Aras Yurtman

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 12

Top Topics

Activity Recognition

Top Venues

IEEE Internet Things J.

Publications

Wim Govers, Aras Yurtman, Turgay Aslandere, Nicole Eikelenberg, Wannes Meert, Jesse Davis
Time-Shifted Transformers for Driver Identification Using Vehicle Data. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert, Hendrik Blockeel
LoCoMotif: discovering time-warped motifs in time series. Data Min. Knowl. Discov. 38 (4) (2024)
Lola Botman, Jonas Soenen, Konstantinos Theodorakos, Aras Yurtman, Jessa Bekker, Koen Vanthournout, Hendrik Blockeel, Bart De Moor, Jesus Lago
A Scalable Ensemble Approach to Forecast the Electricity Consumption of Households. IEEE Trans. Smart Grid 14 (1) (2023)
Aras Yurtman, Jonas Soenen, Wannes Meert, Hendrik Blockeel
Estimating Dynamic Time Warping Distance Between Time Series with Missing Data. ECML/PKDD (5) (2023)
Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert, Hendrik Blockeel
LoCoMotif: Discovering time-warped motifs in time series. CoRR (2023)
Aras Yurtman, Billur Barshan, Soydan Redif
Position Invariance for Wearables: Interchangeability and Single-Unit Usage via Machine Learning. IEEE Internet Things J. 8 (10) (2021)
Aras Yurtman, Billur Barshan
Novel Noniterative Orientation Estimation for Wearable Motion Sensor Units Acquiring Accelerometer, Gyroscope, and Magnetometer Measurements. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Billur Barshan, Aras Yurtman
Classifying Daily and Sports Activities Invariantly to the Positioning of Wearable Motion Sensor Units. IEEE Internet Things J. 7 (6) (2020)
Aras Yurtman, Billur Barshan, Baris Fidan
Activity Recognition Invariant to Wearable Sensor Unit Orientation Using Differential Rotational Transformations Represented by Quaternions. Sensors 18 (8) (2018)
Aras Yurtman, Billur Barshan
Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors. Sensors 17 (8) (2017)
Aras Yurtman, Billur Barshan
Human Activity Recognition Using Tag-Based Radio Frequency Localization. Appl. Artif. Intell. 30 (2) (2016)
Billur Barshan, Aras Yurtman
Investigating Inter-Subject and Inter-Activity Variations in Activity Recognition Using Wearable Motion Sensors. Comput. J. 59 (9) (2016)
Aras Yurtman, Billur Barshan
Detection and evaluation of physical therapy exercises from wearable motion sensor signals by dynamic time warping. SIU (2014)
Aras Yurtman, Billur Barshan
Automated evaluation of physical therapy exercises using multi-template dynamic time warping on wearable sensor signals. Comput. Methods Programs Biomed. 117 (2) (2014)
Aras Yurtman, Billur Barshan
Detection and Evaluation of Physical Therapy Exercises by Dynamic Time Warping Using Wearable Motion Sensor Units. ISCIS (2013)
Aras Yurtman, Billur Barshan
Human activity recognition using tag-based localization. SIU (2012)
Aras Yurtman, Billur Barshan
Investigation of personal variations in activity recognition using miniature inertial sensors and magnetometers. SIU (2012)