Ministry of Education
Usha Rapaka
VIDWAN ID: 583093

Mrs Usha Rapaka

Female Master of Computer Applications
Assistant Professor | Department of Computer Science and Engineering
Malla Reddy Engineering College for women
Telangana
ORCID 0000-0002-5532-7620 Scopus 59672833500
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9 Publications
0 Projects
5 Scopus Citations
3 CrossRef
1 Year 2 Months Total Experience
Publications
9 Total
Chapters
6
Proceedings
3
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Scopus Scopus
5 Citations
1 h-index
CrossRef CrossRef
3 Citations
1 h-index
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Personal Details

Master of Computer Applications
2012
N/A
Assistant Professor
Jul 2025 – Present
Malla Reddy Engineering College for women | Department of Computer Science and Engineering
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Scholarly Publications

Real-Time Vehicle Detection Using Deep Neural Networks

Conference Paper
Year: 2026.
Authors: Megha Mishra; Rapaka. Usha; Mohaideen. A; Vishnu Kumar Mishra
DOI 10.1109/ICAECT68478.2026.11425928

Smart Home and Security Systems: An IoTBased Approach Utilizing ESP 32 and Multisensor Integration

Open Access
Conference Paper
E3S Web of Conferences. Year: 2025. Volume: 616 , Pages: 02004 .
Authors: Prakash, S.S.; Usha, R.; Karuppiah, N.; Saravanan, S.; Kalaiyarasi, M.; Karunanithi, K.
DOI 10.1051/e3sconf/202561602004 Crossref Crossref: 3 Scopus Scopus: 5

A novel method on deep learning models for time series data analysis and traffic flow prediction

Conference Paper
AIP Conference Proceedings. Year: 2025. Volume: 3363 , Pages: 060032 .
Authors: Sriramula Venkata Suji Aparna; Dinesh Krishnan Subramaniam; Godumala Shruthi; Rapaka Usha; Moulika; Bathini Nagaraj Goud
DOI 10.1063/5.0296694

Revolutionizing Network Security: Harnessing Deep Learning for Anomaly Detection in Time-Series Data

Book Chapter
Year: 2025. Volume: 2025 , Pages: 499-508 .
Authors: G. Lakshmi Praveena; R. Usha; T. Pratyusha; Ganapavarapu Surekha; Pokuri Deepika; T. Jyotsna
DOI 10.1007/978-981-97-9266-5_49

Federated Learning Approaches for Anomaly Detection in Distributed Network Environments

Book Chapter
Year: 2025. Volume: 2025 , Pages: 509-521 .
Authors: Pokuri Deepika; T. Jyotsna; Ganapavarapu Surekha; T. Pratyusha; R. Usha; G. Lakshmi Praveena
DOI 10.1007/978-981-97-9266-5_50

Enhancing Detection Accuracy and Security in Deep Learning

Book Chapter
Year: 2025. Volume: 2025 , Pages: 485-497 .
Authors: Ganapavarapu Surekha; T. Pratyusha; T. Jyotsna; R. Usha; G. Lakshmi Praveena; Pokuri Deepika
DOI 10.1007/978-981-97-9266-5_48

Enhancing Communication Efficiency in Swarm Intelligence for Network Optimization

Book Chapter
Year: 2025. Volume: 2025 , Pages: 535-545 .
Authors: R. Usha; G. Lakshmi Praveena; Pokuri Deepika; T. Jyotsna; Ganapavarapu Surekha; T. Pratyusha
DOI 10.1007/978-981-97-9266-5_52

Adversarial Deep Learning for Network Anomaly Detection

Book Chapter
Year: 2025. Volume: 2025 , Pages: 523-533 .
Authors: T. Jyotsna; Pokuri Deepika; R. Usha; G. Lakshmi Praveena; T. Pratyusha; Ganapavarapu Surekha
DOI 10.1007/978-981-97-9266-5_51
Showing 1 to 8 of 9 publications