Vol. 6 No. 5s (2026): IJAIML_VOL.6_NO.5s 2026

Articles

• An Explanatory-Sequential Analysis Of Students' Attitudes Towards Chatgpt, Epistemic Beliefs, And Academic Honesty For Segmenting AI Use

  Bryan M. Nozaleda

  1-17

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• Privacy-Aware Business Intelligence Architectures: A Unified Governance Framework For AI-Driven Analytics In Hospitality And Service Enterprises

  Anjali Kansara

  18-32

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• Ensemble Optimization Based Feature Selection (Eofs) And Ensemble Deep Learning (Edl) Classifier For Stock Market Prediction

  Deepa Raghunathan, M.Krishnamoorthi, Boobalakrishnan Sadasivam

  33-50

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• Academic Dishonesty In The Age Of Artificial Intelligence: The Role Of University Students' Epistemological Beliefs

  Jona Addatu-Cambri

  51-62

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• Predicting Teacher Professional Development Through AI-Based Analysis of Lesson Plan Quality in Primary School Settings

  Saltanat Beyshenova, Zailova Zhumagul, Meerim Orozomambetova, Kyrgyzbai Dobaev, Baktybek Isakov

  63-71

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• A Computationally Efficient Brain Tumor Segmentation Framework From Magnetic Resonance Imaging Using Contrast Enhancement And Region Of Interest Localization With A Standard U-Net Architecture

  Mohammed Hamid Alkubaisi, Issa Mohammed Mishaal, Bassam Talib Sabri, Kian Raheem Qasim

  72-83

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• Engineering Data Systems For Intelligent Fault Detection And Predictive Maintenance In Industrial Equipment Monitoring

  Dr. Sarita Mohapatra, Dr. Sweta Kumari Barnwal, Vijay Kumar, Amol Bhilare, Gendal Lal, Suganya S, Arif Ali, Manjula R

  84-94

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• Auto ML For Adaptive Model Selection And Hyperparameter Optimization

  Ashvin B. Amale, Shalini E, Dr. Mani Sarma Vittapu, Basu Kalyanwat, Digvijay Singh, Jyoti Mahur, Malarvizhi S, Dr. Sachin S. Pund

  95-102

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• Autonomous Aiops Framework For Predictive Incident Management In Large-Scale Enterprise Systems

  Devendra Gairola

  103-116

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• Spatial Analytics And Machine Learning Integration For African Swine Fever Management: A Predictive And Prescriptive Decision Support Framework

  Roger S. Mission

  117-123

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• Probabilistic Requirement Modeling For Enterprise AI Workflow Orchestration: An Outcome-Centric Framework For Non-Deterministic Systems

  Vijayalakshmi Narasimhan

  124-137

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• Evaluation Of Brain Tumor Models Using Optimal Deep Learning Approaches

  Rahul Bind, Patel Hirenkumar Ramanbhai , Mahendra N Patel , Mahesh M. Goyani , Pinal J. Patel, Dr.Dhaval Varia , Hetal Chauhan, Suresh B Patel

  138-146

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• Digital Infrastructure Optimization: Aligning System Architecture With Scalable Performance

  Aastha Mishra, Ms. Jijina M. T., Rakesh Arya, Ankita Kumari, Dhanalakshmi V, Uma Maheswari G, Dr. Deepa Sharma, Abhijeet Deshpande

  147-155

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• Digital Transformation Architectures For Scalable System Integration Using Cloud-Native And Deep Learning Techniques

  Debanjan Ghosh, Ashutosh Kulkarni, Nivetha N, Dr. Preeti Gera, Anuradha R, Govind Singh Panwar, Neelam Sharma, Jyoti Mahur

  156-165

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• Designing Evaluation Frameworks For Enterprise LLM Deployments In Regulated Environments

  Karan Nisar

  166-181

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• AI-Driven Anomaly Detection In Peoplesoft Financial Systems

  Pradeep Narayanan

  182-194

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• Advances In Bone Health Analysis Using Deep Learning On Dexa Scan Images For Postmenopausal Osteoporosis

  Priyanandhini V , Dr.Thilagavathy R

  195-212

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• Computational Analysis Of Healthcare Inequality Using AI-Based Decision Support Systems

  M. Santhosh Kumar, Dr. Shweta Saxena, Dr. Chetansinh R. Vaghela, Pushpalatha P, Hadasha Nobel Tune, Subramanian Karthick, Rakesh Arya, Mathan Kumar B

  213-221

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• Measuring The Impact Of End To End Data Validation On Trust And Adoption In Large Scale Analytics Platforms

  Nikita Sanjay Panchariya

  222-230

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• System Design Frameworks for Complex Intelligent Systems

