Terry Taewoong Um

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 9

Top Topics

Hyperparameters

Ensemble Learning

Convolutional Neural Networks

Top Venues

Publications

Muriel Lang, Franz Michael Josef Pfister, Jakob Fröhner, Kian Abedinpour, Daniel Pichler, Urban Fietzek, Terry Taewoong Um, Dana Kulic, Satoshi Endo, Sandra Hirche
A Multi-Layer Gaussian Process for Motor Symptom Estimation in People With Parkinson's Disease. IEEE Trans. Biomed. Eng. 66 (11) (2019)
Muriel Lang, Urban Fietzek, Jakob Fröhner, Franz Michael Josef Pfister, Daniel Pichler, Kian Abedinpour, Terry Taewoong Um, Dana Kulic, Satoshi Endo, Sandra Hirche
A Multi-layer Gaussian Process for Motor Symptom Estimation in People with Parkinson's Disease. CoRR (2018)
Terry Taewoong Um, Franz Michael Josef Pfister, Daniel Christian Pichler, Satoshi Endo, Muriel Lang, Sandra Hirche, Urban Fietzek, Dana Kulic
Parkinson's Disease Assessment from a Wrist-Worn Wearable Sensor in Free-Living Conditions: Deep Ensemble Learning and Visualization. CoRR (2018)
Terry Taewoong Um, Vahid Babakeshizadeh, Dana Kulic
Exercise motion classification from large-scale wearable sensor data using convolutional neural networks. IROS (2017)
Terry Taewoong Um, Franz Michael Josef Pfister, Daniel Pichler, Satoshi Endo, Muriel Lang, Sandra Hirche, Urban Fietzek, Dana Kulic
Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks. CoRR (2017)
Terry Taewoong Um, Franz Michael Josef Pfister, Daniel Pichler, Satoshi Endo, Muriel Lang, Sandra Hirche, Urban Fietzek, Dana Kulic
Data augmentation of wearable sensor data for parkinson's disease monitoring using convolutional neural networks. ICMI (2017)
Terry Taewoong Um, Vahid Babakeshizadeh, Dana Kulic
Exercise Motion Classification from Large-Scale Wearable Sensor Data Using Convolutional Neural Networks. CoRR (2016)
Terry Taewoong Um, Dana Kulic
An unsupervised approach to detecting and isolating athletic movements. EMBC (2016)
Beobkyoon Kim, Terry Taewoong Um, Chansu Suh, Frank C. Park
Tangent bundle RRT: A randomized algorithm for constrained motion planning. Robotica 34 (1) (2016)
Terry Taewoong Um, Myoung Soo Park, Jung-Min Park
Independent Joint Learning: A novel task-to-task transfer learning scheme for robot models. ICRA (2014)
Chansu Suh, Terry Taewoong Um, Beobkyoon Kim, Hakjong Noh, Munsang Kim, Frank C. Park
Tangent space RRT: A randomized planning algorithm on constraint manifolds. ICRA (2011)