EPJ Web of Conferences

Open Access

Preface 00001

Mangesh Ghonge, Vinod Kumar Shukla, Lalit Garg, Haipeng Liu and Tien Anh Tran

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534100001

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Integrating Automated Object Recognition Systems in Daycare Environments: Challenges and Solutions Using Machine Learning 01001

Swayam Shashank Shah and Vidya Sunil Gavekar

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101001

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Comparative Analysis of Deep Learning Models for Fruit Quality Detection 01002

Ajay Gadicha and Komal Bijwe

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101002

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A Heuristic Approach towards Book Genre Detection & Classification using Data Mining Technique 01003

Sushilkumar R. Kalmegh and Vinod N. Mohod

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101003

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Sequence Number Validation-Enhanced Trust Routing using Probationary Confidence Mechanism in MANETs 01004

V. B. Kute, M. K. Nichat, S. S. Sagane, P. G. Nemade and A. A. Tayade

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101004

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Empowering women in the digital workplace: Evaluating cyber resilience frameworks in Mumbai 01005

Sejal Suresh Bothara and Rupali Jitendra Khaire

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101005

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Depth Perception Using Various Vision Transformer 01006

Swetta Kukreja, Deepa Parasar, Gowrugari Ritesh Sai Reddy, Pyreddy GaganSri Reddy and Rohan Shree Ram Gaikwad

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101006

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Tokenized Economies: Redefining Capital, Credit, and Currency with Blockchain 01007

Roshani V. Pawar, Smita S. Bhosale, Sneha Satpute, Samadhan Bundhe, Nilam R. Thorat and Satish S. Banait

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101007

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Hand Sign Translator Bridging the Communication Gap for ISL Users 01008

Swati Bagade, Manisha Wasnik, Ujvala Patil, Jayashri Waman, Tanmay Potnurwar and Aryan Raut

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101008

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Eye Detection for Attention-Based Video Playback 01009

Swati Bagade, Manisha Wasnik, Prajakta Jadhav, Anamika Jain, Atharva Sakpal and Shiva Thakur

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101009

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Temporal and Lexicon-Aware VADER-based Sentiment Modeling for Box Office Revenue Prediction 01010

Nishant Koturiya, Ankur Singh Bist and Shilpa Jain

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101010

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Automatically captioning images using deep learning, datasets and estimation parameters: A Review 01011

Priya Kamble and Amol A. Bhosle

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101011

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AI-Driven IoT Integration in Smart Healthcare Systems: A Comprehensive Framework for Enhanced Patient Care and Clinical Decision Support 01012

Srinivas Reddy Kosna

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101012

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A Novel Deep Learning Approach for Online Payment Fraud Detection 01013

Reena More and Pankaj Dashore

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101013

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Structural Relationship of Isomorphic Graph and its Mapping to Hamming Distance 01014

Monika Tiwari, Priyanka Patel, Rakesh Kumar Katare and Charvi Katare

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101014

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Survey on Cloud Database Security: Cryptographic Techniques, Intrusion Detection and Intelligent Defense Mechanisms 01015

Rachana V. Mahule and Sandeep M. Jadhav

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101015

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A Study on Brain Computing Interface 01016

Yogita Barse, G. R. Hemalakshmi, N. B. Prakash, Aarti Ahirwar and Deepa Vyas

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101016

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Image-based skin disease detection: Psoriasis, Eczema, and Acne using VGG16 and ResNet-50 01017

Aditi Kumbhar, Samruddhi Jagadale, Gunjan Pol, Avinash Budaragade and Uma Gurav

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101017

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An Ensemble Clustering Framework Based on Majority Voting: Comparative Analysis with Enhanced Clustering Algorithms 01018

Anand N. Gharu and Shyamrao V. Gumaste

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101018

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Review of Traction Motors for Electric Vehicle Application 01019

D.A. Shahakar and Y. D. Shahakar

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101019

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Real-time IoT data processing pipelines for reliable and secure remote healthcare monitoring: Architecture, challenges, and future innovations 01020

