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ORCIDÖzlem Durmaz Incel
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- affiliation: Bogazici University, Istanbul, Turkey
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2020 – today
- 2024
[j30]Sumeyye Agac
, Özlem Durmaz Incel:
Resource-efficient, sensor-based human activity recognition with lightweight deep models boosted with attention. Comput. Electr. Eng. 117: 109274 (2024)- [c37]Sumeyye Agac, Özlem Durmaz Incel:
Boosting the Performance of Lightweight HAR Models with Attention and Knowledge Distillation. IE 2024: 1-8 - [c36]Ahmet Yildirim, Özlem Durmaz Incel:
Class-Incremental Continual Learning for Human Activity Recognition with Motion Sensors. SIU 2024: 1-4 - 2023
- [j29]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): 687-702 (2023) - [j28]Sevda Özge 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): 108777 (2023) - [j27]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): 8987 (2023) - [j26]Sumeyye Agac, Özlem Durmaz Incel:
User Authentication and Identification on Smart Glasses with Motion Sensors. SN Comput. Sci. 4(6): 761 (2023) - [c35]Ozan Kiliç, Berrenur Saylam, Özlem Durmaz Incel:
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning. ICMLT 2023: 116-120 - [c34]Utku Uslu, Özlem Durmaz Incel, Gülfem Isiklar Alptekin:
Evaluation of Deep Learning Models for Continuous Authentication Using Behavioral Biometrics. KES 2023: 1272-1281 - [i4]Berrenur Saylam, Özlem Durmaz Incel:
Extracting Digital Biomarkers for Unobtrusive Stress State Screening from Multimodal Wearable Data. CoRR abs/2303.04484 (2023) - [i3]Ozan Kiliç, Berrenur Saylam, Özlem Durmaz Incel:
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning. CoRR abs/2303.06028 (2023) - [i2]Berrenur Saylam, Özlem Durmaz Incel:
Federated Learning on Edge Sensing Devices: A Review. CoRR abs/2311.01201 (2023) - [i1]Egemen Isgüder, Özlem Durmaz Incel:
FedOpenHAR: Federated Multi-Task Transfer Learning for Sensor-Based Human Activity Recognition. CoRR abs/2311.07765 (2023) - 2022
- [c33]Sevda Özge Bursa, Özlem Durmaz Incel, Gülfem Isiklar Alptekin:
Transforming Deep Learning Models for Resource-Efficient Activity Recognition on Mobile Devices. CIoT 2022: 83-89 - 2021
- [j25]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: 38943-38960 (2021) - [j24]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: 106949 (2021) - 2020
- [j23]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): 211-223 (2020) - [j22]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) - [j21]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): 239-261 (2020)
2010 – 2019
- 2019
- [c32]Kadriye Dogan, Özlem Durmaz Incel:
Mobile Device Identification via User Behavior Analysis. Innovate-Data 2019: 32-46 - [c31]Nurhak Karakaya, Gülfem Isiklar Alptekin, Özlem Durmaz Incel:
Using behavioral biometric sensors of mobile phones for user authentication. KES 2019: 475-484 - 2018
- [j20]Selek Ceren Celik, Özlem Durmaz Incel:
Semantic place prediction from crowd-sensed mobile phone data. J. Ambient Intell. Humaniz. Comput. 9(6): 2109-2124 (2018) - [c30]Özlem Durmaz Incel, Atay Ozgovde:
ARService: A Smartphone based Crowd-Sourced Data Collection and Activity Recognition Framework. ANT/SEIT 2018: 1019-1024 - [c29]Muhammad Shoaib, Özlem Durmaz Incel, Hans Scholten, Paul J. M. Havinga:
SmokeSense: Online Activity Recognition Framework on Smartwatches. MobiCASE 2018: 106-124 - [c28]Özlem Durmaz Incel, Mustafa Incel:
Etiket: System for tracking the contents of the packaged food products. SIU 2018: 1-4 - [c27]Murat Cihan Sorkun, Ahmet Emre Danisman, Özlem Durmaz Incel:
Human activity recognition with mobile phone sensors: Impact of sensors and window size. SIU 2018: 1-4 - 2017
- [j19]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) - [c26]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: 1-6 - 2016
- [j18]Didem Gundogdu, Özlem Durmaz Incel, Albert Ali Salah, Bruno Lepri:
Countrywide arrhythmia: emergency event detection using mobile phone data. EPJ Data Sci. 5(1): 25 (2016) - [j17]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): 3482-3498 (2016) - [j16]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): 426 (2016) - [c25]Ahmet Karaman, Doga Erisik, Özlem Durmaz Incel, Gülfem Isiklar Alptekin:
Resource Usage Analysis of a Sensor-based Mobile Augmented Reality Application. ANT/SEIT 2016: 300-304 - [c24]Muhammad Shoaib, Hans Scholten, Paul J. M. Havinga, Özlem Durmaz Incel:
A hierarchical lazy smoking detection algorithm using smartwatch sensors. HealthCom 2016: 1-6 - [c23]Sumeyye Konak, Fulya Turan, Muhammad Shoaib, Özlem Durmaz Incel:
Feature Engineering for Activity Recognition from Wrist-worn Motion Sensors. PECCS 2016: 76-84 - [c22]Selek Ceren Celik, Özlem Durmaz Incel:
Semantic place prediction from mobile phone sensors. SIU 2016: 1021-1024 - 2015
