::고려대학교 DMQA 연구실::

Publications

 

 

 

Publications>International Papers  

Book Chapters

1.

Kim, S.B. (2012). Data Mining Techniques for Quality Improvement. Contemporary Perspectives in Data Mining, Information Age Publishing, pp.17-26.

2.

Kim, S.B., Sukchotrat, T. (2010). Data Mining. Encyclopedia of Research Design, N. Salkind Editor, SAGE Publications.

3.

Park, S.-K., S.B. Kim (2010), Statistical Modelling and Analysis of PM2.5 Control Levels, Modelling of Pollutants in Complex Environmental Systems, Volume II, edited by Grady Hanrahan, ILM Publications, pp.405-417.

4.

Kim. S.B. (2008). Feature Extraction and Selection in High-Resolution NMR Spectra, Encyclopedia of Data Warehousing and Mining, J. Wang editor, Idea Group Reference, Hershey, pp.863-869.

5.

Kim. S.B., C. Temiyasathit, S.-K. Park, V.C.P. Chen (2008). Spatio-Temporal Data Mining for Air Pollution Problems, Encyclopedia of Data Warehousing and Mining, J. Wang editor, Idea Group Reference, Hershey, PA, pp.1815-1822.
International Journal Papers (Published or in Press) *Corresponding Author

6.

Son, J., Kim, S.B.* (2017+). Content-based filtering for recommendation systems using multiattribute networks​, Expert Systems With Applications​, In Press.

7.

Cho, S. and Kim, S.B.* (2017+). A data-driven document similarity measure based on classification algorithms, International Journal of  Industrial Engineering: Theory, Applications and Practice, In Press.

8.

Choung, Y.J., Kang, J.H., Kim, S.B.* (2017). Process control of time varying systems using parameter-less self organizing maps, Journal of Process Control, Vol. 52, pp.45-56. (April). 

9.

Ariyajunya, B., Ying, C.*, Chen, V., and Kim, S.B. (2017). Data mining for state space orthogonalization in adaptive dynamic programming, Expert Systems With Applications​, Vol. 76, pp.49-58 (June 15).

10.

Cho, S. and Kim, S.B.* (2017+). Feature network-driven quadrant mapping for summarizing customer reviews, Journal of Systems Science and Systems Engineering, In Press.  

11.

Yu, J. and Kim, S.B.* (2016). Density-based geodesic distance for identifying the noisy and nonlinear clusters, Information Sciences, Vol. 360, pp.231-243 (September 10). 

12.

Park, C. and Kim, S.B.* (2016). Virtual metrology modeling of time-dependent spectroscopic signals by a fused lasso algorithm, Journal of Process Control, Vol. 42, pp.51-58 (June, 2016).

13.

Yu, J. and Kim, S.B.* (2016). A density-based noisy graph partitioning algorithm, Neurocomputing, Vol. 175, Part A, pp.473-491 (Jan. 29, 2016).

14.

Kang, J.H., Park, C, Kim, S.B.* (2016). Recursive partitioning clustering tree algorithm, Pattern Analysis and Applications, Vol. 19, Issue 2, pp.355-367 (May). 

15.

Kang, J.H., Yu, J., Kim, S.B.* (2016). Adaptive nonparametric control chart for time-varying and multimodal processes, Journal of Process Control, Vol. 37, pp. 34-45. 

16.

Cho, S. and Kim, S.B.* (2015). One-classification methods for process monitoring and diagnosis, IEEE Intelligent Systems, Vol.30 (6), pp. 16-18. (October).

17.

Kang, J.H., Kim, S.B.* (2015). False alarm classification for multivariate manufacturing processes of thin film transistor-liquid crystal display, Journal of Process Control, Vol. 35, pp. 21-29. (November)

18.

Han, S.W., K.J. Lee, H. Zhong, S.B. Kim,* (2015). A comparison of spatiotemporal surveillance methods for nonhomogeneous change size, Communications in Statistics - Simulation and Computation, Vol.44, Issue 10, pp.2714-2730.

