EPJ Web of Conferences

Open Access

Preface 00001

Haipeng Liu, Tien Anh Tran, Pradeep M. Jawandhiya and Mangesh Ghonge

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532800001

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Android-based Action Recognition with 3D CNN and UCF 101 dataset 01001

Abhijith Dasan, R. Darshan, Ashvyn Kumar, M. S. Minu and J. Arthy

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801001

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Enhanced Face Detection Using Multi-Cascade Face Detection and Deep Ladder Neural Network 01002

Anshul Pande and Priti Voditel

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801002

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Enhancing Online Fraud Detection: Leveraging Machine Learning and Behavioral Indicators for Improved Accuracy and Real-Time Detection 01003

Prasad Shaha and Vidya Gavekar

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801003

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From nature to computation: Bio-inspired optimization techniques and applications 01004

Chandrashekhar Goswami, Chin-Shiuh Shieh and Prasun Chakrabarti

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801004

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Early Detection of Parkinson's Disease: Ensemble Learning for Improved Diagnosis 01005

Komal Raut and Vijaya Balpande

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801005

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Autonomous navigation system for remote campus exploration 01006

Venkat Reddy Annapureddy

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801006

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Harnessing Deep Learning for Lung Cancer Detection and Prevention: A Comprehensive Survey 01007

Dipika Tidke and Satish S. Banait

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801007

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Shattering Stereotypes: VR's effects on learning and skill development for people with impairments 01008

Yusra Barik, U. Ananthanagu and R. Shekar

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801008

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A Deep Learning Approach for Diabetic Retinopathy Classification Using Retinal Images 01009

Kavita Rathod-Jadhav and Aparna Pande

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801009

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Data Mining Techniques for Early Detection and Classification of Plant Diseases: An Optimization-Based Approach 01010

Swapnil Wagh and Ruchi Sharma

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801010

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Enhancing Sustainability in Higher Education Through Design Thinking and OBE Integration 01011

S. B. Warkad, D. A. Shahakar, K. A. Dongre and H. S. Kulat

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801011

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Design of an Improved Model for Gear Fault Diagnosis Using Acoustic Data and EfficientNet-Based Deep Learning Process 01012

Shubham Bundele and P.V. Kane

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801012

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Probationary Confidence Value Mechanism for Trust-Based Autonomous Routing in MANETs with Sequence Number Validation 01013

V. B. Kute, M. K. Nichat, S. S. Sagane, P. G. Nemade, S. R. Choudhary and K. K. Chhajed

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801013

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Impact of Refuge on the Dynamical Behavior of a Tri-Trophic Food Chain Model Under Allee Effect in Prey Species 01014

Lokesh Kumawat and Harpreet Kaur

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801014

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Design of an Improved Model for Smart Grid Pricing Using ST-GNN-PNet and MAD-RL-StackelNet 01015

S. A. Jalit, S. B. Warkad, P. R. Rane and S. V. Bonde

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801015

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Enhancing Surgical Precision and Recovery: A Review of Medical Robotics and AI Integration in Modern Operating Rooms 01016

Mohammad Shahnawaz Shaikh, Neelesh Kumar Jain, Nileshkumar Patel, Dhanya Das, Anju Mahesh and Snehal Thakor

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801016

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Performance Enhancement of Solar Water Distillation Using Rectangular Aluminium Fins 01017

P. B. Inglee, V. G. Goret, M. G. Walecha and A. W. Mahore

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801017

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A Comprehensive Review on the Role of Vegetation in Open Channels and its Impact on Sediment Transport and Flow Dynamics 01018

Rutuja Vyawahare and Sandip Tatewar

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801018

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Blockchain Based Shipment Tracking System 01019

Shrinivas Sonkar, Omkar Shinde, Harshal Rane, Pushkaraj Sahane and Prathamesh Shinde

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801019

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Action Recognition Using a Deep Neural Network for Video Surveillance 01020

