS 13: Emerging Technology (Online Mode via Google Meet)

823

Investigation on Neuromorphic Computing Based Neural Networks for Optimizing Machine Learning Techniques for Industry 4.0
Kannekanti Maanasa, Jagendra Singh, Hardeo Kumar Thakur, Rakesh Kumar, Neelam Gupta, Minal Bafna

914

Image Encryption using Improved Chaotic Map
Shova Dilla, Jagannath Sethi, Satyabhama Dash, Sushanta Kumar Sahu, Sudhansu Kumar Mishra

915

Privacy Enhanced Recommendation System using Hybrid Approach with Local Differential Privacy (LDP) & Advanced Encryption Standards (AES)
Sujit Sarkar, Shilpa Shinde, Rajashree Shedge

916

Design of Network Aware Smart Electrical Socket
Vivek Nandan, Manjula T R, Asha K S

999

Enhanced Green Communication Optimization for IoT Sustainability
A. Backia Abinaya, U. Surendar, R. Hinduja

1019

SE-ECC: A Secure and Efficient Symmetric Encryption Framework with Elliptic Curve Cryptography Key Exchange for Fog Communication
Priyanka Rajan Kumar , Sonia Goel

TS 14: Image Processing and Computer Vision (Online Mode via Google Meet)

686

Image Tampering Detection using Deep Learning
Sonali Gaikwad, Zainab Mizwan

688

Vision Transformer in Sports Action: Recognizing Athletic Activities across Varied Sporting Domains
Krunal Maheriya, Bhavya Patel, Mrugendrasinh Rahevar, Martin Parmar

708

Object Detection using Deep learning
Shubhangi Chintawar, Shalu Chopra, M. Vijayalakshmi

729

Unveiling Potato Leaf Diseases: A Deep Learning Approach for Identification
Dasari Naga Vinod, Svl Sai Neha, N. Sai Varshini, M. Shukriya

806

Efficient Real-Time Object Detection using YOLOV5
Manukumaar O G, Raghavendra Reddy, Kanika Lakhani Chaudhary, Prabhuraj Metipatil

1241

Guardians of Truth: Advancing Deepfake Detection with Transparency and Insight
Siva Sankar A, Akshay A S, Ananthakrishnan K M, Aswin G Menon, Siji Rani S

TS 15: Models and Algorithms (Online Mode via Google Meet)

668

Identifying Malicious Software: Leveraging Machine Learning to Analyze Reverse-Engineered Android Applications
B. Bharath Kumar , Arshad Mahmood Patel , Bandreddy Durga Vikas, Bongoni Sathwik, Nanduri Tej Nikhil

739

Diabetic Retinopathy Detection using Spiking Neural Network
J.Pradeep , M.Harikrishnan

747

Noninvasive Haemoglobin Estimation from Nail Pallor Leveraging Pre-trained Models and Graph Neural Networks
Sunanda Das, Abhishek Kesarwani, Dakshina Ranjan Kisku, Mamata Dalui

764

Deep Forest-based EEG Emotion Recognition for Mental Wellbeing
Vakula Rani J, Jayanthi Prathiba V Kalburgi, M, Gopikrishnan Kookkal, Aishwarya Jakka

824

Comment Section Harassment Detection Optimized by Modified Metaheuristic Algorithm
Jelena Gajic, Lepa Babic, Luka Jovanovic, Lazar Drazeta, Miodrag Zivkovic, Nebojsa Bacanin, Milos Antonijevic

Registration of Offline Participants

High Tea (For Offline Participants)

Keynote Talk 2 (Hybrid Mode)

Speaker: Prof. Saraju Mohanty, Department of Computer Science and Engineering , University of North Texas (UNT), Denton, TX

Keynote Talk 3 (Hybrid Mode)

Speaker: Prof. Dipti Srinivasan, Department of Electrical and Computer Engineering , National University of Singapore

Lunch (For Offline Participants)

TS 16: Data Science and Applications (Offline Mode)

335

To Develop a Joint Model that Performs two NLP tasks viz Query Correctness and Sentiment Analysis using Multi-Task Learning
Priyadarshini Patil, Pradnya Asundi, Darshan Bahubali Garagatti, Meena S M

690

LightGBM and Gradient Boosting for Optimizing Shipment Mode in Pharmaceutical Supply Chains
Prasad Jawale, Arnav Singhal, Sangeeta Oswal

