Leconfe
Sustainable Global Societies Initiative

Vol. 1 No. 6 (2026): LGPR Batch 2 Conference 4

Proceeding Cover
Published: 20 May 2026

Engineering and Sciences

Intelligent Quantum Security Framework for Smart Cyber-Physical Environments

GOLDA DILIP, Weiwei Jiang

An Adaptive Hybrid Intrusion Detection Framework Using GoogleNet, Gradient Boosting, SVM, and Ant Colony Optimization for DDoS and Botnet Attack Detection

Dr. Rengarajan A, Dr. Jyoti Sekhar Banerjee

Design and Validation of an Optimized Quantum–Classical Diagnostic Model for Noncommunicable Diseases (NCDs)

Dr. Prashant Kumar Shukla, Prof. (Dr.) Shashi Kant Gupta

Discussions & Conclusions of AI-Driven Multimodal Alzheimer’s Detection Framework

Anshu Vashisth, Khadija Slimani

AIPLI Hub: A Server-Free Adaptive EdTech Platform Bridging the Learning Equity Gap in Underserved Communities

Dr. Suresh Palarimath, Upendra Kumar

DA-ACFNet: Adaptive Cross-Modal Transformer Fusion for Emotion Recognition in Neurodiverse Children

surendra Ramteke, Dr. Sunil Kumar

IDEmotion-GAN: Synthetic Data Augmentation for Facial Emotion Recognition in Intellectually Disabled Children

surendra Ramteke, Dr. Sunil Kumar

Facial Emotion Recognition for Intellectually Disabled Children Using an Explainable CNN-LSTM Framework

surendra Ramteke, Dr. Sunil Kumar

POST-COVID CHALLENGES IN CHILDREN: MIS-C, GYNECOMASTIA, AND THE ROLE OF HEALTHCARE 4.0

AMBETH KUMAR V D, Shashi Kant Gupta

Geometry-Aware Semi-Supervised 4-D Point Cloud Reconstruction for Dynamic MRI/CT Imaging

Dr. Rajeev Goyal, Dr. Basant Kumar

Security Assessment and Layered Defense Framework for Large Language Models: Findings and Future Perspectives

S K Manju Bargavi

General Track

Hybrid Deep Learning Framework Using AlexNet, VGG16, and PSO–GA Optimization for Lung Cancer Detection from CT Scans

Dr S Saravana Kumar, Shashi Kant Gupta

General Track

AI-Driven Hybrid Fuzzy Optimization for Sustainable Inventory Management

Dr.Anu sayal, Shashi

Eco-Literacy and Sustainability Integration in English Language Teaching: Insights from CBSE Secondary School Teachers

shahala nassim

Explainable Multi-Modal Deep Learning Framework for Tumor Progression Prediction and Survival Analysis

sumithra

Oral Cancer Risk Factor Prediction Using Hybrid Fuzzy Logic and XGBoost

Shashi Kant Gupta

DA-ACFNet: Adaptive Cross-Modal Transformer Fusion for Emotion Recognition in Neurodiverse Children

surendra Ramteke, Dr. Sunil Kumar

IDEmotion-GAN: Synthetic Data Augmentation for Facial Emotion Recognition in Intellectually Disabled Children

surendra Ramteke, Dr Sunil Kumar

Facial Emotion Recognition for Intellectually Disabled Children Using an Explainable CNN-LSTM Framework

surendra Ramteke, Dr. Sunil Kumar

Energy Optimization in WSN using Hybrid Fuzzy Q-Learning Framework for Sustainable IoT

A. B. Rajendra, Manju Bargavi

Quality-Aware Secure Deep Fusion Model for Multimodal Biometric Authentication

Dr. Ajay Kumar, Vidya Sagar S D

Sociological Analysis of the Role of Community Health Workers (CHWs) in Improving Immunization Uptake in Bihar

Aditi Bharti, Vijay Prakash Gupta

Quantum-Confined Nanostructures for Smart Optoelectronic and Theranostic Applications