  Chandrashekhar Ramesh Ramtirthkar, Amit Gaurav, Rakhi Jha, Dr. Prabhat Kumar Sahu, Shalini E, Samundeeswari K, Dr. Sangeeta Arora, Digvijay Singh

  231-239

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• Intelligent Antenna Selection For Energy-Efficient MIMO Communications Using Distribution-Based Chicken Swarm Optimization

  Dr. B. Arunapriya, L. Meenachi, Sivadevuni Sreeparnesh Sharma, Kirti Dinkar More, V. Vignesh, E. Prabhakar

  240-251

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• A Systematic Investigation Of Climate Change Impacts And Disaster Risk Reduction Strategies Using Data-Driven Analytical Models

  Dr. T. Megala, Dr.K. Srinivasan, Dr.K. Sathishkumar, Dr. M. Ramalingam, Dr.S. Pandikumar, Dr.A. Mummoorthy, R. Naveenkumar

  252-262

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• Bias Detection and Fairness Optimization in Algorithmic Systems

  Tresa Maria Josylin, Tannmay Gupta, Budigi Prabhakar, Shubhashish Goswami, Sivasankari V, Gayathri M, Dr. S. T. Santhanalakshmi, M. A. Prasanna

  263-271

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• A Governance-Centric Lakehouse Architecture For Ai-Ready Public Sector Decision Intelligence Using Medallion Data Engineering Patterns

  Pankaj Sahani

  272-286

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• A Deep Learning–Driven Framework For Automated Segmentation Of Acute Leukemia In Peripheral Blood Smear Microscopic Images

  Dr. N. Sandhya, Dr.K. Nandhini, Ramya Selvaraj, R. Naveenkumar, Ishita Mishra, Dr.B. Senthilkumaran, Dr. Elavarasan K

  287-297

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• A Comparative Analysis Of Novel Privacy-Preserving Data Mining Techniques For Protecting Confidential And Sensitive Data Items

  Dr.Vigneshwar Mahendran, Dr. G. Karthikeyan, R. Naveenkumar, Dr.M. Subramaniakumar, Dr. C Uma, Dr.B. Senthilkumaran, Dr.A. Jeeva

  298-305

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• Cross-Domain Adaptation Of Intelligent Systems In Heterogeneous Environments

  Dr. Pallavi Jamsandekar, Tanveer Ahmad Wani, Vijayshree Khugshal, Dr. Prakash Kuppuswamy, Nivetha N, Manjula R, Dr. S. T. Santhanalakshmi, Danish Kundra

  306-313

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• Cloud-Native Modernization As AI Readiness Infrastructure: An Architectural Framework From Multi-Industry Case Studies

  Maitray Modi

  314-324

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• An Intelligent Facial Recognition Framework Using Stacked Autoencoders Integrated With Convolutional Neural Network Architectures

  Dr. Sureshkumar Somanathan, Dr M Praneesh, Padmapriya M. R, G. Kowsalya, Dr.K. Sathishkumar, Mrs.E. Pavithra, R. Naveenkumar

  325-334

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• An Artificial Neural Network–Based Predictive Framework For Forecasting Climate Change Impacts And Environmental Variability

  Boopathi Kumar E, Mr.P. Ramesh, Dr. S. Prasath, Dr.K. Sathishkumar, Dr.S.Akila Rajini, Dr T.B Sivakumar, R. Naveenkumar

  335-343

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• Cloud-Enabled Geo-Location Based Qos-Centric Spectrum And Channel Allocation Framework For Cognitive Radio Networks

  S Manjunatha, Dr.Manjunath T N, Mr.Chandrashekara Lingaiah Nagaratna

  344-357

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• Design And Development Of A Residual-Enhanced Gradient Boosting Model For Gate Delay-Based Performance Prediction

  K Shekar, Dr. Sandhya Rachamalla

  358-370

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• Human–Machine Coordination in Adaptive Industrial Automation Systems

  Dr. Sandip Sane, Sachin Sharma, Hadasha Nobel Tune, Swati Shivkumar Shriyal, Dr. Swati Gopal Gawhale, Nisha Pandey, Priyadharshini K, Dr. S. Ayem Perumal

  371-378

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• DRIFTBENCH: Long-Horizon Memory Benchmark For AI Agents

  Sunil Kumar P, Seethi Venkata Sai Gowtham Reddi, Sai Chaitanya P

  379-392

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• Predictive Analytics In Sports For Transgender Lifestyle Enhancement: A Machine Learning Work

