All Stories

  1. Personalized and motion-based human activity recognition with transfer learning and compressed deep learning models

    Article • Computers & Electrical Engineering, July 2023, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  2. On the Use of a Convolutional Block Attention Module in Deep Learning-Based Human Activity Recognition with Motion Sensors

    Article • Diagnostics, May 2023, MDPI AG

    Assoc. Prof. Özlem Durmaz Incel

  3. On-Device Deep Learning for Mobile and Wearable Sensing Applications: A Review

    Article • IEEE Sensors Journal, March 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  4. Application of different CNN based models to predict sleep quality

    Article • March 2023, ACM (Association for Computing Machinery)

    Berrenur Saylam, Assoc. Prof. Özlem Durmaz Incel

  5. Extracting Digital Biomarkers for Unobtrusive Stress State Screening from Multimodal Wearable Data

    Article • January 2023, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel, Berrenur Saylam

  6. Human Activity Recognition with Smart Watches Using Federated Learning

    Article • January 2022, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel

  7. Evaluation of Deep Learning Models for Smoking Recognition with Smartwatch and Smartphone Sensors

    Article • Balkan Journal of Electrical and Computer Engineering, October 2021, Balkan Journal of Electrical & Computer Engineering (BAJECE)

    Assoc. Prof. Özlem Durmaz Incel

  8. Context-aware and dynamically adaptable activity recognition with smart watches: A case study on smoking

    Article • Computers & Electrical Engineering, March 2021, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  9. DAKOTA: Sensor and Touch Screen-Based Continuous Authentication on a Mobile Banking Application

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  10. DAKOTA: Continuous Authentication with Behavioral Biometrics in a Mobile Banking Application

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  11. Smoking recognition with smartwatch sensors in different postures and impact of user’s height

    Article • Journal of Ambient Intelligence and Smart Environments, May 2020, IOS Press

    Assoc. Prof. Özlem Durmaz Incel

  12. Mobile Device Identification via User Behavior Analysis

    Article • January 2019, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel

  13. Resource Usage Analysis of a Mobile Banking Application using Sensor-and-Touchscreen-Based Continuous Authentication

    Article • Procedia Computer Science, January 2019, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  14. Towards Continuous Authentication on Mobile Phones using Deep Learning Models

    Article • Procedia Computer Science, January 2019, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  15. Using behavioral biometric sensors of mobile phones for user authentication

    Article • Procedia Computer Science, January 2019, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  16. Etiket: System for tracking the contents of the packaged food products

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  17. Human activity recognition with mobile phone sensors: Impact of sensors and window size

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  18. ARService: A Smartphone based Crowd-Sourced Data Collection and Activity Recognition Framework

    Article • Procedia Computer Science, January 2018, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  19. SmokeSense: Online Activity Recognition Framework on Smartwatches

    Article • January 2018, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel

  20. Resource consumption analysis of online activity recognition on mobile phones and smartwatches

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  21. Semantic place prediction from crowd-sensed mobile phone data

    Article • Journal of Ambient Intelligence and Humanized Computing, July 2017, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel

  22. Dynamic BS Topology Management for Green Next Generation HetNets: An Urban Case Study

    Article • IEEE Journal on Selected Areas in Communications, December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  23. A hierarchical lazy smoking detection algorithm using smartwatch sensors

    Article • September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  24. Countrywide arrhythmia: emergency event detection using mobile phone data

    Article • EPJ Data Science, July 2016, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel

  25. Semantic place prediction from mobile phone sensors

    Article • May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  26. Complex Human Activity Recognition Using Smartphone and Wrist-Worn Motion Sensors

    Article • Sensors, March 2016, MDPI AG

    Assoc. Prof. Özlem Durmaz Incel

  27. Feature Engineering for Activity Recognition from Wrist-worn Motion Sensors

    Article • January 2016, Scitepress

    Assoc. Prof. Özlem Durmaz Incel

  28. Resource Usage Analysis of a Sensor-based Mobile Augmented Reality Application

    Article • Procedia Computer Science, January 2016, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  29. Analysis of Movement, Orientation and Rotation-Based Sensing for Phone Placement Recognition

