David K. Y. Chiu

Publication Activity (10 Years)

Years Active: 1986-2021
Publications (10 Years): 3

Top Topics

Image Categorization

Randomized Trees

Sequence Alignment

Multiple Instance

Top Venues

ACM Trans. Internet Techn.

Publications

David K. Y. Chiu, Tao Xu, Iker Gondra
Random Graph-based Multiple Instance Learning for Structured IoT Smart City Applications. ACM Trans. Internet Techn. 21 (3) (2021)
Tao Xu, David K. Y. Chiu, Iker Gondra
Common Random Subgraph Modeling Using Multiple Instance Learning. ICPR (2018)
Tao Xu, Iker Gondra, David K. Y. Chiu
A maximum partial entropy-based method for multiple-instance concept learning. Appl. Intell. 46 (4) (2017)
David K. Y. Chiu, Ramya Manjunath
Discovering functional patterns from pattern signatures of P53 protein sequence association structure. Neurocomputing 145 (2014)
Iker Gondra, Tao Xu, David K. Y. Chiu, Michael Cormier
Object Segmentation through Multiple Instance Learning. ICISP (2014)
David K. Y. Chiu, Ramya Manjunath
Inferring the Association Network from p53 Sequence Alignment Using Granular Evaluations. PRIB (2013)
David K. Y. Chiu, Thomas W. H. Lui
NHOP: A Nested Associative Pattern for Analysis of Consensus Sequence Ensembles. IEEE Trans. Knowl. Data Eng. 25 (10) (2013)
Tao Xu, David K. Y. Chiu, Iker Gondra
Constructing Target Concept in Multiple Instance Learning Using Maximum Partial Entropy. MLDM (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)
Tao Xu, Iker Gondra, David K. Y. Chiu
Adaptive Kernel Diverse Density Estimate for Multiple Instance Learning. MLDM (2011)
David K. Y. Chiu, Peter S. C. Xu
InfoBarcoding: Selection of non-contiguous sites in molecular biomarker. ICCABS (2011)
Liang Yu, Lin Gao, Kui Li, Yi Zhao, David K. Y. Chiu
A degree-distribution based hierarchical agglomerative clustering algorithm for protein complexes identification. Comput. Biol. Chem. 35 (5) (2011)
Thomas W. H. Lui, David K. Y. Chiu
Associative classification using patterns from nested granules. Int. J. Granul. Comput. Rough Sets Intell. Syst. 1 (4) (2010)
Kyrylo Bessonov, David K. Y. Chiu, George van der Merwe
Association network modeling from microarray data around fermentation stress response gene NSF1 (YPL230W) using significantly co-expressed gene set. BIBM Workshops (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)
Masood Zamani, David K. Y. Chiu
An Evaluation of DNA Barcoding Using Genetic Programming-Based Process. LSMS/ICSEE (2010)
Hongpeng Yin, Yi Chai, Simon X. Yang, David K. Y. Chiu
A Target Tracking Algorithm based on Adaptive Multiple Feature Fusion. ICINCO-ICSO (2009)
Moshe A. Gadish, David K. Y. Chiu, Cecil W. Forsberg, Serguei P. Golovan
A Granular Hierarchical Approach to Biophysical and Biochemical Evaluations of Transgenic Modifications. IJCBS (2009)
Moshe A. Gadish, David K. Y. Chiu
Detecting Statistical Covariations of Sequence Physicochemical Properties. BSB (2008)
Thomas W. H. Lui, David K. Y. Chiu
Three related types of multi-value association patterns. ICPR (2008)
Xiahong Lin, Lin Gao, Kefei Chen, David K. Y. Chiu
MOHCS: Towards Mining Overlapping Highly Connected Subgraphs CoRR (2008)
Thomas W. H. Lui, David K. Y. Chiu
NHOP: Detecting Descriptive Patterns using Association Pattern Mining. GrC (2008)
Thomas W. H. Lui, David K. Y. Chiu
Complementary Analysis of High-Order Association Patterns and Classification. FLAIRS Conference (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)
David K. Y. Chiu, Yan Wang
