Tanir Ozcelebi

Orcid: 0000-0001-7092-5998

Affiliations:
  • Eindhoven University of Technology, Netherlands


According to our database1, Tanir Ozcelebi authored at least 89 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

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Bibliography

2024
Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels.
ACM Trans. Intell. Syst. Technol., April, 2024

EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters.
CoRR, 2024

Evaluating How Explainable AI Is Perceived in the Medical Domain: A Human-Centered Quantitative Study of XAI in Chest X-Ray Diagnostics.
Proceedings of the Trustworthy Artificial Intelligence for Healthcare, 2024

Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2024

FedCode: Communication-Efficient Federated Learning via Transferring Codebooks.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

2023
Mini-Batch Alignment: A Deep-Learning Model for Domain Factor-Independent Feature Extraction for Wi-Fi-CSI Data.
Sensors, December, 2023

2022
Federated Self-training for Semi-supervised Audio Recognition.
ACM Trans. Embed. Comput. Syst., November, 2022

Deep Reinforcement Learning for Load-Balancing Aware Network Control in IoT Edge Systems.
IEEE Trans. Parallel Distributed Syst., 2022

Federated Learning with Noisy Labels.
CoRR, 2022

Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Insights on Mini-Batch Alignment for WiFi-CSI Data Domain Factor Independent Feature Extraction.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Federated Self-Training for Data-Efficient Audio Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

Intelligent Blockage Recognition using Cellular mmWave Beamforming Data: Feasibility Study.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Federated Self-Supervised Learning of Multisensor Representations for Embedded Intelligence.
IEEE Internet Things J., 2021

LumNet: Learning to Estimate Vertical Visual Field Luminance for Adaptive Lighting Control.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Cluster-based flow control in hybrid software-defined wireless sensor networks.
Comput. Networks, 2021

2020
Millimeter Wave Sensing: A Review of Application Pipelines and Building Blocks.
CoRR, 2020

Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence.
CoRR, 2020

Time Synchronization in IoT Mesh Networks.
Proceedings of the 2020 International Symposium on Networks, Computers and Communications, 2020

Towards federated unsupervised representation learning.
Proceedings of the 3rd International Workshop on Edge Systems, Analytics and Networking, 2020

Multi-sensor data augmentation for robust sensing.
Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

2019
Multi-task Self-Supervised Learning for Human Activity Detection.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Runtime evaluation of cognitive systems for non-deterministic multiple output classification problems.
Future Gener. Comput. Syst., 2019

CluFlow: Cluster-based Flow Management in Software-Defined Wireless Sensor Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Designing IoT Systems: Patterns and Managerial Conflicts.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Performance Evaluation of Thread Protocol based Wireless Mesh Networks for Lighting Systems.
Proceedings of the 2019 International Symposium on Networks, Computers and Communications, 2019

PCANN: Distributed ANN Architecture for Image Recognition in Resource-Constrained IoT Devices.
Proceedings of the 15th International Conference on Intelligent Environments, 2019

End-to-End Multi-Modal Behavioral Context Recognition in a Real-Life Setting.
Proceedings of the 22th International Conference on Information Fusion, 2019

Deep Reinforcement Learning for IoT Network Dynamic Clustering in Edge Computing.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

2018
Synthesizing and Reconstructing Missing Sensory Modalities in Behavioral Context Recognition.
Sensors, 2018

Semantic Interoperability Architecture for Smart Spaces.
Int. J. Fuzzy Log. Intell. Syst., 2018

Learning behavioral context recognition with multi-stream temporal convolutional networks.
CoRR, 2018

Smart Space Concepts, Properties and Architectures.
IEEE Access, 2018

Using Artificial Neurons in Evidence Based Trust Computation.
Proceedings of the 17th IEEE International Conference On Trust, 2018

Self-configuration without commissioning for wireless Internet of Things using subjective logic.
Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Model Adaptation and Personalization for Physiological Stress Detection.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Predicting machine failures from industrial time series data.
Proceedings of the 5th International Conference on Control, 2018

Understanding IoT Systems: A Life Cycle Approach.
Proceedings of the 9th International Conference on Ambient Systems, 2018

2017
Relevance in cyber-physical systems with humans in the loop.
Concurr. Comput. Pract. Exp., 2017

Evaluating machine learning algorithms for applications with humans in the loop.
Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

2016
Improving failure prediction accuracy in smart environments.
Proceedings of the IEEE International Conference on Consumer Electronics, 2016

Trust-Based Neighbor Unreachability Detection for RPL.
Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

Dependability Analysis of Asynchronous Radio Duty Cycling Protocols.
Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

Improving Broadcast Performance of Radio Duty-Cycled Internet-of-Things Devices.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Choosing Your IoT Programming Framework: Architectural Aspects.
Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud, 2016

Distributed Fault Detection in Smart Spaces Based on Trust Management.
Proceedings of the 7th International Conference on Ambient Systems, 2016

