Home Publications International Conferences

42) (2013) Dokyoon Kim, Hyunjung Shin, Je-Gun Joung, Su Yeon Lee and Ju Han Kim. Intra-relation Reconstruction from Inter-relation: miRNA to Gene Expression. Proc. of the 12th International Conference on Bioinformatics (InCoB 2013), pp. xx-xx. September 20th-22nd, 2013. Taicang, China.- [KSJ+13]

41) (2012) Hyunjung Shin. Computational Biology through Intra-relation, Inter-relation, and Integration of Diverse Genomic Data. Proc. of The Asian Young Researcher Conference on Computational and Omics Biology (AYRCOB 2012), pp. xx-xx. December 20th-21st, 2012. Shenzhen, China.- [H12]

40) (2012) Juhyeon Kim and Hyunjung Shin. Breast Cancer Survivability Prediction with Labeled, Unlabeled, and Pseudo-Labeled Patient Data. Proc. of Translational Bioinformatics Conference 2012 (TBC2012), pp. xx-xx. October 13rd-16th 2012. Jeju, Korea. -[KS12b]

39) (2012) Kanghee Park and Hyunjung Shin. Forecasting Stock Price Movement with Semi- Supervised Learning. Proc. of the 8th International Conference on Data Mining (ICDM 2012), pp. 31-36. 16th-19th July, 2012. Las Vegas, USA. -[PS12a]

38) (2012) Junwoo Lee, Juhyeon Kim and Hyunjung Shin. Fraudulent Bill-Claim Detection in Health Insurance. Proc. of the 8th International Conference on Data Mining (ICDM 2012), pp. 50-56. 16th-19th July, 2012. Las Vegas, USA. -[LKS12]

37) (2012) Hyunjung Shin. Machine Learning in Bio-Medical Informatics: Support Vector Machines and Semi-Supervised Learning. Proc. of the 3rd International Workshop on eHealth Data and Knowledge, pp. 53-122. 16th March 2012. Suwon, Korea. -[Shi12a]

36) (2011) Hyunjung Shin. Knowledge Enhancement through Intra-relation, Inter-relation, and Integration of Different Levels of Genomic Data. Proc. of Translational Bioinformatics Conference 2011 (TBC2011), pp. 16-34. November 10th-11th, 2011. Seoul, Korea. -[Shi11b]

36) (2011) Dokyoon Kim, Hyunjung Shin, Su-Yeon Lee and Ju Han Kim. Intra-relation Reconstruction from Inter-relation: miRNA to Gene Expression,Proc. of Translational Bioinformatics Conference 2011 (TBC2011), pp. 35-42. November 10th-11th, 2011. Seoul, Korea.-[KSLK11]

34) (2011) Hyunjung Shin, Dokyoon Kim, Kanghee Park, and Amna Ali. Breast Cancer Survivability Prediction with Surveillance, Epidemiology, and End Results Database. Proc. of Translational Bioinformatics Conference 2011 (TBC2011), pp. 138-142. November 10th-11th, 2011. Seoul, Korea.- [SKPA11]

33) (2011) HangSeok Kim, Kanghee Park and Hyunjung Shin. A Hybrid Model Development for Electricity Energy Price Prediction. Proc. of Annual Meeting of Institute for Operations Research and the Management Sciences (INFORMS 2011), pp. 337-347. 13th-16th November, 2011, Charlotte, North Carolina, USA. - [KPS11c]

32) (2011) HyoungRo Lee, Kanghee Park, and Hyunjung Shin. Electricity Demand Forecasting based on Data Mining Algorithms. Proc. of Annual Meeting of Institute for Operations Research and the Management Sciences (INFORMS 2011), pp. 314-324. 13th-16th November, 2011, Charlotte, North Carolina, USA. - [LPS11a]

31) (2011) Mingoo Kim, Hyunjung Shin, Taesu Chung, Je-Gun Joung and JuHan Kim. Extracting Regulatory Modules from Gene Expression Data by Sequential Pattern Mining. Proc. of 10th Joint Conference on the International Conference on Bioinformatics /the International Society for Computational Biology (InCoB/ISCB-Asia 2011). 27th Nov.- 2nd Dec., 2011. Kuala Lumpur, Malaysia - [KSC+11b]

30) (2011) Hyunjung Shin. Heterogeneous Multiple Genomic Data Integration for Translational 11 Bioinformatics: the TCGA Proc. of 9th Asia Pacific Bioinformatics Conference & 7th Conference on Biomedical Informatics (APBC2011-CBI), pp. 173-188. 11th-14th January 2011, SongDo, Korea. - [Shi11a]

