Andrew K. C. Wong

According to our database1, Andrew K. C. Wong authored at least 141 papers between 1971 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2004, "For contributions to machine intelligence, computer vision, and intelligent robotics.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepage:

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Bibliography

2017
Discovering Protein-DNA Binding Cores by Aligned Pattern Clustering.
IEEE/ACM Trans. Comput. Biology Bioinform., 2017

A Weight-Selection Strategy on Training Deep Neural Networks for Imbalanced Classification.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Discovery and disentanglement of protein aligned pattern clusters to reveal subtle functional subgroups.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Pattern-directed aligned pattern clustering.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Binary Codes for Tagging X-Ray Images via Deep De-Noising Autoencoders.
CoRR, 2016

Partitioning and correlating subgroup characteristics from Aligned Pattern Clusters.
Bioinformatics, 2016

An Effective Pattern Pruning and Summarization Method Retaining High Quality Patterns With High Area Coverage in Relational Datasets.
IEEE Access, 2016

Binary codes for tagging x-ray images via deep de-noising autoencoders.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Predicting Protein-protein interaction using co-occurring Aligned Pattern Clusters.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Discovery of Temporal Associations in Multivariate Time Series.
IEEE Trans. Knowl. Data Eng., 2014

Aligning and Clustering Patterns to Reveal the Protein Functionality of Sequences.
IEEE/ACM Trans. Comput. Biology Bioinform., 2014

Discovering co-occurring patterns and their biological significance in protein families.
BMC Bioinformatics, 2014

Discovering protein-DNA binding cores by aligned pattern clustering.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Regrouping of pattern clusters to reveal characteristics of distinct classes and related classes.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Confirming biological significance of co-occurrence clusters of aligned pattern clusters.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Characterizing Amino Acid Variations of Scavenger Receptors by Class Information Gain.
Proceedings of the ACM Conference on Bioinformatics, 2013

Classifying Proteins by Amino Acid Variations of Sequential Patterns.
Proceedings of the ACM Conference on Bioinformatics, 2013

Revealing Protein Structures by Co-Occurrence Clustering of Aligned Pattern Clusters.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Discovery of Delta Closed Patterns and Noninduced Patterns from Sequences.
IEEE Trans. Knowl. Data Eng., 2012

Statistical discovery of site inter-dependencies in sub-molecular hierarchical protein structuring.
EURASIP J. Bioinformatics and Systems Biology, 2012

Aligning Discovered Patterns from Protein Family Sequences.
Proceedings of the Pattern Recognition in Bioinformatics, 2012

Identifying protein binding functionality of protein family sequences by aligned pattern clusters.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

Identifying protein binding functionality of protein family sequences by Aligned Pattern clusters.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2011
Unsupervised fuzzy pattern discovery in gene expression data.
BMC Bioinformatics, 2011

Synthesizing Aligned Random Pattern Digraphs from protein sequence patterns.
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010
A Graph-Based Algorithm for Mining Multi-Level Patterns in genomic Data.
J. Bioinformatics and Computational Biology, 2010

Discovery of Non-induced Patterns from Sequences.
Proceedings of the Pattern Recognition in Bioinformatics, 2010

Pattern discovery for large mixed-mode database.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Unsupervised discovery of fuzzy patterns in gene expression data.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009
Pattern Discovery as Event Association.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Classification of Imbalanced Data: a Review.
IJPRAI, 2009

2008
Simultaneous Pattern and Data Clustering for Pattern Cluster Analysis.
IEEE Trans. Knowl. Data Eng., 2008

Discovering High-Order Patterns of Gene Expression Levels.
Journal of Computational Biology, 2008

2007
Generative and Discriminative Learning by CL-Net.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007

Correction to "Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data".
IEEE/ACM Trans. Comput. Biology Bioinform., 2007

Cost-sensitive boosting for classification of imbalanced data.
Pattern Recognition, 2007

MAGMA: An Algorithm for Mining Multi-level Patterns in Genomic Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

Using association patterns for discrete-valed data clustering.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

2006
Boosting an Associative Classifier.
IEEE Trans. Knowl. Data Eng., 2006

A Fuzzy Approach to Partitioning Continuous Attributes for Classification.
IEEE Trans. Knowl. Data Eng., 2006

An Overview of Associative Classifiers.
Proceedings of the 2006 International Conference on Data Mining, 2006

2005
Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data.
IEEE/ACM Trans. Comput. Biology Bioinform., 2005

Fast acquisition of dense depth data by a new structured light scheme.
Computer Vision and Image Understanding, 2005

Parameter Inference of Cost-Sensitive Boosting Algorithms.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Empirical Study on Weighted Voting Multiple Classifiers.
Proceedings of the Pattern Recognition and Data Mining, 2005

2004
Multiple pattern associations for interpreting structural and functional characteristics of biomolecules.
Inf. Sci., 2004

A global optimal algorithm for class-dependent discretization of continuous data.
Intell. Data Anal., 2004

2003
Pattern discovery: a data driven approach to decision support.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2003

