Publications

International Journals (Scopus / WoS / IEEE Indexed)

1

Abnormal Behavior Detection and Classification Using Deep Learning Combined Intelligent System

Aparna Gullapelly

International Journal of System Assurance Engineering and Management2025Scopus/WoSView Paper
2

Automatic and Efficient Sound-Based Early Fault Detection for Vehicles based on GCN-A and LSTM Model

Aparna Gullapelly, V. Sudheer Kumar, B. Mohanraj, V. M. Saravanaperumal, C. S. Nivedha, Rajanish Kumar Kaushal

2025 3rd IEEE International Conference on Data Science and Information System (ICDSIS)2025IEEE
3

Visual Object Tracking Based On Modified Lenet-5 And RCCF

Gullapelly Aparna, Barnali Gupta Banik

Computer Systems Science and Engineering2022SCIE (Scopus & WoS), Impact Factor 1.486
4

Multiple object tracking with behavior detection in crowded scenes using deep learning

Gullapelly Aparna, Barnali Gupta Banik

Journal of Intelligent & Fuzzy Systems, vol. 44, no. 3, pp. 5107–51212023SCIE (Scopus & WoS)
5

Classification of rigid and non-rigid objects using CNN

Gullapelly Aparna, Barnali Gupta Banik

Revue d'Intelligence Artificielle, Vol. 35, No. 4, pp. 341–3472021ScopusView Paper
6

Object Detection and Recognition Using Deep Learning

Aparna Gullapelly, Barnali Gupta Banik

Solid State Technology2021Scopus
7

Exploring the techniques for object detection, classification, and tracking in video surveillance for crowd analysis

Aparna Gullapelly, Barnali Gupta Banik

Indian Journal of Computer Science and Engineering (IJCSE), Vol. 11, No. 42020Scopus
8

AI-Based Pedagogical Framework for Improving Engagement of EFL Learners in Higher Education

Dr. G. Aparna, A. Eshiev, D. Antar, R. Naganathan, R. Sarkar

International Conference on Intelligent Communication Networks and Computational Techniques (ICICNCT 2025)2025Scopus
9

Blood Pressure Prediction using Machine Learning algorithms

Challa Sundeep Babu, G. Aparna

Journal of Information and Computational Science (JOICS), Volume 9, Issue 10, pp. 385–3922019UGC Care List
10

A Survey on Supervised Classification Techniques in Machine Learning

Aparna Gullapelly, M. Shanmukhi

International Journal of Computer & Mathematical Sciences (IJCMS), Volume 6, Issue 112017UGC Care List

UGC Care Journals

1

Deep Learning for Knee Osteoarthritis Severity Classification

Aparna Gullapelly et al.

International Journal of Innovative Research in Technology (IJIRT), pp. 2574–25792025View Paper
2

Automated Weed Recognition in Sesame Crop Fields Using Deep Learning

Aparna Gullapelly et al.

International Journal of Innovative Research in Technology (IJIRT), pp. 314–3202024View Paper
3

JCRYPT TOOL: Encryption and Steganography Tool

Aparna Gullapelly et al.

International Journal of Innovative Research in Technology (IJIRT), pp. 3256–32602024View Paper
4

Convolutional Deblurring of Natural Imaging

Aparna Gullapelly et al.

International Journal of Innovative Research in Technology (IJIRT), pp. 1177–11822024View Paper
5

Phishing Simulations

Aparna Gullapelly et al.

International Journal of Novel Research and Development (IJNRD)2024View Paper
6

Heart Disease Prediction Using Machine Learning

Aparna Gullapelly et al.

International Journal of Innovative Research in Technology (IJIRT), pp. 121–1272024View Paper
7

Fake Website Identification Using Machine Learning

Aparna Gullapelly et al.

International Journal of Creative Research Thoughts (IJCRT), ISSN: 2320-28822024View Paper
8

Efficient Controlling of Climate Parameters Using ESP32

Aparna Gullapelly et al.

International Journal of Innovative Research in Technology (IJIRT), ISSN: 2349-60022024View Paper
9

Drowsy Driver Detection Using Machine Learning and OpenCV Techniques

Aparna Gullapelly et al.

International Journal of All Research Education and Scientific Methods (IJARESM), ISSN: 2455-62112025View Paper
10

VIDYARTHIVERSE – Unified Learning and Collaboration Platform with AI-Driven Academic Support for Student Empowerment

Aparna Gullapelly et al.

International Journal of Innovative Research in Technology (IJIRT)2025View Paper
11

PQShield VPN

Dr. Aparna Gullapelly et al.

International Journal of Creative Research Thoughts (IJCRT), Volume 13, Issue 11 (Paper ID: IJCRT2511833)2025
12

PentSecOps – A Vulnerability Management Dashboard

Dr. Aparna Gullapelly et al.

International Journal of Creative Research Thoughts (IJCRT), Volume 13, Issue 11 (Paper ID: IJCRT2511846)2025

Book Chapters

1

AI-Powered Gamification and Interactive Learning Tools for Enhancing Student Engagement

Driving Quality Education Through AI and Data Science, IGI Global Scientific Publisher2025ScopusView Chapter
2

AI for Sustainable Development

IGI Global Scientific Publisher (Edited Volume)2025
3

AI for Healthcare Diagnostics

IGI Global Scientific Publisher (Edited Volume)2025
4

Advanced Object Detection and Segmentation

IGI Global Scientific Publisher (Edited Volume)2025
5

Casual-AI-2025: Understanding Causal Inference in Climate

IGI Global Scientific Publisher (Edited Volume)2025

Books Published

1

Smart Clouds: Integrating Artificial Intelligence with Cloud Technologies

Vinsa PublicationsMay 2025ISBN: 978-81-988406-8-4
2

Artificial Intelligence and Machine Learning Using Python

Vinsa PublicationsJune 2025ISBN: 978-93-48460-79-0
3

Fundamentals of Deep Learning

Vinsa PublicationsJune 2025ISBN: 978-81-988406-9-1View on Amazon
4

Data Structures and Algorithms

RK PublisherAugust 2025
5

The Role of AI, ML and Data Science in Modern Engineering: Usage and Limitations

Vinsaa Publishers2025View on Amazon