Vol. 6 No. 1s (2026): IJAIML_VOL.6_NO.1s 2026

Published: 2026-04-15

Articles

  • AI-Driven Dynamic Curriculum Design with a Hybrid of Reinforcement Learning and Evolutionary Algorithms

    Dr. Reji K Kollinal, Dr.P. Kaladevi, R. Harshini, Hadasha Nobel tune, Rustam Khurramov, Baxtiyor Turayev
    1-15
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.1-15

  • Generative AI-Based Autonomous Orchestration for Intelligent IoT-Driven Smart Home Systems

    Dr. Ramesh Palanisamy, Dr. Senthilkumar Moorthy, Dr. S. V. Manikanthan, Dr. J RajaSekhar, A. Surendar, Shaik Sadulla
    16-24
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.16-24

  • Human-Centric Urban Planning Using Behavioral Digital Twins and Predictive Analytics

    J. Karthikeyan, Nik Mohd Noor Faizul Md Saad, Chen Kim Lim, Kian Lam Tan, M. Kavitha, A. Velliangiri
    25-33
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.25-33

  • AutoML-Driven Intelligent Big Data Analytics for Scalable and Adaptive Enterprise Decision-Making Systems

    Dr. R. Mahalingam, Dr.D. Saveetha, Dr. Swetha Pesaru, Dr. Hari Kishore Kakarla, P.Joshua Reginald, K P Uvarajan
    34-42
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.34-42

  • Building Inclusive Learning Systems Using Hybrid Multi-Agent Reinforcement Learning with NLP

    Dr.M. Rajapriya, P. Sagayaraj , Dr.D. Mugilan, J. Monisha , Nasiba Axmedova, Lochinbek Pardayev
    43-56
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.43-56

  • Developing AI-Powered Adaptive Testing Systems with Few-Shot Learning Education Techniques

    Anitha M, Dr.G.H. Kerinab Beenu, Gulboy Yusupov, Mahesh Kumar PG, Dinara Abdurakhmonova, Yulduz Raximova
    57-70
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.57-70

  • AI-Driven Content Generation for Adaptive E-Learning Using Generative Pretrained Transformers (GPT-3)

    Dr.D. Muthusankar, P. Pushpalatha, Komil Bazarov, R. Jeevajothi, Shavkat Abduraxmonov, Sharofiddin Yarmatov
    71-82
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.71-82

  • Interactive Learning Environment Optimization Using a Multi-Objective Genetic Algorithm

    Dr.P. Kaladevi, S. Seethaladevi, Doniyorbek Khudoyberganov, K. Kanchana, Nodira Fayziyeva, Mehriddin Amonov
    83-94
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.83-94

  • Cross-platform Web of Things framework for smart home sensors and legacy device gateways

    Boobalakrishnan Sadasivam , Kavitha Rajamohan
    95-121
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.95-121

  • Hybrid Neural-Genetic Models for Adaptive Online Learning Resource Allocation

    B. Saraswati , Dr.A. Deepak Kumar, K. Samundeeswari , Ma’mirjon Yuldashov, Nasiba Eshkulova, Kamola Mirzayeva
    122-136
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.122-136

  • Enhancing Adaptive Learning Systems Using Swarm Intelligence Algorithms for Personalized Education

    Azibaev Akhmadkhon Gulomjon ugli, Umid Odilov, S. Antonibiya, S. Malarvizhi, Sofiyaxon Usmonova, Akmal Qosimov
    137-151
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.137-151

  • A Novel Transfer Learning Approach for Personalizing Learning Experiences Using Pretrained Transformers

    Dr.R. Gopinath, Dr.G. Mahalakshmi, V. Sivasankari , R. Anuradha, Bayram Mambetov, Khadicha Rashidova
    152-164
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.152-164

  • Optimizing Education Pathways Using Hyperparameter Tuning in Neural Architecture Search (NAS)

    Abdusamiev Dilmurod Abdugani ugli, Dr.D. Muthusankar, E. Shalini, S. Suganya, Ramazon Xurramov, Lazizbek Burkhonov
    165-176
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.165-176

  • Predictive Modeling for Student Dropout in Online Courses Using Ensemble Deep Reinforcement Learning

    Dr. Arasuraja Ganesan, Dr. K.R. Nandagopal, R. Shanthi, V. Ramnath, Malikaxon Qodirova, Shokhista Khaydarova
    177-187
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.177-187

  • Improving Early Detection of Learning Disabilities Using Graph Convolutional Networks (GCN) and Multi-Modal Data

    Abdumutalliev Abdulakhad Abdusamad ugli, Dr.P. Senthil Raja, V. Dhanalakshmi, M. Gayathri, Zuhra Xudayarova, Mavluda Nurillaeva
    188-202
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.188-202

