ITI 2024 Program Schedule

Registration of Offline Participants

High Tea (For Offline Participants)

Keynote Talks (Hybrid Mode)

Keynote Talk 1 (Hybrid Mode)

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

Keynote Talk 2 (Hybrid Mode)

Speaker: Mr. Aninda Bose,Executive Editor at Springer Nature Group, London, UK

Lunch (For Offline Participants)

TS 01: Artificial Intelligence and Machine Learning (Offline Mode)

140

DLA-HDD: A Novel Deep Learning Architecture for Early Heart Disease Detection
Somya R. Goyal

209

Rainfall Prediction Models using BPNN and BPNN-PSO in Jhelum River Basin: A Case Study
Sandeep Samantaray

210

Hybrid Support Vector Machine Model with Harris Hawks Optimization is a Successive Tool for Flood Prediction: A Case Study
Sandeep Samantaray, S K Lal Mohiddin, Debi Prasad Panda, Chitaranjan Dalai, Deba Prakash Satapathy, Abinash Sahoo, Nihar R Mohanta

400

Impact of Gate Metal Engineering on the Electrical Performance of SOI MOSFETs
Prashant Kumar, Lalit Rai, Neeraj Gupta, Rashmi Gupta

401

Comparative Analysis of Adiabatic Techniques for Multiplexer Design
Prashant Kumar, Lalit Rai, Neeraj Gupta, Rashmi Gupta

409

Automated Tuberculosis Detection in Microscopic Images using CNN
Mukesh Saraswat

TS 02: Cybersecurity and Privacy (in Online Mode via Google Meet)

110

A Blockchain-Based Digital Asset Management System for Collaborative Transactions
Mamatha A, Vaneeta M, Uzma Sulthana, Ranjtha J, Syed Matheen Pasha

128

A Novel Federated Learning Approach to Memory-based Malware Detection Model using RMS Propagation and Sequential Classifier
Eswar M , Darshni B , Athibhan P

150

Deep Learning and Statistical Testing Approaches for Cyberattack Classification in Imbalanced Datasets
Ishvarya G, Kavya Sree Kammari, Sharanya Vanraj Thambi, Sarada Jayan

298

A Novel Approach for Identification of Information Defamation using Sarcasm Features
Reshma Kohad, Nidhi Khare, Sachin Kadam, Nidhi, Vishal Borate , Yogesh Mali

306

A Comprehensive Survey on Advancements in Machine Learning for Enhancing Network Attack Detection
Hitha Shanthini S, Sheeba Joice C

316

Enhancing Location Privacy through Context-Aware Multiple Plausible Trajectories
Mohammed Hasan, Nemi Chandra Rathore

TS 03: Data Science and Big Data Analytics (in Online Mode via Google Meet)

139

Risk Assessment using Exploratory Data Analysis in Financial Services
Ritam Ghosh, Soumen Kanrar, Angel Kanrar, Subhadeep Chakrarbarti

231

Transforming India's Indirect Taxation System Through Data Analytics and Artificial Intelligence
Pooja Devi, Madhusmita Mohanty, Rakesh Kumar

269

Fine-Tuning LLMs for Risk Assessment in Indian Employment Contracts
Hamsini V, Kirti S, Sudarshan Srinivasan, Bhaskarjyoti Das

279

A Temporal and Spatial Analysis of Seasonal Normalized Difference Vegetation Index of Varanasi District (India) using Google Earth Engine
Annu Kumari, Subbiah Karthikeyan

374

Optimizing the Performance of Naïve Bayesian Classification using RELSUn, a Bi-Stage Feature Selection Algorithm
Kalpana P, Sumathi P, Siva Balan R V, Padmapriya S

390

A Synergistic CNN and LGBM Model for Advanced Intracranial Haemorrhage Prognosis
Jossy P George, Jai Yadav, Akhil Nair, Peter M V, Bosco Paul Alapatt, Riya Baby

TS 04: Intelligent Systems (in Online Mode via Google Meet)

53

Design and Implementation of Matrix Multiplication Unit for Tensor Processing Unit
Akashgouda Patil, Saroja V Siddamal

103

A Novel Revolutionizing Approach Sustainable Smart Education Practices for Autism Spectrum Disorder Kids using Virtual Reality
Senthil G. A , R. Nanthini Priya, S. Sridevi, S. Prabu, K. Parkavi

174

Real-Time Pothole Detection for Enhanced Road Safety with YOLO Algorithm
Rohit Deokate, Nikee Kumar, Nikhil Mhaske, Atharva Pawar, Parth Sawant, S.P. Rao Borde, Nilesh B. Korade, Ashwini Bhosale

180

A Novel IoT and Machine Learning Approach for Crop Pattern Analysis for Improved Farming Efficiency
Aaryan Pratik Parshwa Pranav

182

Design and Development of an Energy Efficient Heart Rate Monitoring System using IoT Platform
Medha Roy Sarkar, Sukanta Chakraborty, Abhishek Majumder, Somen Debnath, Jayanta Pal, Swanirbhar Majumder

410

Integrating Simple Temporal Attention for Improved Video Summarization
Sarnali Sarkar, Manjunath Ramanna Lamani, Vinodha D

TS 05: Artificial Intelligence and Machine Learning (in Online Mode via Google Meet)

92

Optimizing Sarcasm Detection in Assamese using State-of-the-Art Transformer Model
Bikokhita Dutta, Deepshikha Das, Nomi Baruah, Surajit Dutta

