David K. Y. Chiu

According to our database1, David K. Y. Chiu
  • authored at least 48 papers between 1986 and 2017.
  • has a "Dijkstra number"2 of five.



In proceedings 
PhD thesis 



On csauthors.net:


A maximum partial entropy-based method for multiple-instance concept learning.
Appl. Intell., 2017

Discovering functional patterns from pattern signatures of P53 protein sequence association structure.
Neurocomputing, 2014

Object Segmentation through Multiple Instance Learning.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

NHOP: A Nested Associative Pattern for Analysis of Consensus Sequence Ensembles.
IEEE Trans. Knowl. Data Eng., 2013

Inferring the Association Network from p53 Sequence Alignment Using Granular Evaluations.
Proceedings of the Pattern Recognition in Bioinformatics, 2013

Constructing Target Concept in Multiple Instance Learning Using Maximum Partial Entropy.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

A degree-distribution based hierarchical agglomerative clustering algorithm for protein complexes identification.
Computational Biology and Chemistry, 2011

Adaptive Kernel Diverse Density Estimate for Multiple Instance Learning.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

InfoBarcoding: Selection of non-contiguous sites in molecular biomarker.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

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

Associative classification using patterns from nested granules.

An Evaluation of DNA Barcoding Using Genetic Programming-Based Process.
Proceedings of the Life System Modeling and Intelligent Computing, 2010

Multi-value Association Patterns and Data Mining.
Proceedings of the Foundations of Computational Intelligence - Volume 6: Data Mining, 2009

A Granular Hierarchical Approach to Biophysical and Biochemical Evaluations of Transgenic Modifications.
Proceedings of the International Joint Conferences on Bioinformatics, 2009

A Target Tracking Algorithm based on Adaptive Multiple Feature Fusion.
Proceedings of the ICINCO 2009, 2009

MOHCS: Towards Mining Overlapping Highly Connected Subgraphs
CoRR, 2008

Detecting Statistical Covariations of Sequence Physicochemical Properties.
Proceedings of the Advances in Bioinformatics and Computational Biology, 2008

Three related types of multi-value association patterns.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

NHOP: Detecting Descriptive Patterns using Association Pattern Mining.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Complementary Analysis of High-Order Association Patterns and Classification.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

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

An evolutionary clustering algorithm for gene expression microarray data analysis.
IEEE Trans. Evolutionary Computation, 2006

Self-Assembly Based Models and Computation Algorithms for DNA.
IJUC, 2006

Multipattern Consensus Regions in Multiple Aligned Protein Sequences and Their Segmentation.
EURASIP J. Bioinformatics and Systems Biology, 2006

Clustering and re-clustering for Pattern Discovery in Gene Expression Data.
J. Bioinformatics and Computational Biology, 2005

Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

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

Evaluation Of Selecting Interval Values Of Input Variables In Connectionist Networks.
International Journal of Computational Intelligence and Applications, 2004

Ameliorating Boundary Errors from Quantizing Images with the Discrete Wavelet Transform.
Proceedings of the 6th Joint Conference on Information Science, 2002

Evaluation of Microarray Design for Bacterial Strain Identification.
Proceedings of the 6th Joint Conference on Information Science, 2002

A Non-Time Based Tracking Controller for Multiple Nonholonomic Mobile Robots.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

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

Evaluating Input Dependency in a Feedforward Neural Network.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

Detecting Themes in Web Document Descriptors.
Proceedings of WebNet 97, 1997

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

Texture Comparison Based on Selected Texture Primitives.
Proceedings of the Image Analysis Applications and Computer Graphics, 1995

Hierarchical maximum entropy partitioning in texture image analysis.
Pattern Recognition Letters, 1993

A texture-based distance measure for classification.
Pattern Recognition, 1993

A method for inferring probabilistic consensus structure with applications to molecular sequence data.
Pattern Recognition, 1993

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

Inferring consensus structure from nucleic acid sequences.
Computer Applications in the Biosciences, 1991

A consensus structure inference algorithm.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

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

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

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

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

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