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ORCIDTanir Ozcelebi
Tanir Özçelebi
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- affiliation: Eindhoven University of Technology, Netherlands
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2020 – today
- 2024
[j23]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): 22:1-22:26 (2024)- [c61]Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia:
FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. EDGE 2024: 99-109 - [c60]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia:
Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation. ICASSP 2024: 5805-5809 - [c59]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: 92-108 - [i12]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia:
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation. CoRR abs/2401.14211 (2024) - [i11]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 abs/2406.09152 (2024) - 2023
- [j22]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): 9534 (2023) - [i10]Saeed Khalilian Gourtani, Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia:
FedCode: Communication-Efficient Federated Learning via Transferring Codebooks. CoRR abs/2311.09270 (2023) - 2022
- [j21]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi:
Federated Self-training for Semi-supervised Audio Recognition. ACM Trans. Embed. Comput. Syst. 21(6): 74:1-74:26 (2022) - [j20]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): 1491-1502 (2022) - [c58]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: 4576-4582 - [c57]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi:
Federated Self-Training for Data-Efficient Audio Recognition. ICASSP 2022: 476-480 - [c56]Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia:
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. PerCom Workshops 2022: 359-364 - [c55]Bram van Berlo, Tanir Ozcelebi, Nirvana Meratnia:
Insights on Mini-Batch Alignment for WiFi-CSI Data Domain Factor Independent Feature Extraction. PerCom Workshops 2022: 527-532 - [i9]Vasileios Tsouvalas, Tanir Ozcelebi, Nirvana Meratnia:
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning. CoRR abs/2202.02611 (2022) - [i8]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi, Nirvana Meratnia:
Federated Learning with Noisy Labels. CoRR abs/2208.09378 (2022) - 2021
- [j19]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: 107788 (2021) - [j18]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): 79:1-79:20 (2021) - [j17]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): 1030-1040 (2021) - [i7]Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi:
Federated Self-Training for Semi-Supervised Audio Recognition. CoRR abs/2107.06877 (2021) - 2020
- [c54]Aaqib Saeed, Ye Li, Tanir Ozcelebi, Johan Lukkien:
Multi-sensor data augmentation for robust sensing. COINS 2020: 1-7 - [c53]Bram van Berlo, Aaqib Saeed, Tanir Ozcelebi:
Towards federated unsupervised representation learning. EdgeSys@EuroSys 2020: 31-36 - [c52]Tibor Beke, Esko Dijk, Tanir Ozcelebi, Richard Verhoeven:
Time Synchronization in IoT Mesh Networks. ISNCC 2020: 1-8 - [i6]Aaqib Saeed, Flora D. Salim, Tanir Özçelebi, Johan Lukkien:
Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence. CoRR abs/2007.13018 (2020) - [i5]Bram van Berlo, Amany Elkelany, Tanir Ozcelebi, Nirvana Meratnia:
Millimeter Wave Sensing: A Review of Application Pipelines and Building Blocks. CoRR abs/2012.13664 (2020)
2010 – 2019
- 2019
- [j16]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: 1005-1016 (2019) - [j15]Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien:
