Tanir Ozcelebi

88 papers A 1B 12C 12Misc 4Journal 35Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	EFU: Enforcing Federated Unlearning via Functional Encryption. CIKM Samaneh Mohammadi, Vasileios Tsouvalas, Iraklis Symeonidis, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2025	J	`jnl`	EFU: Enforcing Federated Unlearning via Functional Encryption. CoRR Samaneh Mohammadi, Vasileios Tsouvalas, Iraklis Symeonidis, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2025	J	`jnl`	EncCluster: Scalable functional encryption in federated learning through weight clustering and probabilistic filters. Pervasive Mob. Comput. Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2025	—	`conf`	Grammar-Constrained Decoding Makes Large Language Models Better Logical Parsers. ACL (6) Federico Raspanti, Tanir Ozcelebi, Mike Holenderski
2025	J	`jnl`	Many-Task Federated Fine-Tuning via Unified Task Vectors. CoRR Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2025	J	`jnl`	MmWave beam path blockage prevention through codebook value prediction under domain shift. Internet Things Bram van Berlo, Tanir Ozcelebi, Nirvana Meratnia
2025	—	`conf`	Systematic Benchmarking of Local and Global Explainable AI Methods for Tabular Healthcare Data. xAI (1) Gizem Nur Karagoz, Tanir Ozcelebi, Nirvana Meratnia
2025	J	`jnl`	XIMED: A Dual-Loop Evaluation Framework Integrating Predictive Model and Human-Centered Approaches for Explainable AI in Medical Imaging. Mach. Learn. Knowl. Extr. Gizem Nur Karagoz, Tanir Ozcelebi, Nirvana Meratnia
2024	Misc	`conf`	Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation. ICASSP Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
2024	J	`jnl`	Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation. CoRR Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
2024	J	`jnl`	EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters. CoRR Vasileios Tsouvalas, Samaneh Mohammadi, Ali Balador, Tanir Ozcelebi, Francesco Flammini, Nirvana Meratnia
2024	—	`conf`	Evaluating How Explainable AI Is Perceived in the Medical Domain: A Human-Centered Quantitative Study of XAI in Chest X-Ray Diagnostics. TAI4H Gizem Nur Karagoz, Geert H. van Kollenburg, Tanir Ozcelebi, Nirvana Meratnia
2024	—	`conf`	FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. EDGE Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2024	J	`jnl`	Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels. ACM Trans. Intell. Syst. Technol. Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
2023	J	`jnl`	FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. CoRR Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2023	J	`jnl`	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
2022	J	`jnl`	Deep Reinforcement Learning for Load-Balancing Aware Network Control in IoT Edge Systems. IEEE Trans. Parallel Distributed Syst. Qingzhi Liu, Tiancong Xia, Long Cheng, Merijn van Eijk, Tanir Ozcelebi, Ying Mao
2022	J	`jnl`	Federated Learning with Noisy Labels. CoRR Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia
2022	Misc	`conf`	Federated Self-Training for Data-Efficient Audio Recognition. ICASSP Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
2022	J	`jnl`	Federated Self-training for Semi-supervised Audio Recognition. ACM Trans. Embed. Comput. Syst. Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
2022	—	`conf`	Insights on Mini-Batch Alignment for WiFi-CSI Data Domain Factor Independent Feature Extraction. PerCom Workshops Bram van Berlo, Tanir Ozcelebi, Nirvana Meratnia
2022	B	`conf`	Intelligent Blockage Recognition using Cellular mmWave Beamforming Data: Feasibility Study. GLOBECOM Bram van Berlo, Yang Miao, Rizqi Hersyandika, Nirvana Meratnia, Tanir Ozcelebi, André B. J. Kokkeler, Sofie Pollin