716

WhatsApp Forensic Analysis for Group Chats using Exploratory Data Analysis and Natural Language Processing
Sonakshi Vij, Vidur Agarwal, Vinay Aggarwal, Vaibhav Goyal

846

Predictive Modelling based Cardiovascular Disease Risk Assessment using Machine Learning on Physical Examination Data
Kartikey Rana, Neelam Nehra, Geetanjali Sharma, Amita Yadav, Khateeb Ahmed Khan, Aman Dahiya

898

Word Embeddings for Emotion Detection on Amazon Product Review Dataset
Diksha Shukla, Sanjay K. Dwivedi

941

Prediction of PM2.5 in Smart City using Modified LSTM with Connected Memory
Arpita Narayan, Ayan Kumar Das

1120

Personality Traits Prediction in Online Social Networks with Dynamic Pooling-Based Convolutional Neural Network and BiLSTM
Kusum Kumari Bharti

TS 17: Emerging Technology (Offline Mode)

534

Analysis of YOLO Models for Person Detection with Hazardous Objects
Ayushi Singha, Disha Debnatha, Divya Chauhana, Gargi Sikarwar, Bhawana Tyagi

1110

A New Nature-Inspired Technique based on Earthquake Dynamics
Siddhi Kumari Sharma, Lavika Goel, Namita Mittal

1266

A Volterra Equalizer for Compensation of Nonlinear Phase Noise and Frequency Offset in 100 Giga-baud Fiber System
Neeraj Sharma, Satyasai Jagannath Nanda, Ravi Kumar Maddila

1309

Night Vision Surveillance:Raspberry Pi Based Human Detection in Dark
Abhishek Kumar, Shrajan Jain, Raghav Khajuria, Pooja Goswami, Prateek Dayal

1474

Maize Leaf Disease Detection Using Modified Grey Wolf Optimization Technique
Rajani Kumari, Sandeep Kumar

TS 18: Image Processing and Computer Vision (Offline Mode)

665

Fractional Coupled Active Contour Model for Image Segmentation
Ankit Kumar, Subit Kumar Jain

848

Segmentation of Brain Tumor from MR Images using Modified U-Net Model: An Empirical Analysis
Indrakumar K, Ravikumar M, Ds Guru

921

Segmentation of Mitral and Aortic Valves from Echocardiographic Images using Morphological Operations
Ravi Kumar M, Jagadesh A N, Indrakumar K

1226

DWMS-HGR: 1D CNN for Hand Gesture Recognition on Normalized sEMG Signals with Sliding Window
Naveen Gehlot, Rajesh Kumar

1270

Non-Invasive Measurement of HbA1C using Spectroscopic Method
Gaurav Jain, Amit Mahesh Joshi, M. Ravi Kumar

1326

Multimodal Emotion Recognition using Facial and Audio Features
Shakti Pathak, Abhishek Gupta, Muskan Jain, Swati Dave, Hemant Kumar Meena and Manisha Kumari Meena

1395

Severity Detection of Fall Armyworm Disease in Sorghum using Deep Learning
Padmashree Desai, Anushree Motagi, Srithan M.S, Anmol A, Thushara S And Sneha Varur

TS 19: Data Science and Applications (Online Mode via Google Meet)

647

SongSaga : A Recommendation System with Sequence Analysis
Stavan Shah, Miloni Shah, Purvi Parmar, Kriti Srivastava

673

A Systematic Review of Techniques for Automated Indian Sign Language Recognition
Manya Bhardwaj, Paras Yadav, Bhargavi Joshi, Pranjal Gautam, Suganya R

680

Optimizing Crop Productivity Through Sustainable Practices: A Machine Learning Approach
Ashvini Ladekar, Saurabh Magdum, Deokumar Manwar, Ajinkya Patil

694

Comparative Analysis of Detecting Anomalies in Real-Time Streaming Data
Mohammad Riyaz Belgaum, Kummari Suresh, Meeniga Tharun, Nandyala Sreenivasulu, C V Satyanarayana

698

Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks
Shyam K Sateesh, Sparsh Bk, Uma D.

