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

Published: 2026-06-24

Articles

Knowledge Mapping And Bibliometric Analysis Of ESP32-Based Iot Heat Index Monitoring For Smart Classrooms: Research Trends, Collaboration Networks, And Future Research Directions (2010–2025)

Rolly L. Ortiz

1-16
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Uav-Aided Decision Support Tool With Analytic Hierarchy Process For Floodplain Risk Assessment

Riz Rupert L. Ortiz, Harris C. Tarrayo, Rolly L. Ortiz

17-33
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Explainable Multimodal AI Framework For Early Disease Prediction Using Clinical And Imaging Data

M. Stanlywit, S. Sushma, Shanthi R, Snehal Swapnil Jawahire, Keerthika K, Gunjan Bhatnagar, Norbutayev Farhod

34-42
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A Stochastic Modelling Approach To The Analysis Of Cancer Cell Growth And Survival In The Indian Clinical Context

Dipti J. Yadav, Abhay Khamborkar, Kanchan Sitaram Pradhan, Pushpmala Shinde, Pramod Ganjewar

43-52
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Adaptive Engineering Systems: Redundancy-Driven Optimization And System Reliability

Arif Ali, Antoni Biya, Amit Gaurav, Jyotsna Suryavanshi, Leena Bharat Chaudhari, A. A. R. Senthil Kumaar, Harshini R, Pooja Sharma

53-62
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A Hybrid Bee-Markov And Cat Kernel Vector Optimized Intelligent Fault Diagnosis Framework For Multilevel Inverter Systems

T. Vijayalakshmi, J. Selvakumar

63-76
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Bias Mitigation In Large-Scale AI Systems For Healthcare Decision Support: Techniques, Data Processing, And Evaluation

Sayantani De, Shubhashish Goswami, Ravi Kumar, Manoj I. Patel, Tushar Jadhav, Rajashri C.K., Sreedevi K, Parul Yadav

77-85
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Agile Transformation In Large Healthcare IT Programs

Shubhapriya Muthuramalingam

86-93
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Dynamic Feature Extraction in Streaming Data for Real-Time Analytics

M. A. Prasanna, Yudhveer Singh Moudgil, Wu Sijie, Jyoti Mahur, Shalini E, Sivasankari V, Jyotsna Suryavanshi, Vijayalakshmi Pasupathy

94-102
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Fingerprint Based Student Identification System For Secure Attendance Using Iot

S. Bharathi, Deepali Prashant Pawar, Dr Seshu Babu Pulagara, Dr. Arijit Chakraborty , Manikandan Rajagopal, Dr Sangeetha V

103-109
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Autonomous Decision Systems For Healthcare Diagnostics: Balancing Accuracy And Computational Efficiency

Dr. Ria Kohli, Piyush Pal, Prashant Anerao, Ponmurugan Panneerselvam, Anitha M, Dr. A. Umamaheswari, Gunjan Bhatnagar, Dr. Ravi Kumar Sharma

110-118
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AI-Driven Intrusion Detection And Mitigation Techniques For Cybersecurity In Cloud Computing

Smitha GV, Samitha Khaiyum, T Ratha Jeyalakshmi

119-130
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Scalable Deep Learning Frameworks for Distributed Computing Environments

Snehal Kamble, Veerendra Yadav, Keerthika K, Sagar Gulati, Sathya Arthi R, Rahul Bhatt, M. Sangeetha, Sachin S. Pund

131-138
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Multimodal Attention Transformer Framework for Parkinson’s Disease Detection Using Gait, Speech, Wearable Sensors, and Auxiliary Neuroimaging

D. Geetha, M. Sunil Kumar

139-162
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Modular System Design for Uncertainty-Aware Engineering Architectures

Wang Hao, Pranali Chavan, Sangram Rajaram Patil, Manpreet Singh, Seethaladevi S, Sivasankari V, Digvijay Singh, Tanya Singh

163-171
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Scalable UVM Frameworks Augmented With ML For Multi-Protocol Storage Soc Verification