29) (2011) YoungSoo Song, ChanHee Park, HeeJoon Chung, Hyunjung Shin and JuHan Kim. Semantically enabled and statistically supported biological hypothesis testing with tissue microarray databases. Proc. of 9th Asia Pacific Bioinformatics Conference & 7th Conference on Biomedical Informatics (APBC2011-CBI), pp. 118-164. 11th-14th January 2011, SongDo, Korea. - [SPC+11b]

28) (2010) Hyunjung Shin. Recent Trends on Semi-Supervised Learning with Kernels. Proc. of International Workshop on Recent Trends in Learning, Computation, and Finance (LCF 2010), pp. 71-84. 30th-31st August 2010, Pohang, Korea. - [Shi10c]

27) (2010) Yeolwoo An, HangSeok Kim, and Hyunjung Shin. Health-Care Fraud Detection with Machine Committee, Proc. of Annual Meeting of Institute for Operations Research and the Management Sciences (INFORMS 2010), pp. 71-84. November 7-10, 2010. Austin, Texas, USA.- [AKS10]

26) (2010) DoKyoon Kim, YoungSoo Song, JuHan Kim, and Hyunjung Shin. Empirical comparison on heterogeneous genomic data: Copy Number Variation, Methylation, miRNA, and Gene Expression. Proc. of Annual Meeting of Institute for Operations Research and the Management Sciences (INFORMS 2010), pp. 118-135. November 7-10, 2010. Austin, Texas, USA. - [KSKS10b]

25) (2010) Kanghee Park, HyoungRo Lee, and Hyunjung Shin. Stock Price Prediction using Hierarchical Network Structure,Proc. of Annual Meeting of Institute for Operations Research and the Management Sciences (INFORMS 2010), pp. 139-150. November 7-10, 2010. Austin, Texas, USA. - [PLS10]

24) (2010) Yeolwoo An and Hyunjung Shin. Machine Committee Review for Medical Bill-Claim Abuser Detection. Proc. of KSII International Conference on Internet (ICONI 2010), pp. xxx- xxx. 16th-20th December 2010. Cebu, Philippines. - [AS10a]

23) (2010) DoKyoon Kim, YoungSoo Song, JuHan Kim, and Hyunjung Shin. Genomic Data Comparison: Which Data is More Informative?. Proc. of KSII International Conference on Internet (ICONI 2010), pp. xxx-xxx. 16th-20th December 2010. Cebu, Philippines. - [KSKS10c]

22) (2010) Irfan Ahmed, Kyung-suk Lhee, Hyunjung Shin, and ManPyo Hong. Fast content-based file-type identification. Proc. of the Seventh IFIP WG 11.9 International Conference on Digital Forensics, pp. xxx-xxx. 30th Jan. - 2. Feb. 2011. Orlando, Florida, USA. - [AsLSH10b]

21) (2010) Irfan Ahmed, Kyung-suk Lhee, Hyunjung Shin, ManPyo Hong. Fast File-type Identification, Proc. of the 25th ACM Symposium On Applied Computing (ACM SAC 2010)/ACM Special Interest Group on Applied Computing (ACM SIGAPP), pp. xxx-xxx (in CD). March 22nd-66th, 2010. Sierre, Switzerland. -[AsLSH10c]

20) (2009) Hyunjung Shin. Machine Learning and Applications in Biology. Proc. of 10th CBI- KSBSB International Joint Conference (CBI-KSBSB 2009)/Chem-Bio Informatics Society(CBI)- Korean Society for Bioinformatics and Systems Biology(KSBSB), pp. xxx-xxx. November 4th- 6th, 2009. Pusan, Korea. -[Shi09]

19) (2009) Hyunjung Shin, Tianya Hou, and Kanghee Park. Oil Price Prediction From Influence Propagation. Proc. of Annual Meeting of Institute for Operations Research and the Management Sciences (INFORMS 2009), pp. 370. October 11th-14th, 2009. San Diego, USA. -[SHP09]

18) (2009) Hyunjung Shin and Junwoo Lee. How to Integrate the Diverse Measures for Hospital Fraud Detection?. Proc. of Annual Meeting of Institute for Operations Research and the Management Sciences (INFORMS 2009), pp. 59. October 11th-14th, 2009. San Diego, USA, -[SL09]

17) (2009) Tadesse Anberbir, Hyunjung Shin, and DongYoon Kim. Decision Tree Based Segmental Duration Prediction for Amharic TTS system. Proc. of The IEEE 9th International Symposium on Communication and Information Technologies (ISCIT 2009), pp. 425-426. September 28-30, 2009. Songdo-iFEZ Convensia, Incheon, Korea. -[ASK09]

16) (2009) Hou Tianya, Hyunjung Shin. Influence of Noisy and High-Dimensional Data on Semi- Supervised Learning. Proc. of The 5th International Conference on Data Mining (ICDM 2009), pp. 267-273. July 13th-16th, 2009. Las Vegas, USA. -[TS09]

