Vol. 6 No. 4s (2026): IJAIML_VOL.6_NO.4s 2026

Articles

• Development Of An AI – Assisted Hysteresis Current Controlled 3-Level Diode Clamped Multilevel Inverter For Three Phase Bidirectional G2V/V2G EV DC Fast Charging Architecture

  Ramji Vithhalbhai Kanani, Dr.Piyush R. Patel

  1-16

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• Forecasting Enrolment Using Exponential Smoothing Method With Particle Swarm Optimization

  Rolly L. Ortiz, Ph.D, Riz Rupert L. Ortiz, Ph.D.

  17-25

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• Forecasting Market Crashes Using Gans And LSTM In Financial Management

  Dr. Makineedi Raja Babu, R. Jeevajothi, V. Thirumanithangam, Ashok Bhansali, Chiranjeevi Aggala, K. Balakrishnan

  26-39

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• Enhancing Customer Relationship Management With Hybrid Deep Learning And Natural Language Processing

  Dr.M. Durgarani, Pushpa Nagini Sripada, Dr.R. Balamurugan, Sandeep Kumar Rathore, Dr.S. Ananth, Anuradha Das

  40-49

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• Optimizing Business Processes In Large-Scale Enterprises Using Q-Learning Reinforcement Algorithm

  Dr. M. Sreenivasa Reddy, S. Seethaladevi, Dr N. Mathimagal, Neeraj Gupta, Subrahmanyeswara Rao Seetamraju Venkata Bala, R. Mekala

  50-58

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• AI-Driven Strategic Decision-Making For Business Expansion Using Naive Bayes Classifier

  Gourav Bathla, S. Antonibiya, R. Monishajothi, Mr. Chandra Prakash Singh, Dr.A. Neela Madheswari, B. Aruna

  59-68

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• Optimizing Inventory Management In Retail With Hybrid Genetic Algorithms And LSTM

  Sivasankari V, Dr. S. Rama Sree, Dr V. Mangaiyarkarasi, Hitendra Garg, Ashok Kumar Bandla, S. Vinodh

  69-79

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• Cognitive Self-Service Analytics: Intelligent Architecture For AI-Augmented Decision Intelligence In Enterprise Environments

  Rajiv Ranjan Singh

  80-90

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• Algorithmic Decision-Making In Healthcare Systems: Equity, Transparency, And Policy Implications

  Bharat Kumar Reddy Karumuri

  91-98

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• Improving Financial Forecasting With Hybrid ARIMA And LSTM Models

  Pooja Pathak, Dr. N.S. Balanimoshini Supraja, Mr. Anish Kumar A, Dr.R. Ahila, Dr.N. Viswanathan, Vineetha

  99-106

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• AI-Driven Language Assistance For Elderly Healthcare Communication: Advancing Personalization, Accessibility, And Clinical Outcomes Through Intelligent Natural Language Processing

  Raphael Shobi Andhikad Thomas

  107-113

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• Developing A Hybrid Deep Neural Network For Business Performance Optimization

  Gayathri B, Dr. Makineedi Raja Babu, Dr V. Mangaiyarkarasi, Manish Kumar, Jagan Mohan Rao Saride, R. Bharathi

  114-123

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• Business Process Optimization Using Genetic Algorithm And Decision Trees

  Rachit Mittal, Dr Nanthini, Shanthi R, R. Subathira, Raghavaiah Bonam, P. Jayapriya

  124-133

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• Enhancing Marketing Strategies Using Collaborative Filtering And Machine Learning Models

  Ashish Sharma1 Sharma, Dr. Anitha G H, Dr. Saravanan Manoharan, Dr.G. Visalaxi, P V Kishore Kumar, Dr. K.P.Srinivasa Perumal

  134-143

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• Effective Software Metrics Prediction For Bug Detection Using Machine Learning

  Sushma Saini, Jai Bhagwan, Seema Rani, Sanjeev Kumar

  144-159

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• Ranking-Based performance Analysis of Hierarchical Computing Network under Task Impatience

  Sachin R. Gurnule, P. Pranay, V.N. Rama Devi, Mallika Dhingra

  160-180

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• Automating Business Decision Making With Cognitive AI And Neural Networks

  Dr.D. Hemalatha, Devendra Kumar, Dr. Indu Purushothaman, Dr.N. Mathimagal, N.V.D.P. Murthy, K. Thangadurai

  181-191

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• Real-Time Risk Assessment In Business Operations Using Bayesian Networks

  Mayank Srivastava, Dr.R. Sankar Ganesh, S. Pugazhendhi, Dr.T.S. Suganya, Ranga Jarabala, Dr.M. Suganthi

