Leconfe
Sustainable Global Societies Initiative

Vol. 1 No. 4 (2026): LGPR Batch 3 Conference 2

Published: 18 February 2026

Engineering and Sciences

Vision Mamba-based UNet++ Approach for Effective Medical Image Segmentataion

Rupak Chakraborty, Shashi kant Gupta

Pragmatic Field-Based Cardiovascular Assessment in Combat Athletes

Dr. Parash Chettri, Dr. Kalpana Nagpal, Dr. Myint Thein, Dr. Mya Thein

Entropy-guided Script-aware Mixture-of-Experts to Tri-lingual Sentiment Analysis of Marathi Hindi English communication

Dr. Aniruddha Diliprao Shelotkar, Sai Kiran Oruganti

Impact of Real-Time Data Processing on Safety Decision-Making in Advanced Vehicle Systems

Dankan Gowda V, Shashi Kant Gupta

Institutional Quality in AI the Era: IQAC Opportunities and Challenges in Adopting Analytical Tools for improvements

Dr.Irfan Ahmad Khan

Sentiment Analysis in Media Coverage on Management Perspective

Basetty Mallikarjuna, Dr Basant Kumar, Puspalatha Chittem Setty, Bhadrappa Haralayya

Sentiment Analysis of Media Coverage for Strategic Decision-Making using BERT Model

Basetty Mallikarjuna, Puspalatha Chittem Setty, Bhadrappa Haralayya, Dr. Basant Kumar

Design and Implementation of a Time–Frequency Metaheuristic Framework for Automated Limb-Movement Classification

syeda husna mehanoor

Green Manufacturing in the Indian Cement Industry – Research Gaps and Definition of Methods

Dr Sanjeev Shrivastava

Multimodal Biometric Authentication using Siamese Network-based Metric Learning

Punam Kumari

A Decentralized Multi-Agent Reinforcement Learning Framework for Joint Task Offloading and Service Caching in Fog Computing: A Methodological Approach

Kaushik Mishra, Dr. Ganesh Khekare

Deep Learning–Enabled Predictive Routing for Energy-Efficient WSNs

Boddula Prathusha Laxmi

Attention-Enhanced EfficientNet Framework for Multi-Class Brain Tumor Classification: A Deep Learning Approach

KRISHNA PRAKASHA, Pawan Kumar Chaurasia

A Multimodal Deep Learning Architecture for Scalable Fake News Detection in Online Social Networks

Sunil Ramchandra Gupta, Shashi Kant Gupta

AI Assisted Routing Optimization in Opportunistic IoT Networks using Machine Learning: A Comprehensive review on Protocols & Simulators

Puneet Garg, Sai Kiran Oruganti

Facial Emotion Recognition at Micro Level Using ReliefF and Facial Action Unit

Dr. Ujwalla Gawande, Hemalatha S

Scoliosis Detection System Using Zero-Shot Segmentation

Dr. Yogesh Golhar, Dr. Sushil Kumar Singh

Attention-Enhanced EfficientNet Framework for Multi-Class Brain Tumor Classification: A Deep Learning Approach

KRISHNA PRAKASHA, Pawan Kumar Chaurasia

Hyperchaotic Agentic AI Framework for Image Encryption

Bharti Ahuja Salunke, ShashiKant Gupta

Secure Image Encryption via Image-Dependent Key Generation and High-Dimensional Chaos

SHARAD SALUNKE, Arvind Kumar Tiwari

Beam Steering is Changing the Angle of Main Lobe Maximum Radiation Direction: Concepts and Methods

Sunit, Sai Kiran

Sustainable Biopolymer Composites from Banana Pseudostem Cellulose: Integrating Natural Plasticizers and Antimicrobial Agents for Eco-friendly E-commerce Packaging

Chetan Kapadnis, Dr. Shrikant Kulkarni

Design of a Multimodal Product Recommendation System Using Image and Text Features

Ssvr Kumar Addagarla, Dr. Upendra Kumar

DFT investigation of electronic, optical, mechanical and thermoelectric properties of ZnTe

Manjula Muthurathinam, Prof. (Dr.) Chandra Kumar Dixit, Muthumari Muruganantham, Shasi Kant Gupta

Effective Predictive model for diabetes classification using optimized machine learning on imbalanced dataset

Dr. G. R. Ashisha, Sai Kiran

Multifaceted Effect of Copper Nanoparticle on the plant of Artemisia annua L.

KALPANA NAGPAL, DR. RAJANI SINGH

A Comprehensive Study on Drone-Based Monitoring of Palm Fruits Ripeness for Sustainable Harvesting

Dr. Balamurugan M, Dr. Subrata Chowdhury

A Hybrid Ensemble Deep Learning Framework for Robust Multi-Retinal Disease Classification with Explainable AI

amit kumar goyal, Subhendu Kumar Pani

Knowledge-Augmented Graph Framework for Clinical Acronym Disambiguation

Dr. B K Mishra, Dr. Subrata Chowdhury

Cyber Security Tools and Techniques suggested for mitigating insider attacks in the healthcare system

Dr.Mervin, Dr.Pawan

System Level FPGA Power Estimation: Evaluation and Analysis of Existing Models

Dr. Gaurav Verma, Dr. Sanjay Kumar Singh

Analysis of 3D Trajectory-Based Modeling and Recognition

Dr. Deval Verma, Dr. Ajay Kumar

Deep Learning Based Early Detection of Parkinson’s Disease Using Voice Signal Analysis

Dr. Vijayaraja V

ELM Performance Using Pre -Trained Deep Neural Network Features- A Comprehensive Literature Review and Analysis