15) (2009) Irfan Ahmed, Kyung-suk Lhee, Hyunjung Shin, ManPyo Hong. On improving the accuracy and performance of content based file type identification. Lecture Notes in Computer Science (LNCS 5594)/14th Australasian Conference on Information Security and Privacy (ACISP 2009), pp. 44-59. July 1st-3rd, 2009. Brisbane, Australia. -[AsLSH09]

14) (2009) Umer Khan, Hyunjung Shin, Minkoo Kim. wFDT - Weighted Fuzzy Decision Trees for Prognosis of Breast Cancer Survivability. Proc. of the seventh Australasian Data Mining (2008 ACM AusDM), vol. 87, pp. 141-152. November 27th-28th, 2008. Adelaide, Australia. -[KSK08]

13) (2008) Inae Choi and Hyunjung Shin. Semi-supervised Learning with Ensemble Learning and Graph Sharpening. Lecture Notes in Computer Science (LNCS 5326)/The IEEE 9th International Conference on Intelligent Data Engineering and Automated Learning (IEEE IDEAL 2008), pp. 172-179. November 2nd-5th, 2008. DaeJeon, Korea. -[CS08b]

12) (2008) Muhammad Umer Khan, Jong-Pill Choi, Hyunjung Shin and Minkoo Kim. Predicting Breast Cancer Survivability Using Fuzzy Decision Trees for Personalized Healthcare. Proc. of The 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC 2008), pp. 5148-5151. August 20th-24th, 2008. Vancouver, Canada. - [KCSK08]


11) (2008) Hyoungjoo Lee, Hyunjung Shin, Seong-seob Hwang, Sungzoon Cho. Semi-Supervised Learning for Response Modeling. Proc. of 2008 INFORMS Marketing Science Conference, June 13 12-14, 2008. Sheraton Vancouver Wall Centre Hotel, Vancouver, British Columbia, Canada.- [LSsHC08]

10) (2007) Hyunjung Shin. Machine Learning and Applications in Biology. Proc. of BIOKOREA 2007, vol. 3, pp. 337-366. Sep. 12th-14th, 2007. COEX, Seoul, Korea. -[Shi07]

9) (2007) Hyunjung Shin, Andreas Martin Lisewski, and Olivier Lichtarge. Graph-based Protein Functional Classification. Proc. of the 2007 World Congress in Computer Science, Computer Engineering, & Applied Computing: BIOCOMP’07-The 2007 International Conference on Bioinformatics & Computational Biology, pp. 738-744. June, 24th-28th, 2007. Las Vegas, USA. - [SLL07a]

8) (2006) Hyunjung Shin, N. Jeremy Hill and Gunnar Raetsch. Graph-based Semi-Supervised Learning with Sharper Edges. Proc. of the 17th European Conference on Machine Learning and 10th European on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2006), pp. 402-413. September 18th-22nd, 2006. Berlin, Germany. -[SHR06a]

7) (2005) Koji Tsuda, Hyunjung Shin, and Bernhard Sch¨olkopf. Fast Protein Classification with Multiple Networks. Proc. of the Fourth European Conference on Computational Biology (ECCB), pp.59-65. September 28-October 1st, 2005. Madrid, Spain.- [TSS05]

6) (2004) Hyunjung Shin and Sungzoon Cho. Preservation of Neighborhood Relation under Input to Feature Space Mapping in SVM Training.Proc. of the 33rd International Conference on Computers and Industrial Engineering (C&IE), [note: in CD]. Mar. 25th-27th, 2004. Jeju, Korea. -[SC04]

5) (2003) Hyunjung Shin and Sungzoon Cho. Fast Pattern Selection Algorithm for Support Vector Classifiers: Time Complexity Analysis. Proc. of the Fourth International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), pp. 1008-1015. March 21st-23rd, 2003. Hong Kong, China.- [SC03b]

4) (2003) Hyunjung Shin and Sungzoon Cho. Fast Pattern Selection for Support Vector Classifiers. Proc. of the Seventh Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 376-387. April 30th-May 2, 2003. Seoul, Korea. - [SC03a]

3) (2003) Hyunjung Shin and Sungzoon Cho. How Many Neighbors To Consider in Pattern Preselection for Support Vector Classifiers?. Proc. of INNS-IEEE International Joint Conference on Neural Networks (IJCNN), pp. 565-570. July 20th-24th, 2003. Portland, Oregon, USA.-[SC03c]

2) (2002) Hyunjung Shin and Sungzoon Cho. Pattern Selection for Support Vector Classifiers. Proc. of the Third International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), pp. 469-474. August 12th-14th, 2002. Manchester, UK. -[SC02c]

1) (2000) Hyunjung Shin, Hyungjoo Lee and Sungzoon Cho. Observational Learning with Modular Networks. Proc. of the Second International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), pp. 126-132, December 13th-15th, 2000. Hong Kong, China.- [SLC00c]