Tanir Ozcelebi

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 50

Top Topics

Trust Management

Speech Emotion Recognition

Smart Environments

Supervised Learning

Top Venues

PerCom Workshops

Intelligent Environments

Publications

Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation. ICASSP (2024)
Gizem Karagoz, Geert H. van Kollenburg, Tanir Ozcelebi, Nirvana Meratnia
Evaluating How Explainable AI Is Perceived in the Medical Domain: A Human-Centered Quantitative Study of XAI in Chest X-Ray Diagnostics. TAI4H (2024)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation. CoRR (2024)
Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters. CoRR (2024)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels. ACM Trans. Intell. Syst. Technol. 15 (2) (2024)
Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. CoRR (2023)
Bram van Berlo, Camiel Oerlemans, Francesca Luigia Marogna, Tanir Ozcelebi, Nirvana Meratnia
Mini-Batch Alignment: A Deep-Learning Model for Domain Factor-Independent Feature Extraction for Wi-Fi-CSI Data. Sensors 23 (23) (2023)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
Federated Self-Training for Data-Efficient Audio Recognition. ICASSP (2022)
Bram van Berlo, Yang Miao, Rizqi Hersyandika, Nirvana Meratnia, Tanir Ozcelebi, André B. J. Kokkeler, Sofie Pollin
Intelligent Blockage Recognition using Cellular mmWave Beamforming Data: Feasibility Study. GLOBECOM (2022)
Qingzhi Liu, Tiancong Xia, Long Cheng, Merijn van Eijk, Tanir Ozcelebi, Ying Mao
Deep Reinforcement Learning for Load-Balancing Aware Network Control in IoT Edge Systems. IEEE Trans. Parallel Distributed Syst. 33 (6) (2022)
Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. PerCom Workshops (2022)
Bram van Berlo, Tanir Ozcelebi, Nirvana Meratnia
Insights on Mini-Batch Alignment for WiFi-CSI Data Domain Factor Independent Feature Extraction. PerCom Workshops (2022)
Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. CoRR (2022)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
Federated Learning with Noisy Labels. CoRR (2022)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
Federated Self-training for Semi-supervised Audio Recognition. ACM Trans. Embed. Comput. Syst. 21 (6) (2022)
Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
Federated Self-Training for Semi-Supervised Audio Recognition. CoRR (2021)
Prince U. C. Songwa, Aaqib Saeed, Sachin Bhardwaj, Marijn Kruisselbrink, Tanir Ozcelebi
LumNet: Learning to Estimate Vertical Visual Field Luminance for Adaptive Lighting Control. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (2) (2021)
Aaqib Saeed, Flora D. Salim, Tanir Ozcelebi, Johan Lukkien
Federated Self-Supervised Learning of Multisensor Representations for Embedded Intelligence. IEEE Internet Things J. 8 (2) (2021)
Qingzhi Liu, Long Cheng, Renan C. A. Alves, Tanir Ozcelebi, Fernando A. Kuipers, Guixian Xu, Johan Lukkien, Shanzhi Chen
Cluster-based flow control in hybrid software-defined wireless sensor networks. Comput. Networks 187 (2021)
Bram van Berlo, Aaqib Saeed, Tanir Ozcelebi
Towards federated unsupervised representation learning. EdgeSys@EuroSys (2020)
Bram van Berlo, Amany Elkelany, Tanir Ozcelebi, Nirvana Meratnia
Millimeter Wave Sensing: A Review of Application Pipelines and Building Blocks. CoRR (2020)
Aaqib Saeed, Ye Li, Tanir Ozcelebi, Johan Lukkien
Multi-sensor data augmentation for robust sensing. COINS (2020)
Tibor Beke, Esko Dijk, Tanir Ozcelebi, Richard Verhoeven
Time Synchronization in IoT Mesh Networks. ISNCC (2020)
Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, Antonio Liotta
Runtime evaluation of cognitive systems for non-deterministic multiple output classification problems. Future Gener. Comput. Syst. 100 (2019)
Leila Fatmasari Rahman, Tanir Ozcelebi, Johan J. Lukkien
Designing IoT Systems: Patterns and Managerial Conflicts. PerCom Workshops (2019)
Tianyu Bi, Qingzhi Liu, Tanir Ozcelebi, Dmitri Jarnikov, Dragan Sekulovski
PCANN: Distributed ANN Architecture for Image Recognition in Resource-Constrained IoT Devices. Intelligent Environments (2019)
Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien
Multi-task Self-Supervised Learning for Human Activity Detection. CoRR (2019)
Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien
Multi-task Self-Supervised Learning for Human Activity Detection. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (2) (2019)
Qingzhi Liu, Tanir Ozcelebi, Long Cheng, Fernando A. Kuipers, Johan Lukkien
CluFlow: Cluster-based Flow Management in Software-Defined Wireless Sensor Networks. WCNC (2019)
Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski, Johan J. Lukkien
End-to-End Multi-Modal Behavioral Context Recognition in a Real-Life Setting. FUSION (2019)
Srikanth Sistu, Qingzhi Liu, Tanir Ozcelebi, Esko Dijk, Teresa Zotti
Performance Evaluation of Thread Protocol based Wireless Mesh Networks for Lighting Systems. ISNCC (2019)
Qingzhi Liu, Long Cheng, Tanir Ozcelebi, John Murphy, Johan Lukkien
Deep Reinforcement Learning for IoT Network Dynamic Clustering in Edge Computing. CCGRID (2019)
Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski, Johan Lukkien
Learning behavioral context recognition with multi-stream temporal convolutional networks. CoRR (2018)
Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien, Jan B. F. van Erp, Stojan Trajanovski
Model Adaptation and Personalization for Physiological Stress Detection. DSAA (2018)
Sachin Bhardwaj, Tanir Ozcelebi, Johan J. Lukkien
Semantic Interoperability Architecture for Smart Spaces. Int. J. Fuzzy Log. Intell. Syst. 18 (1) (2018)
Tanir Ozcelebi, Johan Lukkien, Bert van Kraaij, Maarten Brock
Self-configuration without commissioning for wireless Internet of Things using subjective logic. ICCE (2018)
Leila Fatmasari Rahman, Tanir Ozcelebi, Johan Lukkien
Understanding IoT Systems: A Life Cycle Approach. ANT/SEIT (2018)
Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien
Synthesizing and Reconstructing Missing Sensory Modalities in Behavioral Context Recognition. Sensors 18 (9) (2018)
Femke Jansen, Mike Holenderski, Tanir Ozcelebi, Paulien Dam, Bas Tijsma
Predicting machine failures from industrial time series data. CoDIT (2018)
Sachin Bhardwaj, Tanir Ozcelebi, Johan J. Lukkien, Keon Myung Lee
Smart Space Concepts, Properties and Architectures. IEEE Access 6 (2018)
Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, Antonio Liotta
Evaluating machine learning algorithms for applications with humans in the loop. ICNSC (2017)
Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, Antonio Liotta
Relevance in cyber-physical systems with humans in the loop. Concurr. Comput. Pract. Exp. 29 (3) (2017)
Leila Fatmasari Rahman, Tanir Ozcelebi, Johan J. Lukkien
Choosing Your IoT Programming Framework: Architectural Aspects. FiCloud (2016)
Salih Serdar Guclu, Tanir Ozcelebi, Johan J. Lukkien
Dependability Analysis of Asynchronous Radio Duty Cycling Protocols. ICCCN (2016)
Salih Serdar Guclu, Tanir Ozcelebi, Johan J. Lukkien
Improving Broadcast Performance of Radio Duty-Cycled Internet-of-Things Devices. GLOBECOM (2016)
Sila Ozen Guclu, Tanir Ozcelebi, Johan J. Lukkien
Distributed Fault Detection in Smart Spaces Based on Trust Management. ANT/SEIT (2016)
Sila Ozen Guclu, Tanir Ozcelebi, Johan J. Lukkien
Trust-Based Neighbor Unreachability Detection for RPL. ICCCN (2016)
Sila Ozen Guclu, Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
Improving failure prediction accuracy in smart environments. ICCE (2016)
Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
A Comparison of Predictive Algorithms for Failure Prevention in Smart Environment Applications. Intelligent Environments (2015)
Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
Proactive Dependability Framework for Smart Environment Applications. CoRR (2015)
Mike Holenderski, Richard Verhoeven, Tanir Ozcelebi, Johan J. Lukkien
Light pole localization in a smart city. ETFA (2014)
Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
Fault-Prevention in Smart Environments for Dependable Applications. SASO (2014)
Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
Self-* Properties in Smart Environments: Requirements and Performance Metrics. Intelligent Environments (Workshops) (2014)
Dzmitry Aliakseyeu, Bernt Meerbeek, Jon Mason, Andrés Lucero, Tanir Ozcelebi, Henrika Pihlajaniemi
Beyond the switch: explicit and implicit interaction with light. NordiCHI (2014)