Multi-task Self-Supervised Learning for Human Activity Detection. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(2): 61:1-61:30 (2019) - [c51]Qingzhi Liu, Long Cheng, Tanir Ozcelebi, John Murphy, Johan Lukkien:
Deep Reinforcement Learning for IoT Network Dynamic Clustering in Edge Computing. CCGRID 2019: 600-603 - [c50]Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski, Johan J. Lukkien:
End-to-End Multi-Modal Behavioral Context Recognition in a Real-Life Setting. FUSION 2019: 1-8 - [c49]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: 1-8 - [c48]Srikanth Sistu, Qingzhi Liu, Tanir Ozcelebi, Esko Dijk, Teresa Zotti:
Performance Evaluation of Thread Protocol based Wireless Mesh Networks for Lighting Systems. ISNCC 2019: 1-8 - [c47]Leila Fatmasari Rahman, Tanir Ozcelebi, Johan J. Lukkien:
Designing IoT Systems: Patterns and Managerial Conflicts. PerCom Workshops 2019: 542-548 - [c46]Qingzhi Liu, Tanir Ozcelebi, Long Cheng, Fernando A. Kuipers, Johan Lukkien:
CluFlow: Cluster-based Flow Management in Software-Defined Wireless Sensor Networks. WCNC 2019: 1-8 - [i4]Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien:
Multi-task Self-Supervised Learning for Human Activity Detection. CoRR abs/1907.11879 (2019) - 2018
- [j14]Sachin Bhardwaj, Tanir Ozcelebi, Johan J. Lukkien, Keon Myung Lee:
Smart Space Concepts, Properties and Architectures. IEEE Access 6: 70088-70112 (2018) - [j13]Sachin Bhardwaj, Tanir Ozcelebi, Johan J. Lukkien:
Semantic Interoperability Architecture for Smart Spaces. Int. J. Fuzzy Log. Intell. Syst. 18(1): 50-57 (2018) - [j12]Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien:
Synthesizing and Reconstructing Missing Sensory Modalities in Behavioral Context Recognition. Sensors 18(9): 2967 (2018) - [c45]Leila Fatmasari Rahman, Tanir Ozcelebi, Johan Lukkien:
Understanding IoT Systems: A Life Cycle Approach. ANT/SEIT 2018: 1057-1062 - [c44]Femke Jansen, Mike Holenderski, Tanir Ozcelebi, Paulien Dam, Bas Tijsma:
Predicting machine failures from industrial time series data. CoDIT 2018: 1091-1096 - [c43]Aaqib Saeed, Tanir Ozcelebi, Johan Lukkien, Jan B. F. van Erp, Stojan Trajanovski:
Model Adaptation and Personalization for Physiological Stress Detection. DSAA 2018: 209-216 - [c42]Tanir Ozcelebi, Johan Lukkien, Bert van Kraaij, Maarten Brock:
Self-configuration without commissioning for wireless Internet of Things using subjective logic. ICCE 2018: 1-2 - [c41]Çiçek Güven, Mike Holenderski, Tanir Özçelebi, Johan Lukkien:
Using Artificial Neurons in Evidence Based Trust Computation. TrustCom/BigDataSE 2018: 1879-1884 - [i3]Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski, Johan Lukkien:
Learning behavioral context recognition with multi-stream temporal convolutional networks. CoRR abs/1808.08766 (2018) - 2017
- [j11]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) - [c40]Aravind Kota Gopalakrishna, Tanir Ozcelebi, Johan J. Lukkien, Antonio Liotta:
Evaluating machine learning algorithms for applications with humans in the loop. ICNSC 2017: 459-464 - 2016
- [c39]Sila Ozen Guclu, Tanir Ozcelebi, Johan J. Lukkien:
Distributed Fault Detection in Smart Spaces Based on Trust Management. ANT/SEIT 2016: 66-73 - [c38]Leila Fatmasari Rahman, Tanir Ozcelebi, Johan J. Lukkien:
Choosing Your IoT Programming Framework: Architectural Aspects. FiCloud 2016: 293-300 - [c37]Salih Serdar Guclu, Tanir Ozcelebi, Johan J. Lukkien:
Improving Broadcast Performance of Radio Duty-Cycled Internet-of-Things Devices. GLOBECOM 2016: 1-7 - [c36]Salih Serdar Guclu, Tanir Ozcelebi, Johan J. Lukkien:
Dependability Analysis of Asynchronous Radio Duty Cycling Protocols. ICCCN 2016: 1-11 - [c35]Sila Ozen Guclu, Tanir Ozcelebi, Johan J. Lukkien:
