Özlem Durmaz Incel

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 35

Top Venues

University of Twente, Enschede, Netherlands (PHD)

Education History

University of Twente, Enschede, Netherlands

PHD

Publications

Sumeyye Agac, Özlem Durmaz Incel
Resource-efficient, sensor-based human activity recognition with lightweight deep models boosted with attention. Comput. Electr. Eng. 117 (2024)
Ahmet Yildirim, Özlem Durmaz Incel
Class-Incremental Continual Learning for Human Activity Recognition with Motion Sensors. SIU (2024)
Sumeyye Agac, Özlem Durmaz Incel
Boosting the Performance of Lightweight HAR Models with Attention and Knowledge Distillation. IE (2024)
Ozan Kiliç, Berrenur Saylam, Özlem Durmaz Incel
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning. CoRR (2023)
Berrenur Saylam, Özlem Durmaz Incel
Extracting Digital Biomarkers for Unobtrusive Stress State Screening from Multimodal Wearable Data. CoRR (2023)
Ozan Kiliç, Berrenur Saylam, Özlem Durmaz Incel
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning. ICMLT (2023)
Berrenur Saylam, Özlem Durmaz Incel
Quantifying Digital Biomarkers for Well-Being: Stress, Anxiety, Positive and Negative Affect via Wearable Devices and Their Time-Based Predictions. Sensors 23 (21) (2023)
Egemen Isgüder, Özlem Durmaz Incel
FedOpenHAR: Federated Multi-Task Transfer Learning for Sensor-Based Human Activity Recognition. CoRR (2023)
Sevda Ozge Bursa, Özlem Durmaz Incel, Gülfem Isiklar Alptekin
Personalized and motion-based human activity recognition with transfer learning and compressed deep learning models. Comput. Electr. Eng. 109 (Part A) (2023)
Utku Uslu, Özlem Durmaz Incel, Gülfem Isiklar Alptekin
Evaluation of Deep Learning Models for Continuous Authentication Using Behavioral Biometrics. KES (2023)
Sumeyye Agac, Özlem Durmaz Incel
User Authentication and Identification on Smart Glasses with Motion Sensors. SN Comput. Sci. 4 (6) (2023)
Berrenur Saylam, Özlem Durmaz Incel
Federated Learning on Edge Sensing Devices: A Review. CoRR (2023)
Sevda Özge Bursa, Özlem Durmaz Incel, Gülfem Isiklar Alptekin
Building Lightweight Deep learning Models with TensorFlow Lite for Human Activity Recognition on Mobile Devices. Ann. des Télécommunications 78 (11-12) (2023)
Sevda Ozge Bursa, Özlem Durmaz Incel, Gülfem Isiklar Alptekin
Transforming Deep Learning Models for Resource-Efficient Activity Recognition on Mobile Devices. CIoT (2022)
Sumeyye Agac, Muhammad Shoaib, Özlem Durmaz Incel
Context-aware and dynamically adaptable activity recognition with smart watches: A case study on smoking. Comput. Electr. Eng. 90 (2021)
Özlem Durmaz Incel, Seçil Günay, Yasemin Akan, Yunus Barlas, Okan Engin Basar, Gülfem Isiklar Alptekin, Mustafa Isbilen
DAKOTA: Sensor and Touch Screen-Based Continuous Authentication on a Mobile Banking Application. IEEE Access 9 (2021)
Berrenur Saylam, Muhammad Shoaib, Özlem Durmaz Incel
Exploring the parameter space of human activity recognitionwith mobile devices. Turkish J. Electr. Eng. Comput. Sci. 28 (6) (2020)
Sumeyye Agac, Muhammad Shoaib, Özlem Durmaz Incel
Smoking recognition with smartwatch sensors in different postures and impact of user's height. J. Ambient Intell. Smart Environ. 12 (3) (2020)
Murat Cihan Sorkun, Özlem Durmaz Incel, Christophe Paoli
Time series forecasting on multivariate solar radiation data using deep learning (LSTM). Turkish J. Electr. Eng. Comput. Sci. 28 (1) (2020)
Kadriye Dogan, Özlem Durmaz Incel
Mobile Device Identification via User Behavior Analysis. Innovate-Data (2019)
Nurhak Karakaya, Gülfem Isiklar Alptekin, Özlem Durmaz Incel
Using behavioral biometric sensors of mobile phones for user authentication. KES (2019)
Muhammad Shoaib, Özlem Durmaz Incel, Hans Scholten, Paul J. M. Havinga
SmokeSense: Online Activity Recognition Framework on Smartwatches. MobiCASE (2018)
Murat Cihan Sorkun, Ahmet Emre Danisman, Özlem Durmaz Incel
Human activity recognition with mobile phone sensors: Impact of sensors and window size. SIU (2018)
