See-Kiong Ng

Peng Yang, Xiaoli Li, Jian-Ping Mei, Chee-Keong Kwoh, See-Kiong Ng: Positive-unlabeled learning for disease gene identification. Bioinformatics 28(20): 2640-2647 (2012)

Sherine Awad, Nicholas Panchy, See-Kiong Ng, Jin Chen: Inferring the Regulatory Interaction Models of transcription Factors in transcriptional Regulatory Networks. J. Bioinformatics and Computational Biology 10(5) (2012)

Min Wu, Xiaoli Li, Chee-Keong Kwoh, See-Kiong Ng, Limsoon Wong: Discovery of Protein Complexes with Core-Attachment Structures from Tandem Affinity Purification (TAP) Data. Journal of Computational Biology 19(9): 1027-1042 (2012)

Eng-Yeow Cheu, Chai Quek, See-Kiong Ng: ARPOP: An Appetitive Reward-Based Pseudo-Outer-Product Neural Fuzzy Inference System Inspired From the Operant Conditioning of Feeding Behavior in Aplysia. IEEE Trans. Neural Netw. Learning Syst. 23(2): 317-329 (2012)

Minh Nhut Nguyen, Xiaoli Li, See-Kiong Ng: Ensemble Based Positive Unlabeled Learning for Time Series Classification. DASFAA (1) 2012: 243-257

Wee Siong Ng, See-Kiong Ng, Wei Wu: PlugCloud - Scaling by Plugging a Personal Cloud Infrastructure. ICPADS 2012: 856-861

Eng-Yeow Cheu, Kelvin Sim, See-Kiong Ng, Chai Quek: Fuzzy associative learning of feature dependency for time series forecasting. IJCNN 2012: 1-7

Guimei Liu, Andre Suchitra, Haojun Zhang, Mengling Feng, See-Kiong Ng, Limsoon Wong: AssocExplorer: an association rule visualization system for exploratory data analysis. KDD 2012: 1536-1539

Wei Wei, Gao Cong, Xiaoli Li, See-Kiong Ng, Guohui Li: Integrating Community Question and Answer Archives. AAAI 2011

Xiaoli Li, Aloysius Tan, Philip S. Yu, See-Kiong Ng: ECODE: Event-Based Community Detection from Social Networks. DASFAA (1) 2011: 22-37

Yuan Fang, Mafruz Zaman Ashrafi, See-Kiong Ng: Privacy beyond Single Sensitive Attribute. DEXA (1) 2011: 187-201

Eng-Yeow Cheu, Chai Quek, See-Kiong Ng: Evolving ensemble of fuzzy models. FUZZ-IEEE 2011: 2668-2675

Guimei Liu, Mengling Feng, Yue Wang, Limsoon Wong, See-Kiong Ng, Tzia Liang Mah, Edmund Jon Deoon Lee: Towards exploratory hypothesis testing and analysis. ICDE 2011: 745-756

Hong Cao, Xiaoli Li, Yew-Kwong Woon, See-Kiong Ng: SPO: Structure Preserving Oversampling for Imbalanced Time Series Classification. ICDM 2011: 1008-1013

Minh Nhut Nguyen, Xiaoli Li, See-Kiong Ng: Positive Unlabeled Leaning for Time Series Classification. IJCAI 2011: 1421-1426

Hugo Willy, Fushan Song, Zeyar Aung, See-Kiong Ng, Wing-Kin Sung: SLiM on Diet: finding short linear motifs on domain interaction interfaces in Protein Data Bank. Bioinformatics 26(8): 1036-1042 (2010)

Min Wu, Xiaoli Li, Hon Nian Chua, Chee-Keong Kwoh, See-Kiong Ng: Integrating diverse biological and computational sources for reliable protein-protein interactions. BMC Bioinformatics 11(S-7): S8 (2010)

Xiaoli Li, Lei Zhang, Bing Liu, See-Kiong Ng: Distributional Similarity vs. PU Learning for Entity Set Expansion. ACL (Short Papers) 2010: 359-364

