Aras Yurtman

24 papers Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Correction: Steering the LoCoMotif: Using domain knowledge in time series motif discovery.
Data Min. Knowl. Discov.
Aras Yurtman, Daan Van Wesenbeeck, Wannes Meert, Hendrik Blockeel
2026 J jnl
Quantitative evaluation of motif sets in time series.
Data Min. Knowl. Discov.
Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert, Hendrik Blockeel
2025 J jnl
Steering the LoCoMotif: Using Domain Knowledge in Time Series Motif Discovery.
CoRR
Aras Yurtman, Daan Van Wesenbeeck, Wannes Meert, Hendrik Blockeel
2025 J jnl
Steering the LoCoMotif: Using domain knowledge in time series motif discovery.
Data Min. Knowl. Discov.
Aras Yurtman, Daan Van Wesenbeeck, Wannes Meert, Hendrik Blockeel
2024 J jnl
Fast and interpretable electricity consumption scenario generation for individual consumers.
CoRR
Jonas Soenen, Aras Yurtman, Thijs Becker, Koen Vanthournout, Hendrik Blockeel
2024 J jnl
LoCoMotif: discovering time-warped motifs in time series.
Data Min. Knowl. Discov.
Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert, Hendrik Blockeel
2024 J jnl
Quantitative Evaluation of Motif Sets in Time Series.
CoRR
Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert, Hendrik Blockeel
2024 J jnl
Time-Shifted Transformers for Driver Identification Using Vehicle Data.
IEEE Trans. Intell. Transp. Syst.
Wim Govers, Aras Yurtman, Turgay Aslandere, Nicole Eikelenberg, Wannes Meert, Jesse Davis
2023 J jnl
A Scalable Ensemble Approach to Forecast the Electricity Consumption of Households.
IEEE Trans. Smart Grid
Lola Botman, Jonas Soenen, Konstantinos Theodorakos, Aras Yurtman, Jessa Bekker, Koen Vanthournout, Hendrik Blockeel, Bart De Moor, Jesus Lago
2023 — conf
Estimating Dynamic Time Warping Distance Between Time Series with Missing Data.
ECML/PKDD (5)
Aras Yurtman, Jonas Soenen, Wannes Meert, Hendrik Blockeel
2023 — conf
LinC: Explaining Time Series Clusterings with User-Provided Constraints.
PKDD/ECML Workshops (3)
Simiao Lin, Aras Yurtman, Jonas Soenen, Hendrik Blockeel
2023 J jnl
LoCoMotif: Discovering time-warped motifs in time series.
CoRR
Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert, Hendrik Blockeel
2021 J jnl
Position Invariance for Wearables: Interchangeability and Single-Unit Usage via Machine Learning.
IEEE Internet Things J.
Aras Yurtman, Billur Barshan, Soydan Redif
2020 J jnl
Classifying Daily and Sports Activities Invariantly to the Positioning of Wearable Motion Sensor Units.
IEEE Internet Things J.
Billur Barshan, Aras Yurtman
2020 J jnl
Novel Noniterative Orientation Estimation for Wearable Motion Sensor Units Acquiring Accelerometer, Gyroscope, and Magnetometer Measurements.
IEEE Trans. Instrum. Meas.
Aras Yurtman, Billur Barshan
2018 J jnl
Activity Recognition Invariant to Wearable Sensor Unit Orientation Using Differential Rotational Transformations Represented by Quaternions.
Sensors
Aras Yurtman, Billur Barshan, Baris Fidan
2017 J jnl
Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors.
Sensors
Aras Yurtman, Billur Barshan
2016 J jnl
Human Activity Recognition Using Tag-Based Radio Frequency Localization.
Appl. Artif. Intell.
Aras Yurtman, Billur Barshan
2016 J jnl
Investigating Inter-Subject and Inter-Activity Variations in Activity Recognition Using Wearable Motion Sensors.
Comput. J.
Billur Barshan, Aras Yurtman
2014 J jnl
Automated evaluation of physical therapy exercises using multi-template dynamic time warping on wearable sensor signals.
Comput. Methods Programs Biomed.
Aras Yurtman, Billur Barshan
2014 — conf
Detection and evaluation of physical therapy exercises from wearable motion sensor signals by dynamic time warping.
SIU
Aras Yurtman, Billur Barshan
2013 — conf
Detection and Evaluation of Physical Therapy Exercises by Dynamic Time Warping Using Wearable Motion Sensor Units.
ISCIS
Aras Yurtman, Billur Barshan
2012 — conf
Human activity recognition using tag-based localization.
SIU
Aras Yurtman, Billur Barshan
2012 — conf
Investigation of personal variations in activity recognition using miniature inertial sensors and magnetometers.
SIU
Aras Yurtman, Billur Barshan