Dr Ratneshwar Kumar Ratnesh, Abhinav Sharma

HPC-enabled Blockchain-integrated Multimodal Federated Learning-based Autonomous Vehicles for Cyber-Physical Systems

Pradyumna Kumar Tripathy, Weiwei Jiang

Secure Communication using Quantum Video Steganography

UMADEVI R

Adaptive Requirement Engineering through Digital Twin Feedback Loops

Shashi Kant Gupta

Industry 5.0 Contribution Green Business Practices: Pathway Toward sustainable development

Dr Rakesh Kumar, Kittisak WONGMAHESAK

HyCaTNet: A Hierarchical CNN-Transformer Network for Segmentation of Carotid Artery in Ultrasound Images

Manish Mahajan, Dr. Basant Kumar, Ankit Bansal

Reliable Smart Grid Stability Prediction Using Calibrated LightGBM

Prof. Sai Kiran Oruganti

Sustainable Cold chain: Application of emerging technologies

Dr. Madhu Arora, Dr. Pragya Prashant Gupta

Evaluating Sequence-Based NLP Models for Accurate DDoS Detection in Software-Defined Networks

Dr.Gaganjot Kaur, Shashi Kant Gupta

AI-Driven Energy Management in Electric Vehicles: Recent Advances in Storage and Conversion Technologies

RATNA KISHORI KAGITHA

Explainable Skin Cancer Classification Using Deep Feature Fusion and Ensemble Learning

Dr. Abhilash Pati, Dr. Subrata Chowdhury

Severity Index based Adaptive Hardware Cryptographic system

Upendra Kumar

Enhanced Kidney Stone Classification through CNN-Based Aggressive Class Balancing and Cross-Validation

Upendra Kumar

Seamless Connectivity in Mobile Li-Fi: A Survey of Link Recovery Techniques for Dynamic Wireless Environments

Monica Bhutani, Prof. Sai Kiran Oruganti, Shashi Kant Gupta

A Comparative Analysis of Text Summarization in Hindi and English Languages Using the TF-IDF Approach

Atul Kumar, Shashi Kant Gupta

Methodologies Used in Ecolinguistics Research: A Review of Approaches and Applications

shahala nassim

Lightweight CNN-Based Multiclass Classification of Cervical Cytology Images for Computer-Aided Cervical Cancer Screening

Dr.C.Nandini, Weiwei Jiang, Shashi Kant Gupta, Usha KC

Real-World Challenges of Intelligent Clinical Workflows

Rashmi S, Upendra Kumar

PSO–GA Hybrid Feature Optimization for Cardiac Disease Detection Using ECG Signals and Machine Learning Classifiers

Dr. V.R. Vimal, Dr. Jyoti Sekhar Banerjee

A Touchless Vehicle Control System Using Deep Learning-Based Hand Gesture Recognition: System Design and Real-Time Implementation

NEETHU P S, S K Manju Bargavi

AI-Driven Emotional Intelligence and Behavioral Profiling for Smart Recruitment Systems

Pooja Shukla Dubey, Prof. (Dr.) Ravinder Rena

Diabetes Disease Prediction and Customized Diet Recommendations using Machine Learning model

Prof. (Dr.) Shashi Kant Gupta, Saswati Debnath

Quantum Dot–Sensitized Solar Cells: Challenges, Opportunities, and Future Prospects

Ratneshwar Kumar Ratnesh, Abhinav Sharma

Design Framework for a Low-Cost Optical PDMS-Membrane Microfluidic Pressure Sensor for Blood-Flow Micro-pressure

Kamal Kishor Upadhyay, Upendra Kumar

Implementation of Synthetic Image Generation and Augmentation Using Conditional GANs for Rice Disease Identification and Expert System Design

Toran Verma, Ajay Kumar

Hybrid CNN–LSTM Framework for Detection of Heavy Metal Contamination in Agricultural Water

M Dhanalakshmi

Four Stage Video Content Separation System using Machine Learning Techniques

Dr. Sreedhar Kumar Seetharaman

FractureNet: A Region-Aware Ensemble with Adaptive Hybrid Augmentation for Multi-Anatomical Bone Fracture Detection