  192-200

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• Artificial Intelligence-Driven Integrated Business Planning For Production Optimization In Healthcare Manufacturing Supply Chains

  Madhav Jayeshkumar Pandya

  201-215

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• Real-Time Sales Forecasting Using Prophet and Gradient Boosting Models

  Rohit Agarwal, Athira K, Dr. M. Sreenivasa Reddy, Mr. R. Vignesh, Dr.C. Dhavamani, G. Prabhu

  216-225

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• Intelligent Lakehouse Architectures For Real-Time Enterprise Decision Systems

  Ananda Kumar Dey

  226-236

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• Ai-Augmented Clinical Handoff Systems: Integrating Large Language Models With Electronic Health Records For Safer Care Transitions

  Thiyagarajan Palaniyappan

  237-245

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• Bridging Neural Perception And Symbolic Reasoning For Intelligent Industrial Process

  N. Nivetha, M. Gayathri, Najmitdinov Akhadkhon Khamitdkhanovich, Dr. Lalit Sachdeva

  246-252

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• AI-Enabled Customer Retention Strategies Using K-Nearest Neighbors (KNN) And SVM

  V. Dhanalakshmi, Shreesh Kumar Shrivastava, Dr.G. Sanjiv Rao, B. Kavithamani, Dr.S. Nirmala, Divya

  253-263

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• Optimizing Logistics And Distribution Networks Using Ant Colony Optimization (ACO)

  S. Joshua, Sweta, Dr. Sowjanya Bagadi, Dr.G.B. Santhi, Prasanth Kumar Jujjarapu, Dr.S. Paramathmeka

  264-272

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• A Real-Time Augmented Reality System For 3D Reconstruction

  Kshitija Sakhare, Shitalkumar Jain, Santosh Warpe

  273-282

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• Predicting Customer Lifetime Value Using Support Vector Machines (SVM) In Business

  G. Saritha, Chandramowleeswaran Gnanasekaran, Dr. Suresh Arumugam, Sunil Kumar, Kusuma Sundara Kumar, M. Chitra

  284-294

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• From Fractals to Efficient Net: A Hybrid Interpretable Model Outperforming CNN Baselines in Brain Tumor MRI Analysis

  Supriya Lenka, Sateesh Kumar Pradhan, Priyabrata Sahu

  295-313

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• Improving Organizational Efficiency With Hybrid Neural Networks And Optimization Models

  Diwakar Agarwal, K. Babu, Dr. Ponmurugan Panneerselvam, N.S. Senthur, Dr.B. Kalaiselvi, S.K. Basheera

  314-328

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• DAHONRX: Plant Leaf Disease Identification And Detection Using Efficientnetb4 Architecture

  Roger S. Mission

  329-336

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• Leveraging Data Mining Techniques For Strategic Business Intelligence In Retail

  Dr.N. Muninathan, Himanshu Sharma, B. Bharath Bhushan, Dr.P.B. Edwin Prabhakar, Dr.A. Rajamurugan, V. Soundarya

  337-348

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• Modelling Of Multi-Node Computer Networks With Task Abandonment And Transient Congestion Analysis

  Sachin R. Gurnule, V.N. Rama Devi, P. Pranay, K. Kalyani, P. Varaprasada Rao, Dr Uttam Mande

  349-366

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• AI-Driven Financial Planning Using Bayesian Optimization AND Deep Learning

  Subhash Chand Agrawal, Dr.K. Kiruthikadevi, Dr.K. Jothi, M. Vinitha, Dr.D. Chitra, A. Durga Madhavi

  367-380

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• Adaptive Diffusion-Based Generative Algorithm For Synthetic Business Scenario Simulation And Strategic Planning

  Dr. S. Gomathi, Ashu Nayak, Nabiev Bosit Sobirovich, Marguba Khudayberganova, Oybek Yunusov, Shakhboz Meylikulov

  381-391

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• Sustainability-Driven Neural Network Compression For Efficient Large-Scale Model Serving

  Dr. Ponmurugan Panneerselvam, N. Nivetha, Dr. Utkarsh Anand, Sardorbek Isroilov

  392-399

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• An Energy-Efficient Distributed Artificial Intelligence Architecture For Real-Time Healthcare Monitoring In Edge Computing Environments

  Dr. Shikhar Verma, Dr. B Lakshmi Priyanka, Dr. Komal Patel, Bipin Sule, Rajashri CK, Mohit Aggarwal, Samundeeswari K, Sivasankari V

  400-411

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• Automated Fraud Detection In Financial Services Using Hybrid Autoencoders And LSTM