Amit kumar

172-178
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Operational Resilience in Industrial Systems: Latency-Aware and Adaptive Architectures

Abhiraj Malhotra, Yu Jun, Dr. Vikram V. Patel, Malarvizhi S, Suganya S, Suraj Bhan, Kaustubh Milind Utpat, Boymirzayeva Khurshida Sobirovna

179-188
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Advancing Text-To-Speech Synthesis Using Efficient Deep Learning Techniques For Enhanced Communication Recognition

M. Divya, Dr. N. Srinivas, rajeswari S, Dr. Bharathi V, m. Ganesan, manikandan Rajagopal

189-201
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Hierarchical Multi-Agent LLM Framework For Autonomous Task Planning And Execution

Saranya Sampathkumar, Rajashri CK, Dr. Raman Chadha, Amruta Prasad Kharade, Gayathri B, Nishi Agarwal, Urakov Khuvondik

202-211
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Data-Driven Control Strategies In Upstream Bioprocessing: Integrating Analytics, Automation, And Adaptive Systems

Sai Surya Raja Amogha Tenneti

212-217
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Complex System Engineering For Scalable Architectures: A Structural Complexity Optimization Approach

Savinder Kaur, Sachin Sharma, Shanthi R, Kumkum Bala, Amol Bhilare, Budigi Prabhakar, Antonibiya S, Irbutaeva Lola Tashbekovna

218-226
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Enhancing Image Security: A Hybrid Asymmetric Cryptosystem For Robust Watermarking With Comparative Performance Analysis

Yandapalli Venkata Sree Vaishnava Reddy, Davanam Ganesh

227-238
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Fairness-Aware Learning Framework For Bias Mitigation In Algorithmic Decision Systems

Uma Maheswari G, Liu Taiyu, Manisha Sagar Pawar, Keerthika K, Abhinav Rathour, Dr. S. T. Santhanalakshmi, Ashish Kumar Sharma, Ubaydulloyeva Sabrina Kodirovna

239-248
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Adaptive Algorithms for Non-Stationary Data Environments

S. Uma Mageshwari, Sakshi Pandey, Mr. Manoj I. Patel, Yudhveer Singh Moudgil, Sivasankari V, Shanthi R, Aastha Mishra, Abhijeet Deshpande

249-257
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Predictive Maintenance Systems Using Data-Driven Diagnostics for Industrial Rotating Machinery

Harshini R, Saniya Khurana, Dr. Sukhada Shashank Aloni, Dhajvir Singh Rai, Seethaladevi S, Rahul Kumar Singh, Ashutosh Kulkarni, Atish Baburao Mane

258-266
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Multi-Modal Hybrid Breast Cancer Classification Using Efficientnet-B3, Reliability-Weighted Decision Fusion, And Stacking Ensemble

Munmireddigari Santhi, M. Sunil Kumar

267-287
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A Distributed Multi-Agent Intelligence Framework For Autonomous Traffic Coordination In Smart Transportation Systems

Sumithra Salla, Rakesh Arya, Gagan Tiwari, Mahesh Kurulekar, Uday Chandrakant Patkar, Shalini E, Antonibiya S, Dr. Ravi Kumar Sharma

288-297
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Reasoning Allocation as a Privacy Architecture: Tiered Inference for Trusted Execution Environment Deployments

Ankur Aggarwal

298-310
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Platform Engineering for Scalable and Distributed System Architectures

Ambika P, Dr. S. Prince Mary, Rahul Bhatt, Divya Paikaray, Ding Shengrong, Surabhi Kesarwani, Dr. R. Rajalakshmi, Priyadharshini K

311-319
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The Verified Query Repository: A Human-in-the-Loop Architectural Pattern for Eliminating Hallucination in Enterprise NLP Systems

Arjun Danda Sureshbabu

320-330
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Sustainable Infrastructure Systems For Green Buildings: Lifecycle Optimization And Performance Modeling Using Machine Learning

