2^nd International Conference on Artificial Intelligence: Theory and Applications (AITA 2024)

Registration of Offline Participants

High Tea (For Offline Participants)

Keynote Talk 1 (Online Mode via Google Meet)

Speaker: Prof. Narayan C. Debnath, Eastern International University, Vietnam

Lunch (For Offline Participants)

TS 01: Data Analytics and Computing (Offline Mode)

470

Empowering Knowledge Sharing Through AI-Driven Semantic Video Search
Mayank Somani, G S Mamatha

677

Cyberbullying Detection in Low Resource Code-Mixed Languages using ML and NLP Techniques
Nidhi Saralaya, Jashma Suresh Pp, Sridevi Saralaya

710

Automatic Speech Recognition with Customized BiGRU Hybrid Model for Real-Time Speech Analysis
Anushka Tonk, Arsh Akhtar, Pankaja Lakshmi . P

789

Evaluating Public Perception of ChatGPT's Impact on the Job Market Through Twitter Sentiment Analysis Using the VADER Model
Raghavendra Rao G N, Harish R

790

Demystifying Patterns and Trends Across Different Data Science Skills and Job Roles: An Analysis of Key Determinants using Machine Learning
Avisek Kundu, Nitesh Dhar Badgayan, Seeboli Ghosh Kundu, Geetha V Sharma

793

Seeing is Believing: the Impact of Augmented Reality on Customer Shopping Behaviour of Lenskart in Bangalore
Noor Firdoos Jahan, Abhilash K, Aaron Goes

TS 02: Intelligent Systems (Offline Mode)

751

Swarm and Metallurgy-Inspired Techniques: Optimizing Job Scheduling on Uniform Parallel Machines
Rashmi Benni, Rajeshwari Belagali, Keerthi Raikar, Shashikumar Totad

757

Statistical Approaches For Segmentation of Abdominal Aorta Aneurysm using Medical Image
Rashmi Benni, Akash Gurusiddappa Bhagoji, Swayam Kalal, Deepa Mulimani

493

Optimizing Resource Allocation in V2X Networks with Multi-Head Attention based Mechanism using Transformers Networks
Irshad Khan, Manjula S H

691

Smart Asthma Inhaler: Childhood Asthma Management through Real-Time Monitoring and Personalized Care
Advik Narendran, Anantha Hothri Inuguri, Hemanth Saga, Thangam S

763

Metaheuristic Approach to Generate Therapeutic Sound Frequencies for Neurological Disorders
Evelyn Jessica, Aditya Purohit, Rashmi Benni, Sujata Kulkarni

TS 03: Image Processing and Machine Vision (in Online Mode via Google Meet)

264

Silent Listener: Deep Learning-based Visual Speech Recognition
Aiswarya Mohan K, T Allwin Kingstan, Don Philip, Ananthu Santhosh

277

Deep Belief Networks for Unsupervised Feature Learning and Improved Image Recognition
Sunil Shukla, Sneha Mishra, Jagendra Singh, Kirti Mishra, Charmy Khapra, Pradnya Morey

317

Automated Digital Hand Gesture and Speech Recognition Based Presentations
Vijaya Prakash R, Maduri Ram Charan Teja, Suhaas Sanga, Renukuntla Dhanush, Kothapally Prem, Gurrapu Aditya Krishna

388

Precision Brain Tumor Segmentation in MRI using SwinFuseNet: A Deep Learning Approach Integrating CNNs, SWIN Transformers, and DCML
Vikash Verma, Pritaj Yadav

453

Deep Learning-Enabled Glaucoma Detection Application: Harnessing Amazon Rekognition for Automated Diagnosis
Sreeram Nair, Venugopal K P, Hari Govind Rajesh, Govind Murali, P A Abekaesh, Parvathy R

458

Advancing Underwater Image Quality Enhancement through Hybrid Deep Learning Architectures
Ghanshyam Sahu, Virendra Kumar Swarnkar

TS 04: Robotics, Internet of Things (IoT) and Control System (in Online Mode via Google Meet)

244

An Optimize Meta-Analysis Secure Data Management in Internet of Medical Things (IoMT) Smart Healthcare Systems Based on Blockchain and Multi-Access Edge Computing
Senthil G. A, R. Prabha, L. Prinslin, A. Rohini, S. Sridevi