  Rajesh Kumar Tripathi, P. Parveen, K. Kanchana, Dr.K.G. Chikkegowda, Srilatha Gundapaneni, Dr.J. Dinesh kumar

  412-425

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• Unified Neuro Symbolic Reasoning Algorithms Integrating First Order Logic With Transformers

  E. Shalini, K. Kanchana, Dr. Shinki Katyayani Pandey, Azizov Azizbek Sabitkhanovich

  426-430

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• Enhancing Risk Management In E-Commerce Using Deep Reinforcement Learning And Markov Chains

  Dr.M. Nagalakshmi, Rahul Pradhan, Manoj Govindaraj, M. Gayathri, Dr.M. Kannan, K. Lavanya

  431-441

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• Automating Foundation Model Adaptation Through Gradient-Based Meta-Optimization Strategies

  M. Vinitha, V. Sivasankari, Ibragimov Ulmas Rakhmanovich, Dr. Jitesh Mahant

  442-446

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• Reducing The Carbon Footprint Of Federated Learning Through Intelligent Client Selection

  Dr.R. Arivukkodi, Dr. Ambika P, Ortikov Elyor Abdumajidovich, Rakshak Bharti

  447-451

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• Symbolic Regression Algorithms For Discovering Mathematical Laws In Noisy Experimental

  Shanthi R, Saraswati B, Makhkamova Husnida Ruziboevna, Dr.Shyam Maurya, Voruganti Naresh Kumar

  452-457

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• Decentralized Asynchronous Gradient Sharing For Bandwidth-Efficient Collaborative Model Training

  Vinitha M, Antonibiya S, Sayfiddinova Muniskhon Fakhriddin Kizi, Dr. Kanchan Thakur

  458-462

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• Concept Bottleneck Optimization Algorithms For High Fidelity Medical Image Interpretation

  Dr.U. Premkumar, Dr.B.H. Parameshwar Keerthi, Dr. Parvindar Kaur Chhabda, Dr. Chikati Madhava Rao, Abdullayeva Shakhnoza Anvarovna

  463-469

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• Counterfactual Reasoning Algorithms For Bias Mitigation In Automated Recruitment Systems

  Harshini R, Malarvizhi S, Bakhriddinov Makhamadali Madaminjon Ugli, Dr.Arvind Kumar Saxena, Voruganti Naresh Kumar

  470-475

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• Co-Designing Neural Architectures And Hardware Accelerators For Maximum Inference Efficiency

  Harshini. R, Hadasha Nobel Tune, Dawakit Lepcha, Otamirzaev Muzaffar Bakhodir ugli

  476-480

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• Advancing Neuromorphic Computing Through Temporally Coded Spiking Neural Network Learning

  E. Shalini, K. Athira, Dr. Ankita Nihlani, Makhmudov Nurilla Normirza Ugli

  481-485

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• Scalable Sparse Model Training Via Computationally Frugal Gradient Approximation Techniques

  B. Saraswati, K. Kanchana, Mahmudov Kahramon Shuhratjon Ugli, Dr. Nishtha Sharma

  486-491

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• Algorithmic Decision Systems: Design, Transparency, And Accountability In AI Models

  Ashutosh Roy, M. Jayaseely, Zuleika Homavazir, M. N. Vimal Kumar, Seethaladevi S, Saraswati B

  492-499

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• Gradient Checkpointing And Recomputation Strategies For Deep Learning On Memory-Limited Devices

  V. Sivasankari, B. Gayathri, Dr. Lincy Roy, Yuldasheva Maftuna Mamurjon kizi

  500-504

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• Inference-Time Energy Minimization Through Learnable Numerical Precision In Activation Computation

  N. Nivetha, R. Manjula, Sayfiddinova Muniskhon Fakhriddin kizi, Dr. Abhishek Sharma

  505-509

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• Robust Anomaly Detection In Large-Scale Streaming Data Systems Using Deep Learning

  Haripriya V, Ankita Gandhi, Aranganathan A, Saraswati B, Jeevajothi R, S. Balaji

  510-518

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• IT Governance In Complex Systems: A Computational Framework For System Control And Reliability

  Satya Ranjan Das, Gnanakumar Ganesan, Alok Singh Sengar, Ponmurugan Panneerselvam, Anuradha R, J. Sabitha

  519-526

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• Trust-Aware Models For Machine-Mediated Human–AI Interactions

  Ganesh Pathak, Rajashri CK, Malarvizhi S, Gaoudam Nadarajane, Raman Verma, Jennifer D

  527-534

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• Modeling Algorithmic Influence On User Behavior In Digital Environments

  Anitha M, Nivetha N, Vikram V. Patel, Sanjay Bhatnagar, Nilesh Anute, Shailesh Tripathi

