::고려대학교 DMQA 연구실::

Publications

 

 

 

Publications>Conference Papers  

1.

J.E. Son, S. B. Kim (2016), "Content-based Filtering for Recommendation Using Multi-attribute Network", Proceedings of International Conference on Industrial Engineering, Seoul, South Korea, (October 10-12).

2.

S.M. Lee, S. B. Kim (2016), "An Inductive Algorithm to Combine Data and Expert Knowledge for Fault Interpretations in Multivariate Monitoring", Proceedings of International Conference on Industrial Engineering, Seoul, South Korea, (October 10-12).

3.

C.H. Park, S. B. Kim (2016), "A performance comparison study of sparse regularization methods of spectroscopic signals of virtual metrology modeling", Proceedings of International Conference on Industrial Engineering, Seoul, South Korea, (October 10-12).

4.

Y.H. Kim, S. B. Kim (2016), "Minimum Variance Monitoring Statistic and Control Chart", Proceedings of International Conference on Industrial Engineering, Seoul, South Korea, (October 10-12).

5.

J.S. Park, S. B. Kim (2015), “Prediction of Package Chip Quality using Fail Bit Count Data of the Probe Test," Proceedings of the Current Approaches in Applied Artificial Intelligence, Seoul, South Korea (June 10-12).

6.

S.G. Cho, S. B. Kim (2015), “Summarization of Documents by Finding Key Sentences Based on Social Network Analysis," Proceedings of the Current Approaches in Applied Artificial Intelligence, Seoul, South Korea (June 10-12).

7.

J.H. Kang, J.H. Yu, S. B. Kim (2014), “Adaptive Control Chart for Time-Varying and Multimode Process Control," Proceedings of the INFORMS Workshop on Data Mining and Analytics, San Francisco, CA (November 7).

8.

C.H. Park, S.B. Kim (2013) Sequential Random k-Nearest Neighbor Ensemble Method for Classification of High-Dimensional Data, Proceeding of the International Symposium on System Informatics and Engineering (ISSIE), Xi'an, China (July 8-9).

9.

Y.J. Park, S.B. Kim (2013) Rank Distribution of PCA Coefficients for Feature Selection, Proceeding of the International Symposium on System Informatics and Engineering (ISSIE), Xi'an, China (July 8-9).

10.

S.H. Park, S.B. Kim (2013) A data-driven approach to evaluate the performance of the stores, Proceeding of the International Symposium on System Informatics and Engineering (ISSIE), Xi'an, China (July 8-9).

11.

J.H. Yu, S.B. Kim (2013) Improving Prediction of Two-stage EWMA for Nonstationary Time Series Data, Proceeding of the International Symposium on System Informatics and Engineering (ISSIE), Xi'an, China (July 8-9).

12.

S.G. Cho, S.B. Kim (2012) Identification of Research Patterns and Trends through Text Mining, Proceeding of the International Conference on Knowledge Discovery (IJIET), Bali, Indonesia (May 26-27).

13.

J.H. Kang, S.B. Kim (2012) A Text Mining Approach to Find Patterns Associated with Diseases and Herbal Materials in Oriental Medicine, Proceeding of the International Conference on Knowledge Discovery (IJIET), Bali, Indonesia (May 26-27).

14.

K.J. LEE, S.B. Kim (2011) Daily, Seasonal, and Spatial Patterns of PM10 in Seoul, Korea, Proceeding of the International Symposium on System Informatics and Engineering (ISSIE), Qingdao, China (July 11-13).

15.

Tuerhong, G., S.B. Kim (2011) A Nonparametric Fault Isolation Approach through Hybrid Novelty Score, Proceeding of the International Symposium on System Informatics and Engineering (ISSIE), Qingdao, China (July 11-13).

16.

J.H. Kang, S.B. Kim (2011) Clustering Algorithm-based Control Chart, Proceeding of the International Symposium on System Informatics and Engineering (ISSIE), Qingdao, China (July 11-13).

17.

Han, S.W, K.-L. Tsui, S.B. Kim (2010) Spatiotemporal Biosurvelliance Under Nonhomogeneous Population, Joint Statistical Meeting (JSM), Vancouver, Canada (July 31- August 5).

18.

Fan, G., Z. Wang, S.B. Kim, C. Temiyasathit (2010) Classification of High-Resolution NMR Spectra Based on Complex Wavelet Domain Feature Selection and Kernel-Induced Random Forest, Proceedings of the International Conference on Image and Signal Processing (ICISP), Quebec, Canada (June 30 - July 2).

19.

Ariyajunya, B., V.C.P. Chen, S.B. Kim (2010) Orthogonalized Dynamic Programming State Space for Efficient Value Function Approximation, Proceedings of the Industrial Engineering Research Conference, Cancun, Mexico (June 5-9).

20.