  • Developing Autonomous Feedback Mechanisms in Education with Deep Q-networks (DQN) and NLP

    Dr.U. Harita, Dr. Shanthi Vairavan, Mavlonbek Doniyarov, P.V. Hari Hara Subramanyan, Abdullayeva Shakhnoza Anvarovna, Nigora Abduraimova
    203-213
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.203-213

  • Leveraging Federated Learning for Privacy-Preserving Collaborative Learning Platforms in Education

    Bekmirzayev Mirjalol Xusanboy ugli, Golibjon Ernazarov, Dr. Ponmurugan Panneerselvam, Deepa Sundareswaran, Alijon Hamroyev, Akbar Shodiyev
    214-227
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.214-227

  • Student Engagement Prediction in E-Learning Environments Using Attention-Based Transformers

    Yokubbaeva Umida Abduvakhob kizi, Mirjon Sharopov, Pushpa Nagini Sripada, R. Parthasarathy, Shaxnoza Muzrapova, Sanjar Uraimov
    228-240
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.228-240

  • Personalized Learning Recommendations with Multi-Layered Neural Collaborative Filtering

    Dr. Meenakshi Sundaram G, Dr.Ambika P, Komiljon Karimov, Bhavadharani S, Nozima Dosmuxammedova, Jasur Abdullayev
    241-251
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.241-251

  • A Hybrid Siamese Neural Network for Personalized Learning Pathways in STEM Education

    Dr.M. Sangeetha, Dr.K. Shree Jayaram, Dilafruz Ismatova, Dr.K. Sreedevi, Erkin Xakimov, Tuygunoy Mamadzhanova
    252-264
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.252-264

  • Predicting Student Motivation and Engagement Using a Hybrid of Recurrent Neural Networks (RNNS) and Reinforcement Learning

    Dr. Gopinath R, Rajashri CK, Munira Baymatova, Jeyanthi P, Mamataliev Marufjon Mamatjonovich, Ismat Saparov
    265-275
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.265-275

  • Assessing the Role of Game-Based Learning in Improving Academic Achievement and Student Motivation

    Bishnu Paramguru Mahapatra, Rabinarayan Panda, Roni Das, Rajeswari M, Sachikanta Dash
    276-291
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.276-291

  • Optimizing Student Learning Outcomes in Virtual Classrooms Using Hierarchical Reinforcement Learning (HRL)

    Dr. Megala Rajendran, N. Nivetha, N. Prabhavathy Devi, Dr.R. Chithra, Nigora Saliyeva, Asadbek Eshniyozov
    292-303
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.292-303

  • Segmentation Of Pectoral Muscle From Digital Mammograms With Breadth -First Search Algorithm Towards Breast Cancer Detection

    Pratibha T Joshi, Gurpreet Singh Saini, Shivaji D Pawar, Kamal Sharma, Shankar Patil
    304-320
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.304-320

  • Enhancing Teacher Support Systems with Emotion-Aware Learning Using Affective Computing and Gans

    Dr. Anand. J, Nivetha N, Dr. Senthil Raja P, Prabhavathy Devi N, Khonzoda Makhramkulova, Akmal Ergashev
    321-331
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.321-331

  • Transformer-Based Natural Language Processing Model for Automated Clinical Diagnosis and Electronic Health Record Summarization

    Rashmi Jain, Dr. Shikhar Verma, Dr. Jimmy Narayan, Manish M Goswami, Sachin U. Balvir, Anup Gade, Dr. Komal Patel, Pushpalatha P
    332-344
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.332-344

  • Smart Tutoring Systems Using Interactive Natural Language Understanding with Transformer-Based Models

    Damodaran, Dr. Lekshmi. R.S, Mamayusup Abdusamatov, Dr. V. Subbulakshmi, Sitora Azizova, Bakhodir Jalilov
    345-355
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.345-355

  • A Distributed Artificial Intelligence Framework with Federated Machine Learning for Privacy-Preserving Healthcare Data Analytics in Multi-Cloud Environments

    Rohit Ravindra Nikam, Pallavi Sachin Patil, Dr.Pavan kumar, Dr. Deepak Kumar Parhi, Samudrala Jagadeesh, Dr.Geetika M. Patel, Shalini E, Anitha K
    356-369
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.356-369

  • Analyzing Collaborative Learning in Peer Education Using Deep Graph Neural Networks

    Anitha K, Dr. Satish. R, Athira K, Iroda Ismatullayeva, Nodira Mirxaydarova, Anvar Pardayev
    370-382
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.370-382

  • Advanced Detection of Gastrointestinal Cancer & Classification Using ASHMSO and Multi-Kernel Attention Densenet

    Renjith V.R, J.E Judith
    383-402
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.384-402

  • Integrating Knowledge Graphs with Natural Language Processing for Context-Aware Educational Content Recommendations

