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Stephen Baek
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Modeling and forecasting short-term power load with copula model and deep belief network
T Ouyang, Y He, H Li, Z Sun, S Baek
IEEE Transactions on Emerging Topics in Computational Intelligence 3 (2 …, 2019
207*2019
Parametric human body shape modeling framework for human-centered product design
SY Baek, K Lee
Computer-aided design 44 (1), 56-67, 2012
1872012
Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature communications 13 (1), 7346, 2022
1622022
Deep segmentation networks predict survival of non-small cell lung cancer
S Baek, Y He, BG Allen, JM Buatti, BJ Smith, L Tong, Z Sun, J Wu, ...
Scientific reports 9 (1), 17286, 2019
1062019
Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials
S Chun, S Roy, YT Nguyen, JB Choi, HS Udaykumar, SS Baek
Scientific reports 10 (1), 13307, 2020
972020
Manufacturability analysis for additive manufacturing using a novel feature recognition technique
Y Shi, Y Zhang, S Baek, W De Backer, R Harik
Computer-Aided Design and Applications 15 (6), 941-952, 2018
902018
GaFinC: Gaze and Finger Control interface for 3D model manipulation in CAD application
J Song, S Cho, SY Baek, K Lee, H Bang
Computer-Aided Design 46, 239-245, 2014
672014
Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning
PCH Nguyen, NN Vlassis, B Bahmani, WC Sun, HS Udaykumar, SS Baek
Scientific reports 12 (1), 9034, 2022
372022
Automated bone landmarks prediction on the femur using anatomical deformation technique
SY Baek, JH Wang, I Song, K Lee, J Lee, S Koo
Computer-aided design 45 (2), 505-510, 2013
362013
NADS-Net: A nimble architecture for driver and seat belt detection via convolutional neural networks
S Chun, N Hamidi Ghalehjegh, J Choi, C Schwarz, J Gaspar, D McGehee, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
342019
Embedded spectral descriptors: learning the point-wise correspondence metric via Siamese neural networks
Z Sun, Y He, A Gritsenko, A Lendasse, S Baek
Journal of Computational Design and Engineering 7 (1), 18-29, 2020
33*2020
Machine learning prediction of fall risk in older adults using timed up and go test kinematics
V Roshdibenam, GJ Jogerst, NR Butler, S Baek
Sensors 21 (10), 3481, 2021
322021
Isometric shape interpolation
SY Baek, J Lim, K Lee
Computers & Graphics 46, 257-263, 2015
282015
Zernet: Convolutional neural networks on arbitrary surfaces via zernike local tangent space estimation
Z Sun, E Rooke, J Charton, Y He, J Lu, S Baek
Computer Graphics Forum 39 (6), 204-216, 2020
272020
ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines
A Akusok, S Baek, Y Miche, KM Björk, R Nian, P Lauren, A Lendasse
Neurocomputing 205, 247-263, 2016
252016
Shape Terra: mechanical feature recognition based on a persistent heat signature
R Harik, Y Shi, S Baek
Computer-Aided Design and Applications 14 (2), 206-218, 2017
242017
3D face model reconstruction from single 2D frontal image
SY Baek, BY Kim, K Lee
Proceedings of the 8th International Conference on Virtual Reality Continuum …, 2009
242009
Machine learning–aided exploration of relationship between strength and elastic properties in ascending thoracic aneurysm
Y Luo, Z Fan, S Baek, J Lu
International journal for numerical methods in biomedical engineering 34 (6 …, 2018
222018
Statistical foot-shape analysis for mass-customisation of footwear
SY Baek, K Lee
International Journal of Computer Aided Engineering and Technology 8 (1-2 …, 2016
202016
Machine learning model for understanding laser superhydrophobic surface functionalization
W Huang, A Samanta, Y Chen, S Baek, SK Shaw, H Ding
Journal of manufacturing processes 69, 491-502, 2021
172021
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