859

Uncovering Depression with LSTM and NLP Transformers in Social Media Posts
Anuraag Raj, Zain Ziarat Ali, Shonal Chaudhry, Anurag Sharma

TS 20: Emerging Technology (Online Mode via Google Meet)

1037

Leveraging Fog Computing for Harnessing the Service Latency in Cloud-Fog Computing: A Deep Learning Approach
Suresh Kumar Srichandan, Sudorson Jena, Santosh Kumar Majhi, Kaushik Mishra

1057

EEG Biometric: Rapid Identification Across Varied Electrode Configurations and Limited Recording Times
Ritej Dhamala, Akash Biswas, Aashish Agrawal, Anupam Agrawal

1123

Honey Bees Algorithm Based Fuzzy PID Controller to Drive a Synchronous Motor in an Electric Vehicle
Bashar Reda, Rosy Pradhan

1187

Ascend.AI - Building Confidence Through Technology: A Technical Exploration of Facial Expression, Tone and Pitch Analysis with Chatbot Guidance.
Archit Rathod, Gargi Sathe, Siddh Shah, Kumkum Saxena

1240

Optimizing Battery Efficiency: Design and Implementation of a Fuzzy Logic based Controller for Hybrid Energy Storage System in Electric Vehicles
Mohini Rambhau Gunjal

1338

WaterMapVerify: Verifying and Mapping Water Concerns
Amol Bhilare, Harshita Yadav, Harshwardhan Bhadke, Vishwaraj Ingawale, Tejas Hatedikar

TS 21: Models and Algorithms (Offline Mode)

498

An Improved Explainable AI Model for Plant Disease Detection
Neha Dhirendra Sirur , Risheek Vishwanath Hiremath , Sindhu B V M , Gouri Arunkumar H , Priyadarshini Patil

682

Discrete Coati Optimization Algorithm for Solving Traveling Salesman Problem
Ashish Sharma, Satyasai Jagannath Nanda

876

Improved PSO-Based Lightweight Intrusion Detection System Applying Ensemble Learning Techniques
Arpita Srivastava, Ditipriya Sinha

1271

NLP Inspired Bayesian-Optimized Random Forest Classifier for Adverse Drug Events Prediction
Mani Butwall, Rahul Kumar Vijay

964

Comparative study of DEFI Lending Protocols Using LSTM
Sankalp Bhoyar, Sagar Chakraborty, Pahuni Choudhary, Kisor Ray, Biswabandhu Jana

1285

Hybrid CNN-Bottleneck Encoder based Feature Extraction Technique for Parkinson’s Disease Detection from Voice Signal
Pandit Vivek Kumar Pandey, Sitanshu Sekhar Sahu

1421

A Dual Channel CNN-LSTM Attention for Humanitarian Crisis Event Classification
Garvit Gopalani, Abhishek Upadhyay, Ganpat Singh Chauhan, Yogesh Kumar Meena

TS 22: Data Science and Applications (Offline Mode)

1127

Classification and Recommendation Methods for Sleep Apnea Syndrome
Mubashir A. R. Khan, Yashpal Singh, Harshit Bhardwaj

1219

Implementing Computational Intelligence for Student Classification and Recommendation
Syed Aamer Hashmi, Yashpal Singh, Harshit Bhardwaj

1280

A Deep Learning Approach for the Detection of Intrusions on Network Traffic
Uday Chandra Akuthota, Lava Bhargava

1306

An Analysis of Software Development for Agile Machine Learning Methodologies
Garima Nahar, Sonal Bordia Jain

1350

Transmission Line Fault Detection and Classification using Machine Learning with Symmetrical Components and FFT Analysis
Nidhi, Vikash Kumar Saini, Rajesh Kumar, Ameena S. Al-Sumaiti

1405

Dementia Prediction using Hybrid Capsnet-DNN on OASIS MRI Dataset
Sundeep Raj, Kaushal K. Bhatt, Kartikeya Jain, Sudhir Sharma

TS 23: Image Processing and Computer Vision (Online Mode via Google Meet)

841

Road Safety Reinvented: Accurate Accident Prognosis using Object Detection
Vasanth Kumar. Ch, Jayashree Rao. V, Raghavendra Rao. V

888

DPAFNet: Brain Tumor Segmentation using Dual Path Attentive Feature Network
Shyamlal S , M Prathilothamai

892

Visual Sentiment Analysis using Deep Learning Techniques based on Food Reviews
Anuj Khanvilkar, Shivanshu Meena, Dhairya Vora, Siddhi Gothivrekar, Siddhi Kadu

