Latent-Space Variational Bayes - JaeMo Sung; Zoubin Ghahramani; Sung Yang Bang (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Real-time object recognition using relational dependency based on graphical model - Woo-han Yun; Sung Yang Bang; Daijin Kim (Pattern Recognit., 2008)

Second-Order Latent-Space Variational Bayes for Approximate Bayesian Inference - JaeMo Sung; Zoubin Ghahramani; Sung Yang Bang (IEEE Signal Process. Lett., 2008)

Sequence-driven features for prediction of subcellular localization of proteins - Jong Kyoung Kim; Sung Yang Bang; Seungjin Choi (Pattern Recognit., 2006)

A Bayesian network classifier and hierarchical Gabor features for handwritten numeral recognition - JaeMo Sung; Sung Yang Bang; Seungjin Choi (Pattern Recognit. Lett., 2006)

Appearance-based gender classification with Gaussian processes - Hyun-Chul Kim; Daijin Kim; Zoubin Ghahramani; Sung Yang Bang (Pattern Recognit. Lett., 2006)

Prediction of subcellular localization of proteins using pairwise sequence alignment and support vector machine - Jong Kyoung Kim; G. P. S. Raghava; Sung Yang Bang; Seungjin Choi (Pattern Recognit. Lett., 2006)

Real-time Object Recognition using Relational Dependency based on Graphical Model - Woo-han Yun; Sung Yang Bang; Daijin Kim (18th International Conference on Pattern Recognition (ICPR 2006), 20-24 August 2006, Hong Kong, China, 2006)

Gender Classification with Bayesian Kernel Methods - Hyun-Chul Kim; Daijin Kim; Zoubin Ghahramani; Sung Yang Bang (Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006, 2006)

Face membership authentication using SVM classification tree generated by membership-based LLE data partition - Shaoning Pang; Daijin Kim; Sung Yang Bang (IEEE Trans. Neural Networks, 2005)

U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models - JaeMo Sung; Sung Yang Bang; Seungjin Choi; Zoubin Ghahramani (Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings, 2005)

Prediction of the suitability for image-matching based on self-similarity of vision contents - Shaoning Pang; Hyun-Chul Kim; Daijin Kim; Sung Yang Bang (Image Vis. Comput., 2004)

Face recognition using the second-order mixture-of-eigenfaces method - Hyun-Chul Kim; Daijin Kim; Sung Yang Bang; Sang-Youn Lee (Pattern Recognit., 2004)

Human Face Detection in Digital Video Using SVMEnsemble - Hong-Mo Je; Daijin Kim; Sung Yang Bang (Neural Process. Lett., 2003)

Extensions of LDA by PCA mixture model and class-wise features - Hyun-Chul Kim; Daijin Kim; Sung Yang Bang (Pattern Recognit., 2003)

Constructing support vector machine ensemble - Hyun-Chul Kim; Shaoning Pang; Hong-Mo Je; Daijin Kim; Sung Yang Bang (Pattern Recognit., 2003)

Membership authentication in the dynamic group by face classification using SVM ensemble - Shaoning Pang; Daijin Kim; Sung Yang Bang (Pattern Recognit. Lett., 2003)

An efficient model order selection for PCA mixture model - Hyun-Chul Kim; Daijin Kim; Sung Yang Bang (Pattern Recognit. Lett., 2003)

Face recognition using LDA mixture model - Hyun-Chul Kim; Daijin Kim; Sung Yang Bang (Pattern Recognit. Lett., 2003)

Hierarchical Bayesian Network for Handwritten Digit Recognition - JaeMo Sung; Sung Yang Bang (Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings, 2003)

Real-time automatic vehicle management system using vehicle tracking and car plate number identification - Hwajeong Lee; Daehwan Kim; Daijin Kim; Sung Yang Bang (Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, ICME 2003, 6-9 July 2003, Baltimore, MD, USA, 2003)

Hierarchical Bayesian Network for Handwritten Digit Recognition - JaeMo Sung; Sung Yang Bang (Computer Vision Systems, Third International Conference, ICVS 2003, Graz, Austria, April 1-3, 2003, Proceedings, 2003)

Membership scoring via independent feature subspace analysis for grouping co-expressed genes - Heyjin Kim; Seungjin Choi; Sung Yang Bang (Proceedings of the International Joint Conference on Neural Networks, IJCNN 2003, Portland, OR, USA, July 20 - 24, 2003, 2003)

A numeral character recognition using the PCA mixture model - Hyun-Chul Kim; Daijin Kim; Sung Yang Bang (Pattern Recognit. Lett., 2002)

Face recognition using the mixture-of-eigenfaces method - Hyun-Chul Kim; Daijin Kim; Sung Yang Bang (Pattern Recognit. Lett., 2002)

Real-time multiple people tracking using competitive condensation - Heegu Kang; Daijin Kim; Sung Yang Bang (Proceedings of the 2002 International Conference on Image Processing, ICIP 2002, Rochester, New York, USA, September 22-25, 2002, 2002)

Face retrieval using 1st- and 2nd-order PCA mixture model - Hyun-Chul Kim; Daijin Kim; Sung Yang Bang (Proceedings of the 2002 International Conference on Image Processing, ICIP 2002, Rochester, New York, USA, September 22-25, 2002, 2002)

