Leconfe
Sustainable Global Societies Initiative

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

Proceeding Cover

LGPR | Batch 1 | Conference 4

Proceedings are now open for submission for the final conference of the batch 1 of the LGPR Programme.

Conference was held on 8th and 9th of November 2025

 

About

The Sustainable Global Societies Initiative (SGS-24) by Vibrasphere Technologies is an essential part of the Lincoln-Vibrasphere Global Sustainability programme & Conferences. his series of events is a collaborative platform hosted by Lincoln University College Malaysia and Vibrasphere Technologies, dedicated to advancing sustainability through research. As a key event under the Lincoln Global Postdoctoral & Researcher Programme (L-GPR), SGS-24 facilitates knowledge exchange by connecting emerging researchers with accomplished professionals and field experts, creating a unique environment for presenting progressive research in sustainable development.

 

Opening Date: 11-12-2025

Closing Date: 11-01-2026

Publication: 20-01-2026

 

Track 1: Engineering, Sciences, Mathematics & Computations

Track 2: Humanities and Management

 

Published: 11 December 2025

Engineering, Sciences, Mathematics & Computations

Energy-Efficient and Secure UAV Next-Generation Networks with Blockchain for Revolutionary Agriculture

Dr. Shashi Kant Gupta, Dr. Hemant Kumar Saini

Scaling Urban Retrofitting with AI-Enabled Modular Facades: An Economic Feasibility Framework for Sustainable Business Models

Dr. Arkar Htet, Dr. Shashi Kant Gupta, Dr. Sai Kiran Oruganti

Mechanical Process Control for Reducing Butter-Oil Defects in Industrial Production

suresh

Advanced RNN Approach for Classifying Electrophysiological Signals

Neha Ganvir, Dr. Sai Kiran Oruganti

Artificial Intelligence Optimisation of UAV Flight Paths for Enhanced Fog Dispersal Efficiency

Saifullah Khalid, Shashi Kant Gupta, Midhun Chakkaravarthy, Dharmendra Prakash, Alkesh Agrawal, D.K. Nishad

A Novel Approach to Multilingual Text Document Classification using Fuzzy Logic and XAI

Shalini Puri, Midhunchakkaravarthy Janarthanan, Ganesh Khekare

DeepLeafNet: An Intelligent Deep Learning Framework for Plant Disease Detection in Smart Agriculture

Dr.G.Murugesan

Performance Comparison of GAN-Augmented and Traditional CNN Models for Spinal Cord Tumor Detection

Bharati Ainapure, Shrikaant Kulkarni, Midhunchakkaravarthy Janarthanan

Intelligent Knowledge Based Open Pose System for Video Based Activity Recognition for Alzheimer Patients

Aanjan kumar

An Empirical Simulation and Comprehensive Analysis of Hybrid Consensus Architectures for Scalable and Efficient IoT-Blockchain Systems

Natraj N A, Midhunchakkaravarthy J. J, Brojo Kishore Mishra

HPSO-Optimized Support Vector Machine Model for Fake News Detection in Online Social Networks

Dr Raman, Dr. Babasaheb Jadhav , Syed Salman

A Multimodal Machine and Deep Learning Approach for Explainable Early Detection of Sarcoma

Vaishali Rajput, Raja Sarath Kumar Boddu3

Data Driven Energy Economy Prediction for Electric City Buses Using Dynamic Network based Machine Learning

Jegadeesan JJ, Midhunchakkaravarthy J. J

Collaborative Learning for Cyber attack Detection in Blockchain Networks And Wireless Networks

Jegadeesan R, Midhunchakkaravarthy J. J, Mudassir Khan

Soft Computing DL-based Dynamic Voltage Restorer (DVR) for Improvement of Power Quality in Grid-Connected Systems

MANIKANDAN MANI

A New Era in Fetal Monitoring: The Promise of Bio-Impedance Techniques

Ramesh Kumar, Vevekanandam, Rajesh Dey

Harnessing Artificial Intelligence for Real-Time Air Quality Assessment and Pollution Management: A Comprehensive Report

Dr. Dileep M R, Vivekanandam Balasubramaniam, Rupali Atul Mahajan

A Real-Time Deep Neural Network–Based Architecture for Active Network Attack Identification and Classification Models

Dr.Karthikeyan Kaliyaperumal, Prof. Raja Sarath Kumar Boddu, Prof. Sai Kiran Oruganti, Gudisa Tesema Kebesa

A Multi-Agent Policy Gradient Framework for Weather-Adaptive Crop Protection Using Deep Ensemble Learning

