GMiner++: Boosting GPU-based Frequent Itemset Mining by Reducing Redundant Computations (Accepted)
Kang-Wook Chon, Chanki Kim*.
Expert Systems with Applications (ISSN: 0957-4174), Apr. 2024. (SCIE, IF=8.665, Top 10%)
Accelerating Erasure Coding by Exploiting Multiple Repair Paths in Distributed Storage Systems (Accepted)
Chanki Kim, Kang-Wook Chon*.
Cluster Computing (ISSN: 1386-7857), Mar. 2024. (SCIE, IF=4.4)
GPUTucker: Large-scale GPU-based Tucker Decomposition using Tensor Partitioning
Jihye Lee, Donghyoung Han, Oh-Kyoung Kwon, Kang-Wook Chon*, Min-Soo Kim*.
Expert Systems with Applications (ISSN: 0957-4174), Vol. 237, Part A, pp. 121445, Mar. 2024. (SCIE, IF=8.665, Top 10%)
Active Learning Using Generative Adversarial Networks for Improving Generalization and Avoiding Distractor Points
Heechul Lim, Kang-Wook Chon*, Min-Soo Kim*.
Expert Systems with Applications (ISSN: 0957-4174), Vol. 227, pp. 120193, Oct. 2023. (SCIE, IF=8.665, Top 10%)
ConnectomeNet: a Unified Deep Neural Network Modeling Framework for Multi-task Learning.
Heechul Lim, Kang-Wook Chon*, Min-Soo Kim*.
IEEE Access (ISSN: 2169-3536), Vol. 11, pp. 34297 - 34308, Mar. 2023. (SCIE, IF=3.476)
A GPU-based Tensor Decomposition Method for Large-scale Tensors.
Jihye Lee, Kang-Wook Chon*, Min-Soo Kim*.
IEEE International Conference on Big Data and Smart Computing(BigComp), Jeju, Korea, Feb. 15, 2023. (Best Paper Award)
SGMiner: A Fast and Scalable GPU-based Frequent Pattern Miner on SSDs.
Kang-Wook Chon, Eunjeong Yi, Min-Soo Kim*.
IEEE Access (ISSN: 2169-3536), Vol. 10, pp. 62502-62519, June 1, 2022. (SCIE, IF=3.476)
GMiner: A fast GPU-based frequent itemset mining method for large-scale data.
Kang-Wook Chon, Sang-Hyun Hwang, Min-Soo Kim*.
Information Sciences (ISSN: 0020-0255), Vol. 439-440, pp.19-38, May 2018. (SCIE, IF=8.233, Top 10%)
BIGMiner: a fast and scalable distributed frequent pattern miner for big data.
Kang-Wook Chon, Min-Soo Kim*.
Cluster Computing (ISSN: 1386-7857), Vol. 21, Issue 3, pp.1507-1520, Feb. 9, 2018. (SCIE, IF=2.303)
SSDPrimer: an SSD-based primer design method for a private sequence DB.
Kang-wook Chon, Sang Hyun Hwang, Kyuhyeon An, Min Soo Kim*.
International Journal of Data Mining and Bioinformatics (ISSN: 1748-5673), Vol. 18, Issue 3, pp.252, Oct. 3, 2017. (SCIE, IF=0.339)
SSDMiner: A Scalable and Fast Disk-Based Frequent Pattern Miner.
Kang-Wook Chon, Min-Soo Kim*.
7th International Conference on Emerging Databases - Technologies, Applications, and Theory (EDB), Busan, Republic of Korea, Aug. 7, 2017. (Best Paper Runner-up Award)
MRPrimer: a MapReduce-based method for the thorough design of valid and ranked primers for PCR.
Hyerin Kim, NaNa Kang, Kang-Wook Chon, Seonho Kim, NaHye Lee, JaeHyung Koo*, Min-Soo Kim*.
Nucleic Acids Research (ISSN: 1362-4962), Vol. 43, Issue 20, pp.e130-e130, June 24, 2015. (SCIE, IF=19.160, Top 3%)
* corresponding authors