CSCT2024

Inauguration (Hybrid Mode)

High Tea (For Offline Participants)

Keynote Talk 1 (Online Mode via Google Meet)

Speaker: Prof. Apu Kumar Saha, National Institute of Technology, Agartala, India

Lunch (For Offline Participants)

TS 01: Emerging Technologies (Offline Mode)

Session Chair 1: Dr. Sourav Mallick, Associate Professor, NIT Sikkim

165

Neurocognitive Dynamics of Mind Activities: A Comprehensive EEG Analysis
Jaimala Gambhir, Anuj Awasthi, Prakhar Tomar, Sanket Kumar Singh, Shubham Mangal, Umesh Sikka.

TS 02: Smart Computing Applications (in Online Mode via Google Meet)

Session Chair 1: Dr. Pradeep Kumar, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Santosh Kumar Satapathy, Assistant Professor, Pandit Deendayal Energy University

154

Predicting The Determinants of Augmented Reality Technologies in E-Commerce Applications using Multianalytical Structural Equation Model (SEM) and Artificial Neural Network (ANN) Modelling
Komal Anand, Sheena Suresh

255

Enhancing Financial Sentiment Analysis with Pre-trained BERT-Based Models
Harish Vijay V, Premjith B

359

Building a Robust Labor Market Network: Leveraging Machine Learning for Enhanced Workforce Insights
Raj Sinha, Mamta Kumari, Prasenjit Chakrabarty, Md Gauhar Hasnain, Neshat Qamar, Neha Jha

379

SDIS: Stand-alone Digital Identity Solution using Blockchain SSI Framework for Distributed Identity
Dixa Koradia,Vikram Agrawal

482

Comparative Analysis of Various Sign Language Detection Methods for Indian Sign Language using Deep Learning
Shrawani Rayalkar, Nayna Chavda, Manan Sharma, Kartik Nimhan, Krish Bende, Raounak Agarwala, Harshvardhan Singh Rathaur

621

Optimizing Security and Scalability in Machine Learning for Cloud-Based Healthcare Systems
Harshvardhan Chunawala, Pratikkumar Chunawala, Puneet Gautam, Lowlesh Nandkishor Yadav, Amol Dattatray Dhaygude, Suman Kumar Swarnkar, Ankita Singh Baghel

TS 03: Smart Computing Techniques (in Online Mode via Google Meet)

Session Chair 1: Dr. Pratyay Kuila, Associate Professor, NIT Sikkim

Session Chair 2: Ms. Swathi Suddala, Data Analyst, independent researcher AI domain

Session Chair 3: Dr. Maneet Kaur, Assistant Professor, Khalsa College of Engineering and Technology, Amritsar

15

CNN Based Novel Approach to Administer Non-Proctored Online Examination
Ameer Mohamed Aslam Sujah, Ahamed Rameez Mohamed Nizzad, Samsudeen Sabraz Nawaz, B Bharathi, Abdul Cader Mohamed Nafrees, R Aroul Canessane, A Yovan Felix

184

Utilizing Discrete Cosine Transform for Video Compression and Encryption: An Algorithmic Approach
E.Sujatha, R.Suguna Devi, D.Naveen Raju, T. Indumathy

185

Gray-Scale Edge Detection Techniques: A Survey and Comparative Analysis
Surendar Rama Sitaraman, Poovendran Alagarsundaram, T. Aditya Sai Srinivas, Kalyan Gattupalli, Harikumar Nagarajan, Balajee Maram

258

Crafting Specialized Named Entity Recognition Models for Keyphrase Extraction
Poornima Shetty, Shashidhar Kini, Roshan Fernandes

393

Plant Leaf Disease Detection and Severity Assessment using Deep CNN Architectures
Anita Shrotriya, Khushi Soni, Shruti Paliwal, Sunita Singhal

478

Robust Retinal Vessel Segmentation for Pathology Screening Using Advanced Deep Learning Methods
N.Yuvarani, V.Sumalatha

TS 04: Emerging Technologies (in Online Mode via Google Meet)

Session Chair 1: Dr. Bam Bahadur Sinha, Assistant professor, NIT Sikkim

Session Chair 2: Mr. Adarsh Mohan Vaid, Manager, SAP Basis, American National Insurance Company

Session Chair 3: Mr. Chetan Sharma, Lead SAP BASIS, Tractor Supply Company, Brentwood, Tennessee, USA

345

Advanced Techniques in Deep Learning for Pancreatic Cancer Detection and Classification
Kandi Narasimhareddy, Narendra Gandikota

