Leconfe
Sustainable Global Societies Initiative

Vol. 1 No. 11 (2026): LGPR Batch 5 Conference 2

Proceeding Cover
Published: 20 August 2026

General Track

Determinants of Green Purchase Intention Among Educated Consumers: A Pre-Registered Protocol for a Multi-Stratum Moderated-Mediation Survey

Lavanya k

Reinforcement Learning Framework for Efficient Placement and Routing in VLSI

P MANIRAJ KUMAR , Dr.P.Nagarajan

A Resilience Framework for Sybil Attacks on VANET with Machine Learning Based Classification

Dr.G.Athisha, Dr. Sanjay Kumar Singh

General Track

Hybrid Vision Transformer and MambaVision Network for Leukemia Subtype Classification

Dr. Sandipkumar Ramanlal Panchal, Sai Kiran Oruganti

Implementation and Performance Evaluation of ML-KEM-512 for Resource-Constrained Internet of Medical Things Devices

Logeshwari Radhakrishnan

A Self-Supervised Hybrid ML-DL Framework for Accurate Early Alzheimer's Disease Prediction Using Multimodal Neuroimaging and Clinical Data

Dr. Rama Krishna K, Dr. Abeer Aljohani

An Enhanced Self-Supervised Hybrid ML–DL Framework for Underwater Sea Object Detection and Classification

Dr. Kaipa Sandhya, Shashi Kant Gupta

Secure and Efficient Data Aggregation in Wireless Sensor Networks: A Review, Research Gaps, and a Proposed Lightweight Framework

Dr. Amit Singhal, Prof.Sai Kiran Oruganti, Faculty of Engineering and Built Science, Lincoln University College-KL,Malaysia.

Assessment of IKS-Based Pedagogical Practices and Learning Outcomes in Tiruchirappalli District

Dr. G. Ramakrishnan, Dr. Thiruppathi KTM

A Comparative Study of Healthcare Emotion and Sentiment Analysis using Machine Learning approach

saroj

Cross-Dataset Generalization Analysis of CNN and Vision Transformer Models for Mammography Classification

Dr.Leena Nesamani S, Dr.M.Malathi

EDL-IoT-Net Method and Experimental Design for Energy, Trust, and Congestion Aware Routing in IoT Wireless Sensor Networks

N.MERRIN PRASANNA, Shashi Kant Gupta

Determinants, Barriers, and Growth Outcomes of Women Entrepreneurship in Bangalore: An Integrated Literature Review and Research Design

Dr. B.Parvathi Devi

CoSREN: A Task-Coupled Self-Supervised Framework for Diagnostically-Consistent Retinal Fundus Image Enhancement

Jagadeesh Kannan Raju, Abeer Ahmad Hamad Aljohani

Deep Learning–Based Automated Detection and Classification of Chili Plant Diseases for Early Diagnosis and Crop Health Monitoring

Sudhakar K

Federated Learning Framework for Privacy-Preserving Global Weather Forecasting

M.Narender

Early detection of lung cancer through CT scan images using MobileNetV2

Shashikant Gupta

A Robust Physics-Aware and Attention-Driven Task-Oriented Deep Learning Framework for Underwater Object Detection

Prabu Selvam, Abeer Ahmad Hamad Aljohani

Enhancement of Wireless Sensor Networks (WSN) Using Artificial Intelligence (AI) and Internet of Things (IoT): A Review

Abhay Bhatia, Dr Rajeev Kumar

An AI-Driven Digital Twin Approach for Multi-Objective Data Center Security and Sustainability Optimization

Dr. Vijayakumar Ramachandran

Zoonotic Spillover and Multirooted Transmission: A Stochastic Modeling for Nipah Virus Persistence with Nonlinear Incidence and Vaccination Feedback

SOPAN (Swapnil)

Digital-Twin-Validated Hierarchical Multi-Agent Learning for Predictive Emergency Green Corridors and Energy-Aware Urban Traffic Control

Chigurupati Ravi Swaroop, Shiva Shankar Reddy

Dual-Search Metaheuristic Compression of Multi-Decomposition EEG Features via HGWO-PSO and IAO

Someswara Rao Chinta, Shiva Shankar Reddy

IoT-Based Multi-Sensor Fusion and Machine Learning Framework for Geo-Tagged Road Anomaly Classification

Akhilesh Kumar Singh

Two-Stage EWMA–XGBoost Pipeline with Pre-Enforcement Victim Shielding for SDN DDoS Mitigation

Dr Vikram Dhiman, Dr. Sashi Kant Gupta

Multi-level Transformer-based U-Net (MLT-UNet) for Ovarian Tumor Segmentation

Senthamarai N

Fear of Missing Out and Academic Motivation: Mediating Role of Social Media Engagement Among Undergraduate Students.