259

Smart Farming: Integrating Remote Sensing Data and Machine Learning for Real-Time Crop Monitoring and Decision Support
Suman Kumar Swarnkar, Omprakash Dewangan, Namrata Shrivastava, Purushottam Kumar, Swapnil Jain, Gopesh Kumar Bharti

484

Voice Control Integrated Navigation System for Autonomous Robots
Rohan Inamdar, Kavin Sundarr, Ajeyprasaath KB, Krishna Kumba

496

Pathfinding in Autonomous Robotics: Balancing Risk, Energy, and Environmental Impact in Diverse Path Networks
Surya Prakash, Bibhya Sharma

629

Optimized Pathfinding for Autonomous Robots: Enhancing Operational Range and Safety in Varied Terrains
Surya Prakash , Akarshan P. Sami , Bibhya Sharma

656

A Simulative Study on the Pivotal Role of the Active Disturbance Rejection Controller (ADRC) in Feedback Control System Design
Sami Jan Lolu, Muhammad Abid Bazaz

TS 05: Data Analytics and Computing (in Online Mode via Google Meet)

110

Orator-IQ: Interview Preparation and Speech Analyzer
Pragya Tripathi, Megha Soni, Himali Suroshi, Anushree Salunke

111

WordAhead: Next Word Prediction Engine
Vishal Meharwade, Naveen Pawar, Vittal Katwe, Vineet Paithanker, Priyadarshini Patil

127

Data Validation using Decomposition Technique for Data Transfer Network
Maya P Shelke, Madhuri Kethari, Aparna Mete, Trupti Tekale, Renuka Patil

131

Analysis of Hotel Reviews - A Performance Improvement Model using BERT, VADER& XLNet
G Sreeja , G Krishna Kumari, K. Suresh Kumar

390

Hindi Sentiment Analysis on Tweets
Anshika Bajpai, Mayank Garg

399

AI-Powered Code Editors: Revolutionizing Bug Detection
Padala Laxmi Praneeth, Sai Sandeep Nandipati, Ayalasomayajula Sai Kanakadri Viswas, Harshit Vallamkonda, Parvathy R

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

184

Ransomware Detection using Machine Learning and Explainable AI
Sushir Meti, Vinayak Sidramayyanmath, Sangamesh Patil, Priyadarshini Patil

233

Breast Cancer Detection and Classification using ML Techniques
Radhey Shyam, Megha Pant, Mohammad Monis Khan

269

Shadow Traces: An Unraveling Crime using Time Distributed LSTM
Nimmymol Manuel, Nandana Suresh, Nirupama R Pillai, Sana Mathew, Vinaya Prasad P

276

A Comprehensive Assessment of Developing a Forecasting Model for Kidney Stone Formation using Deep Learning Approaches
Gajendra Sharma, Jagendra Singh, Harsha Sammangi, Meenakshi Sharma, Rajlakshmi Pandey, Sanjay Srivastava, Gaurav Agarwal, Ishaan Singh

364

Harnessing Open World Machine Learning for Advanced Malware Detection: A Survey
Abhishek Patil, Rajvardhan Jadhav, Abhishek Shinde, Jayesh Shinde, Dipmala Salunke, Nilesh Uke

396

Deep Learning For Cervical Cell Analysis: Towards Automatic Diagnosis
Jyoti Neeli, Shamshekhar S Patil, Bhavin Kapadiya, Sharathchandra Patil

TS 07: Image Processing and Machine Vision (in Online Mode via Google Meet)

460

Comparative Performance Analysis of Segmentation Methods In Cervigram Images
Lalasa Mukku, Jyothi Thomas, Radha, Shoba K

497

A DST-DCT Based Adaptive Color Image Watermarking Scheme Using Coati Optimization Algorithm
Subodh Kumar, Neeraj Kumar Sharma, Naveen Kumar

544

Design and Analysis of a Hybrid Algorithm for Image Steganography and Image Encryption
Kanika Dhiman, Kartik Verma, Anant Murgai, Satveer Kour, Manjit Singh, Himali Sarangal, Harmandar Kaur, Butta Singh

