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ORCIDAndrew K. C. Wong
A. K. C. Wong
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- affiliation: University of Waterloo, Canada
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2020 – today
- 2023
[j80]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)- 2021
- [j79]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): 16 (2021) - [i2]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 abs/2109.01739 (2021) - 2020
- [c62]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: 927-933
2010 – 2019
- 2017
- [j78]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): 254-263 (2017) - [c61]Antonio Sze-To, Andrew K. C. Wong:
Pattern-directed aligned pattern clustering. BIBM 2017: 28-35 - [c60]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: 62-69 - [c59]Antonio Sze-To, Andrew K. C. Wong:
A Weight-Selection Strategy on Training Deep Neural Networks for Imbalanced Classification. ICIAR 2017: 3-10 - 2016
- [j77]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: 7847-7858 (2016) - [j76]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): 2427-2434 (2016) - [c58]Antonio Sze-To, Hamid R. Tizhoosh, Andrew K. C. Wong:
Binary codes for tagging x-ray images via deep de-noising autoencoders. IJCNN 2016: 2864-2871 - [i1]Antonio Sze-To, Hamid R. Tizhoosh, Andrew K. C. Wong:
Binary Codes for Tagging X-Ray Images via Deep De-Noising Autoencoders. CoRR abs/1604.07060 (2016) - 2015
- [c57]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: 55-60 - 2014
- [j75]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): S2 (2014) - [j74]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): 548-560 (2014) - [j73]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): 2969-2982 (2014) - [c56]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: 125-130 - 2013
- [c55]En-Shiun Annie Lee, Andrew K. C. Wong:
Classifying Proteins by Amino Acid Variations of Sequential Patterns. BCB 2013: 276 - [c54]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: 818 - [c53]Sanderz Fung, En-Shiun Annie Lee, Andrew K. C. Wong:
Revealing Protein Structures by Co-Occurrence Clustering of Aligned Pattern Clusters. BCB 2013: 869 - [c52]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: 55-61 - [c51]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: 422-427 - 2012
- [j72]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: 8 (2012) - [j71]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): 1408-1421 (2012) - [c50]En-Shiun Annie Lee, Andrew K. C. Wong:
Identifying protein binding functionality of protein family sequences by Aligned Pattern clusters. BIBM 2012: 1-6 - [c49]En-Shiun Annie Lee, Andrew K. C. Wong:
Identifying protein binding functionality of protein family sequences by aligned pattern clusters. BIBM Workshops 2012: 968-970 - [c48]En-Shiun Annie Lee, Dennis Zhuang, Andrew K. C. Wong:
Aligning Discovered Patterns from Protein Family Sequences. PRIB 2012: 243-254 - 2011
- [j70]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): S5 (2011) - [c47]En-Shiun Annie Lee, Andrew K. C. Wong:
Synthesizing Aligned Random Pattern Digraphs from protein sequence patterns. BIBM Workshops 2011: 178-185 - 2010
- [j69]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): 789-807 (2010) - [c46]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: 269-273 - [c45]Andrew K. C. Wong, Bin Wu, Gene P. K. Wu, Keith C. C. Chan:
Pattern discovery for large mixed-mode database. CIKM 2010: 859-868 - [c44]Andrew K. C. Wong, Dennis Zhuang, Gary C. L. Li, En-Shiun Annie Lee:
Discovery of Non-induced Patterns from Sequences. PRIB 2010: 149-160
2000 – 2009
- 2009