913

Automated Colorization of Grayscale Images using Superpixels and K-Means Clustering
Bharath C Kulkarni, Buddha Teja, Aditya Rama Hegde, Prajna Bhat, Nagamma Patil

927

Recognition of Mouth Movement Activity using Local Binary Pattern and Machine Learning
Aman Sharma, Rahul Kumar Chaurasiya

1299

Deep Learning Technique for the Classification of Dental Carries
Rudra Agrawal, Priya Chaudhary, Law Kumar Singh, Sumit Singh, Utpal Kumar, Samay Gupta

TS 24: Models and Algorithms (Online Mode via Google Meet)

839

Achieving Safer, More Efficient, and Smoother Pathfinding with LSTM Obstacle Prediction and Lyapunov Control
Surya Prakash, Priynka Sharma, Bibhya Sharma

923

Optimizing Yoga Pose Classification via Prototypical Networks a Meta-Learning Approach
Shubhashri Shetty, Samarth Hanchinamani, Diya Patilkulkarni, Prathit Kulkarni, Satwik Kulkarni, Nandan Harlapur, Uday Kulkarni, Meena S M

960

Harnessing Multiverse Optimization for Enhancing Breast Cancer Detection using Machine Learning
Nikita, Jyoti Yadav, Vijander Singh

961

A Survey of Fuzzy Clustering Methods and Validation Approaches
Pratik Singh Thakur, Sarada Mohapatra

1076

Deep AST based approach for Software Defect Prediction: An Comparative Analysis
Ruchika Malhotra, Priya Singh

1224

A Comparative Analysis of Quantum Programming Bug Detection Tools
Ruchika Malhotra, Bhawna Jain, Marouane Kessentini

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

702

Osteosarcoma Bone Cancer Detection
C A Payani, Chirag Gupta, K. Vamsidhar, Prajna Bhat, Nagamma Patil

706

Analysis and Monitoring of LTE-TDD Traffic
Purva Joshi

719

Impact of Social Media on Consumer Buying Decisions from E-Marketplaces
Sapna Dadwal, Dinesh Chandra Agarwal, Prabha Arya, Ritu Yadav

720

Exploring various Data Mining Techniques to Predict Heart Disease
Saatvik Krishna M, M Yoga Hiranmayi, Prasanna Kumar, Prajna Bhat, Nagamma Patil

741

Award Recommendation System using Trust-aware Matrix Factorization Method based on Students Feedback
Zakir Mujeeb Shaikh, Sonal Dipin Patil, , Akhtar Ismail Nadaf, Gazala Zuber Shaikh

Keynote Talk 4 (Online Mode via Google Meet)

Speaker: Dr. Jagdish Chand Bansal, Department of Mathematics, South Asian University, New Delhi

TS 26: Emerging Technology (Online Mode via Google Meet)

269

Enhanced Human Action Recognition using CNN and DCGAN Preprocessing on the KTH Dataset
Preeti Narooka, Aaryan Gupta, Pratyush Tak, Mayank Puri Goswami, Ranojit Palit, Mayank Keshan

1408

Robust Control of Magnetic Levitation System using Nature-inspired Algorithm based FOPID Controller
Monika, Sudhansu Kumar Mishra, Amit Kumar Sahoo, Subhendu Kumar Behera

1423

A Hierarchical Federated Learning Architecture for Medical Diagnosis
Neha B, Anagha R, Devika S Menon, Greeshma Sarath

1458

Digital Identity and Security Protection using Elliptic Curve Integrated Encryption Scheme with Delegated Proof of Stake in Blockchain
Pradeep

1469

Towards Responsible Software Systems by Leveraging Noise for Context-Aware Interpretable Gesture Recognition
Ggaliwango Marvin, Melissa M Ukech, Karen Kifuko, Kelvin J Akampa, Nasser Kimbugwe, Nakayiza Hellen

1472

Towards Anomaly Explanations in Water Treatment Systems
Olga Tushkanova, Evgenia Novikova, Elena Fedorchenko

1473

FL and Onion Routing-based Secure EHR Exchange Framework for Smart Healthcare System
Rajesh Gupta, Nilesh Kumar Yadav, Sudeep Tanwar, Anand Nayyar

TS 27: Image Processing and Computer Vision (Online Mode via Google Meet)