19.

Kim, Y., Schug, K.A., Kim, S.B.* (2015), An ensemble regularization method for feature selection in mass spectral fingerprints, Chemometrics and Intelligent Laboratory Systems, Vol. 146, pp.322-328.

20.

Lee, K.J., Kang, J.H., Yu, J.H, Kim, S.B.* (2015). Interpretations of fault identification in multivariate manufacturing processes, European Journal of Industrial Engineering, Vol.9, No.3, pp.395-408.

21.

Joo, T.W., Kim, S.B.* (2015). Time series forecasting based on wavelet filtering, Expert Systems with Applications, Vol 42, Issue 8, pp.3868-3874 (May 15).

22.

Shih, D, Martinez, D.L., Chen, V.*, Kim, S.B. (2015). A convex version of multivariate adaptive regression splines, Computational Statistics and Data Analysis, Volume 81, pp. 89-106 (January).

23.

Tuerhong, G., S.B. Kim,* (2015). Comparison of novelty score-based multivariate control charts, Communications in Statistics - Simulation and Computation, Volume 44, Issue 5. pp.1126-1143. 

24.

Park, C, Kim, S.B.* (2015). Sequential random K-nearest neighbor feature selection for high-dimensional data, Expert Systems with Applications, Volume 42, Issue 5, pp. 2336-2342 (April).

25.

Phaladiganon, P. Kim, S.B.*, Chen, V.(2014). A density-focused support vector data description method, Quality and Reliability Engineering International, Volume 30, Issue 6, pp.879-890.(October)

26.

Shih, D.T., S.B. Kim,*, V.C.P. Chen, J.M. Rosenberger, V.L. Pillar (2014). Efficient computer experiment-based optimization through variable selection, Annals of Operations Research, Vol. 216, Number 1, 287-305, (May).

27.

V.C.P. Chen*, S.B. Kim, T. Trafalis (2014). Preface: Special volume on data mining and informatics. Annals of Operations Research, Vol. 216, Number 1, 1-2, (May).

28.

Tuerhong, G., S.B. Kim,*, P. Kang, S. Cho (2014). Hybrid novelty score-based multivariate control charts, Communications in Statistics - Simulation and Computation, Vol. 43, pp.115-131. (January)

29.

Tuerhong, G., S.B. Kim,* (2014). Gower distance-based multivariate control charts for a mixture of continuous and categorical variables, Expert Systems with Applications, Vol. 41, Issue 4, pp.1701-1707 (March).

30.

Kim, S.B.*, Jitpitaklert, W., Chen, V.C.P., Lee, J., Park, S.-K. (2013). Data mining model adjustment control chart for cascade processes, European Journal of Industrial Engineering, Vol. 7, No. 4. pp.442-455. June.

31.

Kim,S.B., Lee, J.W., Kim, S.Y. Lee, D.W.* (2013) Dental informatics to characterize patients with dentofacial deformities, PLOS ONE, Vol.8, Issue 8, e67862. (August 5)

32.

Kang, J.H.,Kim,S.B.* (2013) A Clustering Algorithm-Based Control Chart for Inhomogeneously Distributed TFT-LCD Processes, International Journal of Production Research, Vol.51, Issue 18, pp.5644-5657. (September, 2013)

33.

Yang, D.H, Kang, J.H., Park, Y.B., Park, Y.J., Oh, H.S., Kim,S.B.* (2013) Association rule mining and network analysis in oriental medicine, PLOS ONE, Vol. 8, Issue 3 (March 15), e59241.

34.

Phaladiganon, P. Kim, S.B.*, Chen, V., Jiang, W. (2013) Principal component analysis-based control charts for multivariate nonnormal distributions, Expert Systems with Applications, Vol. 40, Issue 8 (June 15), pp.3044-3054.

35.

Kim, S.B. (2012). Book Reviews: Data Mining, Practical Machine Learning Tools and Techniques, Greenberg, ed: Book Review, INFORMS Journal on Computing, Vol. 24, No. 2, pp.BR1-BR3. 