Xiaoli Li, Bing Liu, See-Kiong Ng: Negative Training Data Can be Harmful to Text Classification. EMNLP 2010: 218-228

Chang Sheng, Wynne Hsu, Mong-Li Lee, Joo Chuan Tong, See-Kiong Ng: Mining mutation chains in biological sequences. ICDE 2010: 473-484

Eng-Yeow Cheu, Chai Quek, See-Kiong Ng: Time series forecasting with appetitive reward-based pseudo-outer-product fuzzy neural network. IJCNN 2010: 1-8

Zeyar Aung, See-Kiong Ng: An Indexing Scheme for Fast and Accurate Chemical Fingerprint Database Searching. SSDBM 2010: 288-305

Min Wu, Xiaoli Li, Chee Keong Kwoh, See-Kiong Ng: A core-attachment based method to detect protein complexes in PPI networks. BMC Bioinformatics 10 (2009)

Mafruz Zaman Ashrafi, See-Kiong Ng: Privacy-preserving e-payments using one-time payment details. Computer Standards & Interfaces 31(2): 321-328 (2009)

Suisheng Tang, Zhuo Zhang, Gopalakrishnan Kavitha, Eng-King Tan, See-Kiong Ng: MDPD: an integrated genetic information resource for Parkinson's disease. Nucleic Acids Research 37(Database-Issue): 858-862 (2009)

Frank Eisenhaber, Chee-Keong Kwoh, See-Kiong Ng, Wing-Kin Sung, Limsoon Wong: Brief Overview of Bioinformatics Activities in Singapore. PLoS Computational Biology 5(9) (2009)

Eng-Yeow Cheu, See-Kiong Ng, Hiok Chai Quek: An Interval type-2 Neural Fuzzy Inference System based on Piaget's action-cognitive paradigm. IEEE Congress on Evolutionary Computation 2009: 925-932

Xiaoli Li, Chuan Sheng Foo, Kar Leong Tew, See-Kiong Ng: Searching for Rising Stars in Bibliography Networks. DASFAA 2009: 288-292

Mafruz Zaman Ashrafi, See-Kiong Ng: Efficient and Anonymous Online Data Collection. DASFAA 2009: 471-485

Eng-Yeow Cheu, See-Kiong Ng, Chai Quek: A hypothalamic and piagetian fuzzy inference system: HtPFIS. FUZZ-IEEE 2009: 1-6

Sintiani Dewi Teddy, See-Kiong Ng: KCMAC-TSK: A fuzzy cerebellar model with localized TSK learning for non-linear system identification. FUZZ-IEEE 2009: 1633-1638

Mafruz Zaman Ashrafi, See-Kiong Ng: Collusion-resistant anonymous data collection method. KDD 2009: 69-78

Kelvin Sim, Vivekanand Gopalkrishnan, Hon Nian Chua, See-Kiong Ng: MACs: Multi-Attribute Co-clusters with High Correlation Information. ECML/PKDD (2) 2009: 398-413

Xiaoli Li, Philip S. Yu, Bing Liu, See-Kiong Ng: Positive Unlabeled Learning for Data Stream Classification. SDM 2009: 257-268

Xiaoli Li, Jun-Xiang Lee, Bharadwaj Veeravalli, See-Kiong Ng: Inferring Transcription Factor interactions using a novel HV-SVM classifier. I. J. Computational Biology and Drug Design 1(1): 59-73 (2008)

Zeyar Aung, Soon-Heng Tan, See-Kiong Ng, Kian-Lee Tan: Ppiclust: Efficient Clustering of 3D protein-protein Interaction Interfaces. J. Bioinformatics and Computational Biology 6(3): 415-433 (2008)

Mafruz Zaman Ashrafi, See-Kiong Ng: Enabling Privacy-Preserving e-Payment Processing. DASFAA 2008: 596-603

Hon Nian Chua, Kar Leong Tew, Xiaoli Li, See-Kiong Ng: A Unified Scoring Scheme for Detecting Essential Proteins in Protein Interaction Networks. ICTAI (2) 2008: 66-73