426

Analysis of stress vegetation of Caserta Royal Palace holm oaks with hyperspectral technique
Carmine Gambardella, Giulia Pica, Giovanni Alberti, Giuseppe Ciaburro, Rosaria Parente

442

Application of the Internet of Things Concept for the Organization of the UAV Control Channel
V. Kashtanov, V. Nemtinov, Yu. Protasova, P. K. Praveen, V. Morozov, A. Khromov

477

Influence of Socio-Technical Factors of AI-enabled ICTs in Governance
Prashant Kumar, Saurabh Kumar

524

NR2-A Novel Graph Based Encryption Algorithm
Raahul Anandh B, Namra Noman, Ria Kabra, Vatchala S

540

Intellectual Rooms based on Modern Computer Science Technologies
Pham Tuan Anh, Nataly Zhukova, Alexey Subbotin, Radhakrishnan Delhibabu

TS 05: Smart Computing Applications (in Online Mode via Google Meet)

Session Chair 1: Dr. Abhishek Rajan, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Jaimala Gambhir, Associate Professor, Punjab Engg College

337

Analyzing Currency Fluctuations: A Comparative Study of GARCH, EWMA, and IV Models for GBP/USD and EUR/GBP Pairs
Shruti Singh, Shantanu Kumar, Jitendra Sharma, Purnachandra Mandadapu

395

Deep Learning Dog Breed Identification and Classification
Shaik Zaheed Husain, Sireesha Moturi, Vattikuti Rakesh Kumar, Pulibandla Sai Kumar, G. Saranya , Munnangi Suresh

403

Disease Identification for Tea Leaves using Explainable Artificial Intelligence
Rishab Choudhury, Ramesh Chandra Poonia, Vandana Mehndiratta

432

The Role of Machine Learning In Financial Engineering: Credit Scoring Applications
Deepa Shukla, Sunil Gupta

851

Integrating IT and Financial Audits: Bridging the Gap between IT Controls and Financial Reporting
Shiksha Rout

TS 06: Smart Computing Techniques (in Online Mode via Google Meet)

Session Chair 1: Dr. Shakti Vashisth, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Vivek Kumar, Assistant professor, NIT Sikkim

417

Securing Energy Efficiency and Privacy in Wireless Sensor Networks through Edge Computing and Deep Learning Techniques
Banoth Samya, Kambhampati Vijay Kumar,Potu Narayana,Satyanarayana,Nimmala,Bandi Rambabu

461

The IoT System Intrusion Detection with CatBoost Tuned by Modified Chimp Optimization Aglorithm
Stefan Ivanovic, Milos Antonijevic, Jasmina Perisic, Luka Jovanovic, Tamara Zivkovic, Miodrag Zivkovic, Nebojsa Bacanin

462

Accuracy and Efficiency Gains in Waste Classification Through Continuous Learning and Advanced Techniques
Mothe Sathyam Reddy, Meena Madhavi, Munamala Sreya Reddy , Pothabattini Nikhitha, Nukala Vijaya Kumar, Moturi Sireesha

468

Making Sleep Disorder Classification using Optimized Machine Learning Models
Chandana Yamani, Dileep Kumar Modepalli, Abhishikth Dola, Yalavarthi Alimoon Shaik, S Siva Nageswara Rao, Sireesha Moturi

469

Enhanced Brain Tumor Segmentation using FPN-UNET Integration for Multiscale Feature Extraction
Ronak R Patel, Miral Patel, Mrugendra Rahevar, Smith Gandhi

792

Pigeon pea Leaf Region Extraction for Classification using modified U-Net and CNN Architectures
Vanita Bhimappa Doddamani

TS 07: Emerging Technologies (in Online Mode via Google Meet)

Session Chair 1: Dr. Molay Roy, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Nimai charan Patel, Assistant professor, NIT Sikkim

541

Blockchain-Enabled Security Solutions for Internet of Things (IoT): Addressing Centralization Challenges: A Review
Joni , Shuchita Upadhyaya Bhasin, And Monika Poriye

583

Explainable AI for PCOS Diagnosis: A YOLOv8 and Vision Transformer Approach
Mohith N , Vinutha N

633

Application of Open Source Tools for Assessing Cybersecurity in Domestic Wi-Fi Networks
Lidice Haz, Araceli Dávila, Alicia Karina Ruiz Ramírez, Jamil Josue Pulley Cajamarca