Nilesh Rathod, Dr. Shashi Kant Gupta

An Intelligent Crop Recommendation Framework Using a Deep Learning and Metaheuristic Optimization Approach

Dr. Parijata Majumdar, Dr. Vishal Jain

A Comparative Study of Advanced NLP Models for Accurate Gujarati Word Tagging

Pawan Wing

Transformer-Based Feature-Preserving Despeckling Framework for Synthetic Aperture Radar Imagery

BIBEK KUMAR, Dr. Ajay Kumar

A Unified and Deployable Framework for Comparative Evaluation of Extractive, Abstractive, and LLM Based Text Summarization

Ann Baby, Basant Kumar

Stock Market Prediction: Knowledge Gaps, Methods and Experimental Analysis

Rachna Sable

Multi-Dimensional Genetic Algorithm-Based Remodularization Integrating Structural, Semantic, and Behavioral Dependencies

Dr. Randeep Singh, Dr. Ganesh Khekare

A Study of Diabetic Retinopathy Grading Using Robust Deep Learning

Gunjan Roy, Ajay Kumar

Blockchain for Transparent and Sustainable Seafood Supply Chains Traceability

Dr.Madhuri Jadhav, Dr.Shashikant Gupta

Design of a 2.4 GHz Elementary Resonator cell for Metamaterial-based Rectenna Design

Navin M George, Sai Kiran Oruganti

An Adaptive and Efficient Scheduling Framework for Decentralized Fog Environments: Design and Problem Formulation

Gurpreet Singh Chhabra, Subhendu Kumar Pani

DiffuPath: Diffusion-Guided Waterborne Pathogen Detection in Microscopy Images

jenefa, S.Hemalatha

Literature survey on Recent Advances in Coronary Artery Disease Detection

Sharmila Rathod, Dr. Vishal JAin

Enhancing The Detection Of Chronic Kidney Disease Using Machine Learning by Denoising and Sparse Feature Approach with Biomarkers

Dr.S.Santhoshkumar, Dr. S.K. Manju Bargavi , Dr. A.Thasilmohamed

Toward a Post-Quantum, Federated and QoE-Aware IoT Security Framework Using Hybrid Deep Learning

Singamaneni Krishnapriya

Deep Learning-Based Plant Leaf Disease Detection in Smart Agriculture

Dr.G.Murugesan, Pawan Whig

Implementation of Machine Learning Technique for Fast and Reliable DNA Sequence Classification

Dr. Kshatrapal Singh, Dr. Raja Sarath Kumar Boddu

H-C-LSTM: A Hybrid Deep Learning Model for Robust Intrusion Detection in IoMT Systems

Rahul Rajendra Papalkar, Dr. Sanjay Kumar Singh

Facial Emotion Recognition at Micro Level Using ReliefF and Facial Action Unit

Dr. Ujwalla Gawande, S.Hemalatha

Edge-Deployable Deep Learning Framework for Intrusion Detection in IoT Networks: A Multi-Model Evaluation Using NSL-KDD, BoT-IoT, and TON_IoT

Dr. Manivannan T, Dr.Upendrakumar

A Multimodal Deep Learning Architecture for Scalable Fake News Detection in Online Social Networks

Sunil Ramchandra Gupta, Shashi Kant Gupta

An Integrated Fuzzy Logic and Support Vector Machine–Based Framework for Automated Defect Detection in Photovoltaic from Thermal Infrared Imaging

Md Helal Miah, Prof Shashi Kant Gupta

Multifaceted Effect of Copper Nanoparticle on the plant of Artemisia annua L.

KALPANA NAGPAL, DR. RAJANI SINGH

A Novel Hybrid Deep Reinforcement Learning Approach for Dynamic Biofouling Detection and Structural Health Monitoring in Marine Environments

Shyam Mohan J S, Ankur Dumka

Optimizing Sampling Strategies for Environmental Analysis: Methodologies, Data Interpretation, and Analytical Outcomes

Dr. N. V. RAVI SHEKHAR, Dr. Putrakumar Bhalla

Transformer-Based Feature-Preserving Despeckling Framework for Synthetic Aperture Radar Imagery

BIBEK KUMAR, Dr. Ajay Kumar

AI intended for Network system: A complete revision plus planned representation

Dr.P.V.Sarathchand ponnapalli

A Hybrid Learning Framework for Energy-Aware and Safe UAV Package Delivery

Dr. Sunil kumar karanam, Dr. S K Manju Bargavi

Facial Emotion Recognition at Micro Level Using ReliefF and Facial Action Unit

Dr. Ujwalla Gawande, Hemalatha S

Humanities and Management

Determinants of Fintech Service Adoption in Public Sector Banks A Conceptual Model–Based Empirical Analysis

Prabhakaran J, Ravinder Rena

Artificial Womb Technology and the Future of Women’s Abortion Rights

Dr. Kittisak Wongmahesak, Dr Pyali Chatterjee

Bridging Knowledge Gaps in AI-Enhanced Literary Pedagogy: A PsycholinguisƟc Framework for Teacher Educators

DR.V.LAKSHMIPRASANNA

Bridging Knowledge Gaps in AI-Enhanced Literary Pedagogy: A PsycholinguisƟc Framework for Teacher Educators

Dr. Shashi Kant Gupta

Integrating Education 4.0 and Education 5.0 Policies: A Descriptive Policy Analysis of the Non-Recognition of Online PhDs in India

Rohit Kumar Pal

Price Calculation for Cashew using supervised learning techniques

Praveen Gujjar, Shankar Subramanian Iyer