  V. Preethi, Dr. P. Vanithamani, Dr. M. Indira

  393-405

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• An Enhanced Secure Framework For Authentication And Post-Quantum Homomorphic Encryption Using A Hybrid ECC Approach For Iot-Based Medical Sensor Data

  Mohammed Ismail, A. Ramesh Babu

  406-417

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• Learning Under Uncertainty in Sparse and Noisy Data Environments

  A. Yasodai, Deepika Sharma, Kapil Mundada, Pramod Rahate, Arivukkodi R, Uma Maheswari G, Dr. M. Sangeetha, Shubhashish Goswami

  418-425

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• Reusable Agentic Infrastructure: A Component Architecture for Scalable Multi-Agent System Deployment in Enterprise Environments

  Kushwanth Chowdary Kandala

  426-434

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• The Impact Of AI-Generated Content Advertising On Social Media On Customer Engagement And Brand Building

  Dr. Priyanka Pawar, Dr. Geetali Tilak, Dr. Altaf Abdullatif Shaikh, Komal Mahavir Gatagat, Dr. Jaya Saxena, Dr. Ambar Beharay, Dr.Farooqui Abdus Saboor

  435-446

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• Artificial Intelligence In Digital Marketing Management: A Comparative Study Of Advertising Platforms

  Dr. Mayank Tripathi, Dr. Kamlesh Arun Meshram, Dr. Sunanda Jindal, Shashwati Shweta, Dr Kunal Patil, Dr. Umesh Patwardhan, Dr Sudesh N S

  447-455

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• A Hybrid Data Mining And Deep Learning Framework For Automated Fake News Detection On Social Media Platforms

  K. Kavin Prabhu, Dr.G. Vijaiprabhu, Subhashree S Sen, Dr.S. Sheeja, Srutakirti Panda, R. Naveenkumar, Pallapati Ravi Kumar, J. Manimekalai

  456-465

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• Continuous Learning In Self-Adaptive IDS Using Boxelder Bug Search Optimization

  Jeyakumar V, Karthik R

  466-479

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• Context-Aware Prediction Models for Dynamic Data Streams

  Dr. Namita Chawla, Dr. Satish Pawar, Dr. Mujtaba Ashraf Qureshi, Veerendra Yadav, Snehal Swapnil Jawahire, Pushpa Nagini Sripada, Ponmurugan Panneerselvam, Rakesh Arya

  480-487

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• AI-Augmented Data Engineering Pipelines: Enhancing Automation, Data Quality And Human Decision-Making

  Sahini Dyapa

  488-496

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• Chainbreaker: A Graph-Based Framework For Flow-Level Persistent Advanced Threat Detection, Attack Chain Reconstruction, And Forensic Investigation

  M.R. Padmapriya, Dr. I. Bremnavas, Vijayakumar Adaikalam, Gopinath. P.G, Nanthini K, J Puspha

  497-513

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• An Intelligent Hesitation-Weighted Fuzzy Framework For Multi-Objective Reliability Optimization

  Sujeeta Kumari, Vinay Kumar, O.P Sheoran, Sanju

  514-523

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• Data Governance Frameworks for Large-Scale Data Processing and Optimization

  Nisha Pandey, Brijesh Vala, Jyoti Shekhawat, Dr. Swarna Swetha Kolaventi, Vinitha M, Hadasha Nobel Tune, Mukesh Rajput, Vishal Ambhore

  524-531

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• Beyond Intent Detection: Multi-Intent Reasoning And Execution In Agentic Observability Systems

  Akila Balasubramanian

  532-539

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• Hierarchical Self-Optimizing AI Models For Efficient Resource Allocation In Cloud Computing Management Applications

  Ranjith Somasundaran Chakkambath, Dr. M. Usha, G. Uma Maheswari, R. Anuradha, Manoj Govindaraj, Dr. Kamlesh Kumar Yadav

  540-547

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• Adaptive Demand Forecasting with Automated Drift Detection for Inventory Optimization in Micro-Fulfillment Networks

  Suryasivaji Killi

  548-555

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• Causal-Driven Machine Learning Approaches For Explainable Decision Making In Medical Diagnosis Support Applications

  Dr. R. Mahalingam, K. Samundeeswari, Manish Nandy, Dr. Shanthi Vairavan, S. Neelima

  556-563

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• Self-Organizing Deep Learning Architectures For Scalable Data Analysis In Environmental Climate Prediction Applications

  Dr.K.R. Sowmya, V. Sivasankari, K. Samundeeswari, Dr.U. Nilabar Nisha, Debarghya Biswas

  564-571

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• Resilient IT Systems: Engineering Approaches for Fault Tolerance and Recovery

