Vol. 34 No. 4 (2025): JOCAAA

Published: 2025-04-18

Articles

SIMULATION ANALYSIS OF TRAFFIC CONGESTION AT UNSIGNALIZED CIRCULAR ROUNDABOUT USING MICROSCOPIC TRAFFIC FLOW MODEL

Déo KABANGA ,Kennedy Otieno Awuor

1-17
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Machine Learning Adopted Multi-Class Classification of Plant Diseases with Sparse and Categorical IoT Data

Dr. Ayesha Banu, Shivani Soumya Kandakatla, Gaje Harshitha, Bandi Deepak, Yara Anil Kumar

7-21
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Machine Learning Approach for LiDAR-based Tree Species Classification in Forest Ecosystem Mapping

Gudimilla Pallavi, Gurrala Nagini, Katukuri Ranjith Reddy, Kolipaka Tony Babu, Theegala Pramatha, Kondra Chnadrabose

22-29
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Exploring Heart Disease Classification for IoMT with Multivariate Analysis of Statlog Features

Dr. J. Sravanthi, Kanakam Manoj, Manchineella Nikhitha, Katakam Vishnuvardhan, Marapally Shyam Prasad Reddy

30-39
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Explainable Machine Learning in Industrial IoT for Predictive Maintenance of Machine Condition Monitoring

Gudimilla Pallavi, Thota Srishanth, Mohd Raheel Umer, Nerella Vamshi Krishna, Perumandla Uday , Rallabandi Soumith

40-49
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Machine Learning Approaches for Robot Fault Diagnosis in Industrial Settings: An Application of Industry 4.0

Pasupunooti Anusha, Tipparapu Vijender, Palnati Aryan, Ramu Pavan, Tallapelly Nithin

50-60
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Prediction Wine Quality: Exploring Chemical Properties for Machine Learning Modelling and Parameter Fine-Tuning

Animireddy Anusha, Adduri Lavan Kumar, Valaboju Aravind, Polapelly Nithin, Yelle Akshay

61-70
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AI-Driven Fault Detection and Classification in Photovoltaic Systems using High-Frequency Data

Dr. Ayesha Banu, Maduri Gouthami, Pasupuleti Rama Krishna, Ponnala Aravind, Pola Harika

71-83
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Zareena Begum et al 84-98 Reinforcing Web Application Security: A Modified Scheme against SQL Injection Attacks

Zareena Begum, Peddapally Sravani, Mamidi Sai Priya, Poddar Nandini Kumari, Gajjala Rakesh

84-98
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ML-DRIVEN PALM PRINT AUTHENTICATION SYSTEM FOR SECURITY APPLICATIONS

Burgu Maheshwari, Pasupuleti Chandana, Arsham Arjun, Gandloju Ranadheer, Puppala Rishikesh

99-109
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Machine Learning-Based Classification of Shoulder Implant X-Rays for Manufacturer Identification

Sayyed Hasanoddin, Bilavath Shiva, Bashaboyina Sai Gagan, Vugge Pallavi, Macharla Sai Kiran

110-120
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Indoor Localization Data Analytics: Integrating Wi-Fi and Inertial Sensor Data from Smartwatches and Smartphones

Pasupunooti Anusha, Yerukonda Pranathi, Veldandi Pravardhan, Velakanti Anvesh Chary, Padigela Venkata Sai Kumar

121-133
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Enhancing Activity Monitoring in Smart Homes with IoT enabled Sensor Networks using Machine Learning

Sristi Laxmi Lalitha, K. Srujana, B. Harshith, V. Soumith Reddy, B. Akhil

134-142
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Machine Learning for Alarm Forecasting and Anomaly Detection in Industrial IoT Environments

Dr. J. Sravanthi, Kommadi Shreya Reddy, Ragam Kalyani, Devaruppula SaiMahesh, Dharmarapu Rakesh

143-153
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Edge Computing Security: Advanced Feature Selection Adopted Supervised Learning Models for Real-Time Intrusion Detection

Pasupunooti Anusha, Rukulapally Vyshnavi, Deekonda Ramya, Gutla Niharika, Ega srSeja

154-163
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Machine Learning-Based Multi-Class Classification of Human Fitness Activities for Personalized Wellness Solutions

Pochampally Sravanthi, Mahmadh Sanya Mirza, Kommera Srija, Akkapally Dheeraj, Enjapuri Raj Kumar

164-177
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A Comprehensive Study on Machine Learning Approaches for IoT Data Classification

