Aras Yurtman

University of Mons — Belgium

Computer Science · Physical Sciences

9h-index331citations29works0.82yr avg
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Research Topics

Context-Aware Activity Recognition Systems(16), Time Series Analysis and Forecasting(13), Indoor and Outdoor Localization Technologies(6), Anomaly Detection Techniques and Applications(6), Gait Recognition and Analysis(4)

Publications29 total

Quantitative evaluation of motif sets in time series
Data Mining and Knowledge Discovery·2025
Correction: Steering the LoCoMotif: Using domain knowledge in time series motif discovery
Data Mining and Knowledge Discovery·2025Open Access
Steering the LoCoMotif: Using domain knowledge in time series motif discovery
Data Mining and Knowledge Discovery·2025
Steering the LoCoMotif: Using Domain Knowledge in Time Series Motif Discovery
arXiv (Cornell University)·2025Open Access
LinC: Explaining Time Series Clusterings with User-Provided Constraints
Communications in computer and information science·2024· 1 cited
Quantitative Evaluation of Motif Sets in Time Series
arXiv (Cornell University)·2024· 1 citedOpen Access
Fast and interpretable electricity consumption scenario generation for individual consumers
arXiv (Cornell University)·2024Open Access
LoCoMotif: discovering time-warped motifs in time series
Data Mining and Knowledge Discovery·2024· 4 citedOpen Access
LoCoMotif: Discovering time-warped motifs in time series
arXiv (Cornell University)·2023· 1 citedOpen Access
Time-Shifted Transformers for Driver Identification Using Vehicle Data
IEEE Transactions on Intelligent Transportation Systems·2023· 8 citedOpen Access
Scenario generation of residential electricity consumption through sampling of historical data
Sustainable Energy Grids and Networks·2023· 9 citedOpen Access
Estimating Dynamic Time Warping Distance Between Time Series with Missing Data
Lecture notes in computer science·2023· 3 citedOpen Access
A Scalable Ensemble Approach to Forecast the Electricity Consumption of Households
IEEE Transactions on Smart Grid·2022· 18 citedOpen Access
Position Invariance for Wearables: Interchangeability and Single-Unit Usage via Machine Learning
IEEE Internet of Things Journal·2020· 7 citedOpen Access
Classifying Daily and Sports Activities Invariantly to the Positioning of Wearable Motion Sensor Units
IEEE Internet of Things Journal·2020· 41 citedOpen Access
Novel Noniterative Orientation Estimation for Wearable Motion Sensor Units Acquiring Accelerometer, Gyroscope, and Magnetometer Measurements
IEEE Transactions on Instrumentation and Measurement·2019· 24 cited
Activity recognition invariant to position and orientation of wearable motion sensor units
Bilkent University Institutional Repository (Bilkent University)·2019· 3 citedOpen Access
Activity Recognition Invariant to Wearable Sensor Unit Orientation Using Differential Rotational Transformations Represented by Quaternions
Sensors·2018· 23 citedOpen Access
Classifying Daily Activities Regardless of Wearable Motion Sensor Orientation
Lirias (KU Leuven)·2018· 1 citedOpen Access
Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors
Sensors·2017· 62 citedOpen Access
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Frequent Co-authors

Billur Barshan(14), Hendrik Blockeel(12), Wannes Meert(10), Daan Van Wesenbeeck(7), Jonas Soenen(5), Koen Vanthournout(3), Barış Fi̇dan(1), Lola Botman(1), Konstantinos Theodorakos(1), Jessa Bekker(1), Bart De Moor(1), Jesus Lago(1), Thijs Becker(1), Reinhilde D’hulst(1), Turgay Aslandere(1), Nicole Eikelenberg(1), Jesse Davis(1), Soydan Redif(1), Simiao Lin(1), Tristan Becker(1)