977

Probabilistic Decision Mask Network with Iterative Thresholding for Multi-Focus Image Fusion
Anirudhan K S, P.N. Kumar, Raghesh Krishnan K

981

Next Generation Number Plate Detection using Customized YOLOv9 Deep Learning Model with IoT Enable RFID Approach
Brajesh Kumar, Ankit Kumar, Gaurav Kumar, Shreya Choudhary, Shubhajit Panda, Ram Chandra Barik

1003

Capsule Net Based Snake Species Classification System
Harshal Sonarkar, Roshan Dhawale, Gaurav Nemade, Samarth Usture, Shrushti Raskar

1015

Real-Time Vehicle Detection and Counting for Traffic Management System
Naghul Adhithya

1058

Utilizing Transformer-Based Image Descriptors for Improving Chest X-Ray Analysis
Lakshita Agarwal, Bindu Verma

TS 28: Models and Algorithms (Online Mode via Google Meet)

858

Design and Analysis of a Meta Stratified Optimal Hybrid Model for Chronic Obstructive Pulmonary Disease Classification
Deepali Saini, Sumit Kushwaha

1141

Exploration on Identification of Optimal Evolutionary Descriptors for Predictor of Protein Structural Class
Apurva Mehta, Krishil Patel, Princy Gajera

1179

Software Bugs Classification using SVM, RF, DT Algorithms
Prathmesh Mahajan, Krushnal Choudhary, Niketan Rana, Raghav Kumar, Swapnil Deshmukh

1190

Transformer Generative AI Model for Enhanced Molecular Property Prediction
Roshan Rajesh Kotkondawar, Sanjay R Sutar, Arvind W. Kiwelekar, Shivajirao M Jadhav

1268

Protein Secondary Structure Prediction using Hybr-id CNN with Attention Mechanism
Bhushan V Wakode, S.P.Deshpande

1277

DAPC: Decomposed Action Prediction for Cooperative Exploration in Multi-Agent System
Devarani Devi Ningombam

TS 29: Data Science and Applications (Online Mode via Google Meet)

759

Unlocking Market Trends: LSTM-based Stock Price Forecasting for Intelligent Investments
Jaya Bharathi M, Ilavarasan S

789

A Review on Machine Learning and Deep Learning Methods Use for Fruit Quality Detection and Yield Measurement
Komal Bijwe, Ajay Gadicha

832

SaGaR-A Parts of Speech Tagger for Low Resource Language Awadhi
Hema Gaikwad, Jatinderkumar R. Saini

833

Multi-head Attention-aware Deep Ensemble Learning for IoT Malware Detection
Sakshi Virmani, Kriti Bhushan, Mohammad Zia Ur Rehman

854

A Comparative Analysis of Oversampling and Undersampling Techniques for Image Data Classification Across Varying Imbalance Levels
Deshant Singh, Anurag Sharma

TS 30: Image Processing and Computer Vision (Online Mode via Google Meet)

1105

Surface Water Change Detection Over Years Through Modified HSV based Colour Thresholding
Alwaaz Ahmad, Sudhansu Kumar Mishra, Rohit Kumar, Kk Senapati, Sitanshu Shekhar Sahu

1109

Keyframe based Video Summarization using Similarity Measure
Manjusha Yeola, Sunita Barve

1193

ISLO-Tuned InceptionResNetV2 and 3D U-Net: A Powerful Duo for Automated Renal Cancer Diagnosis
Vinitkumar Vasantbhai Patel, Arvind Yadav

1228

Secured File-Sharing: Hybrid Encryption and Network Theory for Enhanced Privacy
Siva Sankar A, Akshay A S, Ananthakrishnan K M, Aswin G Menon, And Siji Rani S

1231

Kernel Density Estimation based Clustering for Visual Walking Stick Detection in Human-Robot Coexisting Environments
Reeju Bhattacharya, Ronojit Pal, Pritam Paral, Anindita Sengupta

TS 31: Models and Algorithms (Online Mode via Google Meet)

1284

NeuroTransformer: Transformer Model for Motor Imagery Classification
Raghav Nanjappan, Vinutha N, Jayavrinda V

1302

Saliency Attention and Semantic Similarity-Driven Adversarial Perturbation
Hetvi Waghela, Jaydip Sen, Sneha Rakshit

1311

A Deep RL-based Active Learning Approach for Fetal Ultrasound Image Plane Labelling and Classification
Priya Pradiprao Phatale,Gargi S,Simi Surendran