Hima Bindu Paka, Gaddam Nandini, Bodhireddy Shruthi, Damera Sanjay, Gaddala Manideep Babu

178-187
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AI Driven Automated Quality Control for Magnetic Tiles using Defect Classification

Birapaka John Praveen Kumar, Punnam Sriteja, Mula Bharath Simha Reddy, Nagato Vamshi Vardhan, Uppari Sriram

188-197
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Privacy-Preserving Auditability using AI-enabled Blockchain for Healthcare Registry

Dr. K. Rajesh Khanna, Gone Rushmitha, Vontela Chandu, Kandika Dikshitha

198-209
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A CNN-Driven Approach for Injury Type and Severity Detection with Hospital Recommendations for Emergency Response

Dr. M. Swapna, Anumasa Asrith Sai, Martha Madhav, Guguloth Vijay, S. Madhu Kumar

210-221
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AI-Driven Decision Support in Emergency Medical Services for Real-Time Diagnosis and Hospital Coordination

Dr. C. Madan Kumar, Sai Vaishnavi Ravula, Nunavath Jashwendar, Chiliveri Devaraj, Pitta Rohith

222-234
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Revolutionizing Crop Disease Management with Deep Learning Classifiers for Rice Leaf Images

Dr. Swathi Bolugoddu, Arelly Anshu, Chinnapelli Jayanth, Katkuri Laxman, Narige Arun Kumar

284-293
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DEEP CNN MODEL FOR MULTI-CLASS CLASSIFICATION OF SKIN CANCER FROM DERMOSCOPIC IMAGES

P. Vemulamma, Kande Tharun, Kusuma Sunanda, Lavudiya Shirisha

294-308
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Automated Forgery Analysis in Images with Deep Neural Networks

Dr. M. Sukesh, V. Harika, Shaik Anwar Shareef, Vankudothu Abhiram, Pandyala Tharun Kumar

309-323
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Data Behavior Analysis using Intelligent Big Data Analytics

Dr. B. Swathi , Vemana Narasimha Reddy, Sabavath Tharun, Veyegandla Meghana, K. Rakesh Reddy

324-335
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AI-DRIVEN APPROACH FOR SOFTWARE QUALITY PREDICTION TO IMPROVE ESTIMATION ACCURACY

Dr. M. Swapna, E. Rishitha, Vikas Reddy, Yedla Yeshwanth, J. Abhiraj

336-344
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A Streamlined Approach to Credential Validation for Enhancing Hiring Processes Through Blockchain

Dr. P. Shailaja, Rayikanti Pravalika, Panithi Nishanth, Thallapelly Harika, Singarapu Akhil

345-358
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AI‑POWERED DISSOLVED OXYGEN MONITORING AND PREDICTION

K. Shekhar, Ravula Sai Sreeja, Murahari Jaya Krishna, Guvva Nikesh Goud, Guduri Teja Sri

359-372
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DEEP CNN FOR PARKINSON'S DISEASE PREDICTION THROUGH IMAGE AND SPEECH DATA ANALYSIS

K. Ramadevi, Mekala Meghana, Nooneti Poojitha, Abbu Pavankalyan, Challa Ravi Teja

373-382
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IMPROVING IMAGE VISIBILITY IN DARK CONDITIONS WITH DEEP LEARNING

P. Vemulamma, P. Vijayalaxmi, Ambati Sanath Kumar, Gathpa Harikrishna Prasad, Podila Prashanth

383-391
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AI-powered Django Framework for Multi-class Classification of Skin Disease for Enhanced Diagnosis

Dr. N. Satyavathi, Gai Srujana Rani, Pillala Shashikanth, Nausheen Afiya, K. Pranay

392-404
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AI-Driven Django Framework for Multi Crop Disease Classification for Precise Agriculture

Dr. V. Murali Krishna, Baironi Archana, Bejjala Rohith, Bandari Anusha, Kondabathula Ramya

405-414
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AI-Driven Clinical Decision Support Framework for Early Diagnosis of Genetic Diseases In Children

R. Deepika, Challa Sandeep Reddy, Lingampally Anjali, Peddagoni Ravi Teja, Cholleti Dhakshayani

415-427
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Machine Learning-Based Crop Recommendation System for Enhanced Yield Production

K. Shekhar, Gugulothu Sravanthi, Porandla Sadhashiva, Hemanth Moutam, Boragala Divyasri

428-439
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UAV Image-based Automated Road Damage Detection using Deep Learning