Han, S.W., K.-L. Tsui, B. Ariyajunya, S.B. Kim (2009) A Comparison of CUSUM, EWMA, and Temporal Scan Statistics for Detection of Increases in Poisson Rate, Proceedings of the INFORMS Workshop on Artificial Intelligence and Data Mining, San Diego, CA.

21.

P. Rattakorn, Y. Peng, S.B. Kim (2009). “Novel Clustering Strategy of Neuronal Response Profiles in Graded Thermal Stimulation.” Proceedings of the Industrial Engineering Research Conference, Miami, FL.

22.

S. B. Kim, Temiyasathit, C, A.V. Mathker, H. Liu, K. Bansalah, A. Tuncel, J. Cadeddu, W. Kabbani (2008), “Classification Tool For Prostate Cancer Detection in Near Infrared Spectra,” Proceedings of the INFORMS Workshop on Data Mining and Health Informatics, Washington D.C.

23.

P. Rattakorn, Y. Peng, S.B. Kim (2008). “Clustering of Neuronal Response Profiles in Graded Thermal Stimulation.” Proceedings of the Industrial Engineering Research Conference, Vancouver, Canada.

24.

T. Sukchotrat, S. B. Kim, V. C.P. Chen, C. Carter, W. Dockrey, and R. Tapia (2008). “An Application of Classification-Based Control Charts on a Power Plant Data.” Proceedings of the Industrial Engineering Research Conference, Vancouver, Canada.

25.

T. Sukchotrat and S.B. Kim (2008). “One-Class Classification Techniques for Improving Phase I Analysis in Statistical Process Control.” Proceedings of the Industrial Engineering Research Conference, Vancouver, Canada.

26.

H. Bae, S. B. Kim, W. Hur (2008). “A New Framework for Business Process Knowledge Discovery.” Proceedings of the Industrial Engineering Research Conference, Vancouver, Canada.

27.

P. Rattakorn, C.E. Hagains, T. Ativanichayaphong, V.C. Chen, Y.B. Peng, S.B. Kim, J.M. Rosenberger and J.C. Chiao (2007), Statistical Data Mining of Wireless Neurostimulation System for Pain Reduction, Proceedings of the INFORMS Artificial Intelligence and Data Mining Workshop, Seattle , WA.

28.

Y. Mei, S.B. Kim, and K.-L. Tsui (2007), Identification of Major Metabolite Features in High-Resolution NMR Spectra, Proceedings of the INFORMS Artificial Intelligence and Data Mining Workshop, Seattle, WA.

29.

S.B. Kim, J. Rosenberger, V.C.P. Chen, H. Fan, T. Shih (2007), “Statistical Mining the Environmental Impact of Airport Deicing Activities.” Proceedings of the Industrial Engineering Research Conference, Nashville, TN.

30.

C. Temiyasathit, S. Neelesh, and S.B. Kim (2007). “Statistical Modeling for the Prediction of Ozone Concentrations in the Dallas-Forth Worth Area,” Proceedings of the Industrial Engineering Research Conference, Nashville, TN.

31.

C.W. Kang, S. Thuntee, and S.B. Kim (2007). “A Data Mining Approach to Improve Phase I Process Control,” Proceedings of the Industrial Engineering Research Conference, Nashville, TN.

32.

Z. Wang and S.B. Kim (2006), Automatic Alignment of High-Resolution NMR Spectra Using a  Bayesian Estimation Approach, IEEE International Conference of Pattern Recognition, Vol. 4, pp. 667-670.

33.

S. B. Kim, Z. Wang, and C. M. Duran (2006). "A Bayesian Approach for the Alignment of High-Resolution NMR spectra." Proceedings of the INFORMS Artificial Intelligence and Data Mining Workshop, Pittsburgh, PA.

34.

Shih, D. T., V. L. Pilla, S. B. Kim, J. M. Rosenberger and V. C. P. Chen (2006). “Efficient Computer Experiment Based Optimization through Variable Selection.” Proceedings of the INFORMS Artificial Intelligence and Data Mining Workshop, Pittsburgh, PA.

35.

D. Sundaramoorthi, V.C.P. Chen, S.B. Kim, J.M. Rosenberger, D.F. Buckley-Behan, (2006),“A Data-Integrated Nurse Activity Simulation Model,” Proceedings of the 2006 Winter Simulation Conference, Monterey, CA, 2006.

36.

D. Sundaramoorthi, V.C.P. Chen, J.M. Rosenberger, S.B. Kim, D.F. Buckley-Behan (2006), “Using Classification and Regression Trees for a Nurse Activity Simulation,” Proceedings of the Industrial Engineering Research Conference, Orlando, FL.

37.

T.D. Shih, V.C.P. Chen, S.B. Kim (2006), “Convex Version of Multivariate Adaptive Regression Splines for Optimization.” Proceedings of the Industrial Engineering Research Conference, Orlando, FL, 2006.

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