Özlem Durmaz Incel
Orcid: 0000-0002-6229-7343Affiliations:
- Bogazici University, Istanbul, Turkey
According to our database1,
Özlem Durmaz Incel
authored at least 72 papers
between 2005 and 2024.
Collaborative distances:
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Bibliography
2024
Resource-efficient, sensor-based human activity recognition with lightweight deep models boosted with attention.
Comput. Electr. Eng., 2024
Class-Incremental Continual Learning for Human Activity Recognition with Motion Sensors.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024
Boosting the Performance of Lightweight HAR Models with Attention and Knowledge Distillation.
Proceedings of the International Conference on Intelligent Environments, 2024
2023
SN Comput. Sci., November, 2023
Quantifying Digital Biomarkers for Well-Being: Stress, Anxiety, Positive and Negative Affect via Wearable Devices and Their Time-Based Predictions.
Sensors, November, 2023
Building Lightweight Deep learning Models with TensorFlow Lite for Human Activity Recognition on Mobile Devices.
Ann. des Télécommunications, November, 2023
Personalized and motion-based human activity recognition with transfer learning and compressed deep learning models.
Comput. Electr. Eng., July, 2023
FedOpenHAR: Federated Multi-Task Transfer Learning for Sensor-Based Human Activity Recognition.
CoRR, 2023
Extracting Digital Biomarkers for Unobtrusive Stress State Screening from Multimodal Wearable Data.
CoRR, 2023
Evaluation of Deep Learning Models for Continuous Authentication Using Behavioral Biometrics.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning.
Proceedings of the 8th International Conference on Machine Learning Technologies, 2023
2022
Transforming Deep Learning Models for Resource-Efficient Activity Recognition on Mobile Devices.
Proceedings of the 5th Conference on Cloud and Internet of Things, 2022
2021
Context-aware and dynamically adaptable activity recognition with smart watches: A case study on smoking.
Comput. Electr. Eng., 2021
DAKOTA: Sensor and Touch Screen-Based Continuous Authentication on a Mobile Banking Application.
IEEE Access, 2021
2020
Smoking recognition with smartwatch sensors in different postures and impact of user's height.
J. Ambient Intell. Smart Environ., 2020
Time series forecasting on multivariate solar radiation data using deep learning (LSTM).
Turkish J. Electr. Eng. Comput. Sci., 2020
Turkish J. Electr. Eng. Comput. Sci., 2020
2019
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
Proceedings of the Big Data Innovations and Applications, 2019
2018
J. Ambient Intell. Humaniz. Comput., 2018
Human activity recognition with mobile phone sensors: Impact of sensors and window size.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the Mobile Computing, Applications, and Services, 2018
ARService: A Smartphone based Crowd-Sourced Data Collection and Activity Recognition Framework.
Proceedings of the 9th International Conference on Ambient Systems, 2018
2017
QoS-Aware MAC protocols utilizing sectored antenna for wireless sensor networks-based smart grid applications.
Int. J. Commun. Syst., 2017
Resource consumption analysis of online activity recognition on mobile phones and smartwatches.
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017
2016
Sensors, 2016
Dynamic BS Topology Management for Green Next Generation HetNets: An Urban Case Study.
IEEE J. Sel. Areas Commun., 2016
EPJ Data Sci., 2016
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Proceedings of the 6th International Joint Conference on Pervasive and Embedded Computing and Communication Systems (PECCS 2016), 2016
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016
Proceedings of the 7th International Conference on Ambient Systems, 2016
2015
Analysis of Movement, Orientation and Rotation-Based Sensing for Phone Placement Recognition.
Sensors, 2015
QoS vs. energy: A traffic-aware topology management scheme for green heterogeneous networks.
Comput. Networks, 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015
Defining a Roadmap Towards Comparative Research in Online Activity Recognition on Mobile Phones.
Proceedings of the PECCS 2015, 2015
Phone position/placement detection using accelerometer: Impact on activity recognition.
Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015
2014
Multimodal Wireless Sensor Network-Based Ambient Assisted Living in Real Homes with Multiple Residents.
Sensors, 2014
Dynamic base station planning with power adaptation for green wireless cellular networks.
EURASIP J. Wirel. Commun. Netw., 2014
EURASIP J. Wirel. Commun. Netw., 2014
On the interdependency between multi-channel scheduling and tree-based routing for WSNs in smart grid environments.
Comput. Networks, 2014
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014
2013
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013
User, device and orientation independent human activity recognition on mobile phones: challenges and a proposal.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
2012
IEEE Trans. Mob. Comput., 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Performance evaluation of classification methods for online activity recognition on smart phones.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
A smart couch design for improving the quality of life of the patients with cognitive diseases.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
SUIT: A Cross Layer Image Transport Protocol with Fuzzy Logic Based Congestion Control for Wireless Multimedia Sensor Networks.
Proceedings of the 5th International Conference on New Technologies, 2012
Proceedings of the Computers Helping People with Special Needs, 2012
2011
Proceedings of the Theoretical Aspects of Distributed Computing in Sensor Networks, 2011
Multichannel Scheduling and Spanning Trees: Throughput-Delay Tradeoff for Fast Data Collection in Sensor Networks.
IEEE/ACM Trans. Netw., 2011
Design and implementation of a QoS-aware MAC protocol for Wireless Multimedia Sensor Networks.
Comput. Commun., 2011
Comput. Networks, 2011
Comput. Networks, 2011
Ad Hoc Networks, 2011
2010
Diff-MAC: a QoS-aware MAC protocol with differentiated services and hybrid prioritization for wireless multimedia sensor networks.
Proceedings of the Q2SWinet'10, 2010
Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010
2009
PhD thesis, 2009
Multi-Channel Scheduling Algorithms for Fast Aggregated Convergecast in Sensor Networks.
Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009
2008
Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008
Enhancing the Data Collection Rate of Tree-Based Aggregation in Wireless Sensor Networks.
Proceedings of the Fifth Annual IEEE Communications Society Conference on Sensor, 2008
2007
Proceedings of the Fourth Annual IEEE Communications Society Conference on Sensor, 2007
Proceedings of the 2nd ACM Workshop on Performance Monitoring and Measurement of Heterogeneous Wireless and Wired Networks, 2007
2006
Proceedings of the LCN 2006, 2006
Proceedings of the Smart Sensing and Context, First European Conference, EuroSSC 2006, 2006
2005