677

Blockchain-Driven Trust less Security Framework for Multi-Layered IoT Architectures: A Game-Theoretic Analysis of Attack Mitigation
Arun Kumar Arigela, A. Brahmareddy , T.S. Sreenivas, Mercy Paul Selvan, Nookala Venu, Devesh Kumar Lal

702

Estimating Supraglacial Debris Cover in the Sikkim Himalayas using Landsat 8 Data: Insights from Supervised Classification and NDSI Thresholding
Keerthana K, Geetha Priya M, Raghavendra K R

825

Optimizing Distribution Networks: A Study on Reinforcement Learning and Graph Convolutional Networks for Shipping Point Assignment
Anoop Kumar, Arpita Soni , Rajeev Arora

Industry Invited Speaker - 1

Harnessing Oracle AI Vector Search for Advanced Enterprise Data Insights
Speaker: Mr. Manjunatha Sughaturu Krishnappa, Senior Technical Leader, Oracle CSS Tech Delivery, USA

Digital Transformation and Innovation: Driving Business Growth
Speaker: Mr. Surendra Mohan Devaraj, Sr. Technical Program Manager, Asta CRS Inc, Texas, USA

Revolutionizing Digital Platforms with Generative AI: A New Era of Personalized Experiences
Speaker: Mr. Nitesh Upadhyaya, Solution Architect, GlobalLogic (part of Hitachi), Lutz, Florida, USA

The Future of Healthcare in India: Harnessing CCaaS and AI
Speaker: Mr. Vipin Kalra, Lead Cloud Engineer, Collaboration & Contact Center, Docusign, United States

Emerging Threats: The Latest Cybersecurity Risks and the Role of Artificial Intelligence and Cloud Security Tools in Enhancing Cybersecurity Defenses
Speaker: Mr. Fnu Jimmy, Senior Cloud Consultant, Cybersecurity, Deloitte, Tampa, Florida, USA

Transforming Automotive Engine Manufacturing: Leveraging Generative AI for Precision, Efficiency, and Innovation
Speaker: Mr. Shakir Syed, AI & Analytics Leader , Purdue University, Bargersville, USA

Implementing Capitation Models in Primary Care: Financial and Clinical Implications for Providers and Patients
Speaker: Mr. Venkata Krishna Azith Teja Ganti, Sr Data Support Engineer, Microsoft Corporation, USA

Speaker: Mr. Siva Prasad Ponnuru, Clientserver Technology Solutions LLC

Industry Invited Speaker - 2

Integrating AI with FinOps FOCUS for Enhanced Multi-Cloud Resource Allocation
Speaker: Mr. Nandakumar Ramachandran Pezhery, Vice President - Cloud Technology Solutions, Xoriant Inc USA

Explainable AI in Life Insurance
Speaker: Mr. Chandra Shekhar Pareek, Quality Engineering Senior Manager, Senior Manager at Accenture, Berkeley Heights, New Jersey, USA

Securing Cloud Environments with Zero Trust Architectures: Best Practices for Identity and Access Management (IAM) in Public and Private Clouds
Speaker: Mr. Ravi Kumar Vankayalapati, Infrastructure Lead, Equinix Dallas USA

Achieving Marketing Automation & Optimization through AI and Data Science
Speaker: Mr. Kasi Rajeev Oduri, Director of Data Science, Fortune 500, USA

Migrating your workloads to the Cloud. A comprehensive guide on how organizations should be migrating their workloads to the Cloud
Speaker: Mr. Srinivasa Rao Thumala, Senior Customer Engineer, Microsoft, USA

Adapting to Innovation: How Industries Identify and Embrace Emerging Technology Trends
Speaker: Mr. Karthigeyan Kuppan, Senior Manager of Software Engineering, JPMorgan Chase, Texas, USA

Exploring the Role of Prior Authorization in Healthcare Delivery: Streamlining the Approval Process for Timely Care
Speaker: Mr. Chandrashekar Pandugula, Sr Data Engineer, Lowes Inc,USA

Unlocking the Power of Generative AI Agents: A Framework for Building and Deploying Intelligent, Adaptive, and Grounded Systems
Speaker: Mr. Rajasekhar Nagamangalam, Google, USA

Industry Invited Speaker - 3

Secure your SAP on Azure: High Availability and Disaster Recovery Best Practices
Speaker: Mr. Harikrishna Madathala, Senior Customer Engineer, Microsoft, USA

AI Powered IOT: Transforming urban living
Speaker: Mr. Aditya Mahamkali, Associate , Goldman Sachs, USA