Trust-Based Neighbor Unreachability Detection for RPL. ICCCN 2016: 1-6 - [c34]Sila Ozen Guclu, Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien:
Improving failure prediction accuracy in smart environments. ICCE 2016: 317-318 - 2015
- [c33]Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien:
A Comparison of Predictive Algorithms for Failure Prevention in Smart Environment Applications. Intelligent Environments 2015: 33-40 - [i2]Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien:
Proactive Dependability Framework for Smart Environment Applications. CoRR abs/1507.00276 (2015) - 2014
- [c32]Mike Holenderski, Richard Verhoeven, Tanir Ozcelebi, Johan J. Lukkien:
Light pole localization in a smart city. ETFA 2014: 1-4 - [c31]Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien:
Statistical Inference for Intelligent Lighting: A Pilot Study. IDC 2014: 9-18 - [c30]Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien:
Self-* Properties in Smart Environments: Requirements and Performance Metrics. Intelligent Environments (Workshops) 2014: 194-205 - [c29]Natasa Jovanovic, Tanir Ozcelebi, Johan Lukkien:
Indoor user positioning using infrared LEDs and sensors. IPIN 2014: 400-406 - [c28]Dzmitry Aliakseyeu, Bernt Meerbeek, Jon Mason, Andrés Lucero, Tanir Ozcelebi, Henrika Pihlajaniemi:
Beyond the switch: explicit and implicit interaction with light. NordiCHI 2014: 785-788 - [c27]Ehsan Ullah Warriach, Tanir Ozcelebi, Johan J. Lukkien:
Fault-Prevention in Smart Environments for Dependable Applications. SASO 2014: 183-184 - 2013
- [c26]Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien:
Relevance Prevails: Missing Data Treatment in Intelligent Lighting. ICMMI 2013: 369-376 - [c25]Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien:
Relevance as a Metric for Evaluating Machine Learning Algorithms. MLDM 2013: 195-208 - [i1]Aravind Kota Gopalakrishna, Tanir Ozcelebi, Antonio Liotta, Johan J. Lukkien:
Relevance As a Metric for Evaluating Machine Learning Algorithms. CoRR abs/1303.7093 (2013) - 2012
- [j10]Sachin Bhardwaj, Tanir Özçelebi, Johan Lukkien, Cagri Uysal:
Resource and service management architecture of a low capacity network for smart spaces. IEEE Trans. Consumer Electron. 58(2): 389-396 (2012) - [j9]Sachin Bhardwaj, Tanir Özçelebi, Aly A. Syed, Johan Lukkien, Ozgur Ozunlu:
Increasing reliability and availability in smart spaces: A novel architecture for resource and service management. IEEE Trans. Consumer Electron. 58(3): 787-793 (2012) - [c24]Alina Weffers, Johan Lukkien, Tanir Ozcelebi:
Workshop on Ambient Intelligence Infrastructures (WAmIi). AmI 2012: 447-448 - [c23]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: 435-436 - [c22]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: 439-440 - [c21]Sachin Bhardwaj, Tanir Ozcelebi, Cagri Uysal, Johan J. Lukkien:
Resource and service management architecture of a Low Capacity Network for smart spaces. ICCE 2012: 445-446 - [c20]Serge Offermans, Aravind Kota Gopalakrishna, Harm van Essen, Tanir Özçelebi:
Breakout 404: A smart space implementation for lighting services in the office domain. INSS 2012: 1-4 - [c19]Aravind Kota Gopalakrishna, Tanir Özçelebi, Antonio Liotta, Johan J. Lukkien:
Exploiting machine learning for intelligent room lighting applications. IEEE Conf. of Intelligent Systems 2012: 406-411 - [c18]Gerrit Niezen, Bram J. J. van der Vlist, Sachin Bhardwaj, Tanir Ozcelebi:
Performance evaluation of a semantic smart space deployment. PerCom Workshops 2012: 835-841 - [c17]Aravind Kota Gopalakrishna, Tanir Özçelebi, Antonio Liotta, Johan J. Lukkien:
Treatment of Missing Data in Intelligent Lighting Applications. UIC/ATC 2012: 1-8 - 2011
