Vol. 4 No. 01 (2026): IRJAEH Vol.04 Issue 01- [JANUARY 2026]

Research Articles

• AGROCRAFT: An Integrated Ml-Driven Crop Recommendation and E-Commerce Framework for Smart Agriculture

  Kumar V L, Hithesh Gowda K P, Nithin Raj D, Chandrashekhar, Mrs. Tasmiya Anjum H N (Author)

  01-09

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• Online E-Health Monitoring and Drug Overdose Prediction Using Machine Learning

  Kiran G R, Mrs.Divya H T, DeviCharan Reddy R, Karan P Gowda, Mourya J (Author)

  10 - 17

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• Blood Group Prediction Using Fingerprint Through Deep Learning

  Mrs. Tasmiya Anjum H N, Pragna B, Hitasmi G R, Jeevan N, Ayan Khan (Author)

  18- 26

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• Smart Irrigation System for Precision Farming Using IoT, TinyML, Hybrid GSM and WiFi and Chatbot

  Austy B Evangeline, Alen M Alex, R S Saran, Sharfin J (Author)

  27- 31

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• Bridging Communication Gaps: A CNN-RNN Powered System for Real-Time Indian Sign Language Recognition and Full Sentence Translation

  Spandana N M, Mrs.Sindhu Jain A M, Preethu P S, Harsha S B, Jayanth N (Author)

  32- 39

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• Automatic Attendance Recorder Using Facial Recognition

  Bhoomika L B, Pratham M Jain, Rakshitha K S, Karthik M L, Sushma M V (Author)

  40- 46

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• A Transformer-Based Semantic Verification Model for Detecting Online Misinformation

  Mrs. Deepthi C G, Ruchitha M, Chandana B S, Jamuna K S, Thanushree D S (Author)

  47- 52

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• Artificial Intelligence in Psychiatry: ML and DL Models for Schizophrenia (SCZ) Detection Using EEG Signals

  Sindhu Jain A M, Dr.Arjun B C (Author)

  53 - 62

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• A Forensic Timeline Reconstruction and Timestamp Manipulation Detection Tool for File Systems in an Infected Environment

  Rajalakshmi A, Sounder Raj M, Koushika Ram G, Sudhanfrancis M, Arul N V, Lohesh R S (Author)

  63 - 71

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• Evolutionary Ablation: Quantifying Architectural Progress in Rice Disease Diagnosis across Machine Learning, Deep Learning, Computer Vision and Multimodal Explainable AI

  J. Arockia Jackuline Joni, Dr. M. Mary Shanthi Rani (Author)

  72 - 79

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• A Comprehensive Review on Advances in Large Language Models for Topic Modeling

  P. Haritha, P. Shanmugavadivu (Author)

  80 - 88

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• A Lightweight Hybrid Encryption and Blockchain-Inspired Secure Storage Model for IOMT Data

  Ms. S. Mary Helan Felista, Dr. M. Ganaga Durga (Author)

  89 - 99

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• Yolo-Based Biometric Systems for Online Banking and Mobile Authentication: Implementation, Evaluation, Ablation Study and Comparison with Zoloz

  S. Selvarani, Dr. M. Mary Shanthi Rani (Author)

  100 - 110

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• Wav2Vec-based Audio Data Augmentation for Low-Resource Speech Recognition

  P. Haritha, P. Shanmugavadivu (Author)

  111 - 117

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• Autism Monitoring System Using IOT and Machine Learning

  Prajwala R, Lavanya B S, Prakruthi M, Kiran Kumar R, Santhosh B (Author)

  118-125

• Voice Morphing Detection System

  Angel Donny F, Jeevan, Karthik Gowda V A, Lokesha H, Jayanth N (Author)

  126-130

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• E-Commerce Hardware Website

  Amrutha G, Priyanka K R, Arjun A, Kushal Raj P, Manoj K S (Author)

  131-134

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• Smart QR: Intelligent QR-Based Attendance Management System

  Amareshwari Patil, Allamprabhu Konek, Aryabal Kamble, Bhavan Patil4 (Author)

  135-140

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• Social Network for Educational Institutions

  Priyadarshini C. Patil, Abdullah Mohammed Aejaz, Rayyan Ali, Abdullah Siddiqui (Author)

  141-147

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• Life saver Drone: AI-Based Search and Rescue with Real-Time Alerts

  Aditya Raj, Arushi Rawat, Atul Verma, Md. Ashraf Kalam, Sultan Ahmad (Author)

  148-152

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• Leveraging DistilBERT-Multilingual for Robust and Efficient AI-Based Fake News Detection

  Arpita Kulkarni, Vaishnavi Pawade, Shilpa Mangshetty (Author)

  153-158

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• Hand Gesture Based Video Playback and Volume Adjustment System Using Computer Vision

  Pallavi Patil, Prakruti Sakpal, Pratiksha Zilli, Preet Mehta (Author)

  159-162

• Machine Learning Based Datasets Collection and Preprocessing of Deepfake Video

  Prof. Vikram Singh, Naresh Kumar (Author)

  163-175

• A study of the Intelligent Hybrid Image Processing Model Development for Breast Cancer Detection using AI-ML

  K.N. Pavithra, Dr. P.R. Rajesh Kumar, Dr. T.C. Manjunath (Author)

  176-182

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• Formulation of Algorithms for Intelligent Hybrid Image Processing Model for Breast Cancer Detection Using Machine Learning Techniques

  K.N. Pavithra, Dr. P.R. Rajesh Kumar, Dr. T.C. Manjunath (Author)