- [j68]Yanmin Sun, Andrew K. C. Wong, Mohamed S. Kamel:
Classification of Imbalanced Data: a Review. Int. J. Pattern Recognit. Artif. Intell. 23(4): 687-719 (2009) - [r1]Andrew K. C. Wong, Yang Wang, Gary C. L. Li:
Pattern Discovery as Event Association. Encyclopedia of Data Warehousing and Mining 2009: 1497-1504 - 2008
- [j67]Andrew K. C. Wong, Wai-Ho Au, Keith C. C. Chan:
Discovering High-Order Patterns of Gene Expression Levels. J. Comput. Biol. 15(6): 625-637 (2008) - [j66]Andrew K. C. Wong, Gary C. L. Li:
Simultaneous Pattern and Data Clustering for Pattern Cluster Analysis. IEEE Trans. Knowl. Data Eng. 20(7): 911-923 (2008) - 2007
- [j65]Yanmin Sun, Mohamed S. Kamel, Andrew K. C. Wong, Yang Wang:
Cost-sensitive boosting for classification of imbalanced data. Pattern Recognit. 40(12): 3358-3378 (2007) - [j64]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): 157 (2007) - [j63]Yanmin Sun, Andrew K. C. Wong, Yang Wang:
Generative and Discriminative Learning by CL-Net. IEEE Trans. Syst. Man Cybern. Part B 37(4): 1022-1029 (2007) - [c43]A. K. C. Wong, G. C. L. Li:
Using association patterns for discrete-valed data clustering. Artificial Intelligence and Applications 2007: 440-445 - [c42]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: 89-94 - 2006
- [j62]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): 715-719 (2006) - [j61]Yanmin Sun, Yang Wang, Andrew K. C. Wong:
Boosting an Associative Classifier. IEEE Trans. Knowl. Data Eng. 18(7): 988-992 (2006) - [c41]Yanmin Sun, Andrew K. C. Wong, Yang Wang:
An Overview of Associative Classifiers. DMIN 2006: 138-143 - 2005
- [j60]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): 398-422 (2005) - [j59]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): 83-101 (2005) - [c40]Yanmin Sun, Mohamed S. Kamel, Andrew K. C. Wong:
Empirical Study on Weighted Voting Multiple Classifiers. ICAPR (1) 2005: 335-344 - [c39]Yanmin Sun, Andrew K. C. Wong, Yang Wang:
Parameter Inference of Cost-Sensitive Boosting Algorithms. MLDM 2005: 21-30 - 2004
- [j58]Lili Liu, Andrew K. C. Wong, Yang Wang:
A global optimal algorithm for class-dependent discretization of continuous data. Intell. Data Anal. 8(2): 151-170 (2004) - [j57]David K. Y. Chiu, Andrew K. C. Wong:
Multiple pattern associations for interpreting structural and functional characteristics of biomolecules. Inf. Sci. 167(1-4): 23-39 (2004) - 2003
- [j56]Yang Wang, Andrew K. C. Wong:
From Association to Classification: Inference Using Weight of Evidence. IEEE Trans. Knowl. Data Eng. 15(3): 764-767 (2003) - [j55]Andrew K. C. Wong, Yang Wang:
Pattern discovery: a data driven approach to decision support. IEEE Trans. Syst. Man Cybern. Part C 33(1): 114-124 (2003) - [c38]Alfred H. Sham, Andrew K. C. Wong:
A locally optimized scene reconstruction from three uncalibrated color images. IROS 2003: 1296-1301 - 2002
- [c37]Peiyi Niu, Xiang He, Andrew K. C. Wong:
Dense depth map acquisition by hierarchic structured light. IROS 2002: 165-171 - 2001
- [j54]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): 97-112 (2001) - [c36]Alfred H. Sham, Andrew K. C. Wong:
Robust scene reconstruction from lines and points in three uncalibrated color images. IROS 2001: 557-562 - 2000
- [c35]Andrew K. C. Wong, Tong Xu, Reda E. Fayek:
2D vision directing laser device for 3D measurement and modeling. IROS 2000: 96-102
1990 – 1999
- 1999
- [j53]Tom Chau, Andrew K. C. Wong:
Pattern Discovery by Residual Analysis and Recursive Partitioning. IEEE Trans. Knowl. Data Eng. 11(6): 833-852 (1999) - [c34]Z. H. Zhu, René V. Mayorga, Andrew K. C. Wong:
A novel variational approach for collision-free trajectory planning of robot manipulators. IROS 1999: 1848-1853 - 1998