Smart Cities:Transforming urban living with IOT
Speaker: Ms. Manvitha Gali, Technical Lead, HCL America/Verizon, USA

Integrating Near Real-Time and Batch Data into Snowflake for Scalable Analytics
Speaker: Ms. Thrushna Matharasi, Data Engineering and Analytics, Frisco, Texas

Generative AI GuardRails: Understanding and Preventing LLM Security Threats
Speaker: Mr. Anuj Tyagi, Senior Site Reliability Engineer - AI & Cloud at RingCentral Inc USA

Speaker: Ms. Padmaja Dhanekulla, Principal Software Engineer, Connecting People LLC, USA

Integrating Machine Learning Algorithms in Big Data Analytics: A Framework for Enhancing Predictive Insights
Speaker: Ms. Swetha Chinta, ERP Cloud Developer, Caesars Entertainment, USA

AI-Driven Safety Innovations: Advancing Autonomous Vehicle Technology Through Real-Time Intelligence
Speaker: Mr. Rajesh Kamisetty, S&P Global Inc, USA

Industry Invited Speaker - 4

Building Scalable and Resilient Smart Systems for Critical Applications
Speaker: Mr. Gaurav Mehta, JPMorgan Chase

Graph Database Pruning to Enhance Knowledge Representation in LLMs
Speaker: Mr. Srinivas Murri, Lead DE, meta, USA

TS 08: Smart Computing Applications (in Online Mode via Google Meet)

Session Chair 1: Dr. Pratyay Kuila, Associate Professor, NIT Sikkim

Session Chair 2: Dr. Chandan Kumar Shiva, Assoc. Professor, SR University

Session Chair 3: Mr. Milavkumar Shah, Engineering Manager of Managers, Amazon Web Services (AWS), USA

421

Chronic Kidney Diesase Predicition using Machine Learning
Gaurav Ganesh Katkar, Shilpa Shinde

474

Overcoming Linguistic Challenges: Leveraging Deep Learning Techniques for Abusive Text Detection in Assamese Language
Tulika Chutia

482

Comparative Analysis of Various Sign Language Detection Methods for Indian Sign Language using Deep Learning
Shrawani Rayalkar, Nayna Chavda, Manan Sharma, Kartik Nimhan, Krish Bende, Raounak Agarwala, Harshvardhan Singh Rathaur

490

Detecting SMS Spam using LLM Techniques
Quang-Vinh Dang

501

Online payments Fraud Detection using Machine Learning models
T.G.Ramnadh Babu, Sireesha Moturi,Ch.Sandeep, R.Chaitanya Santosh, P.Lucky,S. Siva Nageswarao ,Dodda Venkata Reddy

510

Factors Affecting Customers’ Behavioral Intention Toward using Mobile Food Delivery Application Services: A Study in Phnom Penh, Cambodia
Phichhang Ou, Sambath Phou, Kimhou Kao, Rido Thath, Tithdanin Chav

TS 09: Smart Computing Techniques (in Online Mode via Google Meet)

Session Chair 1: Dr. Bam Bahadur Sinha, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Anjali Gautam, Associate Professor, DPG School of Technology & Management

Session Chair 3: Mr. Priyam Ganguly, Data Analyst, Hanwha QCells America New York, USA

473

Denoising ECG Images using Modified Adaptive Filter for Enhancement by Applying Contrast Limited Adaptive Histogram Equalization
Jagadesh A N, Ravikuamar M, Indrakumar K

481

Enhanced Malaria Detection with Custom CNN and Albumentation
Kathan Bhargavbhai Patel, Jinith Jigarkumar Naik, Mihir Alpeshkumar Makwana, Jay Prashantkumar Patel, Miral Patel

495

An Efficient VariableReduction Algorithm with Evolutionary Approach for UKM-IDS20
Kiran Sudam Pawar, Babasaheb Mohite

498

A Metaheuristic Approach on Virtual Machine Allocation using Backtracking and Simulated Annealing in Cloud Computing
T Lavanya Suja, B Booba

499

Evaluating the Correlation between the Depth and the Accuracy of Residual Networks for Crop Disease Classification
Sachin S M, Shradha Shaji, Anand M S, Sarang S Nair, Vinitha Panicker J

651

Prediction of Average temperature using hybrid A Symmetric Huber Loss Function-based ELM approach: A case study on Kokarnag, Jhelum River basin, India
Sandeep Samantaray

TS 10: Emerging Technologies (in Online Mode via Google Meet)