Bipin Sule, Jyoti Mahur, Zhou Yiting, Tanya Singh, Kanchana K, Govind Singh Panwar, L. Sathiya, Monisha J, Rahul Rajendra Papalkar

331-339
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Hierarchical Software Requirement Classification Using Transformer-Based Language Models

R Nagaraju, V Anantha Natarajan

340-359
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Scalable Pattern Recognition In High-Dimensional Spaces Using Deep Learning Architectures

Rajashri CK, Shanthi R, Adars U, Vijayshree Khugshal, Vimal Bibhu, Dr. S. Balaji, Kiran Ingale, Dr. Ravi Kumar Sharma

360-368
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A Study On The Growth And Adoption Of Digital Payment Systems

Ms. Archana Vijayvargiya, Dr Rashmi Sharma

369-377
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Software Architecture Design for Scalable and Distributed Systems

John Bennet Johnson, Anjali Bhardwaj, Chandrashekhar Ramesh Ramtirthkar, Keerthika K, Athira K, Sunila Choudhary, Rohit Goyal, Dr. R. Rajalakshmi

378-386
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The Impact Of Artificial Intelligence On The Sustainability Of Smart Cities

Milner Liendo, Yenny Pinto, Manuel Hilario, Alonso Tenorio

387-398
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Resilient Infrastructure Systems: Robustness And Distributed Coordination

Atul Babanrao Wani, Shanthi Vairavan, Rajat Saini, Anitha M, Yudhveer Singh Moudgil, Vijay Kumar, Amol Bhilare, Khasanova Gulbakhor Rakhmatullayevna

399-407
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A Multi-Modal Framework For Road Attribute Detection And Evasive Maneuvering In Autonomous Vehicles

Anoop Thomas, Dr.Jobin K Antony, Samyuktha Sudheer, Yadhu Krishna P, R Abhijeet, Sandhra Martin

408-420
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Robust Learning Architecture For Incomplete Data Environments Through Positive-Unlabeled Recommendation Learning

Dr. A. Vijayalakshmi, Milind Patil, Shree Jayaram K, Ms. Arpita A. Prajapati, Ashish Kumar Sharma, Vijayalakshmi Pasupathy, Seethaladevi S, Anjali Bhardwaj

421-430
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Transforming Obstacles And Stress Among Teens Into Challenges And Opportunities Through Edupreneurship Using Machine Learning Random Forest Regression Analysis

Meena Sarumathi S, Mahila Vasanthi Thangam

431-446
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Digital Ecosystem Architecture For Distributed Intelligence And Integrated Data Management In Smart Healthcare Systems

Dr. Vinodh P. Vijayan, Ms. Anupama M. Patil, Dr. E. Kanniappan, Jyoti Maheshwari, Wang Yang, Arivukkodi R, Ambika P, R. Rajalakshmi, Tanveer Ahmad Wani

447-456
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A Comprehend Survey On Future Directions Of Artificial Intelligence Techniques For Social Behaviour Analytics

SakthiKarthikeyan R, Dr. R. Sudha

457-461
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Causal Inference Frameworks For Platform Integrity: Moving Beyond Correlation In Fraud And Abuse Detection

Sanchit Suman

462-470
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Retrieval-Augmented Scientific Reasoning Framework Using Knowledge Graphs And Large Language Models

Saranya Sampathkumar, Suresh Arumugam, Mohana Thiruchenduran, Jyotsna Suryavanshi, Ochilova Farida Bakhriddinovna, Dr. M. Abirami, Rakesh Arya

471-481
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Hierarchical Learning Models for Generalization Across Heterogeneous Data

Ashritha R Murthy, Dhanalakshmi V, Nishi Agarwal, Rishabh Bhardwaj, Parul Yadav, Tushar Jadhav, Uma Maheswari G

482-490
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Integrating convolutional neural networks for microscopic image analysis in acute lymphoblastic leukemia classification: A deep learning approach for enhanced diagnostic precision

Soumya Madduru, Dr. Venkata Raju K

491-505
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Automated Surveillance Systems: Design, Monitoring, and Privacy Preservation