Dr. H. B. Jethva, Dr. Vivekanandam, Eugenio Vocaturo

Comprehensive study of self-healing mechanisms in Internet of Things (IoT) Networks

sudhakar K, Sai Kiran Oruganti, Eugenio Vocaturo

ABET Accreditation in Latin America: A Cross-Country Comparative Analysis

Mohammed Mujahid Ulla Faiz, Sai Kiran Oruganti, Ganesh Khekare

Explainable Text Recognition and Classification using Neural Network and Fuzzy Logic

Shalini Puri, Midhunchakkaravarthy Janarthanan, Ganesh Khekare

Behavior Recognition for ASD Children through Audio & Video for Psychological Intervention using AI

Dr.Rubini.P, Midhunchakkaravarthy, Hemalatha P

Integrated Application of Waste Cooking Oil, Reclaimed Asphalt Pavement, and Fly Ash in Sustainable Flexible Pavement Systems

SIVANANDI MAYAN SUBASH

A Deep Learning Framework for Early Detection and Treatment of Livestock Skin Diseases

N Umapathi, Vivekanandam Balasubramaniam

Performance Evaluation of an Adaptive Deep Learning Framework for Real-Time Vehicle Accident-Avoidance Systems

Karthick G, Midhunchakkaravarthy, Pawan Whig

Deep Reinforcement Learning for Ethically‐Aware Personalized Sentiment Analysis

kannaiya Raja

Evaluation of Permeability, Tensile, and Flexural Strength in Banana Peel Ash Concrete

Subash Thanappan, Dimitrios A Karras, Aiman Al-Odaini

Privacy-Preserving Federated Cross-Modal Fusion for Scientific Imaging: Medical, Materials, and Generic Domain Validation

Dr Janarthanam S

Applications in Explainable Text Identification and Classification in Multilingual Document Processing

Shalini Puri, Midhunchakkaravarthy, Ganesh Khekare

Addressing Limitations in CNN-Based Acoustic Profiling: Enhancing Real-Time Depression Detection with RNN and LSTM Architectures

Prof. (Dr.) Dhananjay S. Deshpande, Shashi Kant Gupta, Sai Kiran Oruganti

Attention-Based Acoustic Encoding: Transformer-Driven Longitudinal Vocal Biomarkers for Enhanced Depression Detection

Prof. (Dr.) Dhananjay S. Deshpande, Shashi Kant Gupta, Sai Kiran Oruganti

Skin Disease Classification Using Hybrid ResNet-50 based CNN preprocessing followed by ConvNeXtV2 and Vision Transformer Architecture

Bipin P R, Sai Kiran Oruganti, Upendra Kumar

A Data-Driven Decision Support Framework for Crop Recommendation Based on Soil and Climatic Factors

Dr. Parijata Majumdar, Dr. Vishal Jain

Transforming Underserved Communities Through Smart Home Solutions Based on IoT and PLC Integration

Lowlesh Nandkishor Yadav, Midhunchakkaravarthy, Dr. Dharmesh Dhabliya

Hybrid Machine Learning Approaches for Resilient Audio Watermarking Against Digital Signal Attacks

Dr. Ashish Dixit

A Secure Authenticated Key Agreement Scheme for Post-cloud computing–based IoT networks

Upendra Verma, Divya Midhunchakkaravarthy, Pawan Kumar Chaurasia

Explainable Multimodal LLMs: Integrating Multi-Shot Reasoning for Transparent and Trustworthy AI

Aleem Ali, Shashi Kant Gupta

Thermal Conductivity Enhancement with Metallic and Ceramic Coatings for Heat Management Systems

Dr. Amit Kumar Bansal, Dr. Mohammad Nizamuddin Inamdar, Dr. ABHINAV SHARMA

Intelligent Intrusion Detection Systems for Mitigating Cyber Attacks: A Comprehensive Review

Rahul Rajendra Papalkar, Dr. Sanjay Kumar Singh

Spine-GraphX: A Graph Neural Network Model for Analyzing Structural Relationships in Lumbar Intervertebral Discs

Naveen Sundar G, Raja Sarath Kumar Boddu

A Comprehensive Survey on Deep Learning Approaches for Autism Spectrum Disorder Detection Using Multimodal Data

G.Muneeswari, Pawan Kumar Chaurasia

Skin Disease Detection using Hybrid CNN and Vision Transformer Architecture

Bipin P R, Upendra Kumar, Sai Kiran Oruganti

A Quantum-Resilient Federated DRL Framework for Secure Voice Communication in 6G-Enabled MANETs

B Sudha, Dr Midhunchakkaravarthy, Dr. Ganesh Khekare

Digital Twin–Integrated Deep Reinforcement Learning Framework for Real-Time Payload-Stable UAV Landing and Energy-Aware Descent Control in Industry 5.0