Session Chair 1: Dr. Abhishek Rajan, Assistant professor, NIT Sikkim

Session Chair 2: Mr. Ankit Bansal, Omnichannel analytics Manager, USA

705

Why Some Old Songs are Still Evergreen Even Today?
Greeshma N, Lakshmi Shankar Iyer, Sophia Shalini G B

706

A Neutrosophic MCDM Model for Analyzing Key Barriers in Warehouse Management Platform Adoption for Vietnam's Smart Reverse Logistics
Phi-Hung Nguyen, Minh-Vuong Pham, Que-Anh Thi Nguyen, Huong-Xuan Nguyen, Phuong-Linh Vu Tran, Huy-Thuan Ngac, The-Vu Pham

721

A Framework for Automating Compliance as Code using AWS Config and Ansible
Lokendra Sondhiya, Nishanth Kumar Pathi, Rashmi Agarwal

728

P-MASFEP: security-enhanced PUF-based Mutual Authentication & Session key establishment using Fuzzy Extractor & PKI
Harshit Tyagi, Divyashikha Sethia

733

Mangrove Health Analysis using Thermal and Vegetation Index Estimation from Multispectral Data
Swagatam Adak, Arghyadip Chowdhury, Anindita Das Bhattacharjee

TS 11: Smart Computing Applications (in Online Mode via Google Meet)

Session Chair 1: Dr. Shakti Vashisth, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Rahul Johari, Associate Professor, Guru Gobind Singh Indraprastha University

472

A Deep Learning Approach to Secure Movie Recommendation: An in-Depth Analysis
Ginika Mahajan

519

Plant Disease Detection using Deep Learning: A Focus on Pathogen-Based Classification
S.N.Tirumala Rao, Sireesha Moturi, M.Mounika Naga Bhavani, Mata Ajay Kiran, Kasthala Huggayi, D.Venkatareddy

529

Building a model of Physical Activity Recognition using Hierarchical AutoML
Vladislav Kovalevsky, Nataly Zhukova

553

United Against Hate: A Deep Learning Ensemble Approach for Robust Hate Speech and Offensive Language Detection
Bhawani Singh Rathore, Sandeep Chaurasia

562

Harnessing Machine Learning for Accurate Water Quality Monitoring and Prediction
Madira Srilatha, Maridu Bhargavi, Sanagapati Akanksha,Manne Kirety Chowdary,Bailodugu Ramanjamma

567

Misbehaviour Detection System and Novel attack detection using Deep learning in Internet of Vehicles
Lakshana, Abirami G, Nithiyashri S, V. Vetriselvi, R. Aishwarya, And A. Aruna Gladys

TS 12: Smart Computing and Cyber Security (in Online Mode via Google Meet)

Session Chair 1: Dr. Molay Roy, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Sonal Sharma Associate Professor Jain University, Bangalore, India

Session Chair 3: Mr. Anirudh Khanna, Senior data protection architect, Pacific gas and Electric, USA

500

K Nearest Neighbor Optimization of Silver Graphene Fiber Optic Sensor for Lung Cancer Detection
Nandan Chebbi, Roshan Balaji Mahashabde, Somesh Nandi, Sandeep Kumar, Jayanti Pn, Sahana B

527

Smart Computing Approaches to Adaptive Ensemble Learning for Detecting APT Threats through Network Behavior Anomalies
Vishwas Sharma, Dharmesh J. Shah

557

Harnessing Grey Wolf Optimization for Enhanced Deep Learning CNN in Rheumatoid Arthritis X-ray Analysis
R. Saveeth , K. Aruna Devi , D. Mani Bharathi , S Ravi Sankar

558

Enhancing Anomaly Detection in IoT Systems with an Ensemble of Machine Learning Algorithms
Ishika Agarwal, Krishna Girish, Prarthna Puhan, Ramanathan Lakshmanan

564

Anomaly Detection in DC Distribution Systems: A Wavelet and Autoencoder-based Method
Md Ismail Hossain, Mohammed Asaf-Ud-Doulah, Hasanur Zaman Anonto, Mehrab Islam Omi, Abu Shufian, Khandoker Mainul Islam

614

Analysis of Large Language Models for Abstractive Text Summarization
Akshita Singh, Manisha Saini, Parinita Singh

TS 13: Emerging Technologies (in Online Mode via Google Meet)

Session Chair 1: Dr. Vivek Kumar, Assistant professor, NIT Sikkim

Session Chair 2: Mr. Srikanth Bharadwaz Samudrala, Gen AI researcher, CLoud architect, USA