    Dr. Priya Sethuraman, Dr. Arivukkodi R, Dr. Nallusamy C, Durga B, Xalida Sultanova, Bakhodir Khoshbakov
    403-416
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.403-416

  • Optimizing Multiclass Banking Customer Segmentation: A Dual Approach using Transformer Model and Advanced Optimizers

    Sufaira Shamsudeen, K. Ranjith Singh
    417-438
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.417-438

  • Design and production optimization of safety-engineered syringes to be used routinely in clinical settings: ergonomic, cost-effective solution to reducing the risk of blood-borne infections in India

    Girish Kumar Kuppireddy, Dr. Kamineni Saradhi
    439-453
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.439-453

  • Classification and Detection of Gastrointestinal Cancer Diagnosis Using Advanced Deep Learning Technique: An Explainable AI Approach

    Renjith V.R, Dr. J.E Judith
    454-471
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.454-471

  • An Adaptive Pre-Copy Live Virtual Machine Migration Framework Using Fire Hawks Optimization Algorithm for Efficient Cloud Resource Management

    A. Nagaswathy, Dr. M. Suganya
    472-486
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.472-486

  • Interpretable and Efficient Brain Tumor Detection using Efficient Net Enhanced with CBAM and Grad-CAM Analysis

    C Govardhan, V Anantha Natarajan
    487-505
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.487-505

  • Ambient Intelligence for Adaptive Smart Home Environments Using 5G Networks

    Dr. R. Venkatesh, Dr. Reshma Yogesh Totare, Dr.N. Srinivas, Dr. Shenbagarajan Anantharajan
    506-520
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.506-520

  • Automatic lung tumor segmentation and classification based on improved U-Net assisted hybrid deep learning approach

    Gottumukkala Thanmaya Tejaswi, Nulaka Srinivasu, Pardha Saradhi Varma Gottumukkala
    521-546
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.521-546

  • ROISegNet: Anatomy-Aware Deep Learning Framework for Accurate Breast ROI Segmentation in Thermographic Imaging

    Preethi Veerlapalli, Dr. Sushama Rani Dutta
    547-568
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.547-568

  • Cloud assisted Multimodal Lung Cancer Classification Using an explainable Deep Learning approach

    Gottumukkala Thanmaya Tejaswi, Nulaka Srinivasu, Pardha Saradhi Varma Gottumukkala
    569-592
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.569-592

  • AEO-HGO Adaptive Exploration-Exploitation Hybrid Gas Optimization for Satellite Image Segmentation

    V. Prasanna , J. Saivijayalakshmi, R. Nareshkumar , P. Uma Maheswari, N. Mathimagal, Lavanya V
    593-603
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.593-603

  • Identification and Quantization of Multiple Damages on 1-Dimensional Beam by Minimizing Wasserstein Distance with Sensitive Modal Amplitude Data

    Vineet Kumar Vashishtha, Dr. Nitin Kumar Jain, Dr. Ankur Gupta
    604-625
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.604-625

  • Wheeze Signal Feature Engineered Deep Neural Network Model for Wheeze Segmentation and Wheeze Sound Detection from Lung Sound Data Signals

    Gomathi R, Karthik R
    626-644
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.626-644

  • Localization and Quantification of Multiple Damages on One-Dimensional Beam with Sensitive Modal Data and Jensen-Shannon Divergence-Based Artificial Neural Network Regression

    Vineet Kumar Vashishtha, Dr. Nitin Kumar Jain, Dr. Ankur Gupta
    645-663
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.645-663

  • An Optimized Document Information Retrieval Framework Using Clustering Techniques Integrated with Bacterial Foraging Optimization

    S.Nancy Lima Christy, Dr.A. Jeeva, Nisha Boopathy, Ali Bostani, Dr.A. Mummoorthy, Suresh Arumugam, Dr .P.Dharmendra Kumar
    664-673
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.664-673

  • A Robust Deep Learning Framework for Adversarially Resilient Fraud Detection and Analytical Modeling

    Dr.A. Ramesh, Mr. J. Sathish, Dr. V Mohan, Dr. Hari Kishore Kakarla, T M Sathish Kumar, Dr R Sathees kumar
    674-682
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.674-682

  • CNNBi-LSTM-GCN-ATN: Combining multifold deep learning models with attention methodology for an enhanced network intrusion detection system

    A. Kalaivani, R. Pugazendi
    683-694
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.683-694

  • Post-Quantum Secure Cross-Chain Interoperability Protocols for Next-Generation Blockchain Systems

    Dr. B. Nagarajan, Dr.D. Saveetha, Dr. P.S.G. Aruna Sri, Mr. Ketan Anand, Shaik Sadulla, C. Rajan
    695-703
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.695-703

  • Design and Development of Efficient Electronic Medical Data Search Engine with Data Privacy Using Blockchain Technology