  183-190

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• Intelligent Path Generation for Robotic Navigation in Mechanical Based Manufacturing Systems Using AI-Driven Weighted Shortest Path Algorithms For Full-Fledged Automation

  Dr. Shivappa H.A, Dr. Preethi K (Author)

  191-197

• Acadbot: AI-Driven Automation of Academic Services

  Nandhitha B R, Ayesha Siddiqah Khanam, Bharath Moger, Bhavana G M, Keerthana M D (Author)

  198-205

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• Automated Medicinal Plant Identification Using Deep Convolutional Neural Networks

  Shobha Chandra K1, Shruthi N M, Vishwajith G Bhat, Fathima Zahara, Veditha B S (Author)

  206-212

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• Shesecure: An RF and GPS Based Distress Response Framework Using Smart Poles

  Madhuri J Siddharapu, Gananjay M Jadhav, Bhumi R Oswal, Sneha S Rokade (Author)

  213-217

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• Natural Language Query Systems: Transforming User Queries into Optimized SQL Commands Using LLMs

  A Nirmala Devi D (Author)

  218-222

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• Personalized Recipe and Meal Planning System Using Cosine Similarity and KNN – Based Similarity Ranking

  George Salvio, C. Vishnu Mohan (Author)

  223-234

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• Autonomous River Clean Up

  Girijalakshmi, Lakshmi Devi D, Hajira Shahnaz A, Akash M, Jeevitha S, Deeraj PJ (Author)

  235- 242

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• Adaptive Traffic Control With Emergency Vehicle Prioritization

  Nithyashree R, Manoj H K, Huzaif Ahmed, Mohammed Haris, anohar M (Author)

  243- 248

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• A Review on an Intelligent Controller for an EV Propulsion System Using Different Optimization Techniques

  Pothuraju Indu Sree, Dr. M. Ramasekhar Reddy (Author)

  249- 260

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• CFD Analysis of NACA 2412 Airfoil With Winglets at Varying Cant Angles: A Comparative Study on Aerodynamic Performance

  Sathya Naryanan N, Gooty Rohan, Chikateri Sushmitha (Author)

  261- 263

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• Generative AI & ML based Stock Market Prediction

  Aditya ML, Deepthi C G, Abhishek H C, Ayush S L, Pavan (Author)

  264-269

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• A Comprehensive Machine Learning-Based Predictive Platform for Early Detection and Analysis of Infertility in Both Male and Female Using Ensemble Learning Techniques

  Jeevitha C S, Sampada S Kapse, Ankita, Firdos Begum, Lakshmi Durga (Author)

  270-275

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• Hybrid Deep Learning Model for Crop Yield Prediction Using CNN and Random Forest

  Sujay Malipatil, Sharanu Varnal, Shrimanthreddy, Dr. Amareshwari Patil (Author)

  276-279

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• Hybrid Market Trend Predictor With Event Alerts, Sentiment Visualization And Portfolio Recommendation

  Revathi.R, Nandhitha.M, Rithika sri.Y, S.Malathi (Author)

  280-290

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• Secure Electronic Health Records for Personalized Patient Care

  Sushil Kumar, Prof. Suchitra Saravanan, Pradeep H, Vidyashree K R, Srushti G S (Author)

  291-297

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• Transformer-Based Hate Speech Detection in Online Content

  P B Jishnu, C Vishnu Mohan (Author)

  298-305

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• Crop Stress Detection Using AI

  Mrs. Chandana H M, Y Tejas, Sharanabasappa, Shreyas S, Venugopal Gowda (Author)

  306-311

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• Dynamic Energy Management and Low THD Operation of a 19-Level Cascaded H-Bridge Multilevel Inverter

  Anusha Rathi, Dr. C.S. Rajeshwari, Dr. Anjali Potnis, Dr. Anurag S.D. Rai (Author)

  312-321

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• A Conceptual Framework for Safety and Decision Justification in Autonomous Vehicles Using Explainable AI

  P. Ramanjaneya Prasad, B. Durga Neelima, Shweta, A. Swapna (Author)

  322-326

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• Fruit Quality and Disease Detection Using Deep Learning

  Dr. Pooja Aspalli, Deepali Potadar, Nikita, Parvati Girish (Author)

  327-337

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• AI Agent with Browser Automation

  Abdul Mateen, Priyanka K R, Priyanka K R, Chethana BM, Leela C, Sujith Kumar S (Author)

  338-343

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• Design and Implementation of Forest Fire Detection Using Ai, Camera, and Alarm System.

  Dr.J. Kirbakaran, R. Dinesh kumar, P M Elangkumaran, B Kavinkumar (Author)

  344-348

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• Lung Sound Classification for Respiratory Disease

  Arpitha H M, Muralitharan G, Deepika K S, Lavanya J (Author)

  349-354

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• Design and Implementation of AI-Based Early Detection of Zoonotic Diseases from Animal Skin

  K Srinivasan, R Sanjai, R Prasanth, S Iyyanar (Author)

  355-360

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• Enhancing Spectral Efficiency in Cell-Free Massive MIMO Systems Using K-Means++ Clustering and AP-UE Association

  Mrs. Soumya Prasad, Dr. Nagamani K, H Leyasri, Harshitha D Pai, Juhi Kothari, Lakshmi Lavanya N (Author)

  361-367

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• An Efficient Artificial Intelligence Framework for Phishing Threat Detection in Online Platforms

  Dr. E. Punarselvam, Subhashini E, Saranya S, Paranjothi M S, Soundarya K (Author)

  368-377

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