Dr. Mamatha M

MARITIME SUSTAINABILITY AND GREEN PORT OPERATIONS IN INDIA INTEGRATING GREEN MARITIME SECTOR UNDER MARITIME AMRIT KAAL VISION 2047

Dr. Mohamed Sadiq, Dr. Thiruppathi KTM

XAI-IM: Explainable AI Framework for Injection Molding Quality Prediction in Smart Manufacturing

Dr. Rani Kumari

Multimodal Cross-Attention Transformer for Cervical Cancer Detection, Staging, and Prognosis: An Uncertainty Aware Fusion Framework

Dr. Basant Kumar

Challenges and opportunities towards adaptive inverter sizing in Bifacial PV systems

Radharaman Shaha

Uncertainty-Guided Frequency-Aware Transformer for Satellite Image Dehazing

Anmol Pattanaik, Mashael M. Khayyat

Trajectory Tracking of a 3-DOF Parallel Manipulator Using Optimally Tuned LQR-PID Controller

Dr. Chandan Choubey, Dr. Gunjan Mittal

AI-Augmented Performance Management in Higher Education: A Smart-Tech Framework for Faculty Development and Institutional Growth

Dr. Jyoti

CMHAA: Context Management and Hierarchical Addressing Architecture for Scalable IoT in the Future Internet

Dr. Prasad Prakash Lokulwar, Dr. Ganesh Khekare

Bridging Knowledge Gaps in Smart City Intelligence Using Federated Explainable Agentic AI

Dr. Pandi Chiranjeevi, Prof. (Dr.) Sailesh Suryanarayan Iyer

Deep Learning Approaches for DDoS Attack Detection in IoT: Knowledge Gaps and Experimental Analysis

Thariq Hussan M.I., Dr. Shish Ahmad

Counterfactual Agentic Perturbation-Evidence Validation for V2X Safety Alerts

Ravi Babu Devareddi, Shiva Shankar Reddy

An Integrated Computational Framework for Replication Site and Regulatory Motif Discovery in Coronavirus Genomes

Dr. Pushpa Susant Mahapatro

Factors Influencing Fintech Adoption Among Rural Households in Bengaluru: Evidence from Exploratory Factor Analysis

Dr S Ayyappan, Prof.PhD habil. Otilia MANTA

An Uncertainty-Aware Hybrid Multimodal Deep Learning Framework for Skin Cancer Detection

Dr. Sonia Arora, Prof. Dr. Shashi Kant Gupta

AI-Integrated Trust- and Energy-Aware Federated Learning for Intrusion Detection in Wireless Sensor Networks

Nishant

Quantum Twin Learning: A Hybrid Quantum-Classical Methodology for Early Prediction of Neurodegenerative Disease Progression using Multimodal Patient Digital Twins

amaravarapu kumar

Design and implementation of an Adaptive Pipelined CORDIC Architecture for Wireless Communication System on FPGA Platform

Dr. Shashi Raj K K, Dr. Ajay Kumar

Design of Nano Scale Based Logic Gates Using Quantum-dot cellular Automata

Aswathy N, Rahul Krishnan

Financial Market Crises Prediction using AI-Based Analytics for Risk Management Applications A Hybrid Bi-Directional LSTM and Transformer Framework with Multi-Modal Data Integration

Dr. Hemant Bhanawat, Prof.PhD habil. Otilia MANTA

Performance Evaluation of Multiplier Architectures for FFT Processor

DHANASEKAR S

Dry Waste into Useful Energy Generation: Hardware Design and Development

Prof.Sai Kiran Oruganti, Faculty of Engineering and Built Science, Lincoln University College-KL,Malaysia., Prof. Dr. Muthuvel Balasubramanian

APAN-Based Direction of Arrival Estimation and Signal in UAV Communication Platforms

Manidipa Roy, Prof.Sai Kiran Oruganti, Faculty of Engineering and Built Science, Lincoln University College-KL,Malaysia.

Integrating OCR, NLP, and Deep Learning for Intelligent Healthcare Decision Support

Supriya Gupta Bani

AN ARTIFICIAL INTELLIGENCE-ENABLED HUMAN CAPITAL ROI FRAMEWORK FOR STRATEGIC WORKFORCE VALUE OPTIMIZATION

Dr.S.JAYARAMAN, Dr.M.Malathi

Towards Trustworthy Machine Learning: An Explainable AI Framework for Transparency and Reliability

Dr. Vikas Goel, Prof. & HoD, Dr. Nitesh Pathak, Professor

Youth Entrepreneurship in Sustainable Tourism: A Catalyst for Achieving SDG 8 (Decent Work and Economic Growth)

Dr Aman Kumar, Dr Sunil Kumar Vohra

Mapping the Risk: Musculoskeletal Disorders Across Seven Occupational Groups in Adolescents and Young Adults

Dr. Sapna Dinesh

An Efficient Adaptive Latent Diffusion Framework with High-Order DPM-Solver for High-Fidelity Image Generation

Dr. Kalpana C, Prof. Shashi Kant Gupta

PREDICTIVE INTELLIGENCE FOR RESILIENT HIGH-MOBILITY MANET TOPOLOGIES

Dr.M.Malathi

Determinants of Green Purchase Intention Among Educated Consumers: A Pre-Registered Protocol for a Multi-Stratum Moderated-Mediation Survey