Galiveeti Poornima

Efficient Cloud Storage Optimization Using Content-Defined Data Deduplication for Library Biography Systems

Mohan, Upendra Kumar

UniFracNet: A Unified End-to-End Explainable AI Framework with Multi-Source Harmonized Training for Clinical Bone Fracture Detection

Galiveeti Poornima

Enhanced Cyber Threat Detection Using Hybrid Firefly, Whale, and Grey Wolf Optimization Algorithms

Sreekanth Rallapalli, Weiwei Jiang

AlexNet-Driven Deep Learning–IoT Framework for Intelligent and Scalable Smart City Systems

Dr.T.Suresh Balakrishnan, Dr. Jyoti Sekhar Banerjee

AI in healthcare: Enhancing Diabetic Foot Ulcer Recognition through Deep Learning and Explainable AI

Saswati Debnath, Senbagavalli M, Upendra Kumar

Infant Health Risk Detection Using Deep Learning-Based Cry Analysis

Dr. Sameena Bano

Intelligent Weather Forecasting Using Hybrid CNN–VGG Feature Learning with Ensemble Models (Random Forest and AdaBoost) for Enhanced Spatiotemporal Prediction

Amanullah M

Recent Studies based on Differential Equation Models and Nonstandard Finite Difference Methods for Infectious Disease Dynamics

Swapnil

Design Thinking and Value Co-creation- A theoretical Perspective of HIVE theory

Arabinda Bhandari, Pragya Prashant Gupta

AI-Enhanced Recruitment Systems: Transforming Online Hiring Processes with Intelligent Automation for Improved Talent Acquisition and Efficiency

Prof. (Dr.) Shashi Kant Gupta, Shaik Asif Hussain

Layerwise Relevance Propagation applied to BERT Model tested on Text dataset for predictive maintenance of Green Hydrogen Infrastructure

Dr.Shanti Swamy, Shashi Kant Gupta

IoT-Integrated Deep Learning Framework for Real-Time Plant Leaf Disease Detection in Precision Agriculture

Prof Somasundaram Krishnan, Dr. Basant Kumar

Dynamic Response and Mechanical Strength Analysis of Moringa Oleifera Reinforced Green Composites

Jesudas Thangaraju, Abhinav Sharma

An Explainable AI for Detection and Classification of Microwave Brain Stroke

Lalitha K, Prof. Sai Kiran Oruganti

Intelligent Explainable Multimodal Framework for Fake News Detection Using BERT, CNN, and Graph Neural Networks

Saravanan K, Arvind Kumar Tiwari

Enhanced Multimodal Fusion Framework for Robust Skin Disease Classification – A Systematic Review

Dr.Naveeth Babu

IoT–AI-Driven Intelligent Irrigation Framework Using Hybrid Deep Learning and Ensemble Learning for Sustainable Precision Agriculture

SUGUMAR R, Dr. Basant Kumar

AI‑Driven Acoustic Feature Extraction for Automated Stuttering Detection

Dr. Salma Jabeen

A Hybrid Vision Transformer and ESA-Based Framework for Binary and Multi-Class Breast Cancer Histopathological Image Classification

Amrutanshu Panigrahi, Subrata Chowdhury

Feature-Level Interpretability of a Hybrid Ensemble for Multi-Category Cyber Threat Classification: A SHAP-Based Analysis of the ADCTI-AR Framework

Sesha Bhargavi, Upendra Kumar

Consumer Willingness to Pay for Sustainability Verified Through Technology

Sudipta Majumdar

Exploring Academic Leadership Strategies for Continuous Improvement in Higher Education Institutions: A Review of Literature

Amrita Majumdar

Academic Leadership Strategies for Continuous Improvement in Higher Education Institutions

Amrita Majumdar

Adaptive Requirement Engineering through Digital Twin Feedback Loops

Dr syed naimatullah Hussain

SPIRALS OF THOUGHT AND STRUCTURES OF CARE: RELATIONAL NEURODIVERGENCE IN JOHN GREEN'S TURTLES ALL THE WAY DOWN

Dr P. Jeyappriya, sashikant

Hybrid BLIP-CLIP Framework for Semantically Enhanced Automatic Image Caption Generation