Multipattern Consensus Regions in Multiple Aligned Protein Sequences and Their Segmentation. EURASIP J. Bioinform. Syst. Biol. 2006 (2006)
Patrick C. H. Ma, Keith C. C. Chan, Xin Yao, David K. Y. Chiu
An evolutionary clustering algorithm for gene expression microarray data analysis. IEEE Trans. Evol. Comput. 10 (3) (2006)
Lin Gao, Wenbin Liu, Weifeng Li, David K. Y. Chiu
Self-Assembly Based Models and Computation Algorithms for DNA. Int. J. Unconv. Comput. 2 (3) (2006)
Patrick C. H. Ma, Keith C. C. Chan, David K. Y. Chiu
Clustering and re-clustering for Pattern Discovery in Gene Expression Data. J. Bioinform. Comput. Biol. 3 (2) (2005)
Changha Hwang, David K. Y. Chiu, Insuk Sohn
Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform. ICNC (2) (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)
David K. Y. Chiu, Bogdan J. Buczynski
Evaluation Of Selecting Interval Values Of Input Variables In Connectionist Networks. Int. J. Comput. Intell. Appl. 4 (3) (2004)
David K. Y. Chiu, Ryan Zhao, Shu Cen
Evaluation of Microarray Design for Bacterial Strain Identification. JCIS (2002)
John P. Colins, David K. Y. Chiu
Ameliorating Boundary Errors from Quantizing Images with the Discrete Wavelet Transform. JCIS (2002)
Eric Hu, Simon X. Yang, David K. Y. Chiu
A Non-Time Based Tracking Controller for Multiple Nonholonomic Mobile Robots. ICRA (2002)
Eric Hu, Simon X. Yang, David K. Y. Chiu, William R. Smith
Real-time tracking control with obstacle avoidance of multiple mobile robots. ISIC (2002)
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)
David K. Y. Chiu, Mike Y. W. Leung
Evaluating Input Dependency in a Feedforward Neural Network. ICONIP (1998)
David K. Y. Chiu, David R. Brooks
Detecting Themes in Web Document Descriptors. WebNet (1997)
David K. Y. Chiu, F. E. Kavanaugh
The ck-Nearest Neighbor Distance Network: A Network Using Class Boundary Feature Distances. ICONIP (1) (1997)
Andrew K. C. Wong, S. C. Chan, David K. Y. Chiu
Pattern detection in biomolecules using synthesized random sequence. Pattern Recognit. 29 (9) (1996)
David K. Y. Chiu, David A. Gadishev
Texture Comparison Based on Selected Texture Primitives. ICSC (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)
David K. Y. Chiu, George Harauz
A method for inferring probabilistic consensus structure with applications to molecular sequence data. Pattern Recognit. 26 (4) (1993)
H. C. Shen, C. Y. C. Bie, David K. Y. Chiu
A texture-based distance measure for classification. Pattern Recognit. 26 (9) (1993)
C. Y. C. Bie, Helen C. Shen, David K. Y. Chiu
Hierarchical maximum entropy partitioning in texture image analysis. Pattern Recognit. Lett. 14 (5) (1993)
David K. Y. Chiu
Towards an event-space self-configurable neural network. ICNN (1993)
David K. Y. Chiu
A consensus structure inference algorithm. CVPR (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)
David K. Y. Chiu, T. Kolodziejczak
Inferring consensus structure from nucleic acid sequences. Comput. Appl. Biosci. 7 (3) (1991)
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, David K. Y. Chiu
OBSERVER: A Probabilistic Learning System for Ordered Events. Pattern Recognition (1988)
Andrew K. C. Wong, David K. Y. Chiu
Synthesizing Statistical Knowledge from Incomplete Mixed-Mode Data. IEEE Trans. Pattern Anal. Mach. Intell. 9 (6) (1987)
Andrew K. C. Wong, David K. Y. Chiu
An event-covering method for effective probabilistic inference. Pattern Recognit. 20 (2) (1987)
David K. Y. Chiu, Andrew K. C. Wong
Synthesizing Knowledge: A Cluster Analysis Approach Using Event Covering. IEEE Trans. Syst. Man Cybern. 16 (2) (1986)