Andrew K. C. Wong

Publication Activity (10 Years)

Years Active: 1971-2023
Publications (10 Years): 12

Top Venues

BIBM

BCB

IEEE ACM Trans. Comput. Biol. Bioinform.

CoRR

Publications

Andrew K. C. Wong, Pei-Yuan Zhou, Annie E.-S. Lee
Theory and rationale of interpretable all-in-one pattern discovery and disentanglement system. npj Digit. Medicine 6 (2023)
Pei-Yuan Zhou, Andrew K. C. Wong
Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Peiyuan Zhou, Andrew K. C. Wong, Yang Yang, Scott T. Leatherdale, Kate Battista, Zahid A. Butt, George Michalopoulos, Helen H. Chen
Cohort Characteristics and Factors Associated with Cannabis Use among Adolescents in Canada Using Pattern Discovery and Disentanglement Method. CoRR (2021)
Peiyuan Zhou, Andrew K. C. Wong, George Michalopoulos, Robert R. Quinn, Matthew J. Oliver, Yang Yang, Zahid A. Butt, Helen H. Chen
Revealing Common and Rare Patterns for Peritoneal Dialysis Eligibility Decisions with Association Discovery and Disentanglement. BIBM (2020)
En-Shiun Annie Lee, Ho-Yin Antonio Sze-To, Man Hon Wong, Kwong-Sak Leung, Terrence Chi-Kong Lau, Andrew K. C. Wong
Discovering Protein-DNA Binding Cores by Aligned Pattern Clustering. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (2) (2017)
Antonio Sze-To, Andrew K. C. Wong
Pattern-directed aligned pattern clustering. BIBM (2017)
Antonio Sze-To, Andrew K. C. Wong
A Weight-Selection Strategy on Training Deep Neural Networks for Imbalanced Classification. ICIAR (2017)
Pei-Yuan Zhou, Antonio Sze-Tzo, Andrew K. C. Wong
Discovery and disentanglement of protein aligned pattern clusters to reveal subtle functional subgroups. BIBM (2017)
En-Shiun Annie Lee, Fiona J. Whelan, Dawn M. E. Bowdish, Andrew K. C. Wong
Partitioning and correlating subgroup characteristics from Aligned Pattern Clusters. Bioinform. 32 (16) (2016)
Antonio Sze-To, Hamid R. Tizhoosh, Andrew K. C. Wong
Binary Codes for Tagging X-Ray Images via Deep De-Noising Autoencoders. CoRR (2016)
Pei-Yuan Zhou, Gary C. L. Li, Andrew K. C. Wong
An Effective Pattern Pruning and Summarization Method Retaining High Quality Patterns With High Area Coverage in Relational Datasets. IEEE Access 4 (2016)
Antonio Sze-To, Hamid R. Tizhoosh, Andrew K. C. Wong
Binary codes for tagging x-ray images via deep de-noising autoencoders. IJCNN (2016)
Antonio Sze-To, Sanderz Fung, En-Shiun Annie Lee, Andrew K. C. Wong
Predicting Protein-protein interaction using co-occurring Aligned Pattern Clusters. BIBM (2015)
En-Shiun Annie Lee, Sanderz Fung, Ho-Yin Sze-To, Andrew K. C. Wong
Discovering co-occurring patterns and their biological significance in protein families. BMC Bioinform. 15 (S-12) (2014)
Dennis E. H. Zhuang, Gary C. L. Li, Andrew K. C. Wong
Discovery of Temporal Associations in Multivariate Time Series. IEEE Trans. Knowl. Data Eng. 26 (12) (2014)
En-Shiun Annie Lee, Kwong-Sak Leung, Ho-Yin Sze-To, Terrence Chi-Kong Lau, Man Hon Wong, Andrew K. C. Wong
Discovering protein-DNA binding cores by aligned pattern clustering. BIBM (2014)
Andrew K. C. Wong, En-Shiun Annie Lee
Aligning and Clustering Patterns to Reveal the Protein Functionality of Sequences. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (3) (2014)
Sanderz Fung, En-Shiun Annie Lee, Andrew K. C. Wong
Revealing Protein Structures by Co-Occurrence Clustering of Aligned Pattern Clusters. BCB (2013)
Pei-Yuan Zhou, En-Shiun Annie Lee, Andrew K. C. Wong
Regrouping of pattern clusters to reveal characteristics of distinct classes and related classes. BIBM (2013)
En-Shiun Annie Lee, Andrew K. C. Wong
Classifying Proteins by Amino Acid Variations of Sequential Patterns. BCB (2013)
En-Shiun Annie Lee, Sanderz Fung, Ho-Yin Sze-To, Andrew K. C. Wong
Confirming biological significance of co-occurrence clusters of aligned pattern clusters. BIBM (2013)