- [j52]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): 613-628 (1998) - [c33]Andrew K. C. Wong, L. Rong, X. Liang:
Robotic vision: 3D object recognition and pose determination. IROS 1998: 1202-1209 - [c32]Andrew K. C. Wong, L. Rong, X. Liang:
Robot vision: model synthesis for 3D objects. IROS 1998: 1820-1827 - [c31]Ching Zhang, Andrew K. C. Wong:
A technique of genetic algorithm and sequence synthesis for multiple molecular sequence alignment. SMC 1998: 2442-2447 - [c30]Ramiro Liscano, Andrew K. C. Wong, Shadia Elgazzar:
Bayesian attributed hypergraphs: a unified representation of Bayesian networks and hypergraphs for perceptual grouping. SMC 1998: 4517-4523 - 1997
- [j51]Ching Zhang, Andrew K. C. Wong:
A genetic algorithm for multiple molecular sequence alignment. Comput. Appl. Biosci. 13(6): 565-581 (1997) - [j50]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): 73-88 (1997) - [j49]Andrew K. C. Wong, Yang Wang:
High-Order Pattern Discovery from Discrete-Valued Data. IEEE Trans. Knowl. Data Eng. 9(6): 877-893 (1997) - [j48]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): 918-932 (1997) - 1996
- [j47]Andrew K. C. Wong, S. C. Chan, David K. Y. Chiu:
Pattern detection in biomolecules using synthesized random sequence. Pattern Recognit. 29(9): 1581-1586 (1996) - [c29]Reda E. Fayek, Andrew K. C. Wong:
Extracting buildings from aerial topographic maps. ICIP (2) 1996: 401-404 - [c28]Reda E. Fayek, Andrew K. C. Wong:
Using hypergraph knowledge representation for natural terrain robot navigation and path planning. ICRA 1996: 3625-3630 - [c27]Andrew K. C. Wong, René V. Mayorga, A. Rong, X. Liang:
A vision based online motion planning of robot manipulators. IROS 1996: 940-948 - [c26]Reda E. Fayek, Andrew K. C. Wong:
Extracting buildings from aerial topographic maps. IROS 1996: 1638-1641 - [c25]Yang Wang, Andrew K. C. Wong:
Representing Discovered Patterns Using Attributed Hypergraph. KDD 1996: 283-286 - 1995
- [j46]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): 147-161 (1995) - [j45]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): 641-651 (1995) - 1994
- [j44]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): 877-883 (1994) - [j43]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): 1532-1547 (1994) - [c24]René V. Mayorga, Farrokh Janabi-Sharifi, Andrew K. C. Wong:
A Simple Method for the Collision Avoidance of Telerobotic Manipulators. ICRA 1994: 2430-2435 - 1993
- [j42]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): 307-320 (1993) - [j41]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): 45-72 (1993) - [j40]Qigang Gao, Andrew K. C. Wong:
Curve detection based on perceptual organization. Pattern Recognit. 26(7): 1039-1046 (1993) - [c23]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: 289-294 - [c22]Andrew K. C. Wong:
Computer vision for autonomous robotics in space. Visual Information Processing 1993: 176-191 - 1992
- [j39]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): 681-702 (1992) - [j38]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): 790-798 (1992) - [c21]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: 572-581 - [c20]René V. Mayorga, B. Ressa, Andrew K. C. Wong:
A kinematic design optimization of robot manipulators. ICRA 1992: 396-401 - [c19]René V. Mayorga, Andrew K. C. Wong, N. Milano:
A Fast Damped Least-squares Solution To Manipulator Inverse Kinematics And Singularities Prevention. IROS 1992: 1177-1184 - [c18]René V. Mayorga, K. S. Ma, Andrew K. C. Wong:
A Robust Local Approach For The Obstacle Avoidance Of Redundant Robot Manipulators. IROS 1992: 1727-1734 - [c17]Andrew K. C. Wong, Qigang Gao:
