Tanir Ozcelebi

About Tanir Ozcelebi

Tanir Ozcelebi, With an exceptional h-index of 21 and a recent h-index of 15 (since 2020), a distinguished researcher at Technische Universiteit Eindhoven, specializes in the field of Intelligent IoT, Smart Spaces, Resource Management, Life-Cycle Management.

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

Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation

Labeling chaos to learning harmony: Federated learning with noisy labels

Mini-Batch Alignment: A Deep-Learning Model for Domain Factor-Independent Feature Extraction for Wi-Fi–CSI Data

FedCode: Communication-Efficient Federated Learning via Transferring Codebooks

An IoT Attack Detection Framework Leveraging Graph Neural Networks

On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition

Underwater Acoustic Location Estimation of Flight Recorder Using Onboard Ad Hoc Wireless Sensor Network

Intelligent Blockage Recognition using Cellular mmWave Beamforming Data: Feasibility Study

Tanir Ozcelebi Information

University

Position

Associate Professor of Computer Science

Citations(all)

1751

Citations(since 2020)

995

Cited By

984

hIndex(all)

21

hIndex(since 2020)

15

i10Index(all)

38

i10Index(since 2020)

21

Email

University Profile Page

Google Scholar

Tanir Ozcelebi Skills & Research Interests

Intelligent IoT

Smart Spaces

Resource Management

Life-Cycle Management

Top articles of Tanir Ozcelebi

Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation

arXiv preprint arXiv:2306.12625

2023/6/22

Labeling chaos to learning harmony: Federated learning with noisy labels

ACM Transactions on Intelligent Systems and Technology

2024/2/22

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Nirvana Meratnia
Nirvana Meratnia

H-Index: 22

Mini-Batch Alignment: A Deep-Learning Model for Domain Factor-Independent Feature Extraction for Wi-Fi–CSI Data

Sensors

2023/11/30

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Nirvana Meratnia
Nirvana Meratnia

H-Index: 22

FedCode: Communication-Efficient Federated Learning via Transferring Codebooks

arXiv preprint arXiv:2311.09270

2023/11/15

An IoT Attack Detection Framework Leveraging Graph Neural Networks

2023/10/20

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Nirvana Meratnia
Nirvana Meratnia

H-Index: 22

On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition

2023/3/13

Underwater Acoustic Location Estimation of Flight Recorder Using Onboard Ad Hoc Wireless Sensor Network

2022/12/19

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Intelligent Blockage Recognition using Cellular mmWave Beamforming Data: Feasibility Study

2022/12/4

Federated self-training for semi-supervised audio recognition

ACM Transactions on Embedded Computing Systems

2022/10/18

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Federated learning with noisy labels: Achieving generalization in the face of label noise

2022/10/6

Federated self-training for data-efficient audio recognition

2022/5/23

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Insights on mini-batch alignment for WiFi-CSI data domain factor independent feature extraction

2022/3/21

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Nirvana Meratnia
Nirvana Meratnia

H-Index: 22

Privacy-preserving speech emotion recognition through semi-supervised federated learning

2022/3/21

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Nirvana Meratnia
Nirvana Meratnia

H-Index: 22

Deep reinforcement learning for load-balancing aware network control in IoT edge systems

IEEE Transactions on Parallel and Distributed Systems

2021/10

LumNet: Learning to Estimate Vertical Visual Field Luminance for Adaptive Lighting Control

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

2021/6/24

Sachin Bhardwaj
Sachin Bhardwaj

H-Index: 5

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Cluster-based flow control in hybrid software-defined wireless sensor networks

Computer Networks

2021/3/14

Millimeter wave sensing: A review of application pipelines and building blocks

2021/2/5

Time synchronization in IoT mesh networks

2020/10/20

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Richard Verhoeven
Richard Verhoeven

H-Index: 8

Multi-sensor data augmentation for robust sensing

2020/8/31

Federated self-supervised learning of multisensor representations for embedded intelligence

IEEE Internet of Things Journal

2020/7/15

Tanir Ozcelebi
Tanir Ozcelebi

H-Index: 11

Johan Lukkien
Johan Lukkien

H-Index: 17

See List of Professors in Tanir Ozcelebi University(Technische Universiteit Eindhoven)