    M.Karthika Devi, M. Thangaraj
    704-713
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.704-713

  • An Integrated Hybrid Interoperability Architecture for Multi-Platform Blockchain Supply Chain Systems

    Dr. B. Nagarajan, Dr. Veeramani. V, Dr. Antonyraj Martin, Dr.Hari Kishore Kakarla, K P Uvarajan, C. Rajan
    714-722
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.714-722

  • A Fuzzy-Assisted Mathematically Modified Cat Swarm Optimization Approach for Effective Sensitive Association Rule Hiding in Data Mining

    Dr M Praneesh, R. Naveenkumar, Capt. Dr. M. Nalini, Dr. C. Karnan, Dr. R. Brindha, Shanthi R, Dr .P.Dharmendra Kumar
    723-731
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.723-731

  • Security and Privacy Challenges in Decentralized Ledger Technologies: A Comprehensive Threat Modeling Approach

    Dr.A. Ramesh, Dr. R Usha Rani, Dr. Venkateswarlu Sunkari, Dr. Fazal Noorbasha, A. Velliangiri, Dr.R. Eswaramoorthi
    732-740
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.732-740

  • A Hybrid Big Data Analytics Framework for Business Intelligence Classification Using Whale Optimization Algorithms and Neural Network Models

    Dr. Geetha T V, R. Naveenkumar, Dr.V. Sumathi, Ali Bostani, Dr.A. Mummoorthy, Monisha J, Dr .P.Dharmendra Kumar
    741-750
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.741-750

  • Hierarchical Deep Transfer Networks for Cross-Domain Visual Intelligence and Large-Scale Data Mining

    Dr. J. Karthikeyan, Dr. Rajesh Kumar K, Dr. T. Padmapriya, Dr. P. Selvaraju, C. Rajan, Dr. K. Geetha
    751-759
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.751-759

  • A Comprehensive Air Quality Prediction Model Based on Enhanced Sparse Autoencoder and Neural Network Architectures

    Dr. Rajinder Kumar, Dr Jitesh Kumar Baskaran, S. Aarthi, Pavithra G Shetty, Mrs.E. Pavithra, Arivukkodi R, Dr .P.Dharmendra Kumar
    760-768
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.760-768

  • An efficient DDoS attack detection method in IoT based on an optimized recurrent neural network using hybrid swarm intelligence methods

    Dr.S. Anitha, Dr T. Ramaprabha, Mrs.S. Chandrakala, Mr. N. Nijanthan
    769-790
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.769-790

  • Graph Transformer–Driven Multi-Agent Reinforcement Learning Framework for Real-Time Smart Grid Stability and Anomaly Prediction

    S. Mahendran, B. Gomathy
    791-810
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.791-810

  • Hybrid Intrusion Detection System For Securing Information In The Cloud Environment

    Ashima Jain, Ashima Narang, Manju
    811-831
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.811-831

  • Mutation Dwarf Mongoose Optimization (Mdmo) Based Feature Engineering And Peephole Long Short-Term Memory (Plstm) Model For Malware Family Classification With Api Call Analysis

    E. Yuvarani, Dr. P. M. Gomathi
    832-845
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.832-845

  • Attention LSTM framework for Aspect-enabled Sentiment Analysis

    Pushpakumar R, Dr. K. Seethalakshmi
    846-860
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.846-860

  • BITE-Net: A Multi-Feature Deep Learning Framework for Robust Clickbait Detection Integrating Psycholinguistic Signals, Semantic Contrast Modeling, and Multi-Head Self-Attention Fusion

    Senthilpriya S. S, N. V. Balaji
    861-887
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.861-887

  • AMACO-QP: Enhanced Adaptive Multi-Colony ACO-Based Query Processing with Healthcare-Aware Cost Model for Scalable Big Data Analytics

    S. Anuja, C. Malathy
    888-916
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.888-916

  • Intelligent Anomaly Detection in Campus Networks using Lightweight Vector Quantized Conditional Weighted Wasserstein Autoencoder and Optimized Bayesian Temporal Convolutional Network

    Ms.D. Sharmila, Dr.S. Uma
    917-932
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.917-932

  • Causal Reinforcement Learning Algorithm for Adaptive Business Strategy Optimization Under Market Volatility

    Shermatov Abdukodir Obidjon Ugli, Dr. N.Dayanand Lal, Dr.Nidhi Mishra, Dr. Sadasivam V R, Saodat Mamayusupova, Kattakul Kinjaev
    933-943
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.933-943

  • Design and implementation of LSTM-CNN-IDS Hybrid Intrusion Detection Mechanism for IoT Network

    Jyoti Jangir, Nirmal Punetha, Khushboo Tripathi
    944-970
    DOI: https://doi.org/10.51483/IJAIML.6.1s.2026.944-970