2022	—	`conf`	Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. PerCom Workshops Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2022	J	`jnl`	Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. CoRR Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia
2021	J	`jnl`	Cluster-based flow control in hybrid software-defined wireless sensor networks. Comput. Networks Qingzhi Liu, Long Cheng, Renan C. A. Alves, Tanir Ozcelebi, Fernando A. Kuipers, Guixian Xu, Johan Lukkien, Shanzhi Chen
2021	J	`jnl`	Federated Self-Supervised Learning of Multisensor Representations for Embedded Intelligence. IEEE Internet Things J. Aaqib Saeed, Flora D. Salim, Tanir Ozcelebi, Johan Lukkien
2021	J	`jnl`	Federated Self-Training for Semi-Supervised Audio Recognition. CoRR Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi
2021	J	`jnl`	LumNet: Learning to Estimate Vertical Visual Field Luminance for Adaptive Lighting Control. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Prince U. C. Songwa, Aaqib Saeed, Sachin Bhardwaj, Marijn Kruisselbrink, Tanir Ozcelebi
2020	J	`jnl`	Millimeter Wave Sensing: A Review of Application Pipelines and Building Blocks. CoRR Bram van Berlo, Amany Elkelany, Tanir Ozcelebi, Nirvana Meratnia
2020	—	`conf`	Multi-sensor data augmentation for robust sensing. COINS Aaqib Saeed, Ye Li, Tanir Ozcelebi, Johan Lukkien
2020	C	`conf`	Time Synchronization in IoT Mesh Networks. ISNCC Tibor Beke, Esko Dijk, Tanir Ozcelebi, Richard Verhoeven
2020	—	`conf`	Towards federated unsupervised representation learning. EdgeSys@EuroSys Bram van Berlo, Aaqib Saeed, Tanir Ozcelebi
2019	B	`conf`	CluFlow: Cluster-based Flow Management in Software-Defined Wireless Sensor Networks. WCNC Qingzhi Liu, Tanir Ozcelebi, Long Cheng, Fernando A. Kuipers, Johan Lukkien
2019	B	`conf`	Deep Reinforcement Learning for IoT Network Dynamic Clustering in Edge Computing. CCGRID Qingzhi Liu, Long Cheng, Tanir Ozcelebi, John Murphy, Johan Lukkien
2019	—	`conf`	Designing IoT Systems: Patterns and Managerial Conflicts. PerCom Workshops Leila Fatmasari Rahman, Tanir Ozcelebi, Johan J. Lukkien
2019	C	`conf`	End-to-End Multi-Modal Behavioral Context Recognition in a Real-Life Setting. FUSION Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski, Johan J. Lukkien
2019	J	`jnl`	Multi-task Self-Supervised Learning for Human Activity Detection. CoRR Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien
2019	J	`jnl`	Multi-task Self-Supervised Learning for Human Activity Detection. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien
2019	B	`conf`	PCANN: Distributed ANN Architecture for Image Recognition in Resource-Constrained IoT Devices. Intelligent Environments Tianyu Bi, Qingzhi Liu, Tanir Ozcelebi, Dmitri Jarnikov, Dragan Sekulovski
2019	C	`conf`	Performance Evaluation of Thread Protocol based Wireless Mesh Networks for Lighting Systems. ISNCC Srikanth Sistu, Qingzhi Liu, Tanir Ozcelebi, Esko Dijk, Teresa Zotti
2019	J	`jnl`	Runtime evaluation of cognitive systems for non-deterministic multiple output classification problems. Future Gener. Comput. Syst. Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, Antonio Liotta
2018	J	`jnl`	Learning behavioral context recognition with multi-stream temporal convolutional networks. CoRR Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski, Johan Lukkien
2018	B	`conf`	Model Adaptation and Personalization for Physiological Stress Detection. DSAA Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien, Jan B. F. van Erp, Stojan Trajanovski
2018	C	`conf`	Predicting machine failures from industrial time series data. CoDIT Femke Jansen, Mike Holenderski, Tanir Ozcelebi, Paulien Dam, Bas Tijsma