    Article • Sensors, October 2015, MDPI AG

    Assoc. Prof. Özlem Durmaz Incel

  30. Design of sensor-based augmented reality software (SARAS)

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  31. Phone position/placement detection using accelerometer: Impact on activity recognition

    Article • April 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  32. Towards detection of bad habits by fusing smartphone and smartwatch sensors

    Article • March 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  33. A Survey of Online Activity Recognition Using Mobile Phones

    Article • Sensors, January 2015, MDPI AG

    Assoc. Prof. Özlem Durmaz Incel

  34. Defining a Roadmap Towards Comparative Research in Online Activity Recognition on Mobile Phones

    Article • January 2015, Scitepress

    Assoc. Prof. Özlem Durmaz Incel

  35. On the interdependency between multi-channel scheduling and tree-based routing for WSNs in smart grid environments

    Article • Computer Networks, June 2014, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  36. Multimodal Wireless Sensor Network-Based Ambient Assisted Living in Real Homes with Multiple Residents

    Article • Sensors, May 2014, MDPI AG

    Assoc. Prof. Özlem Durmaz Incel

  37. Dynamic base station planning with power adaptation for green wireless cellular networks

    Article • EURASIP Journal on Wireless Communications and Networking, May 2014, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel

  38. Fuzzy-based congestion control for wireless multimedia sensor networks

    Article • EURASIP Journal on Wireless Communications and Networking, April 2014, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel

  39. Position-aware activity recognition on mobile phones

    Article • April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  40. User, device and orientation independent human activity recognition on mobile phones

    Article • September 2013, ACM (Association for Computing Machinery)

    Assoc. Prof. Özlem Durmaz Incel

  41. A Review and Taxonomy of Activity Recognition on Mobile Phones

    Article • BioNanoScience, May 2013, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel

  42. ARAS Human Activity Datasets in Multiple Homes with Multiple Residents

    Article • January 2013, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST)

    Assoc. Prof. Özlem Durmaz Incel

  43. SUIT: A Cross Layer Image Transport Protocol with Fuzzy Logic Based Congestion Control for Wireless Multimedia Sensor Networks

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  44. A smart couch design for improving the quality of life of the patients with cognitive diseases

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  45. Recruitment selection strategies for crowdsourced sensing

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  46. Multichannel Scheduling and Spanning Trees: Throughput–Delay Tradeoff for Fast Data Collection in Sensor Networks

    Article • IEEE/ACM Transactions on Networking, December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  47. Design and implementation of a QoS-aware MAC protocol for Wireless Multimedia Sensor Networks

    Article • Computer Communications, October 2011, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  48. A survey on multi-channel communication in wireless sensor networks

    Article • Computer Networks, September 2011, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  49. QoS-aware MAC protocols for wireless sensor networks: A survey

    Article • Computer Networks, June 2011, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  50. MC-LMAC: A multi-channel MAC protocol for wireless sensor networks

    Article • Ad Hoc Networks, January 2011, Elsevier

    Assoc. Prof. Özlem Durmaz Incel

  51. Multi-modal fall detection within the WeCare framework

    Article • April 2010, ACM (Association for Computing Machinery)

    Assoc. Prof. Özlem Durmaz Incel

  52. A robust multimodal fall detection method for ambient assisted living applications

    Article • April 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  53. Bounded-Degree Minimum-Radius Spanning Trees for Fast Data Collection in Sensor Networks

    Article • March 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  54. Multi-channel scheduling algorithms for fast aggregated convergecast in sensor networks

    Article • October 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  55. Characterization of multi-channel interference

    Article • April 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  56. Capacity analysis of interfering channels

    Article • October 2007, ACM (Association for Computing Machinery)

    Assoc. Prof. Özlem Durmaz Incel

  57. Poster Abstract: Measurements on the Efficiency of Overlapping Channels

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  58. Measurements on the Efficiency of Overlapping Channels

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Assoc. Prof. Özlem Durmaz Incel

  59. Multi-channel Support for Dense Wireless Sensor Networking

    Article • January 2006, Springer Science + Business Media

    Assoc. Prof. Özlem Durmaz Incel