  535-543

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• Differentiable Logic Rule Induction Algorithms For Interpretable Time Series Forecasting

  C.K. Rajashri, R. Sathya arthi, Dadajon Dadabayev Rustamovich, Mariyam Ahmed

  544-548

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• Revolutionizing And Optimization Of Industrial Safety With A Deep Learning Framework For Predictive Risk Assessment And Mitigation

  Dr. N. Indumathi, Dr.K. Ramkumar, Dr. Tan Kuan Tak, Dr.R.S. Shanmugasundaram

  549-570

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• Artificial Intelligence And Quantum Computing Approaches For Optimizing Healthcare Resource Allocation And Emergency Response Systems

  Damodaran B, Sathyaarthi R, Mr V Venkata Ramesh Reddy, Dr. Binita Nanda, Snehal Swapnil Jawahire, Tanya Singh, Dr. Bavanilatha M, Apurva Sharma

  571-582

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• An Interpretable Hybrid Deep–Swarm–Capsule Learning Framework For Robust Endometriosis Detection From Ultrasound Imaging

  J. Josphin Mary, V. Shanthi

  583-607

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• A Secure Federated Cyber Security Model Using Distributed Artificial Intelligence For Healthcare Cloud And Iot Applications

  JalpaJadeja, Dr. Shwetha A, Prof. Dr. Shobhna Jeet, Dr. Akshaya Kumar Verma, Puneet Kumar Yadav, Sandip Shriniwas Kulkarni, Dr. V. Ramesh Kumar, Gayathri B

  608-618

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• Causal Discovery Algorithms for Extracting Latent Structural Relationships in Deep Models

  P. Pushpalatha, R. Anuradha, Dr. Jainish Roy, Dr.T.M. Saravana, Dr. Rajesh Sehgal

  619-625

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• Explainable Photorealistic Image Synthesis Using Diffusion Model With Multi-Scale Feature Fusion

  Sonal Fatangare, Premanand Ghadekar

  626-634

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• Semantic Consistency Enforcement Algorithms For Knowledge Graph Augmented Learning

  V. Dhanalakshmi, R. Shanthi, Ismoilov Ravshanjon Yakubjon ugli, Dr. Puneet Sharma, Dr. Sandeep Soni

  635-641

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• Self-Explaining Neural Architecture Algorithms Via Integrated Gradient Attribution

  Dr.R. Arivukkodi, Nuthanakanti Bhaskar, Mohmad Ahmed Ali, M. Anitha, Yusufjanov Ulugbek Javlon Ugli, Dr. Rajvir Saini

  642-649

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• Self-Supervised Representation Learning in Sparse Data Regimes

  Syed Rashid Anwar, Josephine R, Santosh Kumar Behera, Vinay Kumar Sadolalu Boregowda, Pushpa Nagini Sripada, Sivasankari V

  650-658

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• Logical Constraint Regularization Algorithms For Physics-Informed Deep Learning

  P. Sagayaraj, R. Harshini, Dr. Ravinder Sharma, Iplina Antonina Aleksandrovna, Dr Chikati Madhava Rao

  659-664

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• Adaptive Numerical Precision Control For Energy-Minimal Inference On Constrained Edge Platforms

  S. Seethaladevi, S. Malarvizhi , Dr. Deepti Patnaik, Mansurov Isroiljon Gofur ugli

  665-669

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• Predicting Organizational Performance Using Hybrid Models Of Pca And Neural Networks

  Dr. Brintha Rajakumari S, Shelesh Krishna Saraswat, Dr. V. Malsoru, Pushpalatha P, Dr. P. Ramya, Baluvuri Sudhakara Rao

  670-682

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• Automating Business Intelligence Insights Using Deep Learning and NLP Algorithms

  Dr. R. Balamurugan, Asheesh Tiwari, K Pandi Meena, Uma Maheswari G, Dr. S. Krishnan, Kanaka Lakshmi Krosuru

  683-694

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• Lightweight Deep Learning Approaches For Internal Mango Defect Detection Using Image Segmentation

  Chandrakant Bhange, Dr. Shobha Nikam

  695-714

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• AI-Powered Business Process Management: A Model For Organizational Transformation Using Reinforcement Learning

  G. Swarnalakshmi, Nitish Bhardwaj, Manoj Govindaraj, Monisha J, Suresh Jajula, Dr. G. Jayanthi

  715-729

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• Neuro Symbolic Planning Algorithms For Complex Industrial Automation Sequences

  Dr.T. Saravanan, Dr. Shanthi Vairavan, G.V. Reshma, Aasheesh Shukla, Sarada Busi, Dr.T. Kiruthika