112

Cyberbullying Detection in Assamese Social Media: A Comparative Study of BiGRU and CNN Models
Surajit Dutta, Tulika Chutia, Nomi Baruah

155

Improvement of Cellular Network Coverage Predictive System Utilizing Advanced Boosting technology
S. Kavitha, M. Shanmugapriya

160

Event Extraction from text using BERT-Enhanced Graph Attention Network
Pratima Singh, Amita Jain

181

Optimizing Adaboost Identification with Modified Metaheuristic for Fake News Detection
Mihajlo Protic, Luka Jovanovic, Milos Antonijevic, Marina Milovanovic, Miodrag Zivkovic, Nebojsa Bacanin, Aleksandar Jokic

193

MultiLayered Neural Network for Accurate Brain Tumor Diagnosis in MRI
Uttam Kumar Giri, Ramamani Tripathy, Hakam Singh, Rudra Kalyan Nayak, Balajee Maram

TS 06: Intelligent Systems (in Online Mode via Google Meet)

52

Design and Implementation of Dadda Multiplier in 45nm Technology
Rachanna U, Suhas Shirol , Sonal S, Shrushti M, Prashant A, Saroja V S , Vijay H M , Rajeshwari M

219

Energy Meter Monitoring using IOT
Prajkta Dandavate, Venugopal Baheti, Jineshwari Bagul, Archit Bagad, Arhant Bagde, Pranav Bagade, Ritesh Bagal

258

Real-time Session Monitoring Application using Machine Learning Algorithm
Madhusnuhi Panda, Soumik Ghosh, Swarnim Mandal, Parija Raul, Sujoy Datta, Monideepa Roy

263

Enhancement of Brain Tumor MR Images with a Fusion of Unsharp Masking and CLAHE for Segmentation using a Modified U-Net Model
Indrakumar K, Ravikumar M, D S Guru

274

Support Vector Machine Model for Optimal Human Computer Interaction for Analysing the Depressed Patient Emotions
Sabareeswari T.C, T.Keerthana, R.Kavitha, Poornima J

357

Enhancing Image Quality through Super-Resolution Convolutional Neural Network
Premanand V

TS 07: Artificial Intelligence and Machine Learning (in Online Mode via Google Meet)

256

Enhancing the Prediction of Optimal Crops using Explainable AI
Gondi Srivaths, Anita Shrotriya, Sunita Singhal

259

Ocular Disease Diagnosis using Convolutional Neural Networks Optimized By Modified Metaheuristic Algorithm
Sandra Petrovic, Luka Jovanovic, Milos Antonijevic, Marina Milovanovic, Aleksandar Jokic, Miodrag Zivkovic, Nebojsa Bacanin, Marko Sarac

261

Real-Time State-of-Charge (SOC) Prediction and Battery Optimisation with ML Algorithms
C. Raghavi

267

Multimodal PCOS Identification using XGBoost and VGG19 of CNN
Rakhi Bharadwaj, Sanaya Vaze, Riya Tambe, Samarth Urane, Varad Uttarwar

270

Lie Detection using Facial Expressions and Speech Analysis
Sayali Chaskar, Rihansh Hingad, Deepika Muchhala, Aditya Dagli, Aniket Kore

273

Improved Data Analytics using Deep Learning Algorithm in Internet of Things for Crop Yield Prediction
Sabitha.K, Rajeswari. M, D. Lita Pansy

TS 08: Artificial Intelligence and Machine Learning (in Online Mode via Google Meet)

283

Enhanced Obstructive Sleep Apnea Management using Deep Radial Basis Function for Accurate Prediction and Efficient Data Processing for Internet of Things
S. Muthumarilakshmi

284

Improving Dermatological Diagnostics: A Deep Learning and Spectral Analysis Study on Skin Cancer
Shubham Negi

291

HopeWVBL: Improving Automatic Hope Speech Detection using Word Embedding and Bidirectional LSTM
Sayani Ghosal, Devender Kumar Tayal, Amita Jain

313

Rice Crop Disease Classification using Fourier Transform
Dev Patel, Ansh Bhatt, Heet Chauhan, Meet Patel, Pankaj Sonawane

339

The Smart Detection of Ovarian Cancer in Complex Medical Images using Deep Learning
Ashish Kumar, Sandhiya B, K.Suganyadevi, Amit Garg, Rishi Gupta

340

Optimized Agricultural Plant Classification by Leaves using VGG-19 and VGG-16 Convolutional Neural Networks
Suri Babu Nuthalapati, Bushara A R, Abubeker K M

TS 09: Intelligent Systems (in Online Mode via Google Meet)

Industry Invited Speaker - I
Speaker: Vikas Vyas
AI Safety in Autonomous Vehicle

Industry Invited Speaker - II
Speaker: Prathyusha Nama
Advancing Test Automation through AI: Technical Exploration of Intelligent Quality Assurance Systems

Automated Threat Detection and Response Using LLM Agents
Ramasankar Molleti

195

A Hybrid Model of Deep Transfer Learning and Feature Fusion for Diabetic Retinopathy Classification and Grading
Someswari Perla, Balajee Maram, R. Creesy, Parul Datta, B Sravanthi, Shaik Saidhbi

241

Predicting Heart Failure using Machine Learning: An Evaluation of Classification Algorithms on Multiple Datasets
Dhruv Patel, Vedkumar Patel, Hemang Thakar