International Journal of Artificial Intelligence and Machine Learning

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

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• 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

  16-24

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• 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

  25-33

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• 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

  34-42

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• 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

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• 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

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• 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

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• 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

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

  Boobalakrishnan Sadasivam , Kavitha Rajamohan

  95-121

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

  B. Saraswati , Dr.A. Deepak Kumar, K. Samundeeswari , Ma’mirjon Yuldasho , Nasiba Eshkulova, Kamola Mirzayeva

  122-136

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

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

  Renjith V.R, J.E Judith

  383-402

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• 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

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

  Sufaira Shamsudeen, K. Ranjith Singh

  417-438

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• 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

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• 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

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• 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

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

  C Govardhan, V Anantha Natarajan

  487-505

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• 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

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• 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

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

  Preethi Veerlapalli, Dr. Sushama Rani Dutta

  547-568

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

  Gottumukkala Thanmaya Tejaswi, Nulaka Srinivasu, Pardha Saradhi Varma Gottumukkala

  569-592

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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

  674-682

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• 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

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• 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

  695-703

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

  M.Karthika Devi, M. Thangaraj

  704-713

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• 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

  714-722

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• 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

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• 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

  732-740

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• 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

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• 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

  751-759

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• 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

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• 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

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

  S. Mahendran, B. Gomathy

  791-810

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

  Ashima Jain, Ashima Narang, Manju

  811-831

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• 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

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• Attention LSTM framework for Aspect-enabled Sentiment Analysis

  Pushpakumar R, Dr. K. Seethalakshmi

  846-860

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• 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

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• 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

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• 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

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

  A. Kalaivani, R. Pugazendi

  933-943

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

  Jyoti Jangir, Nirmal Punetha, Khushboo Tripathi

  944-970

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• Hybrid Stochastic-Dynamic Framework for Latency and Energy-Aware Task Offloading in Edge Computing

  Dr. TKS Rathish Babu, R. Naveenkumar, Dr.R. Shankar, Ali Bostani, Mrs.E. Pavithra, Ponmurugan Panneerselvam, Dr .P.Dharmendra Kumar

  971-979

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• Predicting Student Academic Performance Using Meta-Learning with Model-Agnostic Meta-Learning (MAML)

  Dr.V.R. Sadasivam, B. Gayathri, Lola Kudratova, K.S. Sridevi Sangeetha, Dilfuza Qarshiboyeva, Anvar Absamatov

  980-992

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• Next-Generation Supply Chains: Leveraging Blockchain and Autonomous AI Agents for Real-Time Resilience

  Mr. Rupesh Mishra, Dr. Nazneen Ansari

  993-1015

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