B. Sunitha, Veggalam Sai Nagarjuna, Chenna Janaki, Dugyala Likitha, Boddu Prudhviraj

440-452
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DEEP LEARNING MODEL FOR PERFORMANCE IMPROVEMENT IN FUTURE ENABLED AI-CAMERAS

K. Ramadevi, Karampuri Shiva Sai, Nagavelli Akhil, Gaddala Preethi, Bandi Kushal

453-461
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An Optimized Deep Learning Model with Enhanced Padding for Early Detection of Retinal Diseases

Ch. Swapna, Kasa Susmitha, Bandaru Hemaza, Adudodla Thanusri, Akuthota Aravind

462-481
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Predictive Modelling Approach for Sleep Disorder using Sleep Health and Lifestyle Properties

Dr. N. Satyavathi, Kandagatla Karthik, Gummula Sai Vamshi, Bolla Shivasai

482-492
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AI-Driven Advancement for Driver Drowsiness Detection using Behaviour Analysis

B. Sravan, Mohammed Anifa, Ponnam Akshaya Deepika, Konduka Prudhvi Raj, Mohammad Afreen

493-499
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An End-to-End Deep Learning Regressor for Predicting Stress Levels from Physiological Signals

P. Vemulamma, Balla Laxmi Prasanna, Adupa Bharath Chand, Vemula Harsha Vardhan Reddy , M. Rohith

500-509
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Ai Based Muscle Activation Patterns In Daily Grasping Movements From Emg Data

Mr. Salim Amir Ali Jiwani, D. Bhavani, G. Vidhathri, D. PrasannaKumar, G. Ganesh

510-523
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U-Net Model for Dermoscopic Image Segmentation for Enhanced Skin Cancer Diagnosis System

Dr. A. Swetha, K. Deekshitha, I. Vinay, I. Trinath Satish Varma, Kinnera Ramcharan, 10.48047/JOCAAA.34.4.524-537

524-537
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INTEGRATED PEST MANAGEMENT FOR JUTE CULTIVATION: MACHINE LEARNING APPROACHES FOR PEST CLASSIFICATION

Dr. P. Latha, Martha Rajesh, Sadevuda Nithin, Thota Sai Kiran, Puram Karthik

538-551
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REVOLUTIONIZING AIRCRAFT DETECTION IN HIGH RESOLUTION SATELLITE IMAGERY THROUGH DEEP LEARNING TECHNIQUES

Dr. A. Swetha, K. Mani teja, N. Varun, G. Rani, A. Rajesh

552-561
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DEEP LEARNING-BASED VIDEO LIGHT IMAGE ENHANCEMENT FOR IMPROVED VISIBILITY

Dr. B. Sravan Kumar, M. Shiva Sai, Kusuma Sadhana, Rahul, Bhavana, T. Nandhini

562-573
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Transfer Learning Based Prediction Model for Obstructive Sleep Apnea from Facial Depth Maps

Dr. A. Swetha, Syed Junaid, M. Ram Reddy, M. Sandeep, G. Mahesh

574-588
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INTELLIGENT ORGANIC RECYCLABLE OBJECTS CLASSIFICATION SYSTEM USING AI FOR LANDFILL MINIMIZATION

K. Rajashekar, P. Ashwini, L. Thirupathi, P. Sai koushik reddy, Shashank

589-598
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AI-DRIVEN RENAL IMAGE CLASSIFICATION FOR DETECTING KIDNEY ANOMALIES IDENTIFICATION OF CYSTS, STONES, TUMOR AND HEALTHY TISSUE

Salim Amir Ali Jiwani, Bashaboina Shirisha, Akarapu Sowmya, Vutla Anju Reddy, Vaskula Prabhas

599-611
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CLASSIFICATION OF DIABETIC RETINOPATHY DISEASE LEVELS BY EXTRACTING TOPOLOGICAL FEATURES USING GRAPH NEURAL NETWORKS

G. Vijayalaxmi, V. Saakshitha, Ch. Siri chandana, Sruthi, Rajesh

612-622
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Transfer Learning-based Approach for the Detection of Fruit Freshness

Dr. Thanveer Jahan, E. Manikeerthan, K. Sai Teja, Ch. Chandra siddhartha, Gaddala Subhash

623-636
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AI-Driven Crop Infection Detection and Smart Herbicide Recommendation System

Dr. Sravan Kumar, G. Shruthi, K. sushma, K. Ramakrishna, G. Naveen

637-652
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EvaluationofFiscalEffortinDeveloping Countries:TheCaseofMorocco

AbdenourRedouan

653-676
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(n, m) Power-(D, A)-Hyponormal Operators in Semi-Hilbertian Space