- [j8]Dmitri Jarnikov, Tanir Özçelebi:
Client intelligence for adaptive streaming solutions. Signal Process. Image Commun. 26(7): 378-389 (2011) - [j7]Sachin Bhardwaj, Aly A. Syed, Tanir Ozcelebi, Johan Lukkien:
Power-managed smart lighting using a semantic interoperability architecture. IEEE Trans. Consumer Electron. 57(2): 420-427 (2011) - [j6]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): 788-793 (2011) - [j5]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): 1612-1621 (2011) - [c16]Remco Magielse, Philip R. Ross, Sunder A. B. Rao, Tanir Özçelebi, Paola Jaramillo, Oliver Amft:
An Interdisciplinary Approach to Designing Adaptive Lighting Environments. Intelligent Environments 2011: 17-24 - [c15]Sachin Bhardwaj, Tanir Özçelebi, Richard Verhoeven, Johan Lukkien:
Delay Performance in a Semantic Interoperability Architecture. SAINT 2011: 280-285 - 2010
- [j4]Tanir Özçelebi, Johan Lukkien, Remi Bosman, Önder Uzun:
Discovery, monitoring and management in smart spaces composed of low capacity nodes. IEEE Trans. Consumer Electron. 56(2): 570-578 (2010) - [c14]Dmitri Jarnikov, Tanir Özçelebi:
Client intelligence for adaptive streaming solutions. ICME 2010: 1499-1504 - [c13]Sachin Bhardwaj, Tanir Ozcelebi, Johan Lukkien, Richard Verhoeven:
Semantic interoperability in a heterogeneous smart lighting system. ISCC 2010: 1035-1040 - [c12]Sachin Bhardwaj, Tanir Özçelebi, Johan Lukkien:
Smart lighting using LED luminaries. PerCom Workshops 2010: 654-659
2000 – 2009
- 2007
- [j3]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): 760-769 (2007) - [j2]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): 157-168 (2007) - [j1]Tanir Ozcelebi, A. Murat Tekalp, M. Reha Civanlar:
Delay-Distortion Optimization for Content-Adaptive Video Streaming. IEEE Trans. Multim. 9(4): 826-836 (2007) - [c11]Tanir Özçelebi, Igor Radovanovic, Michel R. V. Chaudron:
Enhancing End-to-End QoS for Multimedia Streaming in IMS-Based Networks. ICSNC 2007: 48 - 2006
- [b1]Tanir Özçelebi:
Multiple objective optimization for video streaming (Video akıtımı için çok hedef işlevli eniyileme). Koç University, Turkey, 2006 - [c10]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: 1-5 - [c9]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: 5301-5306 - [c8]Tanir Ozcelebi, M. Oguz Sunay, M. Reha Civanlar, A. Murat Tekalp:
Application-Layer QoS Fairness in Wireless Video Scheduling. ICIP 2006: 1673-1676 - 2005
- [c7]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: 1-4 - [c6]Tanir Özçelebi, M. Oguz Sunay, A. Murat Tekalp, M. Reha Civanlar:
Cross-layer design for real-time video streaming over 1xEV-DO using multiple objective optimization. GLOBECOM 2005: 5 - [c5]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: 209-212 - [c4]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: 76-83 - [c3]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: 198-206 - 2004
- [c2]Tanir Ozcelebi, A. Murat Tekalp, M. Reha Civanlar:
Optimal rate and input format control for content and context adaptive video streaming. ICIP 2004: 2043-2046 - [c1]Tanir Özçelebi, A. Murat Tekalp, M. Reha Civanlar:
Optimal rate and input format control for content and context adaptive streaming of sports videos. MMSP 2004: 502-505
Coauthor Index
Johan J. Lukkien
aka: Johan Lukkien
aka: Johan Lukkien
[j19] [j17] [c54] [i6] [j16] [j15] [c51] [c50] [c47] [c46] [i4] [j14] [j13] [j12] [c45] [c43] [c42] [c41] [i3] [j11] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [i2] [c32] [c31] [c30] [c29] [c27] [c26] [c25] [i1] [j10] [j9] [c24] [c23] [c22] [c21] [c19] [c17] [j7] [j6] [j5] [c15] [j4] [c13] [c12]
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