Özlem Durmaz Incel, Atay Ozgovde
ARService: A Smartphone based Crowd-Sourced Data Collection and Activity Recognition Framework. ANT/SEIT (2018)
Özlem Durmaz Incel, Mustafa Incel
Etiket: System for tracking the contents of the packaged food products. SIU (2018)
Selek Ceren Celik, Özlem Durmaz Incel
Semantic place prediction from crowd-sensed mobile phone data. J. Ambient Intell. Humaniz. Comput. 9 (6) (2018)
Muhammad Shoaib, Özlem Durmaz Incel, Hans Scholten, Paul J. M. Havinga
Resource consumption analysis of online activity recognition on mobile phones and smartwatches. IPCCC (2017)
Melike Yigit, Özlem Durmaz Incel, Selçuk Baktir, Vehbi C. Gungor
QoS-Aware MAC protocols utilizing sectored antenna for wireless sensor networks-based smart grid applications. Int. J. Commun. Syst. 30 (7) (2017)
Didem Gundogdu, Özlem Durmaz Incel, Albert Ali Salah, Bruno Lepri
Countrywide arrhythmia: emergency event detection using mobile phone data. EPJ Data Sci. 5 (1) (2016)
M. Aykut Yigitel, Özlem Durmaz Incel, Cem Ersoy
Dynamic BS Topology Management for Green Next Generation HetNets: An Urban Case Study. IEEE J. Sel. Areas Commun. 34 (12) (2016)
Muhammad Shoaib, Hans Scholten, Paul J. M. Havinga, Özlem Durmaz Incel
A hierarchical lazy smoking detection algorithm using smartwatch sensors. HealthCom (2016)
Ahmet Karaman, Doga Erisik, Özlem Durmaz Incel, Gülfem Isiklar Alptekin
Resource Usage Analysis of a Sensor-based Mobile Augmented Reality Application. ANT/SEIT (2016)
Selek Ceren Celik, Özlem Durmaz Incel
Semantic place prediction from mobile phone sensors. SIU (2016)
Muhammad Shoaib, Stephan Bosch, Özlem Durmaz Incel, Hans Scholten, Paul J. M. Havinga
Complex Human Activity Recognition Using Smartphone and Wrist-Worn Motion Sensors. Sensors 16 (4) (2016)
Sumeyye Konak, Fulya Turan, Muhammad Shoaib, Özlem Durmaz Incel
Feature Engineering for Activity Recognition from Wrist-worn Motion Sensors. PECCS (2016)
Doruk Coskun, Özlem Durmaz Incel, Atay Ozgovde
Phone position/placement detection using accelerometer: Impact on activity recognition. ISSNIP (2015)
Muhammad Shoaib, Stephan Bosch, Özlem Durmaz Incel, Hans Scholten, Paul J. M. Havinga
A Survey of Online Activity Recognition Using Mobile Phones. Sensors 15 (1) (2015)
Doga Erisik, Ahmet Karaman, Gülfem Isiklar Alptekin, Özlem Durmaz Incel, Okan Burcak, Mustafa Isbilen
Design of sensor-based augmented reality software (SARAS). SIU (2015)
Muhammad Shoaib, Stephan Bosch, Hans Scholten, Paul J. M. Havinga, Özlem Durmaz Incel
Towards detection of bad habits by fusing smartphone and smartwatch sensors. PerCom Workshops (2015)
Özlem Durmaz Incel
Analysis of Movement, Orientation and Rotation-Based Sensing for Phone Placement Recognition. Sensors 15 (10) (2015)
M. Aykut Yigitel, Özlem Durmaz Incel, Cem Ersoy
QoS vs. energy: A traffic-aware topology management scheme for green heterogeneous networks. Comput. Networks 78 (2015)
Muhammad Shoaib, Stephan Bosch, Özlem Durmaz Incel, Hans Scholten, Paul J. M. Havinga
Defining a Roadmap Towards Comparative Research in Online Activity Recognition on Mobile Phones. PECCS (2015)
Can Tunca, Hande Özgür Alemdar, Halil Ertan, Özlem Durmaz Incel, Cem Ersoy
Multimodal Wireless Sensor Network-Based Ambient Assisted Living in Real Homes with Multiple Residents. Sensors 14 (6) (2014)
Cagatay Sonmez, Özlem Durmaz Incel, Sinan Isik, Mehmet Yunus Donmez, Cem Ersoy
Fuzzy-based congestion control for wireless multimedia sensor networks. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Melike Yigit, Özlem Durmaz Incel, Vehbi Çagri Güngör
On the interdependency between multi-channel scheduling and tree-based routing for WSNs in smart grid environments. Comput. Networks 65 (2014)
Mehmet Yigitel, Özlem Durmaz Incel, Cem Ersoy
Dynamic base station planning with power adaptation for green wireless cellular networks. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Doruk Coskun, Özlem Durmaz Incel, Atay Ozgovde