Natasa Jovanovic, Tanir Ozcelebi, Johan Lukkien
Indoor user positioning using infrared LEDs and sensors. IPIN (2014)
Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien
Statistical Inference for Intelligent Lighting: A Pilot Study. IDC (2014)
Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien
Relevance As a Metric for Evaluating Machine Learning Algorithms CoRR (2013)
Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien
Relevance as a Metric for Evaluating Machine Learning Algorithms. MLDM (2013)
Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien
Relevance Prevails: Missing Data Treatment in Intelligent Lighting. ICMMI (2013)
Alina Weffers, Johan Lukkien, Tanir Ozcelebi
Workshop on Ambient Intelligence Infrastructures (WAmIi). AmI (2012)
Gerrit Niezen, Bram J. J. van der Vlist, Sachin Bhardwaj, Tanir Ozcelebi
Performance evaluation of a semantic smart space deployment. PerCom Workshops (2012)
Sachin Bhardwaj, Tanir Ozcelebi, Cagri Uysal, Johan J. Lukkien
Resource and service management architecture of a Low Capacity Network for smart spaces. ICCE (2012)
Sunder A. B. Rao, Tanir Ozcelebi, Martijn M. H. P. van den Heuvel, Richard Verhoeven, Johan J. Lukkien
Dependable partitioning for autonomous agents in adaptive lighting environments. ICCE (2012)
Sachin Bhardwaj, Tanir Ozcelebi, Ozgur Ozunlu, Johan J. Lukkien
Increasing reliability and availability in smart spaces: A novel architecture for resource and service management. ICCE (2012)
Cagdas Atici, Tanir Ozcelebi, Johan J. Lukkien
Exploring user-centered intelligent road lighting design: a road map and future research directions. IEEE Trans. Consumer Electron. 57 (2) (2011)
Sachin Bhardwaj, Aly A. Syed, Tanir Ozcelebi, Johan Lukkien
Power-managed smart lighting using a semantic interoperability architecture. IEEE Trans. Consumer Electron. 57 (2) (2011)
Sachin Bhardwaj, Tanir Ozcelebi, Richard Verhoeven, Johan Lukkien
Smart indoor solid state lighting based on a novel illumination model and implementation. IEEE Trans. Consumer Electron. 57 (4) (2011)
Sachin Bhardwaj, Tanir Ozcelebi, Johan Lukkien, Richard Verhoeven
Semantic interoperability in a heterogeneous smart lighting system. ISCC (2010)
Anil Aksay, Selen Pehlivan, Engin Kurutepe, Cagdas Bilen, Tanir Ozcelebi, Gozde Bozdagi Akar, M. Reha Civanlar, A. Murat Tekalp
End-to-end stereoscopic video streaming with content-adaptive rate and format control. Signal Process. Image Commun. 22 (2) (2007)
Tanir Ozcelebi, M. Oguz Sunay, A. Murat Tekalp, M. Reha Civanlar
Cross-Layer Optimized Rate Adaptation and Scheduling for Multiple-User Wireless Video Streaming. IEEE J. Sel. Areas Commun. 25 (4) (2007)
Tanir Ozcelebi, A. Murat Tekalp, M. Reha Civanlar
Delay-Distortion Optimization for Content-Adaptive Video Streaming. IEEE Trans. Multim. 9 (4) (2007)
Tanir Ozcelebi, M. Oguz Sunay, M. Reha Civanlar, A. Murat Tekalp
Application-Layer QoS Fairness in Wireless Video Scheduling. ICIP (2006)
Tanir Ozcelebi, Fabio De Vito, A. Murat Tekalp, M. Reha Civanlar, M. Oguz Sunay, Juan Carlos De Martin
An Analysis of Constant Bitrate and Constant PSNR Video Encoding for Wireless Networks. ICC (2006)
Anil Aksay, Cagdas Bilen, Engin Kurutepe, Tanir Ozcelebi, Gozde Bozdagi Akar, M. Reha Civanlar, A. Murat Tekalp
Temporal and spatial scaling for stereoscopic video compression. EUSIPCO (2006)
Fabio De Vito, Tanir Ozcelebi, M. Reha Civanlar, A. Murat Tekalp, Juan Carlos De Martin
Per-GOP Bitrate Adaptation for H.264 Compressed Video Sequences. VLBV (2005)
Tanir Ozcelebi, M. Reha Civanlar, A. Murat Tekalp
Minimum delay content adaptive video streaming over variable bitrate channels with a novel stream switching solution. ICIP (1) (2005)
Tanir Ozcelebi, Fabio De Vito, M. Oguz Sunay, A. Murat Tekalp, M. Reha Civanlar, Juan Carlos De Martin
Cross-Layer Scheduling with Content and Packet Priorities for Optimal Video Streaming over 1xEV-DO. VLBV (2005)
Tanir Ozcelebi, A. Murat Tekalp, M. Reha Civanlar, M. Oguz Sunay
A cross-layer approach for minimum delay content adaptive video streaming over variable bitrate channels. EUSIPCO (2005)
Tanir Ozcelebi, A. Murat Tekalp, M. Reha Civanlar
Optimal rate and input format control for content and context adaptive video streaming. ICIP (2004)