588

Extraction of Retinal Blood Vessel using Intensity Histogram
Prabal Deep Das, Sabir Moin Shaikh, Umesh S. Koyande

598

Handwritten Recognition System using Image Acquisition Technique
Govinda Rajulu.G, L. Sharmila, D. Venkatesan Gov, Kalvikkarasi. S

TS 08: Robotics, Internet of Things (IoT) and Control System (in Online Mode via Google Meet)

671

Unlocking the Skies: Addressing the Government Support and Policies are Fueling for the Adopting Drones in Last Mile Deliveries
Kalya Lakshmi Sainath , Lakshmi Devasena C

701

Enhancing the A* Algorithm for Autonomous Navigation in Model Sail Boats: Optimizing Path Planning under Variable Wind Conditions
Grégory Witmer, Rolf Dornberger, Thomas Hanne

746

An Efficient SDN Load Balancing Algorithm using Switch Migration
Tummala Varshith, Thanush S Koneri, Tetali Syam Kumar Reddy, Sreebha Bhaskaran

759

Design of a Robust Load Frequency Controller Using PID, GA and IMC for Hydro Turbine Power Systems with Non-Minimum Phase Dynamics
Supriya Y. Bhuran, Sharad P. Jadhav

765

Robust Control of Time-Delay Systems using Particle Swarm Optimized Fractional-Order PID Controller
Diptee Patil, Sharad Jadhav

Keynote Talk 2 (Online Mode via Google Meet)

Speaker: Dr. Madan Mohan Tito Ayyalasomayajula, Sr. Technology Architect Infosys, Texas, USA

Industry Invited Speaker - I

Speaker: Mr. Santhosh Pendyala, AI & Analytics Program Manager, Product Management, Cognizant Technology Solutions, USA
Enhancing Data Engineering Architecture with Cloud Solutions

TS 09: Data Analytics and Computing (in Online Mode via Google Meet)

411

Deep Learning in Optimizing Production Inventory Model of Electric Vehicle batteries with Recurrent Quality checks and Electronic Waste Cost Parameters
M. Renee Miriam, P. Balakumar, Shaik Moinuddin Imran, Nivetha Martin, M. Clement Joe Anand, S. Sujitha Priyadharshini

412

Challenges and Advancements in Automated Music Transcription: A Focus on Multiple Pitch Estimation
Shantanu Kumar, Shruti Singh

419

Difficulty Level Prediction on Evaluating the Quality of Question Papers using Bloom's Taxonomy
Nikita Bhatt

421

How Similar are Programming Solutions Generated by LLM-based Generative AI tools: A Semantic Clone Detection Approach
Aditi Gupta, Rinkaj Goyal

431

Social Media Harassment Detection Based on Modified Metaheuristic Optimized Adaboost Classification
Dejan Bulaja, Luka Jovanovic, Jasmina Perisic, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Bacanin

473

Modelling Real-Time Solar Energy Prediction using an Ensemble Learning Approach
Anika Kamath, Joyal Isac S, Amutha S

TS 10: Intelligent Systems (in Online Mode via Google Meet)

404

Machine Learning Strategies for Enhanced Disease Prediction and Management
Sakshi Taaresh Khanna, Sunil Kumar Khatri, Neeraj Kumar Sharma

410

Data-Driven Approaches to Green Building Material Selection using Deep Learning
Sakshi Taaresh Khanna, N. Anitha, Utpal Saikia, S. Indrakumar, M. Clement Joe Anand, S. Sujitha Priyadharshini

449

Ingredient Alchemist: Enhancing Recipe Recommendation Systems through Intelligent Apriori Algorithm
Akshay Pm, Amruth Raja Josyula, Syed Yousuf Fardeen, Harshith Golla, Parvathy R

463

Identification of Hepatocellular Carcinoma Biomarkers using Machine Learning Techniques
Freny Babaria, Yojna Vare, Sakshi Wagh, Komal Lawand, Gajanan Nagare

468

Integrating Explainable AI with Machine Learning for Accurate Liver Disease Diagnosis
Konyala Anish Reddy, Ashly Ann Jo, Ebin Deni Raj