Position-aware activity recognition on mobile phones. SIU (2014)
Muhammad Shoaib, Stephan Bosch, Özlem Durmaz Incel, Hans Scholten, Paul J. M. Havinga
Fusion of Smartphone Motion Sensors for Physical Activity Recognition. Sensors 14 (6) (2014)
Yunus Emre Ustev, Özlem Durmaz Incel, Cem Ersoy
User, device and orientation independent human activity recognition on mobile phones: challenges and a proposal. UbiComp (Adjunct Publication) (2013)
Hande Özgür Alemdar, Halil Ertan, Özlem Durmaz Incel, Cem Ersoy
ARAS human activity datasets in multiple homes with multiple residents. PervasiveHealth (2013)
Özlem Durmaz Incel, Amitabha Amitava Ghosh, Bhaskar Krishnamachari, Krishna Chintalapudi
Fast Data Collection in Tree-Based Wireless Sensor Networks. IEEE Trans. Mob. Comput. 11 (1) (2012)
Mustafa Torun, Tim van Kasteren, Özlem Durmaz Incel, Cem Ersoy
Complexity versus Page Hierarchy of a GUI for Elderly Homecare Applications. ICCHP (1) (2012)
Halil Ertan, Hande Özgür Alemdar, Özlem Durmaz Incel, Cem Ersoy
A smart couch design for improving the quality of life of the patients with cognitive diseases. SIU (2012)
Cagatay Sonmez, Sinan Isik, Mehmet Yunus Donmez, Özlem Durmaz Incel, Cem Ersoy
SUIT: A Cross Layer Image Transport Protocol with Fuzzy Logic Based Congestion Control for Wireless Multimedia Sensor Networks. NTMS (2012)
Bilgin Kosucu, Özlem Durmaz Incel, Cem Ersoy
Recruitment selection strategies for crowdsourced sensing. SIU (2012)
Mustafa Kose, Özlem Durmaz Incel, Cem Ersoy
Performance evaluation of classification methods for online activity recognition on smart phones. SIU (2012)
Özlem Durmaz Incel
A survey on multi-channel communication in wireless sensor networks. Comput. Networks 55 (13) (2011)
M. Aykut Yigitel, Özlem Durmaz Incel, Cem Ersoy
QoS-aware MAC protocols for wireless sensor networks: A survey. Comput. Networks 55 (8) (2011)
Amitabha Amitava Ghosh, Özlem Durmaz Incel, V. S. Anil Kumar, Bhaskar Krishnamachari
Multichannel Scheduling and Spanning Trees: Throughput-Delay Tradeoff for Fast Data Collection in Sensor Networks. IEEE/ACM Trans. Netw. 19 (6) (2011)
M. Aykut Yigitel, Özlem Durmaz Incel, Cem Ersoy
Design and implementation of a QoS-aware MAC protocol for Wireless Multimedia Sensor Networks. Comput. Commun. 34 (16) (2011)
Özlem Durmaz Incel, Lodewijk van Hoesel, Pierre G. Jansen, Paul J. M. Havinga
MC-LMAC: A multi-channel MAC protocol for wireless sensor networks. Ad Hoc Networks 9 (1) (2011)
M. Aykut Yigitel, Özlem Durmaz Incel, Cem Ersoy
Diff-MAC: a QoS-aware MAC protocol with differentiated services and hybrid prioritization for wireless multimedia sensor networks. Q2SWinet (2010)
Hande Özgür Alemdar, Gökhan Remzi Yavuz, Mustafa Ozan Özen, Yunus Emre Kara, Özlem Durmaz Incel, Lale Akarun, Cem Ersoy
Multi-modal fall detection within the WeCare framework. IPSN (2010)
Amitabha Amitava Ghosh, Özlem Durmaz Incel, Bhaskar Krishnamachari, Anil Vullikanti
Multi-Channel Scheduling Algorithms for Fast Aggregated Convergecast in Sensor Networks. MASS (2009)
Özlem Durmaz Incel, Pierre G. Jansen
Characterization of multi-channel interference. WiOpt (2008)
Özlem Durmaz Incel, Bhaskar Krishnamachari
Enhancing the Data Collection Rate of Tree-Based Aggregation in Wireless Sensor Networks. SECON (2008)
Özlem Durmaz Incel, Pierre G. Jansen, Stefan Dulman, Sape J. Mullender
Capacity analysis of interfering channels. PM2HW2N (2007)
Özlem Durmaz Incel, Sape J. Mullender, Pierre G. Jansen, Stefan Dulman
Measurements on the Efficiency of Overlapping Channels. SECON (2007)
Özlem Durmaz Incel, Stefan Dulman, Pierre G. Jansen, Sape J. Mullender
Multi-Channel Interference Measurements for Wireless Sensor Networks. LCN (2006)
Özlem Durmaz Incel, Stefan Dulman, Pierre G. Jansen
Multi-channel Support for Dense Wireless Sensor Networking. EuroSSC (2006)
Sebnem Baydere, Yasar Safkan, Özlem Durmaz Incel
Lifetime Analysis of Reliable Wireless Sensor Networks. IEICE Trans. Commun. (6) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Özlem Durmaz Incel