Eng-Yeow Cheu, Hiok Chai Quek, See-Kiong Ng: TNFIS: Tree-based neural fuzzy inference system. IJCNN 2008: 398-405

Xiaoli Li, Jun-Xiang Lee, Bharadwaj Veeravalli, See-Kiong Ng: An HV-SVM Classifier to Infer TF-TF Interactions Using Protein Domains and GO Annotations. BIBE 2007: 1360-1364

Xiaoli Li, Bing Liu, See-Kiong Ng: Learning to Classify Documents with Only a Small Positive Training Set. ECML 2007: 201-213

Jin Chen, Wynne Hsu, Mong-Li Lee, See-Kiong Ng: Labeling network motifs in protein interactomes for protein function prediction. ICDE 2007: 546-555

Xiaoli Li, Bing Liu, See-Kiong Ng: Learning to Identify Unexpected Instances in the Test Set. IJCAI 2007: 2802-2807

Vincent Yan Fu Tan, See-Kiong Ng: Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers. PinKDD 2007: 116-137

Vincent Yan Fu Tan, See-Kiong Ng: Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data Mining. MLDM 2007: 76-90

Jesper Jansson, See-Kiong Ng, Wing-Kin Sung, Hugo Willy: A Faster and More Space-Efficient Algorithm for Inferring Arc-Annotations of RNA Sequences through Alignment. Algorithmica 46(2): 223-245 (2006)

Jung-jae Kim, Zhuo Zhang, Jong C. Park, See-Kiong Ng: BioContrasts: extracting and exploiting protein-protein contrastive relations from biomedical literature. Bioinformatics 22(5): 597-605 (2006)

Jin Chen, Wynne Hsu, Mong-Li Lee, See-Kiong Ng: Increasing confidence of protein interactomes using network topological metrics. Bioinformatics 22(16): 1998-2004 (2006)

Xiaoli Li, Yin-Chet Tan, See-Kiong Ng: Systematic gene function prediction from gene expression data by using a fuzzy nearest-cluster method. BMC Bioinformatics 7(S-4) (2006)

Soon-Heng Tan, Hugo Willy, Wing-Kin Sung, See-Kiong Ng: A correlated motif approach for finding short linear motifs from protein interaction networks. BMC Bioinformatics 7: 502 (2006)

See-Kiong Ng, Soon-Heng Tan: Challenges in biological literature mining for online discovery of molecular interaction pathways. IJCAT 27(4): 259-269 (2006)

Xiaoli Li, Soon-Heng Tan, See-Kiong Ng: Improving domain-based protein interaction prediction using biologically-significant negative dataset. IJDMB 1(2): 138-149 (2006)

Xiaoli Li, Yin-Chet Tan, See-Kiong Ng: Systematic Gene Function Prediction Using a Fuzzy Nearest-Cluster Method on Gene Expression Data. IMSCCS (1) 2006: 171-178

Jin Chen, Wynne Hsu, Mong-Li Lee, See-Kiong Ng: NeMoFinder: dissecting genome-wide protein-protein interactions with meso-scale network motifs. KDD 2006: 106-115

Zhuo Zhang, Merlin Veronika, See-Kiong Ng, Vladimir B. Bajic: Intelligent Extraction Versus Advanced Query: Recognize Transcription Factors from Databases. PRIB 2006: 133-139

Jin Chen, Wynne Hsu, Mong-Li Lee, See-Kiong Ng: Discovering reliable protein interactions from high-throughput experimental data using network topology. Artificial Intelligence in Medicine 35(1-2): 37-47 (2005)

Wei-Khing For, Xiaoming Bao, Woon-Seng Gan, See-Kiong Ng: Reconfigurable Context-Sensitive Bio-Bridge Middleware for Smart Bio-Laboratories. AINA 2005: 561-566

Zhuo Zhang, Suisheng Tang, See-Kiong Ng: Toward discovering disease-specific gene networks from online literature. APBC 2005: 161-169

