2015 – Data Science Laboratory

DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks

Byunghan Lee, Taehoon Lee, Byunggook Na, and Sungroh Yoon, in NIPS Workshop on Machine Learning in Computational Biology/Systems Biology, Montreal, Canada, December 2015.
paper link

22 December 2015

Byunggook Na, Byunghan Lee, Conference, Sungroh Yoon, Taehoon Lee

Distributed Ensemble Learning for Analyzing Nationwide Health-Insurance Databases

Heonseok Ha, Jinkyu Kim, Jaehong Park and Sungroh Yoon, in NIPS Workshop on Machine Learning in Machine Learning for Healthcare, Montreal, Canada, December 2015.
link

02 December 2015

Conference, Heonseok Ha, Jinkyu Kim, Sungroh Yoon

Manifold Regularized Deep Neural Networks using Adversarial Examples

Taehoon Lee, Minsuk Choi, and Sungroh Yoon, arXiv:1511.06381 [cs.LG], November 2015.
paper link

30 November 2015

arXiv, Minsuk Choi, Sungroh Yoon, Taehoon Lee

Measuring Large-Scale Dynamic Graph Similarity by RICom: RWR with Intergraph Compression

Jaekoo Lee, Gunn Kim, and Sungroh Yoon, in Proceedings of IEEE International Conference on Data Mining (ICDM), pp. 829-834, Atlantic City, New Jersey, USA, November 2015.
paper link

02 November 2015

-RICom, Conference, Gunn Kim, Jaekoo Lee, Sungroh Yoon

Big/Little Deep Neural Network for Ultra Low-Power Inference

Eunhyeok Park, Dongyoung Kim, Soobeom Kim, Sungroh Yoon, Gunhee Kim, and Sungjoo Yoo, in Proceedings of International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), pp. 124-132, Amsterdam, The Netherlands, October 2015.
paper link

30 October 2015

Conference, Dongyoung Kim, Eunhyeok Park, Gunhee Kim, Soobeom Kim, Sungjoo Yoo, Sungroh Yoon

FingerNet: Deep Learning-Based Robust Finger Joint Detection from Radiographs

Sungmin Lee, Minsuk Choi, Hyun-soo Choi, and Sungroh Yoon, in Proceedings of IEEE Biomedical Circuits and Systems Conference (BioCAS), pp. 619-622, Atlanta, Georgia, USA, October 2015.
paper link

29 October 2015

Conference, Hyunsoo Choi, Minsuk Choi, Sungmin Lee, Sungroh Yoon

Wearable and Wireless Measurement System for Evaluating Penile Tumescence

Sungwoon Choi, Seijoon Kim, Jae Young Park, and Sungroh Yoon, in Proceedings of IEEE Biomedical Circuits and Systems Conference (BioCAS), pp. 37-40, Atlanta, Georgia, USA, October 2015.
paper link

18 October 2015

Conference, Seijoon Kim, Sungroh Yoon, Sungwoon Choi, Young Park

Computational Prediction of Competitive Endogenous RNA

Seunghyun Park, Soowon Kang, Hyeyoung Min, and Sungroh Yoon, in Proceedings of IEEE Biomedical Circuits and Systems Conference (BioCAS), pp. 382-385, Atlanta, Georgia, USA, October 2015.
paper link

17 October 2015

Conference, Hyeyoung Min, Seunghyun Park, Soowon Kang, Sungroh Yoon

Automated band annotation for RNA structure probing experiments with numerous capillary electrophoresis profiles

Seungmyung Lee, Hanjoo Kim, Siqi Tan, Taehoon Lee, Sungroh Yoon, and Rhiju Das, Bioinformatics, vol. 31, no. 17, pp. 2808-2815, September 2015.
paper link suppl

12 September 2015

Hanjoo Kim, Journal, Rhiju Das, Seungmyung Lee, Siqi Tan, Sungroh Yoon, Taehoon Lee

Multi-threaded Hierarchical Clustering by Parallel Nearest-Neighbor Chaining

Yongkweon Jeon and Sungroh Yoon, IEEE Transactions on Parallel and Distributed Systems, vo. 26, no. 9, pp. 2534-2548, September 2015.
paper link suppl

02 September 2015

Journal, Sungroh Yoon, Yongkweon Jeon

Publications