Lavanya k

A Study on the Transformation of Economic Growth through the Appropriate Commercialisation of Vegetable Agricultural Goods

K.GUNASEKARAN

A Hybrid Vision Transformer–CNN Diagnosis Network with Explainable AI for Multi-Class Skin Cancer Prediction

Supriya LP, Rahul Krishnan

Performance Evaluation of Hybrid Post-Quantum Cryptographic Frameworks in 6G Military Networks

Usha G, Dr. Abeer Aljohani

Performance Evaluation of Machine Learning Models for Mobile Robot Odometry Error Prediction Using Gazebo

ANITHA MARY, Prof. Shashi Kant Gupta

Hybrid Deep Learning Framework for Skin Disease Classification Using an Enhanced Swin Transformer Network

Dr.Naveeth Babu

A Taguchi–SVR Methodology for Friction Stir Welding of Dissimilar Aluminium Alloys for EV Battery Tray Applications

Kamatchi Hariharan M, Dr.P.Nagarajan

A Resilience Framework for Sybil Attacks on VANET with Machine Learning Based Classification

Athisha G

Prompt Refinement from Text to Image Generation using Multi model Approach

MANJULA R, S.Hemalatha

ML-Investigations on Goblet shaped Microstrip Antenna with Defected Ground Structure

Rekha S, Prof. (Dr.) Sai Kiran Oruganti

Socio-economic Transition and Livelihood Transformation among Tribal Communities in Tamil Nadu: A Muti-Tribe Analysis

Prof.N. Murugeswari, Prof. Shashi Kant Gupta

Methodology for Deep Ensemble Learning and Explainable AI in Imbalanced Melanoma Classification

Dr.Rubini.P

Blockchain-Assisted Federated Hybrid Deep Learning for Secure and Privacy-Preserving Skin Cancer Diagnosis

Naresh Alapati, BVVS Prasad

An Explainable Hybrid Deep Learning Framework for Knee Deterioration Level Prediction and Surgery Recommendation

kalpana Nagpal, Manimegalai P

Real-Time Data Visualisation for the IoT Application in Industrial Motor using Digital Twin Technology

Dr. Pravin Latane

Comparative Analysis of Textual Sentiment Analysis Models: ML, DL & TL

Dr. Dimple Tiwari, Prof. Bobinpreet Kaur

AI-Based Risk Stratification and Explainable Models for Wearable Mental Health Monitoring Systems

Dr Ramji Gupta, Dr Shashikant Gupta

Reinforcement Learning Framework for Efficient Placement and Routing in VLSI

Dr.P.Maniraj Kumar

Financial Market Crises Prediction using AI-Based Analytics for Risk Management Applications A Hybrid Bi-Directional LSTM and Transformer Framework with Multi-Modal Data Integration

Dr. Hemant Bhanawat, Prof.PhD habil. Otilia MANTA

Infant Health Risk Detection Using Deep Learning-Based Cry Analysis for Classifying Normal Infant Cry Signal

Dr. Sameena Bano

Decoding Speech: AI-Powered Acoustic Detection of Stuttering

Dr. Salma Jabeen

A Relative Gap Analysis of Machine-Learning Frameworks for Heart-Disease Prediction and the Case for an Optimization-Driven Lightweight Transformer

Ashwini Shinde, Dr. Shashikant Gupta

Explainable Real Time Vehicle Make Model Methodology Using Bag of Expressions Features for Indian Passenger Cars

Praveen Gupta, Dr. Shashikant Gupta

Predicting Ovarian Cancer using Machine Learning: A Comparative Study

Dr. Ranjit Kumar, Dr Ajay Kumar

Where the Machines Fall Short: A Comparative Gap Analysis of AI Methods for Early Colorectal Cancer Screening

Uma Hombal, Prof. Shashi Kant Gupta

Machine Learning and Deep Learning Models for Water Quality Prediction with SHAP-Based Explainable AI

Geetha Jenifel M, Mashael Mahmoud Khayyat

A Deep Learning-Based Intelligent Routing Protocol for Energy-Efficient Wireless Sensor Networks

Dr Sashikant Gupta, Shushant Kumar Jain

Echoes of Identity and Structures of Belonging: Relational Neurodivergence in Every Last Word

Jeyappriya P, Dr Sashikant Gupta

Explainable Adversarial Attack Detection in Medical Images Using Layer-wise Progressive Activation Maps (PLAN)

Dhairya Vyas, Dr. Sheshang Degadwala

Federated Regression-Based Remaining Queue Time Estimation in Cloud-Edge Multiprocessor Systems with Fault Tolerance and Cost Optimization

Dr Sarla More, Dr Ajay Kumar

Advanced Data Processing using Machine Learning: A Comparative Study of Predictive Models for Large-Scale Data Analytics

JERALD, PAWAN

Occlusion-Aware Human Mesh Model-Based Gait Recognition

Ajay Kumar

Dynamic Path Planning: An Enhanced D* – ACO Model Incorporating Local Trajectory Optimization for Autonomous Mobile Robots

Dr S Sumathi Sumathi, Shashi Kant Gupta