Research

"The important thing in science is not so much to obtain new facts as to discover new ways of thinking about them." -- William Lawrence Bragg

Google Scholar Profile → ORCID →

IEEE Conference Papers

Detection of Network Intrusions using Hybrid Intelligent Systems

Afreen Bhumgara, Anand Pitale
IEEE International Conference on Advances in Information Technology (ICAIT)
Chikmagalur, India · July 2019 · pp. 167-172
IEEE Xplore

Human Computer Interaction Strategies -- Designing the User Interface

Afreen Bhumgara, Anand Pitale
IEEE International Conference on Smart Systems and Inventive Technology (ICSSIT)
Tirunelveli, India · November 2019 · pp. 752-758
IEEE Xplore

Significance & Challenges of Big Data Research in India

Afreen Bhumgara, Anand Pitale
IEEE International Conference on Innovations in Engineering, Technology and Sciences
September 2018
IEEE Xplore Author Page Google Scholar

Online Mobile Targeted Advertising

Afreen Bhumgara
IEEE International Conference on Computational Intelligence and Computing Research (ICCIC)
IEEE Xplore Author Page Google Scholar

AI, ML & Computer Vision

Text to Image Synthesis in Generative Adversarial Networks

Afreen Bhumgara, Anand Pitale
Journal of Engineering Research and Application, Vol. 9, Issue 1
ISSN: 2248-9622 · January 2019 · pp. 09-14
Journal Academia.edu PDF

Natural Language Processing: An Analysis and Review

Afreen Bhumgara
Proceedings of the International Conference at HNIMR, Jidnyasa
Volume 12/Issue II · ISSN: 0973-7936 · March 2019
Google Scholar

Fuzzy Systems and Applications: Evolutionary Genetic Algorithms in the Aviation Industry

Afreen Bhumgara
International Journal of Computer Science Engineering and Technology
Vol. 5, Issue 11 · ISSN: 2231-0711
IJCSET

Systems & Technology

Cloud Computing as a Tool for NGOs in India and Pakistan

Afreen Bhumgara, Muhammad Salman
International Journal of Computer Science and Information Technologies (IJCSIT)
Vol. 6(6) · ISSN: 0975-9646 · 2015 · pp. 5226-5237
PDF ResearchGate

Tools and Techniques for Designing, Implementing, & Evaluating Ubiquitous Computing Systems

Afreen Bhumgara
International Journal of Computational Engineering Research
Vol. 06, Issue 12 · ISSN: 2250-3005 · December 2016
PDF

Integrating Internet of Things: A Review on the Effects on the Future of the Global Community, Challenges Faced and Security, Privacy and Perspective Measures

Afreen Bhumgara
International Journal of Scientific & Engineering Research
Volume 7, Issue 12 · ISSN: 2229-5518 · 2016
IJSER

Enterprise Resource Planning Systems

Afreen Bhumgara, Irfan Sayyed
International Journal of Advances in Engineering & Technology
ISSN: 22311963
IJAET

Interdisciplinary Research

Production and Spreading of Cosmic High Energy Neutrinos

Afreen Bhumgara
International Journal of Advanced Research in Management, Engineering and Technology
Vol. 1, Issue 6 · ISSN: 2456-2-998 · pp. 267-281
Google Scholar

An Empirical Review and Analysis of Reduced-Order Combustion Models for Turbulent Reacting Flows

Afreen Bhumgara
International Journal of Research in Engineering and Science
ISSN Print: 2320-9356
IJRES Google Scholar

Financial Risk Management: A Tool in Corporate Governance

Afreen Bhumgara
Proceedings of the Fourth International Conference on Global Business, Economics, Finance and Social Sciences
ISBN: 978-1-63415-898-5 · 2015
Google Scholar

Business Marketing Environment and Dynamics

Afreen Bhumgara, Irfan Sayyed
The International Journal of Pure and Applied Researches
Vol. 4(1) · pp. 35-54
IJOPAAR Google Scholar

Modeling Organizational Planning Management

Afreen Bhumgara, Vatsal Kamlesh Shah
The International Journal of Business & Management
ISSN: 2321-8916
IJBM Google Scholar

Peer Review Activities

Active IEEE peer reviewer with 25+ reviews completed across publications, grants, and conference proceedings. ORCID: 0000-0003-3418-0137

Artificial Intelligence & Machine Learning

Reviewed papers on neural network architectures, pattern recognition systems, computational intelligence frameworks, and machine learning optimization techniques for IEEE conferences and journals.

Fuzzy Logic, Genetic Algorithms & Swarm Intelligence

Evaluated research on fuzzy systems, evolutionary algorithms, soft computing methodologies, Bayesian inference methods, and swarm optimization approaches.

Image Processing & Computer Vision

Reviewed submissions on image processing pipelines, remote sensing applications, and visual pattern recognition systems for international IEEE venues.

Wireless Networks & Communications Systems

Assessed papers on distributed measurement systems, modulation techniques, signal and frequency analysis, and embedded systems architectures.

Integrated Circuits & Signal Processing

Reviewed research on sigma-delta converters, design for testability, data acquisition systems, and real-time measurement methodologies.

Featured: Generative Adversarial Network Visualization

A real-time animated visualization of a GAN architecture -- the generator and discriminator networks are shown as layered node structures, with data flowing between them in an adversarial training loop. Watch as the generator learns to produce outputs that the discriminator struggles to classify as fake.

Interactive: Fractal Research Tree

A procedurally generated fractal tree that branches recursively, visualizing how research topics diverge and interconnect. Each branch represents a line of inquiry that spawns sub-branches -- mirroring how a single research question can fracture into dozens of related investigations.