Xiaoli Li, Soon-Heng Tan, See-Kiong Ng: Protein Interaction Prediction Using Inferred Domain Interactions and Biologically-Significant Negative Dataset. ICCSA (3) 2005: 318-326

Xiaoming Bao, See-Kiong Ng, Eng-Huat Chua, Wei-Khing For: Virtual Lab Dashboard: Ubiquitous Monitoring and Control in a Smart Bio-laboratory. ICCSA (2) 2005: 1167-1176

See-Kiong Ng: Smart bio-laboratories of the future. ISCAS (5) 2005: 4779-4782

See-Kiong Ng, Limsoon Wong: Accomplishments and Challenges in Bioinformatics. IT Professional 6(1): 44-50 (2004)

See-Kiong Ng, Soon-Heng Tan: Discovering Protein-protein Interactions. J. Bioinformatics and Computational Biology 1(4): 711-742 (2004)

Soon-Heng Tan, Zhuo Zhang, See-Kiong Ng: ADVICE: Automated Detection and Validation of Interaction by Co-Evolution. Nucleic Acids Research 32(Web-Server-Issue): 69-72 (2004)

Zhuo Zhang, See-Kiong Ng: InterWeaver: interaction reports for discovering potential protein interaction partners with online evidence. Nucleic Acids Research 32(Web-Server-Issue): 73-75 (2004)

See-Kiong Ng, Zexuan Zhu, Yew-Soon Ong: Whole-Genome Functional Classification of Genes by Latent Semantic Analysis on Microarray Data. APBC 2004: 123-129

Soon-Heng Tan, Wing-Kin Sung, See-Kiong Ng: Discovering Novel Interacting Motif Pairs from Large Protein-Protein Interaction Datasets. BIBE 2004: 568-575

Jin Chen, Wynne Hsu, Mong-Li Lee, See-Kiong Ng: Systematic Assessment of High-Throughput Experimental Data for Reliable Protein Interactions Using Network Topology. ICTAI 2004: 368-372

Haiquan Li, Jinyan Li, Soon-Heng Tan, See-Kiong Ng: Discovery of Binding Motif Pairs from Protein Complex Structural Data and Protein Interaction Sequence Data. Pacific Symposium on Biocomputing 2004: 312-32

Jesper Jansson, See-Kiong Ng, Wing-Kin Sung, Hugo Willy: A Faster and More Space-Efficient Algorithm for Inferring Arc-Annotations of RNA Sequences Through Alignment. WABI 2004: 302-313

See-Kiong Ng, Zhuo Zhang, Soon-Heng Tan: Integrative Approach for Computationally Inferring Protein Domain Interactions. Bioinformatics 19(8): 923-929 (2003)

See-Kiong Ng, Zhuo Zhang, Soon-Heng Tan, Kui Lin: InterDom: a database of putative interacting protein domains for validating predicted protein interactions and complexes. Nucleic Acids Research 31(1): 251-254 (2003)

Vladimir B. Bajic, Vladimir Brusic, Jinyan Li, See-Kiong Ng, Limsoon Wong: From Informatics to Bioinformatics. APBC 2003: 3-12

Jinyan Li, Huiqing Liu, See-Kiong Ng, Limsoon Wong: Discovery of significant rules for classifying cancer diagnosis data. ECCB 2003: 93-102

Jinyan Li, See-Kiong Ng, Limsoon Wong: Bioinformatics Adventures in Database Research. ICDT 2003: 31-46

See-Kiong Ng, Zhuo Zhang, Soon-Heng Tan: Integrative Approach for Computationally Inferring Protein Domain Interactions. SAC 2003: 115-121

Alberto Caprara, Giuseppe Lancia, See-Kiong Ng: Sorting Permutations by Reversals Through Branch-and-Price. INFORMS Journal on Computing 13(3): 224-244 (2001)

Alberto Caprara, Giuseppe Lancia, See-Kiong Ng: Fast practical solution of sorting by reversals. SODA 2000: 12-21