R Raj Jawahar, Dr Midhunchakkaravarthy, Dr Rajesh Dey

Self-Sensing and Self-Healing rGO–MOF Adaptive Coatings via Swirl-Enhanced HVOF for Intelligent Tribology

Dr. Somasundaram S, Dr. Mohammad Nizamuddin Inamdar, Dr. Shakir Khan

Reversible Watermarking Framework for Secure Smart Healthcare

Dr. Anu Chaudhary

A comparative evaluation framework with quantification for UAV simulation platforms

Karanam Sunil Kumar

Explainable Knowledge Distillation via Capsule Vision Transformers for Automated Kidney Disease Categorization

Mr. Sachin Dattatraya Shingade, Mr. Midhun Chakkaravarthy , Mr. Dimitrios A. Karras, Mr. Sachin S., Miss. Komal Mahadeo Masal

Lightweight Edge-AI Frameworks for Coffee Bean Defect Identification and Classification

Dr. S. Raveena, Mr. Midhun Chakkaravarthy , Eugenio Vocaturo

Federated Learning as a Regularizer: Enhancing Privacy and Equity in Small-Sample Educational Dropout Prediction

Dr. Mahmoud Yousef AlFaress, Prof. Midhunchakkaravarthy Janarthanan, Prof. Chandra Kumar Dixit

Electromagnetic Simulation of a Dielectric Resonator Antenna for Non-Invasive Blood Glucose Detection

Dr. Rahul Krishnan

Critical Analysis of History Bits Algorithm with Attribute Ranking Strategies for Stock Market Prediction Accuracy Evaluation

NITIN SAKHARE, Divya Midhun, Dharmesh Dhabliya

A Critical Transformation of Trend Deterministic Technical Indicators for the Short Term Prediction of Stock Market Trading Strategies

NITIN SAKHARE, Divya Midhun, Dharmesh Dhabliya

Integrating the Pillars of Ethical AI: A Framework for Managing Fairness, Accuracy, and Interpretability Trade-offs

Pankaj Bhambri, ShashiKant Gupta

Detailed review of lightweight PHOTON hash-based Signcryption approaches for IoT usage

Raghavendra A, Sai Kiran Oruganti

Federated-Learning based Deep Learning framework for Data privacy in Smart city applications

Jay, Midhunchakkaravarthy, Dimitrios A Karras

Liver Disorders and Pitta Dosha in Ayurveda Using Machine Learning

Jaiprakash Narain Dwivedi

Digital Twin-Based Hospital Layout Optimization for Patient Flow Improvement

Dr. Jyoti R Munavalli, Dr. Sai Kiran Oruganti

IoT-Enabled Smart Horticulture: Integrating Image Processing for Real-Time Environmental Monitoring and Disease Detection

Prof. Sai Kiran Oruganti, Dr Shashi Kant Gupta, Dr B Perumal, Dr Deny John Samuvel

Tutty Frooty

Prof. Sai Kiran Oruganti

Automated Classification of Limb Movements Using Time–Frequency Features and Multi-Optimizer Ensemble Framework

syeda husna mehanoor

High-Precision Welding Defect Detection Practice: An Innovative YOLOv12 Model with Pinwheel Convolution and Adaptive Attention

Md Helal Miah, Shashi Kant Gupta

Frontiers in Medical Imaging: Brain Tumour Segmentation and Classification

Dr B Perumal, Suriyakala, Shakir Khan, Dr Deny, Sindhiya Devi R

Artificial Intelligence -Based Control Strategies for Cascaded H-Bridge Multilevel Inverters: A Review

Santhosh Kumar Thota

Simulation-Driven Neuro-Symbolic Explainable AI for Trustworthy Precision Agriculture: A Review

Dr. Syed Ibad Ali, Prof. (Dr.) Shashi Kant Gupta

Comparative Performance Evaluation of Transformer GPT and DCGAN Models for Monophonic Music Generation Using ABC Notation

Milind Nemade, Satheesh Babu

Integrating Memory Devices with Biosensors-An Efficient Framework

Prof. (Dr.) Shashi Kant Gupta

ADVANCED DETECTION OF BRAIN AND LUNG TUMORS THROUGH EXPLAINABLE AI APPROACHES

Malathi M

Enhancing Pharmaceutical Target Prediction Through Intelligent Feature Optimization and Ensemble Classification

Shashi Kant Gupta

Development of functional food products from Sesbania grandiflora flowers and leaves as an immune booster for chemotherapy and dialysis undergoing patients

Dr UMA NATH. U

Performance Evaluation of Carbon Nano Tube Field Effect Transistors based Content Addressable Memories

Imran Ullah Khan

To understand the effect of incorporation of polypropylene and steel fibers together in the hardened state of concrete