Bhuvaneswari B, Ayesha Taranum and Sireesha G

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101020

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Zero trust security architecture enhanced with federated learning for modern network environments 01021

Sravan R. Shinde, Siddhant Gade, Tusharkumar Singh, Dattatray G. Takale, Pranav Shingare and Soham Kanathia

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101021

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Digital Marketing in SMEs: A Systematic Review of Implementation, Challenges and Strategic Underutilization in the Era of Data-Driven Intelligence 01022

Vishal A. Ingole, Pankajkumar Anawade and Deepak S. Sharma

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101022

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Transformer architectures for computer vision: A comprehensive review and future research directions 01023

Tukaram Ugile and Nilesh Uke

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101023

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A Systematic Review of Data Security and Privacy-Preserving Models for Smart Cities and Edge Computing Environments 01024

Aparna Bhande

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101024

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Design paradigms and efficiency trade-offs in blockchain frameworks: A comprehensive comparative 01025

Ram Kumar Solanki, Ganesh R. Pathak, Amit R. Gadekar, Abhishek M. Dhore, Sheetal Aher and Sharyu Anap

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101025

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VR Cybercrime Scene Investigation Lab 01026

Dolar Paddhariya, Prasann Bhatlawande, Vaibhav Tarte, Chiranjit Das and Deepika Ajalkar

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101026

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Deep Multimodal Fusion for Breast Cancer Classification: Taxonomy, Datasets and Open Challenges 01027

Poonam Rangnath Dholi and Varsha H. Patil

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101027

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Machine Learning-Based Classification of Multi-modal Fact-Checked Misinformation on Social Networks 01028

Javeriya Naaz I. Syed and Ranjit R. Keole

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101028

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Exploring user choice in OTT streaming: Conjoint analysis of streaming service attributes 01029

Shrikant Diwan, Minal Nistane, Ravisha Kapadiya and Akshaykumar Pahade

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101029

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Comparative analysis of feature selection techniques for EEG-based stress detection using a hybrid CNN-LSTM model 01030

Pritika Patil and Shirish Kulkarni

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101030

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Understanding the Chemical Dynamics of "Viper": A Study in Calcium Homeostasis, Bone Integrity, and Mathematical Modelling in Gotham's Fictional Context 01031

Ashutosh Kumar, Prakash Kumar, Santosh Dixit, Niranjan Kumar and Badshah Alam

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101031

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Leveraging Machine Learning for Early Autism Diagnosis: A Comprehensive Review of Algorithms, Techniques, and Future Directions 01032

Neha A. Kandalkar and Ravindra N. Jogekar

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101032

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Student Performance Prediction in Learners Centric Approach with Machine Learning 01033

Harsh Golay, Mudita Sharan and Preety Shoran

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101033

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IoT-Enabled Smart Irrigation System for Efficient Water and Nutrient Management 01034

Sneha M. Khupse and Prabhakar L. Ramteke

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101034

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Diagnosphere: Diagnostic Intelligence and AI-Driven Global Network Optimizing Scans, Patient Health, Evaluation, and Research Ecosystem 01035

Ranjana Jadhav, Aditri Sivakumar, Aditya Bhattacharya, Aditya Karad, Arnav Anand and Orison Bachute

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101035

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Smart Retail Environments: An Extensive Analysis of IoT-Based Transformation and its Effectiveness on Customer Experience Enhancement (CEE) 01036

Anil Saroliya and Mili Agrawal

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101036

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Dimensionality Reduction and Classification of Dermatological Images using PCA and Machine Learning 01037

Tushar Surwadkar and Sujata Deshmukh

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101037

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Securing 5G Networks with Blockchain: On Authentication Strategies and Challenges 01038

Jaskiranjit Kaur and Parvesh Kumar

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101038

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Advancing Cloud Security Optimization for Scalable Integration of Big Data Analytics and Io T Workloads in Modern Cloud Computing Infrastructures 01039