En-Shiun Annie Lee, Fiona J. Whelan, Dawn M. E. Bowdish, Andrew K. C. Wong
Characterizing Amino Acid Variations of Scavenger Receptors by Class Information Gain. BCB (2013)
En-Shiun Annie Lee, Dennis Zhuang, Andrew K. C. Wong
Aligning Discovered Patterns from Protein Family Sequences. PRIB (2012)
Kirk K. Durston, David K. Y. Chiu, Andrew K. C. Wong, Gary C. L. Li
Statistical discovery of site inter-dependencies in sub-molecular hierarchical protein structuring. EURASIP J. Bioinform. Syst. Biol. 2012 (2012)
En-Shiun Annie Lee, Andrew K. C. Wong
Identifying protein binding functionality of protein family sequences by aligned pattern clusters. BIBM Workshops (2012)
En-Shiun Annie Lee, Andrew K. C. Wong
Identifying protein binding functionality of protein family sequences by Aligned Pattern clusters. BIBM (2012)
Andrew K. C. Wong, Dennis Zhuang, Gary C. L. Li, En-Shiun Annie Lee
Discovery of Delta Closed Patterns and Noninduced Patterns from Sequences. IEEE Trans. Knowl. Data Eng. 24 (8) (2012)
En-Shiun Annie Lee, Andrew K. C. Wong
Synthesizing Aligned Random Pattern Digraphs from protein sequence patterns. BIBM Workshops (2011)
Gene P. K. Wu, Keith C. C. Chan, Andrew K. C. Wong
Unsupervised fuzzy pattern discovery in gene expression data. BMC Bioinform. 12 (S-5) (2011)
Gene P. K. Wu, Keith C. C. Chan, Andrew K. C. Wong, Bin Wu
Unsupervised discovery of fuzzy patterns in gene expression data. BIBM (2010)
Andrew K. C. Wong, Bin Wu, Gene P. K. Wu, Keith C. C. Chan
Pattern discovery for large mixed-mode database. CIKM (2010)
Winnie W. M. Lam, Keith C. C. Chan, David K. Y. Chiu, Andrew K. C. Wong
A Graph-Based Algorithm for Mining Multi-Level Patterns in genomic Data. J. Bioinform. Comput. Biol. 8 (5) (2010)
Andrew K. C. Wong, Dennis Zhuang, Gary C. L. Li, En-Shiun Annie Lee
Discovery of Non-induced Patterns from Sequences. PRIB (2010)
Yanmin Sun, Andrew K. C. Wong, Mohamed S. Kamel
Classification of Imbalanced Data: a Review. Int. J. Pattern Recognit. Artif. Intell. 23 (4) (2009)
Andrew K. C. Wong, Gary C. L. Li
Simultaneous Pattern and Data Clustering for Pattern Cluster Analysis. IEEE Trans. Knowl. Data Eng. 20 (7) (2008)
Andrew K. C. Wong, Wai-Ho Au, Keith C. C. Chan
Discovering High-Order Patterns of Gene Expression Levels. J. Comput. Biol. 15 (6) (2008)
Winnie W. M. Lam, Keith C. C. Chan, David K. Y. Chiu, Andrew K. C. Wong
MAGMA: An Algorithm for Mining Multi-level Patterns in Genomic Data. BIBM (2007)
Wai-Ho Au, Keith C. C. Chan, Andrew K. C. Wong, Yang Wang
Correction to "Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data". IEEE ACM Trans. Comput. Biol. Bioinform. 4 (1) (2007)
Yanmin Sun, Mohamed S. Kamel, Andrew K. C. Wong, Yang Wang
Cost-sensitive boosting for classification of imbalanced data. Pattern Recognit. 40 (12) (2007)
Yanmin Sun, Andrew K. C. Wong, Yang Wang
Generative and Discriminative Learning by CL-Net. IEEE Trans. Syst. Man Cybern. Part B 37 (4) (2007)
Yanmin Sun, Andrew K. C. Wong, Yang Wang
An Overview of Associative Classifiers. DMIN (2006)
Wai-Ho Au, Keith C. C. Chan, Andrew K. C. Wong
A Fuzzy Approach to Partitioning Continuous Attributes for Classification. IEEE Trans. Knowl. Data Eng. 18 (5) (2006)
Yanmin Sun, Yang Wang, Andrew K. C. Wong
Boosting an Associative Classifier. IEEE Trans. Knowl. Data Eng. 18 (7) (2006)
Yanmin Sun, Mohamed S. Kamel, Andrew K. C. Wong
Empirical Study on Weighted Voting Multiple Classifiers. ICAPR (1) (2005)
Andrew K. C. Wong, Peiyi Niu, Xiang He
Fast acquisition of dense depth data by a new structured light scheme. Comput. Vis. Image Underst. 98 (3) (2005)
Wai-Ho Au, Keith C. C. Chan, Andrew K. C. Wong, Yang Wang
Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 2 (2) (2005)
Yanmin Sun, Andrew K. C. Wong, Yang Wang
Parameter Inference of Cost-Sensitive Boosting Algorithms. MLDM (2005)