Bekai Djilali , Benali Abdelkader , Djilali Laid

677-693
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Evaluating Nigeria's Readiness Against State-Sponsored Cyber Attacks: A Comparative Study of Cybersecurity Policies, Incident Response, and International Cooperation

Abuh Ibrahim Sani, Ibrahim Yakub

694-707
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Fractional Models in Laser Physics: The Role of the Hilfer-Prabhakar Operator and Khalouta Integral Transform

Rachid Belgacem, Ahmed Bokhari, Abderrahmane Kasmi, Dumitru Baleanu

708-721
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Application of artificial intelligence and computer systems in the field of nanotechnology

Prabha Modi , James Patel , Nitesh Baraiya

722-729
NEW DEFINITION OF N_F^α-LAPLACE CONFORMABLE TRANSFORM AND THEIR APPLICATIONS

RACHID BAHLOUL, RACHAD HOUSSAME, THABET ABDELJAWAD

730-746
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Novel doubly periodic and other solutions of the conformable time-fractional (2+1)-dimensional modified KdV-CBS equation

Rachid Cherief, Medjahed Djilali ,Abderrahim Zagane

747-769
- pdf
Evaluation of Fiscal Effort in Developing Countries : The Case of Morocco

Abdenour Redouan, Bijou Mohammed

770-794
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THERMOPHORESIS AND BROWNIAN MOTION EFFECTS ON INCLINED MHD NANO-FLUID FLOW WITH MULTI SLIP CONDITION

Gopal Nanda, Harshad Patel

795-818
- pdf
Recurrent Neural Network based Aquila optimizer on traffic images

Mrs. Rashmi Dharwadkar, Dr. Bahubali. K. Shiragapur, Dr. Neera Kumari, Dr. Maheshwari Biradar

819-841
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SIMULATION ANALYSIS OF TRAFFIC CONGESTION AT UNSIGNALIZED CIRCULAR ROUNDABOUT USING MICROSCOPIC TRAFFIC FLOW MODEL

Déo KABANGA, Kennedy Otieno Awuor

842-857
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Solving Optimal Load Dispatch Problem Using Evolutionary Intelligence with Degree of Violation Approach

Abhishek Reddy Sheri, Ramchandra Reddy Annadi

858-871
- pdf
Stochastic Analysis of COVID-19 Epidemic Model

SalahEddineBessayeh, NaceraHelal, MohamedHelal, AbdelkaderLakmeche, Kamel Yahiaoui

872-895
- pdf
Advancing Data Integration and Interoperability in Insurance Systems: Utilizing Cloud-Native Architectures, Microservices, and Open Standards for Optimized Data Flow

Mohammed Sadhik Shaik

896-912
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GLOBAL SOLUTION AND ASYMPTOTIC BEHAVIOR OF REACTION DIFFUSION SYSTEM WITH NONLINEARITIES OF SIGN NON CONSTANT

MEBARKI MAROUA

913-932
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Deep Learning based Real-Time Animal Detection using MobileNetV2

D.Manikandan, M. Swarna, D. Nivetha , Dharini Kavya

933-939
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Impact of Corner Modification and Cylinder Spacing on Aerothermal Behavior of Heated Square Cylinders

Srikanthshekar K C, Poorna Chandra, Venuprasad K G, Vikram C.K, Avinash M, Narendra babu B R

944-963
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Comparative study and analysis of Vertical Mass irregularities of RCC building with zone 3 and zone 5

Vinod Kumar Prajapati, R. K. Grover

964-979
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Groups with Nilpotent Factor-group by (polycyclic-by-Černikov )

Azra Souad a and Bouchelaghem Mounia

980-984
- PDF
The Study of the Existence and Uniqueness of Solutions to the Separated Fractional Boundary Value Problem Using the Banach Fixed Point Theorem

DJEBAILI Manel

985-992
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A SYSTEMATIC APPROACH TO EXACT SOLUTIONS OF NONLINEAR WAVE EQUATIONS VIA THE EXTENDED FAN SUB-EQUATION METHOD

FIROUZ BELEMECHRI AND ABDELOUAHAB KADEM

993-1009
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DUAL AXIS SOLAR TRACKING SYSTEM WITH WEATHER SENSOR

H Venkatesh ,Boya Anil Kumar,Kadapa Naveen kumar

1010-1016
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Comparative Analysis of Zero-Shot Learning Techniques for Fake Image Detection: A Results-Oriented Review Analysis.

Roshani Parate and Dr.Kirti Jain

1017-1023
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