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

Published: 2026-01-06

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
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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
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Machine Learning Based Datasets Collection and Preprocessing of Deepfake Video

Prof. Vikram Singh, Naresh Kumar (Author)

163-175
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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
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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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