36.

Kang, J.H., Lee, K.J., Son, J.H., Hyun, S.S., Kim, H.G., Hwang, G.D., Kim, S.B.* (2012). Bootstrap-based multivariate control charts in TFT-LCD manufacturing processes, Advanced Science Letter, Vol. 13, pp. 579-583.

37.

Kim, S.B*., Jitpitaklert, W., Park, S.-K., Hwang, S.-J. (2012) Data mining model-based control charts for multivariate and autocorrelated processes, Expert Systems with Applications, Vol. 39, Issue 2 (Feb), pp.2073-2081.  

38.

Moon, S.S., Kang, S.-Y., Jitpitaklert, W., Kim, S.B*.(2012) Decision tree models for characterizing smoking patterns of older adults, Expert Systems with Applications, Vol. 39, Issue 1, pp.445-451.

39.

Feng, H., Tarun, P., Shih, D.T., Kim, S.B*., V.C.P. Chen, Rosenberger, D., Bergman (2011) Data mining modeling on the environmental impact of airport deicing activities, Expert Systems with Applications, Vol. 38, Issue 12, pp.14899-14906.

40.

Park, Y. T. Zhao, S.B. Kim, N. Miller, C. Accardi, T.R. Zeigler, X. Hu, D.P. Jones* (2012) Sulfur amino acid-free diet results in increased glutamate in human midbrain: A pilot magnetic resonance spectroscopic study, Nutrition, Vol.28, Number 3, pp.235-241, March. 

41.

Suarez, E., H. P. Nguyen, I. P. Ortiz, B.S., K.J. Lee, S.B. Kim*, J. Krzywinski*,  Schug, K.A.* (2011) Matrix-assisted laser desorption/ionization-mass spectrometry of cuticular lipid profiles can differentiate sex, age, and mating status of Anopheles gambiae mosquitoes, Analytica Chimica Acta, Vol. 706, Issue 1, November 7, pp.157-163. 

42.

Choi, J.Y., S.B. Kim* (2012). Computationally efficient neuro-dynamic programming approximation method for the capacitated re-entrant line scheduling problem, International Journal of Production Research, Vol. 50, Issue 8, pp.2353-2362 (April, 2012) 

43.

Phananiramai, P*, Rosenberger, J., V.C.P. Chen, S.B. Kim, Sattler, M. (2011). A mathematical optimization technique for managing selective catalytic reduction for coal-fired power plants, Energy Systems, Vol.2, No.2, pp.171-188 

44.

Phaladiganon, P. S.B. Kim*, V.C.P. Chen, J.-G. Baek, S.-K. Park (2011). Bootstrap-based T2 multivariate control charts, Communications in Statistics – Simulation and Computation, Vol. 40, pp.645-662. 

45.

Kim, S.B., Sukchotrat, T, S.-K. Park* (2011). A nonparametric fault Isolation approach through one-class classification algorithms. IIE Transactions,  Vol. 43, pp. 505-517

46.

Sundaramoorthi, D*., V.C.P. Chen, Rosenberger, J., S.B. Kim (2010). Evidence-based nursing simulation and patient assignment: Unearthing patterns, Nursing Management. Vol. 41, Issue 11, pp.14-16.

47.

Kim, S.B.*, R. Panaya (2011). Unsupervised feature selection using weighted principal components, Expert Systems with Applications, Vol. 38, Issue 5, pp. 5704-5710.

48.

Spencer, S.E., S.Y. Kim, S.B. Kim*, K. Schug* (2011) Matrix-assisted laser desorption/ionization-time of flight-mass spectrometry profiling of trace constituents of condom lubricants in the presence of biological fluids, Forensic Science International, Vol. 207, pp. 19-26.

49.

Sukchotrat, T., S.B. Kim*, K.-L. Tsui, V.C.P. Chen (2011). Integration of classification algorithms and control charts for monitoring multivariate processes, Journal Statistical Computation and Simulation. Vol. 81, No. 12, pp. 1897-1911. December. 

