Tanir Ozcelebi

Tanir Ozcelebi

Technische Universiteit Eindhoven

H-index: 21

Europe-Netherlands

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

An IoT Attack Detection Framework Leveraging Graph Neural Networks

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

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

Federated self-training for data-efficient audio recognition

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

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

Technische Universiteit Eindhoven

Google Scholar

View Google Scholar Profile

Tanir Ozcelebi Skills & Research Interests

Intelligent IoT

Smart Spaces

Resource Management

Life-Cycle Management

Top articles of Tanir Ozcelebi

Title

Journal

Author(s)

Publication Date

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

arXiv preprint arXiv:2306.12625

Berivan Isik

Francesco Pase

Deniz Gunduz

Sanmi Koyejo

Tsachy Weissman

...

2023/6/22

Labeling chaos to learning harmony: Federated learning with noisy labels

ACM Transactions on Intelligent Systems and Technology

Vasileios Tsouvalas

Aaqib Saeed

Tanir Ozcelebi

Nirvana Meratnia

2024/2/22

An IoT Attack Detection Framework Leveraging Graph Neural Networks

Iram Bibi

Tanir Ozcelebi

Nirvana Meratnia

2023/10/20

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

Raeshak King Gandhi

Vasileios Tsouvalas

Nirvana Meratnia

2023/3/13

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

Sensors

Bram van Berlo

Camiel Oerlemans

Francesca Luigia Marogna

Tanir Ozcelebi

Nirvana Meratnia

2023/11/30

FedCode: Communication-Efficient Federated Learning via Transferring Codebooks

arXiv preprint arXiv:2311.09270

Saeed Khalilian

Vasileios Tsouvalas

Tanir Ozcelebi

Nirvana Meratnia

2023/11/15

Federated self-training for data-efficient audio recognition

Vasileios Tsouvalas

Aaqib Saeed

Tanir Ozcelebi

2022/5/23

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

Bram van Berlo

Tanir Ozcelebi

Nirvana Meratnia

2022/3/21

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

Thomas Wiepking

Martijn de Greef

Tanir Ozcelebi

2022/12/19

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

Vasileios Tsouvalas

Tanir Ozcelebi

Nirvana Meratnia

2022/3/21

Intelligent Blockage Recognition using Cellular mmWave Beamforming Data: Feasibility Study

Bram van Berlo

Yang Miao

Rizqi Hersyandika

Nirvana Meratnia

Tanir Ozcelebi

...

2022/12/4

Federated self-training for semi-supervised audio recognition

ACM Transactions on Embedded Computing Systems

Vasileios Tsouvalas

Aaqib Saeed

Tanir Ozcelebi

2022/10/18

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

Vasileios Tsouvalas

Aaqib Saeed

Tanir Özçelebi

Nirvana Meratnia

2022/10/6

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

Computer Networks

Qingzhi Liu

Long Cheng

Renan Alves

Tanir Ozcelebi

Fernando Kuipers

...

2021/3/14

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

Bram van Berlo

Amany Elkelany

Tanir Ozcelebi

Nirvana Meratnia

2021/2/5

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

IEEE Transactions on Parallel and Distributed Systems

Qingzhi Liu

Tiancong Xia

Long Cheng

Merijn Van Eijk

Tanir Ozcelebi

...

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

Prince UC Songwa

Aaqib Saeed

Sachin Bhardwaj

Thijs W Kruisselbrink

Tanir Ozcelebi

2021/6/24

Towards federated unsupervised representation learning

Bram van Berlo

Aaqib Saeed

Tanir Ozcelebi

2020/4/27

Time synchronization in IoT mesh networks

Tibor Beke

Esko Dijk

Tanir Ozcelebi

Richard Verhoeven

2020/10/20

Multi-sensor data augmentation for robust sensing

Aaqib Saeed

Ye Li

Tanir Ozcelebi

Johan Lukkien

2020/8/31

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