Aras Yurtman

According to our database, Aras Yurtman authored at least 17 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

LoCoMotif: discovering time-warped motifs in time series.

Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert, Hendrik Blockeel

Data Min. Knowl. Discov., July, 2024

Time-Shifted Transformers for Driver Identification Using Vehicle Data.

Wim Govers, Aras Yurtman, Turgay Aslandere, Nicole Eikelenberg, Wannes Meert, Jesse Davis

IEEE Trans. Intell. Transp. Syst., May, 2024

2023

A Scalable Ensemble Approach to Forecast the Electricity Consumption of Households.

Lola Botman, Jonas Soenen, Konstantinos Theodorakos, Aras Yurtman, Jessa Bekker, Koen Vanthournout, Hendrik Blockeel, Bart De Moor, Jesus Lago

IEEE Trans. Smart Grid, 2023

Estimating Dynamic Time Warping Distance Between Time Series with Missing Data.

Aras Yurtman, Jonas Soenen, Wannes Meert, Hendrik Blockeel

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

2022

Physical Therapy Exercises Dataset.

Aras Yurtman, Billur Barshan

Dataset, May, 2022

2021

Position Invariance for Wearables: Interchangeability and Single-Unit Usage via Machine Learning.

Aras Yurtman, Billur Barshan, Soydan Redif

IEEE Internet Things J., 2021

2020

Novel Noniterative Orientation Estimation for Wearable Motion Sensor Units Acquiring Accelerometer, Gyroscope, and Magnetometer Measurements.

Aras Yurtman, Billur Barshan

IEEE Trans. Instrum. Meas., 2020

Classifying Daily and Sports Activities Invariantly to the Positioning of Wearable Motion Sensor Units.

Billur Barshan, Aras Yurtman

IEEE Internet Things J., 2020

2018

Activity Recognition Invariant to Wearable Sensor Unit Orientation Using Differential Rotational Transformations Represented by Quaternions.

Aras Yurtman, Billur Barshan, Baris Fidan

Sensors, 2018

2017

Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors.

Aras Yurtman, Billur Barshan

Sensors, 2017

2016

Investigating Inter-Subject and Inter-Activity Variations in Activity Recognition Using Wearable Motion Sensors.

Billur Barshan, Aras Yurtman

Comput. J., 2016

Human Activity Recognition Using Tag-Based Radio Frequency Localization.

Aras Yurtman, Billur Barshan

Appl. Artif. Intell., 2016

2014

Automated evaluation of physical therapy exercises using multi-template dynamic time warping on wearable sensor signals.

Aras Yurtman, Billur Barshan

Comput. Methods Programs Biomed., 2014

Detection and evaluation of physical therapy exercises from wearable motion sensor signals by dynamic time warping.

Aras Yurtman, Billur Barshan

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013

Detection and Evaluation of Physical Therapy Exercises by Dynamic Time Warping Using Wearable Motion Sensor Units.

Aras Yurtman, Billur Barshan

Proceedings of the Information Sciences and Systems 2013, 2013

2012

Investigation of personal variations in activity recognition using miniature inertial sensors and magnetometers.

Aras Yurtman, Billur Barshan

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Human activity recognition using tag-based localization.

Aras Yurtman, Billur Barshan

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012