From Association to Classification: Inference Using Weight of Evidence.
IEEE Trans. Knowl. Data Eng., 2003

A locally optimized scene reconstruction from three uncalibrated color images.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

2002
Dense depth map acquisition by hierarchic structured light.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002

2001
A discrete-valued clustering algorithm with applications to biomolecular data.
Inf. Sci., 2001

Robust scene reconstruction from lines and points in three uncalibrated color images.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2001

2000
2D vision directing laser device for 3D measurement and modeling.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000

1999
Pattern Discovery by Residual Analysis and Recursive Partitioning.
IEEE Trans. Knowl. Data Eng., 1999

A novel variational approach for collision-free trajectory planning of robot manipulators.
Proceedings of the Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients, 1999

1998
Estimating face-pose consistency based on synthetic view space.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1998

A technique of genetic algorithm and sequence synthesis for multiple molecular sequence alignment.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Bayesian attributed hypergraphs: a unified representation of Bayesian networks and hypergraphs for perceptual grouping.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Robot vision: model synthesis for 3D objects.
Proceedings of the Proceedings 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, 1998

Robotic vision: 3D object recognition and pose determination.
Proceedings of the Proceedings 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, 1998

1997
Toward efficient multiple molecular sequence alignment: a system of genetic algorithm and dynamic programming.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1997

High-Order Pattern Discovery from Discrete-Valued Data.
IEEE Trans. Knowl. Data Eng., 1997

A Robust Method for the Concurrent Motion Planning of Multi-Manipulators Systems.
Journal of Intelligent and Robotic Systems, 1997

A genetic algorithm for multiple molecular sequence alignment.
Computer Applications in the Biosciences, 1997

1996
Pattern detection in biomolecules using synthesized random sequence.
Pattern Recognition, 1996

Representing Discovered Patterns Using Attributed Hypergraph.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

A vision based online motion planning of robot manipulators.
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems. IROS 1996, 1996

Extracting buildings from aerial topographic maps.
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems. IROS 1996, 1996

Using hypergraph knowledge representation for natural terrain robot navigation and path planning.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

Extracting buildings from aerial topographic maps.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Class-Dependent Discretization for Inductive Learning from Continuous and Mixed-Mode Data.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

A fast approach for the robust trajectory planning of redunant robot manipulators.
J. Field Robotics, 1995

1994
Face recognition using perspective invariant features.
Pattern Recognition Letters, 1994

A Simple Method for the Collision Avoidance of Telerobotic Manipulators.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994

1993
Curve detection based on perceptual organization.
Pattern Recognition, 1993

A fast procedure for manipulator inverse kinematics computation and singularities prevention.
J. Field Robotics, 1993

System for the Recognition of Human Faces.
IBM Systems Journal, 1993

Computer vision for autonomous robotics in space.
Proceedings of the Visual Information Processing II, Orlando, FL, USA, April 11, 1993, 1993

A Fast Approach for the Path Planning of Telerobotic Manipulators.
Proceedings of the 1993 IEEE International Conference on Robotics and Automation, 1993

1992
A fast procedure for manipulator inverse kinematics evaluation and pseudoinverse robustness.
IEEE Trans. Systems, Man, and Cybernetics, 1992

Procedure for manipulator inverse kinematics computation and proper pseudoinverse perturbation.
J. Field Robotics, 1992

Vision system for telerobotics operation.
Proceedings of the Visual Information Processing, Orlando, FL, USA, April 20, 1992, 1992

Fast curve detection by geometric reasoning.
Proceedings of the Visual Information Processing, Orlando, FL, USA, April 20, 1992, 1992

A Fast Damped Least-squares Solution To Manipulator Inverse Kinematics And Singularities Prevention.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 1992

A Robust Local Approach For The Obstacle Avoidance Of Redundant Robot Manipulators.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 1992

A kinematic design optimization of robot manipulators.
Proceedings of the 1992 IEEE International Conference on Robotics and Automation, 1992

A probabilistic inductive learning approach to the acquisition of knowledge in medical expert systems.
Proceedings of the Fifth Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'92), 1992

1991
Synthesis of Statistical Knowledge from Time-Dependent Data.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Synthesis and Recognition of Sequences.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Information Discovery through Hierarchical Maximum Entropy Discretization and Synthesis.
Knowledge Discovery in Databases, 1991

Statistical Technique for Extracting Classificatory Knowledge from Databases.
Knowledge Discovery in Databases, 1991

1990
An algorithm for graph optimal monomorphism.
IEEE Trans. Systems, Man, and Cybernetics, 1990

An efficient local approach for the path generation of robot manipulators.
J. Field Robotics, 1990

A global approach for the optimal path generation of redundant robot manipulators.
J. Field Robotics, 1990

Information synthesis based on hierarchical maximum entropy discretization.
J. Exp. Theor. Artif. Intell., 1990

Search-Effective Multi-Class Texture Classification.
IJPRAI, 1990

Building geometric world models with graph synthesis for sensor fusion in mobil e robots.
Computational Intelligence, 1990

APACS: a system for the automatic analysis and classification of conceptual pat terns.
Computational Intelligence, 1990