  Srinivasa Rao Jalluri, Dr. Sarbeswar Hota, Dr. Kamal Sutaria, Harshini R, Dr. R. Salini, Jaswinder Singh, Dr. R. Rajalakshmi, Jeyanthi P, Rahul Bhatt

  572-580

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• Cognitive Machine Learning Systems For Real-Time Anomaly Detection In Industrial Iot Monitoring Applications

  Dr.M. Vijayakumar, B. Saraswati, P. Jeyanthi, Dr.M. Rameshkumar, S. Neelima, Prerna Dusi

  581-588

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• Cross-Modal Intelligence Framework for Vision-Language Integration in Autonomous Driving Applications

  M. Anitha, Dr.K. Sreedevi, Dr.K.R. Sowmya, Dr.R. Udayakumar, Dr Pennada Siva Satya Prasad

  589-596

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• Data-Driven Systems: Engineering Foundations for Scalable Intelligence

  Shailendra Kumar Sinha, Mr. Yagna B. Adhyaru, Dr. Mohammadi Akheela Khanum, Dr. Varsha Agarwal, Ambika P, Gayathri M, Sachin Sharma, Ganesh Korwar, Tanya Singh

  597-605

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• Bio-Inspired Adaptive Signal Propagation Networks For Enhanced Pattern Recognition In Biomedical Signal Processing Applications

  S. Antonibiya, Dr.B. Harini, S. Suganya, Parmanand Yadav, Dr Pennada Siva Satya Prasad

  606-613

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• Evolving Memory-Based Intelligent Systems For Long-Term Knowledge Retention In Personalized Education Applications

  K. Keerthika, S. Seethaladevi, Dr.S. Anish, DR.R. Udayakumar, Chandramowleeswaran Gnanasekaran

  614-621

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• Transfer Learning In Cross-Domain Data Environments: Methods And Applications

  Kapil Mundada, Nidhi Dua, Vinitha M, Vinay Kumar Sadolalu Boregowda, Poornima Tyagi, Govind Singh Panwar, Deepika Sharma, Suganya S

  622-630

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• Self-Generative Feature Evolution Models For Improved Predictive Accuracy In Financial Fraud Detection Applications

  G. Uma Maheswari, Dr.R. Velanganni, Hadasha Nobel tune, S. Sushma, Dr.A. Mummoorthy, Ashu Nayak

  631-638

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• Multimodal Data Fusion For Enhanced Predictive Modeling In AI Systems

  Gagan Tiwari, Mahesh Kurulekar, Gayathri B, Satish Upadhyay, M. N. Nachappa, Amaal Samir Abd El Hameed, E. Archana, Priyadharshini K, Rohit Goyal

  639-647

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• A Comparative Study Of Statistical And Machine Learning Approaches For Landslide Susceptibility Zonation In A Hilly Region

  Swati Punyal, Dr. Parveen Kumar

  648-667

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• Context-Driven Adaptive Representation Learning For Intelligent Decision-Making In Smart City Traffic Management Applications

  S. Antonibiya, K. Keerthika, Dr.M. Vijayakumar, Dr.Priya Vij, Chandramowleeswaran Gnanasekaran

  668-674

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• Design and Development of a GUI-Based Remote Limb Measurement Platform and COMSOL- Assisted Material Analysis for Affordable Lightweight Transradial Prosthetic Arms

  Shreeshayana R, Dr. Ezhilarasan Ganesan

  675-689

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• Edge Intelligence Systems: Optimizing Latency, Accuracy, and Resource Efficiency

  Seema Verma, Prashant Anerao, Arivukkodi R, Dr. Shashikant Patil, Samundeeswari K, Piyush Pal, Mamatha Vayelapelli, Rahul Bhatt

  690-698

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• HEFT-Guided Elite PSO for Workload Scheduling in Cloud Computing

  Abhishek Bishnoi, Jai Bhagwan, Sanjeev Kumar

  699-710

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• Smart Manufacturing Systems: AI-Driven Optimization of Industrial Processes

  Nisha M. Shrirao, Dr. Prem Nath Suman, Dhajvir Singh Rai, Samundeeswari K, Anitha K, Sonam Singh Bhati, Selva Banu Priya T, Dr. Sachin S. Pund, Priyanka Shashikant Kshirsagar

  711-720

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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

  721-729

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• Enterprise Load Balancer Virtualization: Transforming Application Delivery Infrastructure From Hardware To Software-Defined Platforms

  Uday Kumar Soma

  730-737

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• AI-Driven Intrusion Detection and Mitigation Techniques for Cybersecurity in Cloud Computing

  Smitha GV, Samitha Khaiyum, T Ratha Jeyalakshmi

  738-750

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• Technology Adoption Modeling: Integrating Engineering Constraints And System Dynamics