Session Chair 3: Mr. Sarat Chandra Routhu, Lead Engineer, Spruce Technology Inc, USA

749

Throughput Analysis Of Cooperative Massive MIMO System
Nikita Nikambe, S.S. Dhotre

751

VIMALA: Vision-based Interpretation and Modelling using AquaSpatioTemporalNet for Land and Aquatic Systems
Hariharan Ramamoorthy, M Dhilsath Fathima, Mohideen Abdulkader M, Ksshitij V Singare, Kameshwaran A

782

Benchmarking large language models: A comprehensive comparison of architectures and their implications
Achintya Shah, Yashvi Shah, Hrushik Mehta, Dhrumil Panchal, Nilesh Patil, Deepali Patil

827

Gaussian Process Regression for State of Charge Prediction: Overcoming Temperature Variability in Li-ion Battery Applications
Md Ismail Hossain, Khandoker Mainul Islam, Tarifuzzaman Riyad, Md Rafsan Jany, Al Shahriar Zishan, Mohammad Nasir Uddin

849

Computational Linguistics for Corporate Governance Research: NLP Application in Analyzing Shareholder Participation and Annual Report Readability
Arun Dsouza, Shridev Devji, Krishna Prasad, Suprabha Kr

TS 14: Smart Computing Applications (in Online Mode via Google Meet)

Session Chair 1: Dr. Nimai charan Patel, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Mithra Venkatesan, Associate Professor, Dr. D Y Patil Institute of Technology, Pune

Session Chair 3: Ms. Thrushna matharasi, Data Engineering and Analytics, Frisco, Texas

338

The Evolution of Football Betting: A Machine Learning Approach to Match Outcome Forecasting and Bookmaker Odds Estimation
Shruti Singh, Jitendra Sharma, Shantanu Kumar, Purnachandra Mandadapu

600

Explainable AI for Monkeypox Screening
M.Venkata Rao, N.Tirumala Rao, Moturi Sireesha, B. Naga Vishnu, K.Mabhu Subhani, P.Ranga Nayak, S.Jayanth

628

AI-Powered Ball-by-Ball Commentary for Cricket Matches using CNNs and RAG
Radha Senthilkumar, Prabakaran P, Sandhya G, Dhanvi Balaji & Jayanthi P

652

Leveraging Machine Learning and Artificial Intelligence for Sentiment Analysis in Financial Markets: A Comprehensive Systematic Review
Bhanupriya Choyal, Shweta Sharma

658

Deep Diabetic: Detecting Diabetic Eye Diseases with Neural Networks
Nukala Vijay Kumar, Sireesha Moturi, Manideep Tadala, Jupalli Rajesh, Manikala Manikanta Rambabu, Othe Sathyam Reddy

687

Potato Leaf Disease Detection using Lightweight CNN Architecture and Explainable AI
Bhaskar Dey, Debdutta Mukherjee, R. Jothi

TS 15: Smart Computing Techniques (in Online Mode via Google Meet)

Session Chair 1: Dr. Sourav Mallick, Associate Professor, NIT Sikkim

Session Chair 2: Dr. Santosh Kumar Satapathy, Assistant Professor, Pandit Deendayal Energy University

566

Hybrid CNN-Bidirectional LSTM Networks for Advanced ECG Signal Classification and Arrhythmia Fibrillation Detection
Md Ismail Hossain, Sarowar Hossain, Farden Alamin, Al Shahriar Zishan, Md Rafsan Jany, Abu Shufian

581

Feature Selection based Hybrid Ensemble Learning for Detection of Network Intrusion
G.Suresh Reddy, K.Lakshman

598

EMU-Net: Glioma Substructures Segmentation using Modified U-Net Architecture
S.Syedsafi, P.Sriramakrishnan

599

Feature Augmentation and Convolutional Neural Networks for Accurate Prediction of Heart Disease
T G Ramnadh Babu, Kolipaka Bhavana, Gude Chaitanya, Madagunda Sravani, Rafi Shaik, Sireesha Moturi

601

Efficient Monkeypox Diagnosis via Attention-Based MobileNetV2 Architecture
Mothe Suneetha, Shaik Khaja Muneer, Surugula Srikanth, Singu Vamsi, R. Sathees Kumar, Sireesha Moturi, Dodda Venkata Reddy

779

Brain Tumor Detection Using Deep Learning with EfficientNet-B0
Chandana Yamani, Siva Nageswara S, Triveni Bollisetty, Rama Durga Bhavani Devarasetty, Venkata Naga Hemantha Lakshmi Pondugula