Automating the knowledge acquisition process in the construction of medical expert systems.
Artificial Intelligence in Medicine, 1990

A singularities prevention approach for redundant robot manipulators.
Proceedings of the 1990 IEEE International Conference on Robotics and Automation, 1990

A dexterity measure for robot manipulators.
Proceedings of the 1990 IEEE International Conference on Robotics and Automation, 1990

Performance Analysis of a Probabilistic Inductive Learning System.
Proceedings of the Machine Learning, 1990

1989
A gray-level threshold selection method based on maximum entropy principle.
IEEE Trans. Systems, Man, and Cybernetics, 1989

Recognition and Shape Synthesis of 3-D Objects Based on Attributed Hypergraphs.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

A global approach for the path generation of redundant manipulators.
Proceedings of the IEEE International Conference on Systems, 1989

1988
Generalized Jensen difference based on entropy functions.
Kybernetika, 1988

A survey of thresholding techniques.
Computer Vision, Graphics, and Image Processing, 1988

A texture information-directed region growing algorithm for image segmentation and region classification.
Computer Vision, Graphics, and Image Processing, 1988

Synthesis of Attributed Hypergraphs for Knowledge Representation of 3-D Objects.
Proceedings of the Pattern Recognition, 1988

OBSERVER: A Probabilistic Learning System for Ordered Events.
Proceedings of the Pattern Recognition, 1988

A singularities avoidance approach for the optimal local path generation of redundant manipulators.
Proceedings of the 1988 IEEE International Conference on Robotics and Automation, 1988

Analysis of 3-D scene with partially occluded objects for robot vision.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

PIS: a probabilistic inference system.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

1987
On the nonuniqueness of discretization of two-dimensional probability distribution subject to the maximization of Shannon's entropy.
IEEE Trans. Information Theory, 1987

An event-covering method for effective probabilistic inference.
Pattern Recognition, 1987

Synthesizing Statistical Knowledge from Incomplete Mixed-Mode Data.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Structuring Free Space as a Hypergraph for Roving Robot Path Planning and Navigation.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Analysis of point feature representation of a perspective image.
Proceedings of the 1987 IEEE International Conference on Robotics and Automation, Raleigh, North Carolina, USA, March 31, 1987

A singularities avoidance method for the trajectory planning of redundant and nonredundant robot manipulators.
Proceedings of the 1987 IEEE International Conference on Robotics and Automation, Raleigh, North Carolina, USA, March 31, 1987

1986
Synthesizing Knowledge: A Cluster Analysis Approach Using Event Covering.
IEEE Trans. Systems, Man, and Cybernetics, 1986

A New Algorithm for Graph Monomorphism Based on the Projections of the Product Graph.
IEEE Trans. Systems, Man, and Cybernetics, 1986

1985
Entropy and Distance of Random Graphs with Application to Structural Pattern Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1985

A new method for gray-level picture thresholding using the entropy of the histogram.
Computer Vision, Graphics, and Image Processing, 1985

Low-Level Learning for a Mobile Robot: Environment Model Acquisition.
Proceedings of the Artificial Intelligence Applications, 1985

1983
Generalized texture representation and metric.
Computer Vision, Graphics, and Image Processing, 1983

1980
Pattern Trajectory Analysis of Nonstationary Multivariate Data.
IEEE Trans. Systems, Man, and Cybernetics, 1980

Graph Optimal Monomorphism Algorithms.
IEEE Trans. Systems, Man, and Cybernetics, 1980

Random Graphs: Structural-Contextual Dichotomy.
IEEE Trans. Pattern Anal. Mach. Intell., 1980

1979
DECA: A Discrete-Valued Data Clustering Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell., 1979

PFS Clustering Method.
IEEE Trans. Pattern Anal. Mach. Intell., 1979

1977
Resolution-Dependent Information Measures for Image Analysis.
IEEE Trans. Systems, Man, and Cybernetics, 1977

A Decision-Directed Clustering Algorithm for Discrete Data.
IEEE Trans. Computers, 1977

1976
Pattern Detection of Multivariate Hormonal Systems.
IEEE Trans. Systems, Man, and Cybernetics, 1976

1975
Typicality, Diversity, and Feature Pattern of an Ensemble.
IEEE Trans. Computers, 1975

A statistical analysis of interdependence in character sequences.
Inf. Sci., 1975

Isolating And Identifying Objects In Line Drawings.
Proceedings of the Advance Papers of the Fourth International Joint Conference on Artificial Intelligence, 1975

1974
Perturbations of a Multimodal Network Model for Urban Transportation Planning.
IEEE Trans. Systems, Man, and Cybernetics, 1974

1973
Regional Planning of Health Care Facilities.
IEEE Trans. Systems, Man, and Cybernetics, 1973

1972
A Dynamic Model for Planning Patient Care in Hospitals.
IEEE Trans. Systems, Man, and Cybernetics, 1972

1971
Computer Perception of Complex Patterns.
Proceedings of the 2nd International Joint Conference on Artificial Intelligence. London, 1971


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