Dr.Amar Mahadeo Chipade

Hybrid Particle Swarm Optimized SVM for Neuroimaging-Based Early Autism Identification

Dr.G.Kranthi Kumar, Dr.Shashi Kant Gupta

DEPLOYING THE EXPERT SYSTEM FOR TROPICAL DISEASE DIAGNOSIS IN RESOURCE-LIMITED SETTINGS

Dr. K. Sujith, Dr Satheesh Babu, Prof. (Dr.) Chandra Kumar Dixit

Performance Evaluation of Advanced YOLO Models for Road Marking Detection

Dr. Shiva Shankar Reddy, Midhunchakkaravarthy Janarthanan, Inam Ullah Khan

Advanced Digital Filtering and Machine Learning–Based EEG Signal Analysis for Optimized Brain–Computer Interface Applications

Dr. Dipannita Debasish Mondal

Review on design of a Cross-System Neural Filter for Processing of Brain Signals using AI

Dr. Dipannita Debasish Mondal

Hyperspherical HyperFace-GAN: Generating Discriminative Synthetic Face Data via Multi-task and Angular Softmax Learning

Dr Dattatreya P Mankame, Amiya Bhaumik, Hemalatha

A Hybrid VMD–Transformer–OCSVM Framework for Accurate Water Quality Anomaly Detection

Baskar Govindaraj

Real-Time Anomaly Identification in Surveillance Videos Using Object Tracking and Spatio-Temporal Graph Learning

Divya Midhunchakkaravarthy, Hemalatha

Automated Signature Verification based on Hybrid Features and Proposed Deep Model

Dr. Gauri Pandit Borkhade

Association Between Outdoor and Indoor Air Pollution Exposure and Depression Among Middle-Aged and Older Adults Using Machine Learning Approaches

R.V. Prakash, Dr. Shrikant Kulkarni, Midhunchakkaravarthy Janarthanan

PERSONALIZED MEDICINE RECOMMENDATION SYSTEM FOR VARIOUS LUNG CANCER TYPES USING FDHSCNN AND LIME-FWPIMS

Sanjukta rani Jena

Performance Enhancement of Dual Polarized Array Antenna for Modern Wireless Applications

Priya Ranjan Meher, Shashi Kant Gupta, Sai Kiran Oruganti

An Empirical Comparison of Deep Learning Models for ARDS Detection Using a Meta Learning Model

Dr. Pawan Kumar Mall, Prof Dr Divya Midhun, Dr. Rupali Atul Mahajan

LG-FIS: A Hierarchical Local-Global Fuzzy Inference System for Multimodal Alzheimer’s Disease Diagnosis

Mohammad Faiz

Humanities and Management

Scalable and Ethical Artificial Intelligence for Sustainable Development Goals (SDGs): Insights from Multi-Stakeholder Engagement in the Global South

Dr. Diwakar Chaudhary

Driving Digital Financial Literacy in India: A Review of the Regulatory Landscape and Educational Marketing Strategies for Mitigating Cybersecurity and Data Protection Risks

Dr.Arijit Maity, Dr. Babasaheb, Dr Oyyappan Duraipandi , Prasenjit Chakrabarty, Archisman Mitra, PRIYANKA DAS

Application of Indian Knowledge System in Leadership and Ethical Governance to Achieve Sustainable Human Resource Development of the Organization

Dr. Thiruppathi KTM, Dr. Oyyappan Duraipandi, Dr. Amit Kumar Sinha

Application of Indian Knowledge System in Workforce Development and Employability to Achieve Sustainable Human Resource Development of the Organization

Dr. Thiruppathi KTM, Dr. Oyyappan Duraipandi, Dr. Amit Kumar Sinha

Narrative Cognition Transformer (NCT): An Explainable Symbol–Emotion Model for Mapping Resilience Patterns in Contemporary Fiction

Sibiya Devi P, Dr. Divya Midhun, Prof. Anupp Pradhan

METAVERSE-BASED CAREER COUNSELLING AND NETWORKING FOR COLLEGE STUDENTS

Julee Banerji, NiranchanaShri Viswanathan

Artificial Intelligence in HR Development: Exploring Opportunities, Ethical Implications and Professional Standards

Udhayarekha R, Lubna Ali, Shankar Subramanian Iyer

Influence of Robo-Advisory Services on the Investment Decisions

Rohit Kaushik

Employee Retention Strategies for Sustainable Development in Dynamic Environment of Higher Educational Institutions in Bangalore

Raji

Reimagining Brand Equity in Management Institutions through AI-Enabled Branding: An empirical analysis

Arvind Mallik, Prof Dr Amiya Bhaumik, Dr. Parin Somani