472

AI-Driven Self-Healing Cloud Systems: Enhancing Reliability and Reducing Downtime through Event-Driven Automation
Rajeev Kumar Arora, Anoop Kumar, Arpita Soni, Aniruddh Tiwari

TS 11: Image Processing and Machine Vision (in Online Mode via Google Meet)

673

One-Shot Face Classification using Siamese Neural Networks
Balamurali S, Puneet Mittal, Sukhwinder Sharma

703

Classification of Buried IEDs And Buried IED Decoys using Convolutional Neural Networks on Ground Images from Thermal Cameras Embarked on UAVs
Issaka Daouega, Sadouanouan Malo, T. Frédéric Ouedraogo

705

Classification and Identification of Rice using Image Processing Technique: A Review
Hemanta Kalita, Mirzanur Rahman

715

Innovative Approach to Cucumber Pests Detection: Leveraging Roboflow for Annotating and Training
Hemalatha N , Rithika Adappa, Sreekumar K M

767

Deep Learning for Reliable Landmine Detection: A CNN Approach to Minimizing False Positives
Mahamat Ismael Hassan, Daouda Ahmat Mahamat, Samuel Ouya

775

Enhancing Crop Image Classification: Comparative Analysis of Augmentation Techniques for Small Datasets
Shruti Singh, Shantanu Kumar, Purnachandra Mandadapu

TS 12: Data Analytics and Computing (in Online Mode via Google Meet)

490

Evaluating The Vietnamese Logistics Companies Using the DEA-Malmquist Model
Phi-Hung Nguyen, Lan-Anh Thi Nguyen, Thu-Hoai Thi Nguyen, Minh-Tri Tran, Hoang-Son Nguyen, Huyen-Trang Thi Tran And Duyen-Linh Le Tran

492

New Approaches for Winner Determination via Minimum Weighted Vertex Cover Computations
Gordon Su, Akshata Tiwari, Anand Narasimhamurthy, T. K. Satish Kumar

494

P-HSSN: A Framework to Detect Punjabi Hate Speech in Social Networks
Ravneet Kaur, Sukhvir Singh, Sartaaj Singh, Prabhinderpal Singh, Jasraj Singh

519

Accelerating Hate Speech Classification with GPUs: A Multi-Layer Approach with String Matching and Transformers
Alaa Aldarf, Alaa Shaker, Igor Bessmertny, Mohammad Yassin Sobeih

527

Prioritizing Risks in AI-Enabled EdTech Platforms: An Analytic Hierarchy Process Approach
Ankita Priti Roy, Kerena Anand, Elangovan N, Halaswamy D

552

An Analysis of Random Vector Functional Link Neural Networks: Approaches and Applications
Geethanjali S., Sasikala S.

TS 13: Intelligent Systems (in Online Mode via Google Meet)

474

Assessing Depth of Anesthesia using PPG Signals
Neeraj Kumar Sharma, Sakeena Shahid, Subodh Kumar, Sanjeev Sharma, Tanya Gupta, Rakesh Kumar Gupta, Naveen Kumar

475

Exploring EEG Feature Extraction and Explainable AI for Accurate Depth of Anesthesia Prediction
Sakeena Shahid, Neeraj Kumar Sharma, Subodh Kumar, Sanjeev Sharma, Rakesh Kumar Gupta, Naveen Kumar

500

Enhancing Cybersecurity with Artificial Immune Systems in IoT Environments
Priynka Sharma, Kaylash Chaudhary

518

Acute Lymphoblastic Leukemia Subtypes Detection using Swin Transformer Model
Prakeerth Prasad, Jani Anbarasi L

529

Leveraging Pretrained Models for Meat Freshness and Spoilage Detection
Priyadharshini Arumugam

546

Detecting Parkinson's Disease Early: A Study of Spiral Handwriting Utilizing Pre-Trained CNN Models
Rushali Deshmukh, Shreyash Kudale, Satyam Pawar, Shweta Jagadale, Harshal Tambe

TS 14: Data Analytics and Computing (in Online Mode via Google Meet)

556

Data Preprocessing and Feature Selection Approach for an Automated Expert Finding System for Academic Events
Harshada V. Talnikar, Snehalata B. Shirude