  Purushottam S. Barve, Vijayshree Khugshal, Akash Kumar Bhagat, Swati Singh, Dharmesh Dhabliya, Monisha J, Jeyanthi P, Dr. Sachin S. Pund

  751-759

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• An Artificial Intelligence-Based Multiscale EEG Signal Decoding Framework For Enhanced Cross-Subject Emotion Recognition

  Indraneel K, Dr Trinath Basu Miriyala

  760-769

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• Intelligent Grid Operations: Integrating Artificial Intelligence Into Advanced Distribution Management Systems For Enhanced Reliability And Predictive Control

  Gopinath Rajamanickam

  770-780

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• Advanced Communication Patterns Analysis Using NLP Techniques for Cyber Criminal Identification in Smartphones

  K. Swetha, Sivaraman K

  781-788

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• Dynamic Workload Release Orchestration In Enterprise Warehouse Operations: A Configurable EWM-WCS Integration Model For Operation Horizon Control

  Bhanu Chander Keerthi

  789-796

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• A Fully Quantum Constraint Satisfying Allocation Method for Multi Resource Cloud Scheduling

  B Sreedhar, P Veeresh

  797-805

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• Radio Frequency Goods Receipt Without Handling Units: A Mobile-Integrated Execution Architecture For SAP Extended Warehouse Management

  Praveen Kumar Yeruva

  806-816

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• Automated Essay Scoring In Educational AI: A Review Of Fairness, Bias, And Generalization

  Pramod Dharmadhikari, Santosh Borde, Navnath Kale, Sonali Rangdale

  817-840

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• Optimizing Reinforcement Learning in High-Uncertainty Environments

  Dr. Sanjay Agal, Rahul Bhatt, Vimal Bibhu, Harshini R, Gayathri M, Dr. K. Suneetha, Dr. Prashant Kalshetti, Kiran Ingale

  841-848

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• Integrating Hybrid Cloud And Ai Strategy: A Capability Maturity Model For Large Enterprises

  Anshul Chetal

  849-872

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• Federated Learning Architectures For Privacy-Preserving Distributed Intelligence

  Savita Prabha, Zafar Ali Khan N, Mamatha G. N, Mukesh Rajput, Shree Jayaram K, Anitha M, Tanya Singh, Pranali Chavan

  873-881

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• Autonomous Self-Refining Neural Systems For Continuous Learning In Real-Time Healthcare Monitoring Applications

  Dr.M. Rajapriya, B. Gayathri, R. Jeevajothi, Dr.R. Udayakumar, E. Pavithra

  882-889

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• Meta-Learning for Rapid Model Adaptation in Dynamic Environments

  Milind Patil, Dr. Megalan Leo L, Dr. Kunal Meher, Shanthi Vairavan, Ambika P, Anjali Bhardwaj, Dhajvir Singh Rai, Dr. Murugan R

  890-897

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• A Quantum-Based Energy-Efficient Clustering In Wireless Sensor Networks Using Grover’s Algorithm

  S Syed Noor, Prof. Geethanjali Nellore

  898-919

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• Technical Debt Analysis In Software Systems: Implications For System Performance And Maintainability

  Brijesh Vala, Jyoti Shekhawat, Dr. Swarna Swetha Kolaventi, Gunjan Bhatnagar, Pushpalatha P, Kanchana K, Leena Deshpande, Alok Kumar

  920-928

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• A Resilient And Integrity-Verified Over-The-Air Software Update Architecture For Software-Defined Vehicles

  Srikanth Puram

  929-936

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• Multi-Level Modeling of Process Variability in Industrial Systems

  Anshul Srivastava, Dr. Surbhi Saraswat, Dr. Smita Meena, Anubhav Bhalla, Dr. Chetansinh R. Vaghela, Sreedevi K, Jeevajothi R, Mukesh Rajput

  937-946

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• Ethical Artificial Intelligence For Educational Management: A Systematic Review Of International Regulatory Frameworks And AI Governance

  Castro Huallpa, Yovana, Almonacid Ordoñez, Lidia Leonor, Calderón Samaniego, Severo Simeón, Castro Cayllahua, Fidel, Berastain Merino, Héctor Hellmuth, Alania Vasquez, Miguel Angel, Ramírez Valladares, Cristhian Ovidio

  947-955

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• Comparative Analysis of Machine Learning Algorithms for DDoS Detection in SDN Topology

  Marwa Alsayed Rshad, Mahmoud Mohammed Alzalabani, El Said Ahmed Marzouk, Haitham Mahmoud Abdelghany

  956-986

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