Saraswati B, Amol Barde, Rahul Kumar Singh, Zhan Siq, Anuradha R, Aseem Aneja, Dr. S. T. Santhanalakshmi, Gunjan Bhatnagar

506-514
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Early Detection of Cardiovascular Disease Through Symptom-Based Text Mining: A Pure Natural Language Processing Approach Using the MIMIC-III Public Dataset

Pavitra Rachala, B. Padmaja Rani

515-523
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Evaluating The Efficiency Of Genetic Algorithm-Based Routing In MANET’s

Yogesh B. Pawar, Asma A. Shaikh, Harish Padmanaban, Viyyapu Lokeshwari Vinya, Navnath Kale, R M Balaji

524-531
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Self-Optimizing Algorithms For Continuous Learning In Financial Time-Series Forecasting

Nilesh D. Sadaphal, Rahul M. Mulajkar, Swati Shivkumar Shriyal, Suraj Bhan, Anitha M, Jeyanthi P, Govind Singh Panwar, Shukurov Sherzod

532-540
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AI Based Semantic Communication And Digital Twin Integrated Edge Architecture For 6G Vehicular Networks

R. A. Kapgate, Pushpalatha P, Bipin Sule, Tanveer Ahmad Wani, Nivetha N, Vijayshree Khugshal, Azgarova Gulsum

541-548
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Updateable Embedding Caches And Freshness-Aware Retrieval In Large-Scale Recommendation Systems

Siddharth Narayanan

549-561
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Computational Risk Modeling In Engineering Systems Under Uncertainty For Concrete Gravity Dam Safety

Dipesh B. Pardeshi, Vimal Bibhu, Chandrashekhar Ramesh Ramtirthkar, Dr. Shabina Jameer Modi, Keerthika K, Athira K, Gunjan Bhatnagar

562-570
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Privacy-Preserving Machine Learning Pipelines For Publisher Data Collaboration: A Framework For Federated Inference In Post-Cookie Advertising Ecosystems

Chirabrata Senapati

571-581
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Uncertainty-Calibrated Thermal-Aware Scheduling For Deadline-Constrained Edge AI Inference

Vinitha M, Prasad M. Patare, Dr. Shabina Jameer Modi, Amit Gaurav, Mrunmai Mandar Ranade, Saraswati B, Ashish Kumar Sharma

582-593
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An AI-Driven Conceptual Framework For Marketing Automation: Integrating Generative AI, Intelligent Customer Engagement, And Decision Support

Manisha Sahay, Kanchan Pranay Patil, Shripada Patil

594-609
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Adaptive Federated Learning With Intelligent Client Selection For Automated Chest X-Ray Pneumonia Detection

Miss. Nutan M. Dhande, Dr. Anupa Sinha

610-626
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A Reliable, Energy-Efficient And Secure Data Aggregation Framework For Resource-Constrained Wireless Sensor Networks

Bansude Vijaysinh Uttamrao, Dr. Rahul Kumar Budania, Dr. Shrinivas Tanaji Shirkande, Zade Mahesh Mahadev

627-634
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An Iot-Enabled Resilient Wireless Sensor Network Framework For Early Forest Fire Detection And Monitoring

Zade Mahesh Mahadev, Dr. Rahul Kumar Budania, Dr. Shrinivas Tanaji Shirkande, Bansude Vijaysinh Uttamrao

635-642
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Comparative Performance Analysis Of 2×2 And 4×4 QAM-Based MIMO-OFDM Systems For New Radio Indoor Signaling Over LTE Networks

Sumit Chafale, V. K. Taksande

643-667
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Beyond Post-Hoc Interpretability: Active SHAP-Guided Dynamic Ensemble Routing For PDF Malware Detection

Deepika Sharma, Manoj Devare

668-679
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A Computationally Efficient Deeplabv3+ Framework With A Mobilenetv2 Backbone For Accurate Retinal Vessel Segmentation In Fundus Images

Mrs. Gauri G. Jadhav, Dr. Anupa Sinha

680-696
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