Fast curve detection by geometric reasoning. Visual Information Processing 1992: 68-80 - [c16]Andrew K. C. Wong, Li-Wei Li, Wei-Cheng Liu:
Vision system for telerobotics operation. Visual Information Processing 1992: 112-123 - [p3]A. Mark Earnshaw, Andrew K. C. Wong:
3-D Object Model Synthesis in a Monocular Imaging System. Advances in Machine Vision 1992: 271-287 - 1991
- [j37]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): 265-271 (1991) - [j36]S. C. Chan, Andrew K. C. Wong:
Synthesis and Recognition of Sequences. IEEE Trans. Pattern Anal. Mach. Intell. 13(12): 1245-1255 (1991) - [p2]Keith C. C. Chan, Andrew K. C. Wong:
Statistical Technique for Extracting Classificatory Knowledge from Databases. Knowledge Discovery in Databases 1991: 107-124 - [p1]David K. Y. Chiu, Andrew K. C. Wong, Benny Cheung:
Information Discovery through Hierarchical Maximum Entropy Discretization and Synthesis. Knowledge Discovery in Databases 1991: 125-140 - 1990
- [j35]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): 267-292 (1990) - [j34]Sherman Y. T. Lang, Andrew K. C. Wong:
Building geometric world models with graph synthesis for sensor fusion in mobil e robots. Comput. Intell. 6: 91-107 (1990) - [j33]Keith C. C. Chan, Andrew K. C. Wong:
APACS: a system for the automatic analysis and classification of conceptual pat terns. Comput. Intell. 6: 119-131 (1990) - [j32]Andrew K. C. Wong, Helen C. Shen, P. W. Wong:
Search-Effective Multi-Class Texture Classification. Int. J. Pattern Recognit. Artif. Intell. 4(4): 527-552 (1990) - [j31]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): 117-129 (1990) - [j30]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): 23-55 (1990) - [j29]René V. Mayorga, Andrew K. C. Wong:
A global approach for the optimal path generation of redundant robot manipulators. J. Field Robotics 7(1): 107-128 (1990) - [j28]Andrew K. C. Wong, Manlai You, S. C. Chan:
An algorithm for graph optimal monomorphism. IEEE Trans. Syst. Man Cybern. 20(3): 628-638 (1990) - [c15]Keith C. C. Chan, Andrew K. C. Wong:
Performance Analysis of a Probabilistic Inductive Learning System. ML 1990: 16-23 - [c14]René V. Mayorga, B. Ressa, Andrew K. C. Wong:
A dexterity measure for robot manipulators. ICRA 1990: 656-661 - [c13]René V. Mayorga, Andrew K. C. Wong:
A singularities prevention approach for redundant robot manipulators. ICRA 1990: 812-817
1980 – 1989
- 1989
- [j27]Andrew K. C. Wong, Si W. Lu, Marc Rioux:
Recognition and Shape Synthesis of 3-D Objects Based on Attributed Hypergraphs. IEEE Trans. Pattern Anal. Mach. Intell. 11(3): 279-290 (1989) - [j26]Andrew K. C. Wong, Prasanna K. Sahoo:
A gray-level threshold selection method based on maximum entropy principle. IEEE Trans. Syst. Man Cybern. 19(4): 866-871 (1989) - [c12]René V. Mayorga, Andrew K. C. Wong:
A global approach for the path generation of redundant manipulators. SMC 1989: 538-544 - 1988
- [j25]Prasanna K. Sahoo, S. Soltani, Andrew K. C. Wong:
A survey of thresholding techniques. Comput. Vis. Graph. Image Process. 41(2): 233-260 (1988) - [j24]Hazem M. Raafat, Andrew K. C. Wong:
A texture information-directed region growing algorithm for image segmentation and region classification. Comput. Vis. Graph. Image Process. 43(1): 1-21 (1988) - [j23]Prasanna K. Sahoo, Andrew K. C. Wong:
Generalized Jensen difference based on entropy functions. Kybernetika 24(4): 241-250 (1988) - [c11]Siwei Lu, Andrew K. C. Wong:
Analysis of 3-D scene with partially occluded objects for robot vision. ICPR 1988: 303-308 - [c10]Keith C. C. Chan, Andrew K. C. Wong:
PIS: a probabilistic inference system. ICPR 1988: 360-364