TS 16: Smart Computing Applications (in Online Mode via Google Meet)

Session Chair 1: Dr. Pradeep Kumar, Assistant professor, NIT Sikkim

Session Chair 2: Professor Pokkuluri Kiran Sree, Shri Vishnu Engineering College of Women(A)

Session Chair 3: Dr. Mahendra Lalwani, Rajasthan Technical University Kota

692

Thermography based Breast Cancer Detection using Texture and Frequency Features
S. Kiruthika, J. Joshan Athanesious, Adiya Chopra

697

Automated Diagnosis of Eye Diseases using Convolutional Neural Networks: A Study of CNN Architectures with Emphasis on the Enhanced RetiLayNet for Early Detection of Vision Impairment
Aparna C A, Manju B R

699

Detecting Diabetic Retinopathy Disease Stages using Deep Learning Model
K. Lakshmi Prasanna, G. Kumari

712

Malaria Cell Classification with Highlighted Infected Spots
Marella Venkatrao,Kota Chandrasekhar,Mukkapati Vasudevarao,Vanipenta Sri Harsha Reddy,Sireesha Moturi,Abburi Ramesh

713

Improving Movie Recommendations Through Hybrid Model Integration of Collaborative and Content-Based Filters with Data Analysis
Megha Sahu, Vikas Sakalle

722

A Comprehensive Two-Staged MCDM Model for Risk Assessment in Vietnam’s Fintech Crowdfunding Sector
Phi-Hung Nguyen, Duong Hoang Trieu , Cu Thi Phuong Nga, Vu Trung Thanh,Vu Vinh Quang And Nguyen Thi Quynh Chi

TS 17: Smart Computing Techniques (in Online Mode via Google Meet)

Session Chair 1: Dr. Abhishek Rajan, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Gitanjali Mate, Associate Professor, JSPM's Rajarshi Shahu College of Engineering

650

Tall Array Method Efficiency in Computing Statistics of Big Data
Vadim Romanuke, Patrycja Trojczak

667

Optimizing Class Imbalance and Enhancing Intrusion Detection in SDN Environments using Deep Learning Models
K.Suresh Babu, M.Sireesha, T.G.Ramanadh Babu, G.Venkatesh, D.Sreenivas, M.Venkatesh

678

Optimizing Energy Efficiency and Latency in IoT Devices through AI-Based Adaptive Protocols in Fog-Edge Computing Environments
Arun Kumar Arigela, A. Brahmareddy , T.S. Sreenivas , Mercy Paul Selvan, Nookala Venu, Devesh Kumar Lal

688

In-Depth Analysis of Deep Learning Approaches for Acute Lymphoblastic Leukemia on Blood Smear Images
Anamika Ratna, Anshika Solanki, Ritika Kumari

696

A Comparative Study on Association Rule Mining Algorithms like Apriori, Fp-Growth, ECLAT, Enhanced Apriori, and Rapid Association Rule Mining
Mayuresh Pednekar, Abujaid Ansari, Soham Hajare

850

Conversational Risk Analysis: Identifying and Classifying Potential Threats in Interpersonal Communication
Ankit Bansal, Srikanth Bharadwaj, Prithvi Panchineni, Swathi Suddala

TS 18: Smart Computing Applications (in Online Mode via Google Meet)

Session Chair 1: Dr. Shakti Vashisth, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Kusum Kumari Bharti, Assistant Professor, NIT Jalandhar

730

Leafy Vegetable Freshness Classification using Transfer Learning
Prakash Koneti, Jb Simha, Rashmi Agarwal

739

A Stacked Deep Learning Model for Accurate Dementia Detection using Transcript Data
Hemantha Kumar H S, Pavithra D, Tanuja R, Manjula S H

757

A Review of Retrieval-Augmented Generation-Based Large Language Model Chatbots for Enhanced Academic and Administrative Support in Universities
Pralhad Gavali, Rohit Jadhav, Vivek Chougule, Aditya Jadhav ,Sakshi Pise, Siddhi Patil

790

Smart Intrusion Detection Systems: A Novel Intrusion Detection Framework by Leveraging SMOTE-ENN with RF and XGBoost
Ratnesh Kumar Choudhary, Sameer Tembhurney, Khushi Barole, Khushi Malik, Rahul Raut, Prachi Joshi

794

Landslide Detection and Mapping with Satellite Imagery: A Machine Learning Approach
Harshit, Devroop Das , Gavish Kumar, G.Saranya

815

Brain Tumor Detection using ML Techniques based on HOG and SVM
N.Gopinath, Saket Srikanti