Dhanwantari Thenge and Sandip Patil

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801020

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Enhancing Personalized Fitness: Integrating Large Language Model 01021

Praful R. Pardhi, Saurabh Wagh, Gaurav Sharma, Abhash Goyal and Pavan Pawar

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801021

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Enhancing Business Success Prediction: A Data-Driven Machine Learning Mode 01022

Arpit Deo, Manish Korde, Anant Tiwari, Anant Jain and Akash Choudhary

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801022

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Comparative analysis of machine learning classifiers and deep learning models for categorization of Knee Osteoarthritis 01023

Arpit Deo, Manish Korde, Amit Khatri, Aman Jain, Ashish Kumawat and Vineeta Rathore

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801023

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A Robust Ensemble Approach for Crop Recommendation Based on Environmental Parameters 01024

Bharti S. Rinayat and Bhagyashri Dharaskar

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801024

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Ai for anomaly detection in glacier movement identifying climate change effect using machine learning 01025

Sukhmeen Kaur and Sunil Kumar

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801025

• Abstract
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Class Balancing for Soil Data: Predictive Modeling Approach for Crop Recommendation Using Machine Learning Algorithms 01026

Kranti G. Sapkal and Avinash B. Kadam

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801026

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Enhanced Underwater Image Restoration and Clarity Optimization Using Advanced Digital Image Processing Techniques 01027

Punniyakotti Varadharajan Gopirajan, T. Pradeep and R. Charan

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801027

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Cloud Resilience: A Comprehensive Review of Infrastructure-as-a-Service Security Issues 01028

Nitin Chopde, Atul Raut, Shrikant Chaudhari, Yogesh Shelokar and Pratik Yawale

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801028

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Landscape Design Criteria for Children with Special Needs 01029

Amaal Elattar, Yasser Farghaly and Amr Atef Elhamy

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801029

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Transforming Healthcare: The Role of Machine Learning in Early Disease Detection – Innovations, Hurdles, and the Road Ahead 01030

Saginala Prasanth

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801030

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Improved Audio Separation Using U-Net and ICA 01031

Vagisha Gupta and K.R Seeja

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801031

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Hybrid Deep Learning-Based Security Model for Robust Intrusion Detection in IoT Networks 01032

Jayashri J. Patil and Ramkumar Solanki

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801032

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Robust Brain Tumour Classification: Comparative Deep Learning Analysis with Ensemble Modelling 01033

Aditya Verma and Disha Wankhede

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801033

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Prediction of Steering Angle in Autonomous Vehicles Using Deep Learning Approach 01034

Yogesh Karemore and Swati Dronkar

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801034

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Brain Tumor Classification Using FCM, DenseNet, and SVM with Transfer Learning Techniques 01035

Vivek Rai and Nirupma Tiwari

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801035

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Improving Mental Health Diagnosis with Hybrid Ensemble Models: A Data-Driven Approach 01036

Sachin Malave, Bharti Khemani, Rucha Kelkar, Urvi Balekundri, Shravani Bogar and Areen Kolekar

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801036

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A Comparative Study of Honda and Toyota Brands in Hybrid Vehicle Sustainability Using the Competitive Profile Matrix (CPM) Framework 01037

Karina Aginta Putri, Kartika Syukla Nasukha, Maria Yosefa Febriyanti and Sofiani Rasyid

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801037

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Nutrient deficiency detection and classification in coffee leaves using deep learning models 01038

Lalita Randive, Shubhangi Sapkal and Deepak Bornare

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801038

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Windows Sphere: Multi-Modal Operating System Control for Disability Support using Artificial Intelligence 01039

R. Sudharsanan, Aayush Mishra, Bhuvanesi Barua, Prateek Rane and Gopirajan PV

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801039

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Video-Based Facial Emotion Recognition using YOLO and Vision Transformer 01040

