Valentin Rakovic

Valentin Rakovic

Georgia Institute of Technology

H-index: 15

North America-United States

About Valentin Rakovic

Valentin Rakovic, With an exceptional h-index of 15 and a recent h-index of 11 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Machine Learning, Wireless Networks, Optimization Theory, Information Theory, Mobile Edge Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices

On the Double Descent effect in Federated Learning

Prediction of Hospital Readmission using Federated Learning

Federated Learning for Activity Recognition: A System Level Perspective

Resource Allocation of NOMA Communication Systems for Federated Learning

Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments

Human Activity Recognition with Wearables using Federated Learning

ShapeShifter: Resolving the Hidden Latency Contention Problem in MEC

Valentin Rakovic Information

University

Position

/ Ss Cyril and Methodius University

Citations(all)

932

Citations(since 2020)

459

Cited By

598

hIndex(all)

15

hIndex(since 2020)

11

i10Index(all)

26

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Valentin Rakovic Skills & Research Interests

Machine Learning

Wireless Networks

Optimization Theory

Information Theory

Mobile Edge Computing

Top articles of Valentin Rakovic

Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices

arXiv preprint arXiv:2401.03233

2024/1/6

Valentin Rakovic
Valentin Rakovic

H-Index: 10

On the Double Descent effect in Federated Learning

Authorea Preprints

2023/10/31

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Prediction of Hospital Readmission using Federated Learning

2023/6/27

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Federated Learning for Activity Recognition: A System Level Perspective

IEEE Access

2023/6/26

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Resource Allocation of NOMA Communication Systems for Federated Learning

IEEE Communications Letters

2023/6/16

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments

IEEE Internet Computing

2023/4/5

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Human Activity Recognition with Wearables using Federated Learning

Proceedings of International Conference on Applied Innovation in IT

2023/3/9

Valentin Rakovic
Valentin Rakovic

H-Index: 10

ShapeShifter: Resolving the Hidden Latency Contention Problem in MEC

2022/12/5

Control of Power Consumption with Integrated System of Technology, Regulation and Consumer Behavior Management

2022/9/19

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Manipulation of URL Addresses Using Machine Learning to Provide Better Cyber Security

2022/9/19

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Improving energy efficiency and reliability in WuR-based IoT systems: An error correction approach

Wireless Personal Communications

2022/9/1

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Flash Crowd Management in Beyond 5G Systems

2021/5/6

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Machine Learning based Anomaly Detection in Ambient Assisted Living Environments

2021

Valentin Rakovic
Valentin Rakovic

H-Index: 10

Differentially private federated learningfor anomaly detection in ehealth networks

2021/9/21

Valentin Rakovic
Valentin Rakovic

H-Index: 10

From cloud RAN to open RAN

Wireless Personal Communications

2020/8

Valentin Rakovic
Valentin Rakovic

H-Index: 10

171. VIRTUALIZED PLATFORMS FOR NETWORK RESOURCES ORCHESTRATION AND MANAGEMENT

Journal of Electrical Engineering and Information Technologies

2020/6/30

Advanced Technologies for Security Applications: Proceedings of the NATO Science for Peace and Security'Cluster Workshop on Advanced Technologies', 17-18 September 2019, Leuven …

2020/6/26

End-to-end network slicing for flash crowds

IEEE Communications Magazine

2020/4/20

Flash Crowd Management via Virtualized Network Resources (FALCON)

2020

See List of Professors in Valentin Rakovic University(Georgia Institute of Technology)

Co-Authors

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