589

Comprehensive Analysis of Canine Parvovirus Outbreaks: Predictive Modelling and Evaluation Metrics
Mishael Sneha, Gokulapriya R, Balamurugan M

627

Construction and Application of Knowledge Graphs in Requirement Engineering Process
Preeti Malik, Lata Nautiyal, Varsha Mittal

639

Language Models in Financial Fraud Detection: A Comparative Study
Neha N, Vishalakshi Prabhu

662

Stock Opening Price Prediction using RNN and LSTM
Laxmi Narayan M D, Balaji N

674

Early Investigations Into Music-Induced Neural and Cardiovascular Responses
Prasad Purnaye, Sanket Salvi

TS 15: Intelligent Systems (in Online Mode via Google Meet)

558

Q-Learning Embedded Sine Cosine Algorithm for Optimizing Deep CNN in Dengue Disease Spread Detection
K. Saraswathi, R. Rohini

587

Use of Artificial Intelligence Over Conventional Methods for Rapid Detection of Alternaria Porri, Responsible for Causing Purple Blotch Disease in Onion Seed
Deepa Nainwal, Ankur Singh Bisht, Karuna Vishunavat, Saurabh Gangola, Samiksha Joshi, Pradeep Kumar Sharma

623

Optimization and Evaluation of a Hybrid Generation System with Power Smoothing Functionality Employing Fuzzy Logic Control
Ms Tanzeela Waquar

633

Emotion Recognition using GRU-based Neural Networks on EEG Data
Ankit Tomar, Paras Jain, Vishan Kumar Gupta, Kamal Kant Verma, Ashish Kumar, Vidisha

644

AGCRNL : Automatic Glaucoma Classification using Residual Network and LSTM
Sudeshna Pattanaik, Payal Mittal, Rosy Pradhan, Santosh Kumar Majhi

645

Intrusion Detection System in IOT using Multiple Machine Learning Models
Santosh Kumar Majhi, Khushi Agrawal, Swarupa Panda, Rosy Pradhan

660

Advancements in Cyber Security using Deep Learning Techniques Attack Detection for Trojan Horses
Amutha S, E Sagin Sandoz Fernando, G. Jayanth, K Ajay Kumar Reddy, K Angel Jean Vincy, Nivethika K

TS 16: Data Analytics and Computing (in Online Mode via Google Meet)

675

Exploring the Dynamics: Analyzing Trends in Wind and Solar Energy Production
Milind Shah, Dweepna Garg, Kinjal Gandhi, Jigar Sarda, Adit Jindal, Kush Jindal, Ankita Bhatt, Jay Mochi

685

A Unique Spacy and Textblob Bases NLP Approach for Financial Data Analysis
Atharv Bhilare, Shubhangi Tidake, Vishnupant Potdar

690

Black Box of Investor Sentiments: A Scientometric Review
Bhanupriya Choyal, Shweta Sharma

712

Estimating the Dynamic Properties of Steel Fiber Reinforced Ultra High Performance Concrete
Chi Trung Nguyen, Ngoc Thanh Tran

713

Enhancing Scholarship Opportunities: A Multi Label Classification Approach
Vaishnavi Padiya, Vidit Gala, Shubham Mehta, Pratham Shah, Lynette Dmello

717

Generative AI for Constraint Optimized Layouts in Chemical Warehouses
Anagha Kini, Diya M Hande, Hamsini V, Dhriti Rajesh Krishnan, KS Srinivas

TS 17: Intelligent Systems (in Online Mode via Google Meet)

678

Machine Learning Based Hybrid Approach to Detect Intrusion in Wireless Communication
Bobby Sharma, Google Kakati, Vikramjit Kakati

697

Inceptionv3+CNN A Hybrid CNN Model for Lung Disease Detection using Chest X-Rays
Anushree Raj, Yogitha M, Deepthi S

729

Real-Time Zero Day Attack Detection with Proximal Policy Optimization
Premanand Ghadekar, Chinmay Saraf, Vaishali More, Sarthak Khare, Parth More, Harshita Bhagat