Vidhi Sareen and K.R. Seeja

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801040

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Deep Learning Approaches for Retinal Disease Diagnosis: Insights from Fundus and OCT Analysis 01041

Sarvesh Kumar, Vipul Dixit and Madhuri Gupta

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801041

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A Competitive Profile Matrix analysis of emerging electric vehicle models: Advancing sustainable urban mobility in Indonesia, insights from Wuling and BYD brands 01042

Arfan Ahmad Bagusputra, Berith Atmaodi, Muhammad Farid Syaifullah and Moch. Stiawan Joddy

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801042

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Indian Legal Judgment Summarization using LEGAL-BERT and BiLSTM model with Adaptive Length 01043

Varsha Naik and K. Rajeswari

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801043

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Detection of Diseases in Malvaceae Family plants using Enhanced Deep Learning Algorithm with Color Level Descriptor 01044

Mangesh K. Nichat and Sanjay Yedey

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801044

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OncoFusion: Multi-Model Approach for Generalized and Ovarian Cancer Detection with Stacked Ensembles 01045

Sarika Zaware, Rutuja Neharkar, Ayesha Sayyad, Aarya Patil and Salma Mulla

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801045

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Bridging the Security Gap in SDLC: Challenges and Solutions for Local IT Firms in Bangladesh 01046

Fatima Ibrahim, Youhana Ebnul Ashfaque, Md. Roknuzzaman, Merajul Islam, Sadia Jaman Sumi, Nujhat Nahar and Mahady Hasan

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801046

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Advances in Cybersecurity: A Comprehensive Review of Emerging Threats and Defense Mechanisms 01047

Sandeep M. Jadhav, Rachana V. Mahule and Aditya P. Sontakke

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801047

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Predictive Framework for Sustainable Engineering through Machine Learning and Cross-Sector Collaboration 01048

Abhik Choudhary, Upasana Adhikari, Dipankar Roy, Subir Gupta, Priyanka Roy and Aparna Bhaduri

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801048

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Delay Normalization Technique to Disrupt Covert Timing Channels Using Active Warden 01049

Vrushali Uday Uttarwar and Dhananjay M. Dakhane

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801049

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Enhancing biodiversity monitoring with CNN: Invasive plant species detection 01050

Mukunda Sri Konatham, Jayasree marrapu and M. Gopinath

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801050

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Efficient Classification of Pomegranate Diseases Using Deep Learning Models and Interactive Visualization 01051

Gaurav Mishra, Jagruti Nagaonkar, Harsh Parmar and Gaurav Joshi

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801051

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Computer-Aided Diagnosis Techniques for Brain Tumor Segmentation and Classification Using MRI 01052

A. B. Gadicha, Prachi V. Kale, G. D. Dalvi, M. M. Mohod, S. C. Pakhale and S. M. Khan

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801052

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AI-Powered Human Activity Recognition for Real-Time Detection of Inactive Workers in the Workplace 01053

Arina Noor Abdul Sayeed and Devishree Rohit Naidu

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801053

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Analysis of Hybrid Car Competitiveness in Indonesia: A Comparative Study of Toyota Hybrid and Suzuki Hybrid 01054

Aditya Wibowo, Naufa Asyraf, Muhammad Fahmi and Sigit Wibowo

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801054

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Universal IoT-Enabled Smart Battery Charging Optimization: Leveraging AI, Automata Theory, and Real-Time Data for Enhanced Lifespan and Efficiency 01055

Divyansh Arora, Ananya Goswami, Mritunjay Ranjan and Arif Md Sattar

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801055

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A Novel Quantum-Enhanced Algorithm for Dynamic Soil Microbiome Optimization to Boost Agriculture 01056

Anshit Mukherjee

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801056

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Hybrid Automata-Based Control Framework for Real-Time Optimization in Space-Based Solar Power Transmission 01057

Ankita Patil, Mritunjay Ranjan, Kalyani Deore, Pranjal Sonje, Kiran Patil and Rutuja Patil