TS 19: Smart Computing Techniques (in Online Mode via Google Meet)

Session Chair 1: Dr. Soumyabrata Das, Assistant professor, VNIT nagpur

Session Chair 2: Dr. More Sharmila Sharad, Assistant Professor, MIT ACSC Dehu Fata, Pune

622

Integrating IoT and Machine Learning for Adaptive Crop Yield Forecasting: A Cloud-Based Approach
Harshvardhan Chunawala, Pratikkumar Chunawala, Amol Dattatray Dhaygude, Lowlesh Nandkishor Yadav, Swapnil Jain, Suman Kumar Swarnkar, Kirti Nahak

707

Enhanced Land Use Identification from Aerial Imagery: A Deep Learning Framework with Dynamic Gradient-Guided Sharpening
Vikrant Rajendra Shinde, Rajesh N, Hemprasad Yashwant Patil

723

Forensic Face Construction and Recognition
Aryan Dodke, Tejas Hande, Apoorva Holkar, Pranav Jain

724

A Hybrid Approach For Improve Performance of Image Steganography using Deep Learning Techniques
Sapna Kaneria, Varsha Jotwani

726

Ship Target Detection in Synthetic Aperture Radar Imagery using Deep Learning
R Thogaivani, Yuvaraju M, Rashmi Agarwal

727

Classification and Anomaly Detection in Thyroid Nodule Ultrasound Images Based on the GSO-Inception-v3 Hybrid Model
Duong Trong Luong, Sy Thien Dinh, Minh Nghia Phan, Thi Ngoc Minh Nguyen

TS 20: Smart Computing Applications (in Online Mode via Google Meet)

Session Chair 1: Dr. Manohar Mishra, Associate Professor, SOA University

Session Chair 2: Dr. Mausumi Goswami, Associate Professor, CHRIST (Deemed to be University), Bangalore

819

Differential Diagnosis of Pulmonary Diseases using Convolutional Neural Network with LSTM Architecture
Shazia Mannan, B. H. Shekar

822

Integrating Handcrafted MLBP and Deep Features using VGG16 for Face Presentation Attack Detection
K Vannurswamy, B.H Shekar, Bharathi Pilar, Karunakar A Kotegar, Frank Jiang

823

Class-Balanced Ensembled Framework for Android Malware Detection
Diptimayee Sahu, Satya Narayan Tripathy, M Soujanya

829

Impact of Interpretability on Bias in ECG- Based Models for Cardiac Disease Detection
Saroj Kumari, Raghav Mehra

843

Enhancing Health care with AI: Chatbot with Patient Care
Saksham Singh,Ayush Raj,Athrav Mugale, G. Saranya

844

Enhancing Early Diabetic Retinopathy Detection: Explainable AI for Microaneurysm Identification
Ranjith Narapinni, Shashank Tumula, Pawan Kumar,G. Saranya

TS 21: Smart Computing Techniques (in Online Mode via Google Meet)

Session Chair 1: Dr. Molay Roy, Assistant professor, NIT Sikkim

Session Chair 2: Dr. Nahid Fatima, Associate Professor, Prince Sultan University Riyadh

741

Fast Distributed Observer for Multi Agent Systems Subjected to Byzantine Attacks
Ranjana Singh, Ranjith Ravindranathan Nair

747

Enhanced Bearing Fault Detection and Classification using Machine Learning and Statistical Feature Extraction in Rotating Machinery
Arul Jothi S, Yuvaraja M, Krish Sharma, Mugil M R, Nilarghya Sarkar, Vishnu Dharsan

748

Text Compression Techniques: A Study of LZW, RLE Huffman and Extended Huffman Coding
Milind Kulkarni, Rujuta Joshi, Saurabh Kadam, Ayush Joshi, Dnyaneshwari Jagdale

768

Real-Time Obstacle Avoidance using Monocular Depth Estimation and Optical Flow Techniques
Mohammad Adil Shaikh, Mohammed Az Syed, Chetan Yadav, Jish Joy, Archana Bhise

813

Optimizing DDoS Detection using Machine Learning Approach
Saswati Chatterjee, Rinku Vedu Patil, Mukesh Chaudhary, Rinkal Dharmesh Sarvaiya

833

Automatic Brain Tumor Detection and Classification using Double Layers Approach
Jeyavani, Vidhya Saraswathi

Keynote Talk 2 (Online Mode via Google Meet)

Speaker: Prof. Siba K Udgata, University of Hyderabad, India