David K. Y. Chiu, Andrew K. C. Wong
Multiple pattern associations for interpreting structural and functional characteristics of biomolecules. Inf. Sci. 167 (1-4) (2004)
Lili Liu, Andrew K. C. Wong, Yang Wang
A global optimal algorithm for class-dependent discretization of continuous data. Intell. Data Anal. 8 (2) (2004)
Andrew K. C. Wong, Yang Wang
Pattern discovery: a data driven approach to decision support. IEEE Trans. Syst. Man Cybern. Part C 33 (1) (2003)
Yang Wang, Andrew K. C. Wong
From Association to Classification: Inference Using Weight of Evidence. IEEE Trans. Knowl. Data Eng. 15 (3) (2003)
Alfred H. Sham, Andrew K. C. Wong
A locally optimized scene reconstruction from three uncalibrated color images. IROS (2003)
Peiyi Niu, Xiang He, Andrew K. C. Wong
Dense depth map acquisition by hierarchic structured light. IROS (2002)
Alfred H. Sham, Andrew K. C. Wong
Robust scene reconstruction from lines and points in three uncalibrated color images. IROS (2001)
Andrew K. C. Wong, David K. Y. Chiu, Weihong Huang
A discrete-valued clustering algorithm with applications to biomolecular data. Inf. Sci. 139 (1-2) (2001)
Andrew K. C. Wong, Tong Xu, Reda E. Fayek
2D vision directing laser device for 3D measurement and modeling. IROS (2000)
Tom Chau, Andrew K. C. Wong
Pattern Discovery by Residual Analysis and Recursive Partitioning. IEEE Trans. Knowl. Data Eng. 11 (6) (1999)
Z. H. Zhu, René V. Mayorga, Andrew K. C. Wong
A novel variational approach for collision-free trajectory planning of robot manipulators. IROS (1999)
Andrew K. C. Wong, L. Rong, X. Liang
Robotic vision: 3D object recognition and pose determination. IROS (1998)
Andrew K. C. Wong, L. Rong, X. Liang
Robot vision: model synthesis for 3D objects. IROS (1998)
Ramiro Liscano, Andrew K. C. Wong, Shadia Elgazzar
Bayesian attributed hypergraphs: a unified representation of Bayesian networks and hypergraphs for perceptual grouping. SMC (1998)
Qigang Gao, Andrew K. C. Wong, Shang-Hua Wang
Estimating face-pose consistency based on synthetic view space. IEEE Trans. Syst. Man Cybern. Part A 28 (5) (1998)
Ching Zhang, Andrew K. C. Wong
A technique of genetic algorithm and sequence synthesis for multiple molecular sequence alignment. SMC (1998)
René V. Mayorga, Andrew K. C. Wong
A Robust Method for the Concurrent Motion Planning of Multi-Manipulators Systems. J. Intell. Robotic Syst. 19 (1) (1997)
Ching Zhang, Andrew K. C. Wong
Toward efficient multiple molecular sequence alignment: a system of genetic algorithm and dynamic programming. IEEE Trans. Syst. Man Cybern. Part B 27 (6) (1997)
Andrew K. C. Wong, Yang Wang
High-Order Pattern Discovery from Discrete-Valued Data. IEEE Trans. Knowl. Data Eng. 9 (6) (1997)
Ching Zhang, Andrew K. C. Wong
A genetic algorithm for multiple molecular sequence alignment. Comput. Appl. Biosci. 13 (6) (1997)
Andrew K. C. Wong, René V. Mayorga, A. Rong, X. Liang
A vision based online motion planning of robot manipulators. IROS (1996)
Reda E. Fayek, Andrew K. C. Wong
Extracting buildings from aerial topographic maps. IROS (1996)
Andrew K. C. Wong, S. C. Chan, David K. Y. Chiu
Pattern detection in biomolecules using synthesized random sequence. Pattern Recognit. 29 (9) (1996)
Reda E. Fayek, Andrew K. C. Wong
Using hypergraph knowledge representation for natural terrain robot navigation and path planning. ICRA (1996)
Reda E. Fayek, Andrew K. C. Wong
Extracting buildings from aerial topographic maps. ICIP (2) (1996)
Yang Wang, Andrew K. C. Wong
Representing Discovered Patterns Using Attributed Hypergraph. KDD (1996)
René V. Mayorga, Farrokh Janabi-Sharifi, Andrew K. C. Wong
A fast approach for the robust trajectory planning of redunant robot manipulators. J. Field Robotics 12 (2) (1995)
John Y. Ching, Andrew K. C. Wong, Keith C. C. Chan