Harish Chamarthi

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101039

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Deep Neural Networks with Transfer Learning for Medical Image Classification 01040

Gajanan Joshi

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101040

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HDEC – Enhanced Classification Heart Disease Detection by ECG Signals 01041

G. Agrawal and Nilesh J. Uke

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101041

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Enhanced Copy-Move Forgery Detection in Images Using Hybrid Deep Learning Approach 01042

Bhushan Gholap and Monika Deshmukh

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101042

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Deepfake Image Detection: A Review of Existing Methods and a Hybrid CNN-Based Proposed Framework 01043

Manish R. Tiwari and Sandip S. Patil

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101043

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Performance Comparison of Word Embedding and Sequential Models for Mental Health Classification 01044

Dhanshree Vispute and Umesh B. Pawar

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101044

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A Comparative Review and Cycle-Aware Deep Learning Framework for Women’s Stress Prediction 01045

Madhuri Vishnu Malode and Sivaram Ponnusamy

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101045

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Enhanced Hybrid Framework and Comparative Analysis of Deep Learning Architectures for Video Captioning 01046

Pranali Prabhakar Bhusare and Omkar Pattnaik

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101046

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An Explainable Retrieval Framework for Women Empowerment and Social Justice: A Comparative Review and Proposed Architecture 01047

Savita Lade and Sivaram Ponnusamy

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101047

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Deep Learning Framework for Alzheimer’s Detection: Architecture Design and Comparative Analysis 01048

Suvarna Vijaykumar Somvanshi and Prajkta P. Shirke

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101048

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Advances in Multimodal AI-Powered Chatbots: A Comprehensive Review and Proposed Efficient Architecture 01049

Pravin Vishnu Nagare and Prajakta Shirke

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101049

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Hybrid Machine Learning Techniques for Lifetime Enhancement in Wireless Sensor Networks 01050

Abhay Gaidhani and Amol Potgantwar

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101050

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Hybrid Deep Learning Models for Skin Lesion Classification: A Comparative Review and Future Directions 01051

Sushmita Tukaram Mahajan and Pankaj Dashore

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101051

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Numerical Investigation of Torsional Analysis of 3D-Printed PLA Components using Finite Element Analysis 01052

P. A. Hatwalne and S. V. Bhalerao

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101052

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Performance Evaluation of Hybrid Deep Learning Architectures for Plant Disease and Severity Classification 01053

Yogesh Palve and Meesala Sudhir Kumar

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101053

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Proactive Zero Day Threat Detection in 5G Mobile Edge Computing Using Transformer Driven Pre Execution Deep Learning Framework Process 01054

Kovada Spandana, Kotamsetti Viswa Subhakar, Udandarao Sirisha and Amujuru Venkata Mahesh

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101054

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Design of an Iterative Model with Quantum Contextual Supply Chain Optimization under Uncertainty Scenarios 01055

Bojja Sampath, Pasupureddy Sai Kumar, Udandarao Sirisha and Amujuru Venkata Mahesh

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101055

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Federated Contrastive Learning Framework for Proactive Malware Signature Generation in IoT Enabled Edge Environments 01056

Ramana Varri, Siva kumari Tamatapu, Udandarao Sirisha and Amujuru venkata Mahesh

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101056

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A Hybrid Framework for Forest Fire Detection and Severity Prediction using Sequential Deep Learning on Multitemporal Satellite Imagery 01057

Rohini Bhosale and Poonam Railkar

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101057

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Big Data Analytics Platform for Urban Environmental Monitoring and Optimization 01058

Amit R. Gadekar, Rohini Bhosale, Ashvini Jadhav, Rahul More, Moushmee Kuri and Pankaj Chandre

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101058

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Recent Advances in Multimodal Deep Learning for Stress Prediction: Toward Cycle-Aware and Gender-Sensitive Health Analytics 01059

Mangesh Ghonge, Vinod Kumar Shukla, N. Pradeep and Ram Kumar Solanki

Published online: 20 November 2025

DOI: https://doi.org/10.1051/epjconf/202534101059

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