Pattern Classification Using Support Vector Machine Ensemble - Hyun-Chul Kim; Shaoning Pang; Hong-Mo Je; Daijin Kim; Sung Yang Bang (16th International Conference on Pattern Recognition, ICPR 2002, Quebec, Canada, August 11-15, 2002, 2002)

Membership Authentication in Dynamic Face Groups - Shaoning Pang; Daijin Kim; Sung Yang Bang (16th International Conference on Pattern Recognition, ICPR 2002, Quebec, Canada, August 11-15, 2002, 2002)

Real-Time Multiple People Tracking Using Competitive Condensation - Heegu Kang; Daijin Kim; Sung Yang Bang (16th International Conference on Pattern Recognition, ICPR 2002, Quebec, Canada, August 11-15, 2002, 2002)

Face Recognition Using LDA Mixture Model - Hyun-Chul Kim; Daijin Kim; Sung Yang Bang (16th International Conference on Pattern Recognition, ICPR 2002, Quebec, Canada, August 11-15, 2002, 2002)

Human Face Detection in Digital Video Using SVM Ensemble - Hong-Mo Je; Daijin Kim; Sung Yang Bang; Sangyoon Lee; YoungSik Choi (Proceedings of the 6th Joint Conference on Information Science, March 8-13, 2002, Research Triangle Park, North Carolina, USA, 2002)

Support Vector Machine Ensemble with Bagging - Hyun-Chul Kim; Shaoning Pang; Hong-Mo Je; Daijin Kim; Sung Yang Bang (Pattern Recognition with Support Vector Machines, First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002, Proceedings, 2002)

IRIS Data Classification Using Tolerant Rough Sets\(^1\) - Daijin Kim; Sung Yang Bang (J. Adv. Comput. Intell. Intell. Informatics, 2000)

A Handwritten Numeral Character Classification Using Tolerant Rough Set - Daijin Kim; Sung Yang Bang (IEEE Trans. Pattern Anal. Mach. Intell., 2000)

Modeling Character Superiority Effect in Korean Characters by Using IAM - Chang Su Park; Sung Yang Bang (Biologically Motivated Computer Vision, First IEEE International Workshop, BMVC 2000, Seoul, Korea, May 15-17, 2000, Proceedings, 2000)

Highly accurate recognition of printed Korean characters through an improved two-stage classification method - Jin-Soo Lee; Oh Jun Kwon; Sung Yang Bang (Pattern Recognit., 1999)

A measure of recognition difficulty for a character image database - Jung-Tae Kim; Sung Yang Bang (Pattern Recognit., 1998)

Comments on "The effects of quantization on multilayer neural networks" [and reply] - Oh Jun Kwon; Sung Yang Bang; Günhan Dündar; K. Rose (IEEE Trans. Neural Networks, 1998)

A Unified Design Method which Generates a Fault Tolerant MLP while Minimizing the Quantization Effects - Oh Jun Kwon; Sung Yang Bang (The Fifth International Conference on Neural Information Processing, ICONIP'R98, Kitakyushu, Japan, October 21-23, 1998, Proceedings, 1998)

An Efficient Method to Construct a Radial Basis Function Neural Network Classifier - Young-Sup Hwang; Sung Yang Bang (Neural Networks, 1997)

An improved time series prediction by applying the layer-by-layer learning method to FIR neural networks - Hee-Yeal Yu; Sung Yang Bang (Neural Networks, 1997)

A variation measure for handwritten character image data using entropy difference - Dea-Hwan Kim; Eun-Jung Kim; Sung Yang Bang (Pattern Recognit., 1997)

Recognition of unconstrained handwritten numerals by a radial basis function neural network classifier - Young-Sup Hwang; Sung Yang Bang (Pattern Recognit. Lett., 1997)

Design of a Fault Tolerant Multilayer Perceptron with a Desired Level of Robustness - Oh Jun Kwon; Sung Yang Bang (Artificial Neural Networks - ICANN '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings, 1997)

Constraints on handwriting Korean characters to improve the machine readability - Choi Baek Young; Sung Yang Bang (4th International Conference Document Analysis and Recognition (ICDAR '97), 2-Volume Set, August 18-20, 1997, Ulm, Germany, Proceedings, 1997)

A Measure of Recognition Difficulty for a Character Image Database - Jung-Tae Kim; Sung Yang Bang (4th International Conference Document Analysis and Recognition (ICDAR '97), 2-Volume Set, August 18-20, 1997, Ulm, Germany, Proceedings, 1997)

Highly accurate recognition of printed Korean characters through an improved grapheme recognition method - Jin-Soo Lee; Oh Jun Kwon; Sung Yang Bang (13th International Conference on Pattern Recognition, ICPR 1996, Vienna, Austria, 25-19 August, 1996, 1996)

An efficient method to construct a radial basis function neural network classifier and its application to unconstrained handwritten digit recognition - Young-Sup Hwang; Sung Yang Bang (13th International Conference on Pattern Recognition, ICPR 1996, Vienna, Austria, 25-19 August, 1996, 1996)

Handwritten Korean character image database PE92 - Daehwan Kim; Young-Sup Hwang; Sang-Tae Park; Eun-Jung Kim; Sang-Hoon Paek; Sung Yang Bang (2nd International Conference Document Analysis and Recognition, ICDAR '93, October 20-22, 1993, Tsukuba City, Japan, 1993)