2015
Proactive Dependability Framework for Smart Environment Applications.
CoRR, 2015

A Comparison of Predictive Algorithms for Failure Prevention in Smart Environment Applications.
Proceedings of the 2015 International Conference on Intelligent Environments, 2015

2014
Fault-Prevention in Smart Environments for Dependable Applications.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2014

Beyond the switch: explicit and implicit interaction with light.
Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, 2014

Indoor user positioning using infrared LEDs and sensors.
Proceedings of the 2014 International Conference on Indoor Positioning and Indoor Navigation, 2014

Self-* Properties in Smart Environments: Requirements and Performance Metrics.
Proceedings of the Workshop Proceedings of the 10th International Conference on Intelligent Environments, Shanghai, China, June 30, 2014

Statistical Inference for Intelligent Lighting: A Pilot Study.
Proceedings of the Intelligent Distributed Computing VIII, 2014

Light pole localization in a smart city.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

2013
Relevance as a Metric for Evaluating Machine Learning Algorithms.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

Relevance Prevails: Missing Data Treatment in Intelligent Lighting.
Proceedings of the Man-Machine Interactions 3, 2013

2012
Increasing reliability and availability in smart spaces: A novel architecture for resource and service management.
IEEE Trans. Consumer Electron., 2012

Resource and service management architecture of a low capacity network for smart spaces.
IEEE Trans. Consumer Electron., 2012

Treatment of Missing Data in Intelligent Lighting Applications.
Proceedings of the 9th International Conference on Ubiquitous Intelligence and Computing and 9th International Conference on Autonomic and Trusted Computing, 2012

Performance evaluation of a semantic smart space deployment.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Exploiting machine learning for intelligent room lighting applications.
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

Breakout 404: A smart space implementation for lighting services in the office domain.
Proceedings of the Ninth International Conference on Networked Sensing, 2012

Dependable partitioning for autonomous agents in adaptive lighting environments.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012

Increasing reliability and availability in smart spaces: A novel architecture for resource and service management.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012

Workshop on Ambient Intelligence Infrastructures (WAmIi).
Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012

2011
Power-managed smart lighting using a semantic interoperability architecture.
IEEE Trans. Consumer Electron., 2011

Smart indoor solid state lighting based on a novel illumination model and implementation.
IEEE Trans. Consumer Electron., 2011

Exploring user-centered intelligent road lighting design: a road map and future research directions.
IEEE Trans. Consumer Electron., 2011

Client intelligence for adaptive streaming solutions.
Signal Process. Image Commun., 2011

Delay Performance in a Semantic Interoperability Architecture.
Proceedings of the 11th Annual International Symposium on Applications and the Internet, 2011

An Interdisciplinary Approach to Designing Adaptive Lighting Environments.
Proceedings of the 7th International Conference on Intelligent Environments, 2011

2010
Discovery, monitoring and management in smart spaces composed of low capacity nodes.
IEEE Trans. Consumer Electron., 2010

Smart lighting using LED luminaries.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

Semantic interoperability in a heterogeneous smart lighting system.
Proceedings of the 15th IEEE Symposium on Computers and Communications, 2010

2007
Delay-Distortion Optimization for Content-Adaptive Video Streaming.
IEEE Trans. Multim., 2007

End-to-end stereoscopic video streaming with content-adaptive rate and format control.
Signal Process. Image Commun., 2007

Cross-Layer Optimized Rate Adaptation and Scheduling for Multiple-User Wireless Video Streaming.
IEEE J. Sel. Areas Commun., 2007

Enhancing End-to-End QoS for Multimedia Streaming in IMS-Based Networks.
Proceedings of the Second International Conference on Systems and Networks Communications (ICSNC 2007), 2007

2006
Multiple objective optimization for video streaming (Video akıtımı için çok hedef işlevli eniyileme)
PhD thesis, 2006

Application-Layer QoS Fairness in Wireless Video Scheduling.
Proceedings of the International Conference on Image Processing, 2006

An Analysis of Constant Bitrate and Constant PSNR Video Encoding for Wireless Networks.
Proceedings of IEEE International Conference on Communications, 2006

Temporal and spatial scaling for stereoscopic video compression.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Per-GOP Bitrate Adaptation for H.264 Compressed Video Sequences.
Proceedings of the Visual Content Processing and Representation, 2005

Cross-Layer Scheduling with Content and Packet Priorities for Optimal Video Streaming over 1xEV-DO.
Proceedings of the Visual Content Processing and Representation, 2005

Minimum delay content adaptive video streaming over variable bitrate channels with a novel stream switching solution.
Proceedings of the 2005 International Conference on Image Processing, 2005

Cross-layer design for real-time video streaming over 1xEV-DO using multiple objective optimization.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

A cross-layer approach for minimum delay content adaptive video streaming over variable bitrate channels.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Optimal rate and input format control for content and context adaptive streaming of sports videos.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Optimal rate and input format control for content and context adaptive video streaming.
Proceedings of the 2004 International Conference on Image Processing, 2004


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