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ORCIDAras Yurtman
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- affiliation: Bilkent University, Ankara, Turkey
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2020 – today
- 2024
[j11]Daan Van Wesenbeeck
, Aras Yurtman, Wannes Meert, Hendrik Blockeel:
LoCoMotif: discovering time-warped motifs in time series. Data Min. Knowl. Discov. 38(4): 2276-2305 (2024)- [j10]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): 3767-3776 (2024) - 2023
- [j9]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): 757-768 (2023) - [c5]Aras Yurtman, Jonas Soenen, Wannes Meert, Hendrik Blockeel:
Estimating Dynamic Time Warping Distance Between Time Series with Missing Data. ECML/PKDD (5) 2023: 221-237 - [i1]Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert, Hendrik Blockeel:
LoCoMotif: Discovering time-warped motifs in time series. CoRR abs/2311.17582 (2023) - 2022
- [d1]Aras Yurtman, Billur Barshan:
Physical Therapy Exercises Dataset. UCI Machine Learning Repository, 2022
- 2021
- [j8]Aras Yurtman, Billur Barshan, Soydan Redif:
Position Invariance for Wearables: Interchangeability and Single-Unit Usage via Machine Learning. IEEE Internet Things J. 8(10): 8328-8342 (2021) - 2020
- [j7]Billur Barshan, Aras Yurtman:
Classifying Daily and Sports Activities Invariantly to the Positioning of Wearable Motion Sensor Units. IEEE Internet Things J. 7(6): 4801-4815 (2020) - [j6]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): 3206-3215 (2020)
2010 – 2019
- 2018
- [j5]Aras Yurtman, Billur Barshan, Baris Fidan:
Activity Recognition Invariant to Wearable Sensor Unit Orientation Using Differential Rotational Transformations Represented by Quaternions. Sensors 18(8): 2725 (2018) - 2017
- [j4]Aras Yurtman, Billur Barshan:
Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors. Sensors 17(8): 1838 (2017) - 2016
- [j3]Aras Yurtman, Billur Barshan:
Human Activity Recognition Using Tag-Based Radio Frequency Localization. Appl. Artif. Intell. 30(2): 153-179 (2016) - [j2]Billur Barshan, Aras Yurtman:
Investigating Inter-Subject and Inter-Activity Variations in Activity Recognition Using Wearable Motion Sensors. Comput. J. 59(9): 1345-1362 (2016) - 2014
- [j1]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): 189-207 (2014) - [c4]Aras Yurtman, Billur Barshan:
Detection and evaluation of physical therapy exercises from wearable motion sensor signals by dynamic time warping. SIU 2014: 1491-1494 - 2013
- [c3]Aras Yurtman, Billur Barshan:
Detection and Evaluation of Physical Therapy Exercises by Dynamic Time Warping Using Wearable Motion Sensor Units. ISCIS 2013: 305-314 - 2012
- [c2]Aras Yurtman, Billur Barshan:
Human activity recognition using tag-based localization. SIU 2012: 1-4 - [c1]Aras Yurtman, Billur Barshan:
Investigation of personal variations in activity recognition using miniature inertial sensors and magnetometers. SIU 2012: 1-4
Coauthor Index
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