  730-735

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• Natural Language Processing-Driven Sentiment And Mental Health Analysis Using Social Media Healthcare Data

  Dr. Mira Das, Dr.Indumathi S M, Shree Jayaram K, Namrata Somnath Bajare, Tanveer Ahmad Wani, Parul Maurya, Mr. Gopalakrishnan N, Priyadharshini K

  736-748

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• Energy Aware Neural Pruning Algorithms For Sustainable Large Scale Model Deployment

  Dr K Gopalakrishnan, Dr. K. Suvarnalakshmi, S. Malarvizhi, Kushagra Kulshreshtha, K.S.S. Joseph Sastry, Dr. K. V. Panduranga Rao

  749-755

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• Spiking Neural Network Learning Algorithms For Neuromorphic Hardware Efficiency

  Ashish Sharma, Saraswati B, Dr. S. Subburam, Dr. V. Malsoru, Dr. V. Senthil Kumaran, Sudhakar Polasi

  756-763

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• Sub Linear Gradient Estimation Algorithms For Training Massive Scale Sparse Models

  V. Sujitha, Dr. T.V. Ambuli, Dr. Baskaran Kuppusamy, Utkal Khandelwal, Dr.K. Vidhya, Ganesa Murthy A

  764-771

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• Hybrid Model For Multi-Feature SMS And URL Safety Classification Using Machine Learning

  M.P. Sudha, Dr.M. Ramesh Kumar

  772-778

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• Enhancing Consumer Behavior Analysis In Retail Using Hybrid Deep Learning Models

  G. Saritha, Yogesh Kumar, Bagam Laxmaiah, Rajashri CK, Dr.S. Sumathi, P. Kalyani Swapna

  779-791

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• Explainable Machine Learning Techniques For Predictive Analysis Of Chronic Diseases Using Electronic Health Records

  Yogesh Dinkar Jadhav, Pushpa Nagini Sripada, Dr.Jagdish Gohil, Snehal Swapnil Jawahire, Vimal Bibhu, Dr.Ravikant kushwaha, Dr. Samir Sahu, Ambika P

  792-806

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• Optimizing Smart Business Operations Using Deep Q-Networks (DQN) and IoT Data

  Dr.K. Vinoth, Dr.S. Hemalatha, Praveen Mittal, K. Keerthika, Subramanya Sarma Saraswathula, R. Sathishkumar

  807-819

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• Financial Forecasting in Volatile Markets Using Hybrid LSTM and Genetic Algorithms

  Dr.M. Jasmin, Dr. Alagu Pandian Veluchamy, Gunjan Sharma, M. Anitha, Shaik Bazani, R. Kalaivani

  820-830

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• A Cyber Security Threat Intelligence Framework Using Artificial Intelligence And NLP For Advanced Malware Detection

  Bipin Sule, Tanya Singh, Premkumar U, Ram Shankar, Dr. Ravikant kushwaha, Dr. Jasmita Satapathy, Dr. Jagdish Gohil, Uma Maheswari G

  831-840

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• Business Decision Support Systems Based On Deep Learning And Cognitive Computing

  Juginder Pal Singh, Dr.HN. Naveen, Dr. Niyati Kumari Behera, B. Damodaran, Dr.G. Nagalalli, K. Pravallika

  841-852

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• Predicting Supply Chain Risks Using Support Vector Regression (SVR) And K-Means

  Dr.A. Buckshumiyan, Satendra Kumar Yadav, Bagam Laxmaiah, Dr.K. Shree Jayaram, Dr.R. Uthirasamy, P. Geetha

  853-864

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• Quantum Neural Network-Based Healthcare Analytics For Early Detection Of Cardiovascular And Neurological Disorders

  Mahendran Arumugam, Tanveer Ahmad Wani, Pawan Wawage, Pankaj Kumar, Mr. Bhavan Kumar M, Mr. Sreyansu Satya Prakash, Dr. R Thyagarajan, Keerthika K

  865-877

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• Financial Market Prediction With Hybrid CNN-LSTM Models In Business Management

  K. Karthick, Nikhil Govil, Chandramowleeswaran Gnanasekaran, S. Suganya, Dr.P. Umasankar, P. Valli Rani

  878-889

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• Distributed Deep Learning Framework For Secure Medical Image Processing And Diagnostic Prediction In Smart Hospitals

  Vinitha M, Mahendran Arumugam, Sathish Kaniganahalli Ramareddy, Vimal Bibhu, Dr. S Usha Nandhini, Snigdha Singh, Mr. Santhosh M B, Dr. Aditya Kishore Dash

  890-902

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