1365

Compaction and Restoration of the S-transform based on N-fold Redundancy
Subrat Kumar Acharya, Pyari Mohan Pradhan, Lalu Mansinha

1403

Digital Filter Designing: Minimum-order IIR Filter Design with MATLAB
Prachisingh Chandel, Sandra D’Souza

1444

A Graph Isomorphism Network-based model for Privacy-Preserving Learning from Partially-Observed Sensitive Attributes
Nobin Sahu, Monidipa Das

TS 32: Data Science and Applications (Online Mode via Google Meet)

874

An Experimental Study of Binary Classification on Imbalanced Datasets
Dhanasiri Vamsi Krishna, Varada Kavya, Chirumamilla Sneha, Machavarapu Sai Sravya Sri, Venkatrama Phani Kumar S, Venkata Krishna Kishore K

928

Supply Chain Analytics to Predict the Risk of Late Delivery: A Machine Learning Approach
R.Sujatha, B.Uma Maheswari, D.Kavitha, James Arularasan

930

Enhanced Anomaly Detection in Secure Cloud Networks using Machine Learning
Shameer Babu, Pradyumn Nand, Shinu Abhi

944

Utilizing Large Language Models for Solving Computer Networking Queries
Vikrant Ramesh, Prahmodh R, Vishwannth J

950

Patient-Centric Drug Recommendation from EHR data: A Graph Neural Network based Approach.
Arti Rani, Hemraj Kumawat, Aditi Sharan

TS 33: Image Processing and Computer Vision (Online Mode via Google Meet)

1278

A Deep Learning Framework For Plant Disease Detection
Krishna Kumar Munda, Nagamma Patil

1315

Synthetic Data Generation of Chest Xray Images using Modified WGAN GP Algorithm
Kr.Senthil Murugan,Swapna T R

1339

Entropy Enhanced Bilateral Filter for Denoising Medical Images with Variable Region of Interest
Dikshant Vats, Sunny Kumar, Tanmay Arora, Vishal H. Shah, Prajna Parimita Dash

1346

Data Augmentation Technique for Deep Neural Networks to Classify Microscopic Iron Ore Images
Shama Firdaus, Shamama Anwar, Subrajeet Mohapatra

TS 34: Data Science and Applications (Online Mode via Google Meet)

962

Analysis of Impact of Economic Events and News on Mutual Fund Prices and the Market Trend
Sapna Jain, Saurabh Mukherjee

966

Anticipating Escalation in Employee Attrition Rates using Analytics Techniques for Strategic Workforce Management
Jagendra Singh, Hardeo Kumar Thakur, Nimisha, Gaurav Agrawal, Himani Grewal, Reshabh Dev

987

Medicine Stock Forecasting using Deep Learning-Based Demand Prediction Model
Tisha Murarka, Sanvi Bhelkar, Sanika Bhave, Anurag Sinha, Mayur Soni, Bhagyashree Hambarde

1002

Clustering of Data using Analytics In Bio-Technology using Cluster Validation
Govinda Rajulu.G, L Sharmila, D. Venkatesan ,Kalvikkarasi.S

1009

A Distributed Feature Aggregator Method for Selection of Top Ranked Genes from Microarray Datasets for Effective Prediction of Cancer
Imtisenla Longkumer, Dilwar Hussain Mazumder

TS 35: Image Processing and Computer Vision (Online Mode via Google Meet)

1385

A Deep Learning-Based Approach for Classification of Emotions using Intelligent Facial Expression Recognition
Anshu Kumari, Inder Swaroop Verma, Gunjan Chhabra, Apeksha Bhargava, Vikram Rajpoot, Akash Saxena

1402

A Case Study on Avicennia Community for Assessing Structural Variation Assessment through Scale Profiling using Laplacian of Gaussian Filter
Anindita Das Bhattacharjee, Swagatam Adak And Somdatta Chakravortty

1411

Recognizing Mangrove Dynamics for Assessing Cyclone Impact on Henry Island using Sentinel Data
Anindita Das Bhattacharjee, Pramisha Dutta, Torsha Roy, Somdatta Chakravortty

1422

Dynamic Slice Selection based 3D Brain Tumour Volumetric Segmentation
Yathish M , Vinutha N, Rohan R, Vikas Jutlad And Halaswamy M R