Class-Dependent Discretization for Inductive Learning from Continuous and Mixed-Mode Data. IEEE Trans. Pattern Anal. Mach. Intell. 17 (7) (1995)
Keith C. C. Chan, Andrew K. C. Wong, David K. Y. Chiu
Learning Sequential Patterns for Probabilistic Inductive Prediction. IEEE Trans. Syst. Man Cybern. Syst. 24 (10) (1994)
René V. Mayorga, Farrokh Janabi-Sharifi, Andrew K. C. Wong
A Simple Method for the Collision Avoidance of Telerobotic Manipulators. ICRA (1994)
Mohamed S. Kamel, Helen C. Shen, Andrew K. C. Wong, T. M. Hong, Radu I. Campeanu
Face recognition using perspective invariant features. Pattern Recognit. Lett. 15 (9) (1994)
Andrew K. C. Wong
Computer vision for autonomous robotics in space. Visual Information Processing (1993)
Mohamed S. Kamel, Helen C. Shen, Andrew K. C. Wong, Radu I. Campeanu
System for the Recognition of Human Faces. IBM Syst. J. 32 (2) (1993)
René V. Mayorga, N. Milano, Andrew K. C. Wong
A fast procedure for manipulator inverse kinematics computation and singularities prevention. J. Field Robotics 10 (1) (1993)
René V. Mayorga, K. S. Ma, Andrew K. C. Wong, B. Ressa
A Fast Approach for the Path Planning of Telerobotic Manipulators. ICRA (2) (1993)
Qigang Gao, Andrew K. C. Wong
Curve detection based on perceptual organization. Pattern Recognit. 26 (7) (1993)
René V. Mayorga, K. S. Ma, Andrew K. C. Wong
A Robust Local Approach For The Obstacle Avoidance Of Redundant Robot Manipulators. IROS (1992)
René V. Mayorga, B. Ressa, Andrew K. C. Wong
A kinematic design optimization of robot manipulators. ICRA (1992)
Andrew K. C. Wong, Qigang Gao
Fast curve detection by geometric reasoning. Visual Information Processing (1992)
René V. Mayorga, Andrew K. C. Wong, N. Milano
A Fast Damped Least-squares Solution To Manipulator Inverse Kinematics And Singularities Prevention. IROS (1992)
Andrew K. C. Wong, Li-Wei Li, Wei-Cheng Liu
Vision system for telerobotics operation. Visual Information Processing (1992)
René V. Mayorga, Andrew K. C. Wong, K. S. Ma
Procedure for manipulator inverse kinematics computation and proper pseudoinverse perturbation. J. Field Robotics 9 (5) (1992)
Keith C. C. Chan, John Y. Ching, Andrew K. C. Wong
A probabilistic inductive learning approach to the acquisition of knowledge in medical expert systems. CBMS (1992)
René V. Mayorga, Andrew K. C. Wong, N. Milano
A fast procedure for manipulator inverse kinematics evaluation and pseudoinverse robustness. IEEE Trans. Syst. Man Cybern. 22 (4) (1992)
S. C. Chan, Andrew K. C. Wong
Synthesis and Recognition of Sequences. IEEE Trans. Pattern Anal. Mach. Intell. 13 (12) (1991)
David K. Y. Chiu, Andrew K. C. Wong, Keith C. C. Chan
Synthesis of Statistical Knowledge from Time-Dependent Data. IEEE Trans. Pattern Anal. Mach. Intell. 13 (3) (1991)
René V. Mayorga, Andrew K. C. Wong, K. S. Ma
An efficient local approach for the path generation of robot manipulators. J. Field Robotics 7 (1) (1990)
René V. Mayorga, Andrew K. C. Wong
A global approach for the optimal path generation of redundant robot manipulators. J. Field Robotics 7 (1) (1990)
René V. Mayorga, B. Ressa, Andrew K. C. Wong
A dexterity measure for robot manipulators. ICRA (1990)
Andrew K. C. Wong, Manlai You, S. C. Chan
An algorithm for graph optimal monomorphism. IEEE Trans. Syst. Man Cybern. 20 (3) (1990)
Andrew K. C. Wong, Keith C. C. Chan
Automating the knowledge acquisition process in the construction of medical expert systems. Artif. Intell. Medicine 2 (5) (1990)
David K. Y. Chiu, Benny Cheung, Andrew K. C. Wong
Information synthesis based on hierarchical maximum entropy discretization. J. Exp. Theor. Artif. Intell. 2 (2) (1990)
Keith C. C. Chan, Andrew K. C. Wong
APACS: a system for the automatic analysis and classification of conceptual pat terns. Comput. Intell. 6 (1990)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrew K. C. Wong