50.

Bush, H.M., Chongfuangprinya, P., V.C.P. Chen, T. Sukchotrat, S.B. Kim* (2010) Nonparametric multivariate control charts based on a linkage ranking algorithm, Quality and Reliability Engineering International, Vol.26, Issue 7,  pp.663-675.

51.

Chongfuangprinya, P., S.B, Kim*., S.K, Park., Sukchotrat, T. (2011) Integration of support vector machines and control charts for multivariate process monitoring, Journal of Statistical Computation and Simulation, Vol. 81, No. 9. pp.1157-1173. September 2011.  

52.

Kim, S.B*., Panaya, R., Peng, Y.B. (2010) An effective clustering procedure of neuronal response profiles in graded thermal stimulation, Expert Systems with Applications, Vol. 37, Issue 8, pp.5818-5826. 

53.

Corley, H.W.*, S.B, Kim. (2009) A recursive family of discrete probability distribution with a normality conjecture, Oriental Journal of Mathematics, Vol. 1, pp.63-71.

54.

Kim, S.B*., Jitpitaklert, W., Sukchotrat, T. (2010) One-class classification-based control charts for monitoring autocorrelated multivariate processes, Communications in Statistics - Simulation and Computation, Vol. 39,pp.461-474.

55.

Lee, J. W., S.H. Kang, J. Rosenberger, S.B. Kim* (2010).  A hybrid approach of goal programming for weapon systems selection, Computers and Industrial Engineering, Vol. 58, pp. 521-527.

56.

Chen, V.C.P*., Kim, S.B., J. Rosenberger (2009), Comment on: Optimization and data mining in medicine, TOP, Vol. 17, Number 2, pp.240-246. 

57.

Han, S.W., K.-L. Tsui, A. Bancha, S.B. Kim* (2010), A comparison of CUSUM, EWMA, and Temporal Scan Statistics for detection of increases in poisson rates, Quality and Reliability Engineering International, Vol. 26, pp. 279-289.

58.

Sundaramoorthi, D*., V.C.P. Chen, Rosenberger, J., S.B. Kim (2010) A data-integrated simulation-based optimization of new patient assignments, Health Care Management Science, Vol. 12, pp. 252-268.

59.

Kim, S.B.*, C. Temiyasathit, K. Bensalah, A. Tuncel, J. Cadeddu, W. Kabbani, A.V. Mathker, H. Liu (2010). An effective classification procedure for diagnosis of prostate cancer in near infrared spectra, Expert Systems with Applications, Vol. 37, Issue 5, pp. 3863-3869.

60.

Sukchotrat, T., S. B. Kim*, F. Tsung (2010). One-class classification-based control charts for multivariate process monitoring, IIE Transactions, Vol. 42, pp. 107-120.

61.

Kim, S.B.*, Z. Wang, B. Hiremath (2010).  Bayesian approach for alignment of high-resolution NMR spectra. Annals of Operations Research, Vol. 174, pp. 19-32.

62.

Kim, S.B.*, X. Huo, K.-L. Tsui (2009), A finite-sample simulation study of cross validation in tree-based models, Information Technology and Management, Vol. 10, pp. 223-233.

63.

Park, Y., S.B. Kim, B. Wang, R.A. Blanco, N.-A. Le, S. Wu, C.J., Accardi, T.R., Zeigler, D.P. Jones* (2009). Individual variation in macronutrient regulation measured by proton magnetic resonance spectroscopy of human plasma. The American Journal of Physiology – Regulatory, Integrative and Comparative Physiology, Vol. 297, pp. R202-R209.

64.

Raji, M.A., Frycak, P., Temiyasathit, C., S.B. Kim, Mavromaras, G., J.-M. Ahn, K.A. Schug*, (2008) Evaluation of the effects of physico-chemical parameters on the ESI-MS response of GXG tripeptides: an approach using multivariate statistical analyses. Rapid Communications in Mass Spectrometry, Vol. 23, pp. 2221-2232.

65.