- [j15]M. Aykut Yigitel, Özlem Durmaz Incel, Cem Ersoy:
QoS vs. energy: A traffic-aware topology management scheme for green heterogeneous networks. Comput. Networks 78: 130-139 (2015) - [j14]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): 2059-2085 (2015) - [j13]Özlem Durmaz Incel:
Analysis of Movement, Orientation and Rotation-Based Sensing for Phone Placement Recognition. Sensors 15(10): 25474-25506 (2015) - [c21]Doruk Coskun, Özlem Durmaz Incel, Atay Ozgovde:
Phone position/placement detection using accelerometer: Impact on activity recognition. ISSNIP 2015: 1-6 - [c20]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: 154-159 - [c19]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: 591-596 - [c18]Doga Erisik, Ahmet Karaman, Gülfem Isiklar Alptekin, Özlem Durmaz Incel, Okan Burcak, Mustafa Isbilen:
Design of sensor-based augmented reality software (SARAS). SIU 2015: 2218-2221 - 2014
- [j12]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: 1-20 (2014) - [j11]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: 63 (2014) - [j10]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: 77 (2014) - [j9]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): 9692-9719 (2014) - [j8]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): 10146-10176 (2014) - [c17]Doruk Coskun, Özlem Durmaz Incel, Atay Ozgovde:
Position-aware activity recognition on mobile phones. SIU 2014: 1930-1933 - 2013
- [c16]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: 1427-1436 - [c15]Hande Özgür Alemdar, Halil Ertan, Özlem Durmaz Incel, Cem Ersoy:
ARAS human activity datasets in multiple homes with multiple residents. PervasiveHealth 2013: 232-235 - 2012
- [j7]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): 86-99 (2012) - [c14]Mustafa Torun, Tim van Kasteren, Özlem Durmaz Incel, Cem Ersoy:
Complexity versus Page Hierarchy of a GUI for Elderly Homecare Applications. ICCHP (1) 2012: 689-696 - [c13]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: 1-6 - [c12]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: 1-4 - [c11]Mustafa Kose, Özlem Durmaz Incel, Cem Ersoy:
Performance evaluation of classification methods for online activity recognition on smart phones. SIU 2012: 1-4 - [c10]Bilgin Kosucu, Özlem Durmaz Incel, Cem Ersoy:
Recruitment selection strategies for crowdsourced sensing. SIU 2012: 1-4 - 2011
- [j6]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): 73-94 (2011) - [j5]M. Aykut Yigitel, Özlem Durmaz Incel, Cem Ersoy:
QoS-aware MAC protocols for wireless sensor networks: A survey. Comput. Networks 55(8): 1982-2004 (2011) - [j4]Özlem Durmaz Incel:
A survey on multi-channel communication in wireless sensor networks. Comput. Networks 55(13): 3081-3099 (2011) - [j3]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): 1991-2001 (2011) - [j2]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): 1731-1744 (2011) - [p1]Özlem Durmaz Incel, Amitabha Amitava Ghosh, Bhaskar Krishnamachari:
Scheduling Algorithms for Tree-Based Data Collection in Wireless Sensor Networks. Theoretical Aspects of Distributed Computing in Sensor Networks 2011: 407-445 - 2010
- [c9]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: 436-437 - [c8]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: 62-69
2000 – 2009
- 2009
- [b1]Özlem Durmaz Incel:
Multi-channel wireless sensor networks : protocols, design and evaluation. University of Twente, Enschede, Netherlands, 2009 - [c7]Amitabha Amitava Ghosh, Özlem Durmaz Incel, Bhaskar Krishnamachari, Anil Vullikanti:
Multi-Channel Scheduling Algorithms for Fast Aggregated Convergecast in Sensor Networks. MASS 2009: 363-372 - 2008
- [c6]Özlem Durmaz Incel, Bhaskar Krishnamachari:
Enhancing the Data Collection Rate of Tree-Based Aggregation in Wireless Sensor Networks. SECON 2008: 569-577 - [c5]Özlem Durmaz Incel, Pierre G. Jansen:
Characterization of multi-channel interference. WiOpt 2008: 429-435 - 2007
- [c4]Özlem Durmaz Incel, Pierre G. Jansen, Stefan Dulman, Sape J. Mullender:
Capacity analysis of interfering channels. PM2HW2N 2007: 11-18 - [c3]Özlem Durmaz Incel, Sape J. Mullender, Pierre G. Jansen, Stefan Dulman:
Measurements on the Efficiency of Overlapping Channels. SECON 2007: 689-690 - 2006
- [c2]Özlem Durmaz Incel, Stefan Dulman, Pierre G. Jansen:
Multi-channel Support for Dense Wireless Sensor Networking. EuroSSC 2006: 1-14 - [c1]Özlem Durmaz Incel, Stefan Dulman, Pierre G. Jansen, Sape J. Mullender:
Multi-Channel Interference Measurements for Wireless Sensor Networks. LCN 2006: 694-701 - 2005
- [j1]Sebnem Baydere, Yasar Safkan, Özlem Durmaz Incel:
Lifetime Analysis of Reliable Wireless Sensor Networks. IEICE Trans. Commun. 88-B(6): 2465-2472 (2005)
Coauthor Index
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last updated on 2024-10-07 21:20 CEST by the dblp team
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