2018	C	`conf`	Self-configuration without commissioning for wireless Internet of Things using subjective logic. ICCE Tanir Ozcelebi, Johan Lukkien, Bert van Kraaij, Maarten Brock
2018	J	`jnl`	Semantic Interoperability Architecture for Smart Spaces. Int. J. Fuzzy Log. Intell. Syst. Sachin Bhardwaj, Tanir Ozcelebi, Johan J. Lukkien
2018	J	`jnl`	Smart Space Concepts, Properties and Architectures. IEEE Access Sachin Bhardwaj, Tanir Ozcelebi, Johan J. Lukkien, Keon Myung Lee
2018	J	`jnl`	Synthesizing and Reconstructing Missing Sensory Modalities in Behavioral Context Recognition. Sensors Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien
2018	—	`conf`	Understanding IoT Systems: A Life Cycle Approach. ANT/SEIT Leila Fatmasari Rahman, Tanir Ozcelebi, Johan Lukkien
2017	—	`conf`	Evaluating machine learning algorithms for applications with humans in the loop. ICNSC Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, Antonio Liotta
2017	J	`jnl`	Relevance in cyber-physical systems with humans in the loop. Concurr. Comput. Pract. Exp. Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, Antonio Liotta
2016	—	`conf`	Choosing Your IoT Programming Framework: Architectural Aspects. FiCloud Leila Fatmasari Rahman, Tanir Ozcelebi, Johan J. Lukkien
2016	B	`conf`	Dependability Analysis of Asynchronous Radio Duty Cycling Protocols. ICCCN Salih Serdar Guclu, Tanir Ozcelebi, Johan J. Lukkien
2016	—	`conf`	Distributed Fault Detection in Smart Spaces Based on Trust Management. ANT/SEIT Sila Ozen Guclu, Tanir Ozcelebi, Johan J. Lukkien
2016	B	`conf`	Improving Broadcast Performance of Radio Duty-Cycled Internet-of-Things Devices. GLOBECOM Salih Serdar Guclu, Tanir Ozcelebi, Johan J. Lukkien
2016	C	`conf`	Improving failure prediction accuracy in smart environments. ICCE Sila Ozen Guclu, Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
2016	B	`conf`	Trust-Based Neighbor Unreachability Detection for RPL. ICCCN Sila Ozen Guclu, Tanir Ozcelebi, Johan J. Lukkien
2015	B	`conf`	A Comparison of Predictive Algorithms for Failure Prevention in Smart Environment Applications. Intelligent Environments Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
2015	J	`jnl`	Proactive Dependability Framework for Smart Environment Applications. CoRR Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
2014	Misc	`conf`	Beyond the switch: explicit and implicit interaction with light. NordiCHI Dzmitry Aliakseyeu, Bernt Meerbeek, Jon Mason, Andrés Lucero, Tanir Ozcelebi, Henrika Pihlajaniemi
2014	—	`conf`	Fault-Prevention in Smart Environments for Dependable Applications. SASO Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
2014	C	`conf`	Indoor user positioning using infrared LEDs and sensors. IPIN Natasa Jovanovic, Tanir Ozcelebi, Johan Lukkien
2014	C	`conf`	Light pole localization in a smart city. ETFA Mike Holenderski, Richard Verhoeven, Tanir Ozcelebi, Johan J. Lukkien
2014	B	`conf`	Self-* Properties in Smart Environments: Requirements and Performance Metrics. Intelligent Environments (Workshops) Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien
2014	Misc	`conf`	Statistical Inference for Intelligent Lighting: A Pilot Study. IDC Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien
2013	J	`jnl`	Relevance As a Metric for Evaluating Machine Learning Algorithms CoRR Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien
2013	—	`conf`	Relevance Prevails: Missing Data Treatment in Intelligent Lighting. ICMMI Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien
2013	—	`conf`	Relevance as a Metric for Evaluating Machine Learning Algorithms. MLDM Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien
2012	C	`conf`	Dependable partitioning for autonomous agents in adaptive lighting environments. ICCE Sunder A. B. Rao, Tanir Ozcelebi, Martijn M. H. P. van den Heuvel, Richard Verhoeven, Johan J. Lukkien
2012	C	`conf`	Increasing reliability and availability in smart spaces: A novel architecture for resource and service management. ICCE Sachin Bhardwaj, Tanir Ozcelebi, Ozgur Ozunlu, Johan J. Lukkien
2012	—	`conf`	Performance evaluation of a semantic smart space deployment. PerCom Workshops Gerrit Niezen, Bram J. J. van der Vlist, Sachin Bhardwaj, Tanir Ozcelebi
2012	C	`conf`	Resource and service management architecture of a Low Capacity Network for smart spaces. ICCE Sachin Bhardwaj, Tanir Ozcelebi, Cagri Uysal, Johan J. Lukkien
2012	—	`conf`	Workshop on Ambient Intelligence Infrastructures (WAmIi). AmI Alina Weffers, Johan Lukkien, Tanir Ozcelebi
2011	J	`jnl`	Exploring user-centered intelligent road lighting design: a road map and future research directions. IEEE Trans. Consumer Electron. Cagdas Atici, Tanir Ozcelebi, Johan J. Lukkien
2011	J	`jnl`	Power-managed smart lighting using a semantic interoperability architecture. IEEE Trans. Consumer Electron. Sachin Bhardwaj, Aly A. Syed, Tanir Ozcelebi, Johan Lukkien
2011	J	`jnl`	Smart indoor solid state lighting based on a novel illumination model and implementation. IEEE Trans. Consumer Electron. Sachin Bhardwaj, Tanir Ozcelebi, Richard Verhoeven, Johan Lukkien
2010	C	`conf`	Semantic interoperability in a heterogeneous smart lighting system. ISCC Sachin Bhardwaj, Tanir Ozcelebi, Johan Lukkien, Richard Verhoeven
2007	J	`jnl`	Cross-Layer Optimized Rate Adaptation and Scheduling for Multiple-User Wireless Video Streaming. IEEE J. Sel. Areas Commun. Tanir Ozcelebi, M. Oguz Sunay, A. Murat Tekalp, M. Reha Civanlar
2007	J	`jnl`	Delay-Distortion Optimization for Content-Adaptive Video Streaming. IEEE Trans. Multim. Tanir Ozcelebi, A. Murat Tekalp, M. Reha Civanlar
2007	J	`jnl`	End-to-end stereoscopic video streaming with content-adaptive rate and format control. Signal Process. Image Commun. Anil Aksay, Selen Pehlivan, Engin Kurutepe, Cagdas Bilen, Tanir Ozcelebi, Gozde Bozdagi Akar, M. Reha Civanlar, A. Murat Tekalp
2006	—	`conf`	An Analysis of Constant Bitrate and Constant PSNR Video Encoding for Wireless Networks. ICC Tanir Ozcelebi, Fabio De Vito, A. Murat Tekalp, M. Reha Civanlar, M. Oguz Sunay, Juan Carlos De Martin
2006	B	`conf`	Application-Layer QoS Fairness in Wireless Video Scheduling. ICIP Tanir Ozcelebi, M. Oguz Sunay, M. Reha Civanlar, A. Murat Tekalp
2006	—	`conf`	Temporal and spatial scaling for stereoscopic video compression. EUSIPCO Anil Aksay, Cagdas Bilen, Engin Kurutepe, Tanir Ozcelebi, Gozde Bozdagi Akar, M. Reha Civanlar, A. Murat Tekalp
2005	—	`conf`	A cross-layer approach for minimum delay content adaptive video streaming over variable bitrate channels. EUSIPCO Tanir Ozcelebi, A. Murat Tekalp, M. Reha Civanlar, M. Oguz Sunay
2005	—	`conf`	Cross-Layer Scheduling with Content and Packet Priorities for Optimal Video Streaming over 1xEV-DO. VLBV Tanir Ozcelebi, Fabio De Vito, M. Oguz Sunay, A. Murat Tekalp, M. Reha Civanlar, Juan Carlos De Martin
2005	—	`conf`	Minimum delay content adaptive video streaming over variable bitrate channels with a novel stream switching solution. ICIP (1) Tanir Ozcelebi, M. Reha Civanlar, A. Murat Tekalp
2005	—	`conf`	Per-GOP Bitrate Adaptation for H.264 Compressed Video Sequences. VLBV Fabio De Vito, Tanir Ozcelebi, M. Reha Civanlar, A. Murat Tekalp, Juan Carlos De Martin
2004	B	`conf`	Optimal rate and input format control for content and context adaptive video streaming. ICIP Tanir Ozcelebi, A. Murat Tekalp, M. Reha Civanlar