737

Mobile Device Multi-Factor Authentication System with Face-Password Integration and CNNs
Sagar Dhyani, Prashant Kulkarni, Abhishek Bhatt

750

Prediction of Inter-ocular Rice Leaf Disease using Deep Learning Approach
Shiva Prasad. N, Kiran L.N. Eranki

TS 18: Data Analytics and Computing (in Online Mode via Google Meet)

753

Scalable and Real Time Sentimental Analysis using NLP And Distributed Concepts
Kodati Bhanusri, Koti Leela Sai Praneeth Reddy, Julakanti Sai Yaswanth, Sreebha Bhaskaran, Nalini Sampath

754

Exploring Factors Impacting the use of Wearable Devices in India
Saumya Misra, Rachana Adtani

762

Comparative Analysis of Advanced Machine Learning Algorithms in Direct Marketing for Anticipating Bank Term Deposit Subscriptions
Rushikesh Ghule, Prashant Kulkarni, Abhishek Bhatt

776

Exploring Moroccan Economic Horizons: The Emergence of Artificial Intelligence in Macroeconomic Prediction
Abderrahim Ferroud, Mkik Marouane, Ali Hebaz

779

Getaway Guide – ML Powered Travel Itinerary Curation
Devarshee Thopte, Medha Shah, Tanay Dave, Lynette Dmello

TS 19: Intelligent Systems (in Online Mode via Google Meet)

672

Enhancing Image Security: A Hybrid Approach Integrating Chaos-Based Encryption and Autoencoder-Based Transformation
Vaishnavi Gogineni, Hanshitha Challa, Akarsha Chinta, Sharan Tupakula

758

Sustainability Testing of AI based Admission prediction model
Vineet Kumar, Vivek Singh Malik, Pradeep Tomar, Arun Solanki

764

FHRL-ISO: Implementing Fuzzy Heuristic Search Algorithms using Reinforcement Learning for Intelligent System Optimization
Jayant Shekhar, Utpal Saikia, A. Manshath, Parul Sharda, M. Clement Joe Anand, Aparna Marwah

774

Leveraging Potentials of AI to Use Agro-Industrial Waste, Tomato Pomace, in the Development of Lycopene-Enriched Functional Food for Advancement in Healthcare Methods
Vidhi Swarup, Bhawana Thukral

786

A ML based Decision Support system for the Health Risk Analysis Encompassing Insurance Premium
Prasanta Baruah, Amarjeet Kumar Singh, Bhagyashree Nath, Nerswn Baglary, Pankaj Pratap Singh

791

Enhancing Pneumonia Diagnosis with Convolutional Neural Networks: A Comprehensive Evaluation
Nikita Tanni, Manu Elappila, Nithin Premjith, Tessa George

TS 20: Data Analytics and Computing (in Online Mode via Google Meet)

679

Enhancing Multi-Criteria Recommendation Systems with Hot Deck Imputation and User-Specific Similarity Measures
Nithish Chouti, Sakshi Kusale, Sanket Mishra, Shashank Rajora, BAM BAHADUR SINHA, Prabhu Prasad, Manjunath K Vanahalli

730

Genetic Algorithm for Feature Selection in Machine Learning-Powered Credit Card Fraud Detection
Vishnu Potdar, Abhishek Bhatt

731

A Literature Review on Sentiment Analysis
Ahongsangbam Dorendro, Haobam Mamata Devi

738

E-FuTuRe: Enhancing Fuzzy Ensemble Models for Future Predictions Using Transfer Learning Techniques with Differential Equations Approach
V. Kavitha, Josephine Rebecca. M, A. P. Pushpalatha, M. Clement Joe Anand, K. Arun Prakash, Tripti Tiwari

747

A Multimodal Approach for English to Telugu Translation with FNet and Transformer Models
Joshita Malla, Ujwala Kanumuri, Swathi Mytreye Chaganti, Swaminathan Jayaraman

749

Next Activity Prediction Based on Multi-Sensor Smart Home
Pratik P Ganer, Divya Udayan

752

Eat Well, Feel Good: The Positive Impact of Blockchain enabled Geographic Indication (GI) Labeling on Consumer Consumption Values
Abhinita Daiya, Dhanya Pramod, Kanchan Pranay Patil