Anjanadevi B, Khadija Slimani

Real-Time Detection and Isolation of Malicious Aggregator Nodes in Wireless Sensor Networks Using Trust-Based Evaluation: A Systematic Literature Review

Dr. Amit Singhal, Prof. Sai Kiran Oruganti

EXPLORING GLOBAL MARKET DEMAND FOR INDIAN SEAFOOD THROUGH EXPORT INNOVATION

Babima

Next-Generation Architectures for Leukemia Subtype Identification: A Review of CNN, Vision Transformers, and Hybrid Models

Dr. Sandipkumar Ramanlal Panchal, Prof. Sai Kiran Oruganti

Scalable Cyber Threat Hunting in Private Clouds Using Deep Belief Networks and Shabal Quantum Permuted Hash Blockchain

Dr. Denis R, Dr. Basant Kumar

Multimodal Deep Learning for Cervical Cancer Detection, Staging, and Prognosis

Dr. Basant Kumar

Building Resilience Through Sustainable Crisis Marketing – A study of Micro-enterprises

Venkat Ram Raj Thumiki, Shashi Kant Gupta

Edge Artificial Intelligence for Sustainable Smart Farming:Architecture, Lightweight Segmentation, and Field Validation

Thirumalaiah, Weiwei Jiang, Shashi Kant Guptha

N x N Memristive Crossbar Array with LIF Neuron model using VHDL

Shashidhara H R, Deepthi M S, Sai Kiran Oruganti

Towards Clinically Deployable Lung Nodule Classification Using a Hybrid Multi-Scale 3D CNN–Radiomics Framework with Explainable Artificial Intelligence

Inderjeet Kaur, Shashi Kant Gupta

A Multimodal Framework Using Computer Vision, Image Processing, Machine Learning, and NLP for Student Emotion Understanding in Online Learning Environments

Samta Jain Goyal, Dr.Jyoti Sir

PSO-Based Multi-UAV Swarm Coordination for Flying Edge Machines in Precision Agriculture 4.0

Dr. Mohammad Shahnawaz Shaikh Shaikh, Dr. Basant Kumar, Dr. Shashi Kant Gupta

Food Supply Chain and Sustainability

Dr. Madhu Arora, Dr. Pragya Prashant Gupta

Beyond Design Thinking: Developing HIVE Theory to Explain Value Co-Creation Processes.

Dr Arabinda Bhandari, Dr. Pragya Prashant Gupta

Emotion- and Sentiment-Aware Healthcare Text Analytics for Sustainable and Inclusive Health Systems

Dr. Ajay Kumar

Comparative Analysis of LEACH and AODV Routing Protocols for IoT-Enabled Wireless Sensor Networks: Toward Software-Defined Networking Integration

Dr. Shikha Verma, Dr Sunil Kumar

Engineering, Sciences and Mathematics

Design Principles for Secure Blockchain-Enabled Federated Learning in Cyber-Physical Systems

GOLDA DILIP, Weiwei Jiang

ECCA: An Energy and Context-Aware Clustering Algorithm for Energy-Efficient Cyber-Physical Sensor Networks

Dr. Nishant Tripathi, Shashi Kant Gupta

General Track

NeuroG4Net: A Disease-Aware Hierarchical Multi-Attention Deep Learning Framework for G-Quadruplex Prediction in Neurodegenerative Disease Genomes Integrating H3K27ac Enhancer Marks and ATAC-seq Epigenomic Signals

Amit Gaikwad, Dr Ajay Kumar

Humanities and Management

The Impact of Frontline Community Health Workers on Vaccine Hesitancy in Rural Bihar

Aditi Bharti, Vijay Prakash Gupta

Effectiveness of Life Skills Programme on Adolescent Mental Health in Coimbatore, India

Dr Baskaran M, Dr Jeyadeepa R, Rathi R

Hybrid Explainable AI for Financial Risk Prediction: Integrating Ensemble Learning, CNN–LSTM Networks, and Financial Sentiment Analytics

Yogesh Kumar Jain