1425

Exploratory Study on the Impact of Data Augmentation on Aircraft Type Recognition from Remote Sensing Images
Homaiza Saud Ahmad, Manar Abu Talib, Qassim Nasir

TS 36: Data Science and Applications (Online Mode via Google Meet)

1028

Review on Advancement in Machine Learning and Deep Learning Techniques for Crop Classification
Sarita Yadav, Srishti Sharma, Poonam Chaudhary

1036

All You Need is Statistical Modelling to predict Epileptic Seizures in Advance
Anila Glory H, Shankar Sriram V S

1055

Effectively Predicting the Cardiovascular Heart Disease using Machine Learning Classifiers
Itha Veeranjaneyulu

1106

Unified Detection: Enhancing Information Reliability through Machine Learning Classification of Fake, Spam, and Legitimate Content
Saharsh Gupta, Ayush Goyal, Mehul Kumar, Saurav Kumar, Nishi Jain

1148

Harnessing Machine Learning for Sustainable Agriculture through Optimized Crop Planning
Anagha Negi, Hetal Bhavsar

TS 37: Image Processing and Computer Vision (Online Mode via Google Meet)

278

Gesture-Based Human-Computer Interaction: Enhancing Laptop/PC Operation Through Hand Gesture Recognition
P. Nagarani, Ratnam Dodda, Manoj Kumar Konda, Sravan Kumar G, Neelima Kotoju, Sandya Rani Marri

1439

Employing Grad-CAM in DL Models for Tumour Segmentation and Visual Explanation: An Empirical Study
Pranjal Singh Katiyar, Ramakrishnananda, Rosy Sarmah

1464

Gradient-weighted Class Activation Mapping for Malaria Microscopy Visual Explanations
Ggaliwango Marvin, Wasswa Goli Mark, Alabyekkubo Ssuubi Brian, Nakazzi Solome, Rashidah Kasauli

1467

Gradient-weighted Class Activation Mapping for Pneumonia Visual Explanations with Deep Transfer Learning
Ggaliwango Marvin, Marvin Rusoke, Nakazigo Olivia, David Muhumuza, Opio Douglas, Barbara Nansamba, Nasser Kimbugwe

1470

Trustworthy Intelligent Poultry Disease Diagnostics using Class Activation Maps For Deep Learning Visual Explanations
Ggaliwango Marvin, Rose Nakibuule, Nakayiza Hellen, Bukenya Abdusalaam, Bogera Henry, Joel Mr Ssekyanzi

TS 38: Data Science and Applications (Online Mode via Google Meet)

784

Mastering Feature Engineering: Unlocking the Art of Data Transformation for Enhanced Predictive Modeling with Neural Networks
Priynka Sharma, Maanvik Goundar, Kaushik Kumar

1159

Comparative Study of Clustering Algorithms for Customer Segmentation
Vismaya R, Devika Madhusoodanan, Hridyalakshmi Santhosh, Sarada Jayan

1167

Persistence and Fixed Autoregression Models for Time-Series Prediction of Net Asset Value (NAV) of Savings Fund
Amir Shaikh, Ashwani Kharola, Paritosh Mishra, Vishwjeet Choudhary And Sankula Madhava

1174

Emoji-RoBERTa: A Contextual Emoji Representation for Hate Speech Detection
Jinan Ali Aljawazeri, Mahdi Nsaif Jasim

1198

Deep Learning-based Electric Vehicle Charging Load Prediction: A Comparative Study
Zhou Zhongwen, Can Berk Saner, Dipti Srinivasan

1201

Explorative Analysis for Predicting Direct and Indirect Affected Population due to Alcohol Abuse in Karnataka using Machine Learning Techniques
Neha Dhirendra Sirur , Shreyas Airani , Amogh R Mangalvedi , P.G. Sunitha Hiremath , Nischay N. Sheshadry , Tulasa A. Badagi

TS 39: Data Science and Applications (Online Mode via Google Meet)

198

V2SL: The speech to sign language translator
Pravin Adivarekar, Ramya R B, Adarsh Devanand Sharma, Madhur Anil Shinde, Siddarth Shankar Sharma, Harjot Singh Sidhu

1242

Enhancing Agricultural Price Forecasting with Time Series Models: A Case Study on Tomato Markets
Prathilothamai M, Vinay K, Vishnu Vardhan K, Rama Vamsidhar G, Nithin U