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801057

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Ergonomic Evaluation of Conventional Rural Flour Mills in India: Challenges and Recommendations 01058

Kishor Gawande, Somdatta Tondre, Niraj Raja and Rajesh Pokale

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801058

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ChestXFusionNet: A Multimodal Deep Learning Framework for Predicting Chest Diseases from X-ray Images and Clinical Data 01059

Nivedita Shimbre and Ram Kumar Solanki

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801059

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A Hybrid Automata-Driven Machine Learning Framework for Real-Time Energy Optimization in Smart Buildings 01060

Rajashri Rikame, Mritunjay Kr. Ranjan, Monali Jadhav, Shrushti Wankhede, Sakshi Bankar and Pranjal Bachhav

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801060

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A Review Towards the Changing Landscape of Financial Institutions by Using Blockchain Technology 01061

V. B. Gadicha and R. A. Kapdiya

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801061

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Beyond Traditional Prenatal Monitoring: An Intelligent IoT-Based Pre-eclampsia Detection 01062

Mohammad Shahnawaz Shaikh, Ashwini Kumar Jha, Yogendra Singh, Neelesh Kumar Jain, Amarjit Seal and Akruti Pandwal

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801062

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Ritual Ecologies: Analyzing the Environmental Impact and Cultural Sustainability of Death Practices Across Civilizations through Selected Case Studies 01063

Shashi Pathak and Richa Mishra

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801063

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Leveraging AI Technology to Analyze the Impact of Customer Participation on Value Creation in Sustainable Systems 01064

Reepu Barik

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801064

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Emerging Trends in Database Design: Toward Improved Modeling and Development Practices 01065

Aparna S Bhande, Nidhi J. Sharma and Sujata V Barabde

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801065

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Privacy-Preserving Federated Learning in Healthcare, E-Commerce, and Finance: A Taxonomy of Security Threats and Mitigation Strategies 01066

Rahul Kumar, Chin-Shiuh Shieh, Prasun Chakrabarti, Ashok Kumar, Jhankar Moolchandani and Raj Sinha

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801066

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General Guidelines for Utensil/Clothes Washing Workstation to Reduce Risk of Musculoskeletal Disorders Among Indian Domestic Workers 01067

Somdatta Tondre, Rajesh S. Pokale, Kishor R. Gawande and Niraj N. Raja

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801067

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Harnessing Transfer Learning for Rapid Malware Family Classification in Large-Scale Cyber Datasets 01068

Rishabh Mohan and Himanshu Gupta

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801068

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Data Anonymization and Privacy Preservation in Healthcare Systems 01069

Krishnasheesh Datta and Himanshu Gupta

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801069

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Air Quality Prediction Model for Monitoring AQI 01070

Aritra Das and Himanshu Gupta

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801070

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Design of an Iterative AI-Driven Latency Prediction and QoS-Aware Task Scheduling in Mobile Edge Computing: A Federated and Reinforcement Learning Process 01071

Garima Sharma, Rashi Khare, Neha Kulkarni, Sanjay Pagare and Vanshika Tiwari

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801071

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Design of an Improved Model for Personalized Adaptive E-Learning Using Context-Aware Federated Learning and Hierarchical Semantic Graph Analysis 01072

Udandarao Sirisha, Bhukya Krishna and Chappa Ramesh

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801072

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Design of an Improved Model Using Neuro-Symbolic Encoding and Federated Meta-Adaptation for Plant Disease Detection and Explanation Process 01073

Prajakta Kurhe and Pankaj Dashore

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801073

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IoT Integrated Graphene Derivative-Based Capacitive Sensors with Machine Learning Classification for Precision Soil Moisture Monitoring Process 01074

Neema Amish Ukani, Shelej Khera and Saurabh S. Chakole

Published online: 18 June 2025

DOI: https://doi.org/10.1051/epjconf/202532801074

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