Temiyasathit, C., S.B. Kim*, S.K. Park (2009). Spatial prediction of ozone concentration profiles. Computational Statistics & Data Analysis, Vol. 53, pp.3892-3906.

66.

Kim, S.B.*, K.-L. Tsui, T.  Sukchotrat, V. C.P. Chen (2009). A comparison study and discussion of the Mahalanobis-Taguchi system. International Journal of Industrial and Systems Engineering, Vol. 4, No. 6, pp.631-644.

67.

Sundaramoorthi, D*, V.C.P. Chen, J.M. Rosenberger, S.B. Kim, D.F. Buckley-Behan (2009), A data-integrated simulation model to evaluate nurse-patient assignments. Health Care Management Science. Vol. 12, No. 3, pp.252-268.

68.

Mei, Y., S.B. Kim*, K.-L. Tsui (2009), Linear-mixed effects models for feature selection in high-dimensional NMR spectra , Expert Systems with Applications. Vol. 36, Issue 3, pp.4703-4708.

69.

Kim, S.B.*, V. C. P. Chen, Y. Park, T. R. Ziegler, D. P. Jones (2008).  Controlling the false discovery rate for features selection in high-resolution NMR spectra. Statistical Analysis and Data Mining, Vol. 1, No 2, pp.57-66.

70.

Kim, S.B.*, Z. Wang, S. Oraintara, C. Temiyasathit, Y. Wongsawat (2008), Feature selection and classification of high-resolution NMR spectra in the complex wavelet transform domain, Chemometrics and Intelligent Laboratory Systems, Vol. 90, No. 2, pp. 161-168.

71.

Kim, S.B.*, C. Temiyasathit, S.-K., Park, V. C. P. Chen, M. Sattler, A. Russell (2008).  Characterization of spatially homogeneous regions based on temporal patterns of particulate matter 2.5 in the continental United States.  Journal of Air and Waste Management Association. Vol. 58, No.7, pp.965-975.

72.

Nguyen, H.P., I.P. Ortiz, Temiyasathit, C., S.B. Kim, K.V. Schug* (2008), LDI-MS fingerprinting of complex hydrocarbon mixture: application to crude oils using data mining techniques. Rapid Communications in Mass Spectrometry, Vol. 22, pp.2220-2226.

73.

Cho, H.-W., S.B. Kim*, M. Jeong, Y. Park, T. R. Ziegler, D. P. Jones (2008), Genetic algorithm-based feature selection in high-resolution NMR spectra, Expert Systems With Applications, Vol. 35, No. 3, pp.967-975.

74.

Cho, H.-W., S.B. Kim*, M. Jeong, Y. Park, N. Gletsu, T. R. Ziegler, D. P. Jones (2008) Discovery of metabolite features for the modeling and analysis of high-resolution NMR spectra, International Journal of Data Mining and Bioinformatics, Vol. 2, No. 2, pp.176-192.

75.

Kim, S.B., K. L. Tsui, M. Borodovsky* (2006), Multiple hypothesis testing in large-scale contingency tables: Inferring pair-wise amino acid patterns in b-sheets, International Journal of Bioinformatics Research and Applications, Vol. 2, No. 2, pp.193-217.

76.

Huo, X.*, S. B. Kim, K. L. Tsui, S. Wang (2006), A frontier-based tree pruning algorithm (FBP), INFORMS Journal on Computing, Vol. 18, No. 4, pp.494-505.

77.

Park, S.-K.*, A. Marmur, S. B. Kim, D. Tian, A. G. Russell (2006), Evaluation of fine particle number concentrations in CMAQ. Aerosol Science and Technology, Vol. 40, No. 11, pp 985-996.

78.

Woodall, W. H.*, R. Koudelik, K.L. Tsui, S. B. Kim, Z. G. Stoumbo, C. P.Carvounis (2003), Review and analysis of the Mahalanobis-Taguchi system (with discussion), Technometrics, Vol. 45, No.1, pp 1-15. Awarded The Jack Youden Prize.

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