1244

Hybrid Approach using Deep Learning Techniques to Enhance Forecasting Accuracy in GARCH Model
Tharun K K, Palanisamy T

1286

Deep Learning Based Predictive System for Smart Agriculture
M. Benedict Tephila , Ashitha. G , T. Joby Titus

1289

Optimizing Fertilizer Recommendations for Root Vegetable Crops through Soil Feature Analysis and Environmental Parameter Integration via Machine Learning Techniques
Mahadev Ajagalla, Manish Pandey, Jaytrilok Choudhary

1295

Multimodal and Multilingual Cyberbullying Detection using Deep Learning
Dasaroju Jagannadhachari, Ankit Kumar, Savala Deepika, Lasya Sree, Anupam Agrawal

TS 40: Data Science and Applications (Online Mode via Google Meet)

828

Image Denoising with DnCNN and Autoencoder: A Deep Learning Approach
Vaishnavi Kangralkar, Varsha Hulmani, Tushar Nasery, Swati Shilaskar

1300

Automated Judgement Summarization of Legal Documents with Machine Learning
Ayanika Samanta, Somdatta Chakravortty, Anuresh Ghosh, Shouvik Kumar Guha, Kanchan Yadav

1355

Diagnosis of Pneumonia from Chest X-Ray Images using Federated Learning
Asadi Srinivasulu, Saurabh Kumar, Rohit Chow-Dhury, Rahul Mahto, Anupam Agrawal

1373

Product Recommendation Systems: The Digital Transformation to E-commerce
Aman Mathan, Deepak Verma

1380

Comparative Analysis on the Effect of Feature Selection on Classification Performance
Sunita Beniwal, Neha Kathuria And Ashwani Kumar

1388

Performance Analysis of Social Media based Large Scale Dataset using Machine Learning Clustering Algorithm
praveen manepalli , Mahaveer Kumar

TS 41: Data Science and Applications (Online Mode via Google Meet)

584

VigilNet: Advancing Anomaly Detection with Hybrid Supervised Learning
G.Lavanya, Shanmuga Priya S, S.Selvanayagi, Surya

800

Exploring Budgetary Priorities in Telangana Government Budget Speeches (2014-2024) through LDA Topic Modelling: A Decadal Perspective
Sailaja Addaganti

1404

A Comparative Analysis of Machine Learning Models for Early Detection of Cardiovascular Disease
Anushree Raj, Shylesh B, Anushree R

1419

Bi-Modal Classification For Emotion Intelligence using Peripheral Signals
Preema P Y, Chandra J, C Steffi Angel

1424

Comparative Analysis of Deep Learning Techniques for Automated Plant Leaf Disease Detection: A Comprehensive Survey
Deepraj Evane, Meenu Chawla, Namita Tiwari

1441

Enhancing Abdominal Trauma Diagnosis with AI: Improving Detection, Care, and Outcomes Through Machine Learning
Mallikharjuna Rao K, Rachamadugu Subramanya Buvan, Mudumba Karthikey Prachodhan, Aneesh Narayan Bandaru

TS 42: Data Science and Applications (Online Mode via Google Meet)

416

Enhancing Goal Prediction Accuracy in Soccer: A Parametric Analysis with Machine Learning using XGBoost
Ayush Srivastava, Reetu Jain

864

DSS For Hate Speech Detection
Shaun Rodrigues, Chris Ruzario, Colin Pereira, Amiya Kumar Tripathy

1456

Enhancing Sentiment Analysis of Amazon Reviews with Deep Hybrid Parallel Fusion of CNN and LSTM using Pretrained Word Embeddings
Amrithkala M Shetty, Manjaiah D H

1462

English-Luganda Dataset to Leverage Machine Translation for Building Responsible Software Systems in Fintechs
Belinda Marion Kobusingye, Margaret Nagwovuma, Barbara Nansamba, Ggaliwango Marvin

1465

Linear and Seasonal Patterns for Gym Crowd Prediction
Dorothy Ankunda, Nasser Kimbugwe, Ggaliwango Marvin

1466

Transparent Multi-Strategy Learning For Bike Distribution Forecasting In Localized Operational Environments
Mugabi Samuel, Onen Simon, Ggaliwango Marvin, Innocent Ndibatya

Valedictory Ceremony (Online Mode via Google Meet)