Kevin Y. Yip

Orcid: 0000-0001-5516-9944

According to our database1, Kevin Y. Yip authored at least 41 papers between 2003 and 2022.

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Bibliography

2022
Reusability report: Capturing properties of biological objects and their relationships using graph neural networks.
Nat. Mach. Intell., 2022

Deep learning identifies and quantifies recombination hotspot determinants.
Bioinform., 2022

2020
A unified framework for integrative study of heterogeneous gene regulatory mechanisms.
Nat. Mach. Intell., 2020

Flexible k-mers with variable-length indels for identifying binding sequences of protein dimers.
Briefings Bioinform., 2020

Shaping the nebulous enhancer in the era of high-throughput assays and genome editing.
Briefings Bioinform., 2020

2018
A network approach to exploring the functional basis of gene-gene epistatic interactions in disease susceptibility.
Bioinform., 2018

A comprehensive web tool for toehold switch design.
Bioinform., 2018

2017
OMBlast: alignment tool for optical mapping using a seed-and-extend approach.
Bioinform., 2017

OMTools: a software package for visualizing and processing optical mapping data.
Bioinform., 2017

2016
A novel method for discovering local spatial clusters of genomic regions with functional relationships from DNA contact maps.
Bioinform., 2016

Analysis of sequencing data for probing RNA secondary structures and protein-RNA binding in studying posttranscriptional regulations.
Briefings Bioinform., 2016

Towards a More Accurate Error Model for BioNano Optical Maps.
Proceedings of the Bioinformatics Research and Applications - 12th International Symposium, 2016

2014
Computational identification of protein binding sites on RNAs using high-throughput RNA structure-probing data.
Bioinform., 2014

ECplot: an online tool for making standardized plots from large datasets for bioinformatics publications.
Bioinform., 2014

2013
Mining Order-Preserving Submatrices from Data with Repeated Measurements.
IEEE Trans. Knowl. Data Eng., 2013

2011
Decision Trees for Uncertain Data.
IEEE Trans. Knowl. Data Eng., 2011

Metric and trigonometric pruning for clustering of uncertain data in 2D geometric space.
Inf. Syst., 2011

ACT: aggregation and correlation toolbox for analyses of genome tracks.
Bioinform., 2011

2009
A semi-supervised approach to projected clustering with applications to microarray data.
Int. J. Data Min. Bioinform., 2009

Multi-level learning: improving the prediction of protein, domain and residue interactions by allowing information flow between levels.
BMC Bioinform., 2009

Training set expansion: an approach to improving the reconstruction of biological networks from limited and uneven reliable interactions.
Bioinform., 2009

2008
HCLS 2.0/3.0: Health care and life sciences data mashup using Web 2.0/3.0.
J. Biomed. Informatics, 2008

Case Report: Development of Grid-like Applications for Public Health Using Web 2.0 Mashup Techniques.
J. Am. Medical Informatics Assoc., 2008

An integrated system for studying residue coevolution in proteins.
Bioinform., 2008

A Two-Stage Audio Retrieval Method for Searching Unannotated Audio Clips.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Mining Order-Preserving Submatrices from Data with Repeated Measurements.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007
Mining periodic patterns with gap requirement from sequences.
ACM Trans. Knowl. Discov. Data, 2007

On mining micro-array data by Order-Preserving Submatrix.
Int. J. Bioinform. Res. Appl., 2007

LinkHub: a Semantic Web system that facilitates cross-database queries and information retrieval in proteomics.
BMC Bioinform., 2007

The tYNA platform for comparative interactomics: a web tool for managing, comparing and mining multiple networks.
Bioinform., 2007

2006
Progressive skylining over Web-accessible databases.
Data Knowl. Eng., 2006

SemBiosphere: A Semantic Web Approach to Recommending Microarray Clustering Services.
Proceedings of the Biocomputing 2006, 2006

Input Validation for Semi-supervised Clustering.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Efficient Clustering of Uncertain Data.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
CLUSTAG: hierarchical clustering and graph methods for selecting tag SNPs.
Bioinform., 2005

YeastHub: a semantic web use case for integrating data in the life sciences domain.
Proceedings of the Proceedings Thirteenth International Conference on Intelligent Systems for Molecular Biology 2005, 2005

On Discovery of Extremely Low-Dimensional Clusters using Semi-Supervised Projected Clustering.
Proceedings of the 21st International Conference on Data Engineering, 2005

2004
HARP: A Practical Projected Clustering Algorithm.
IEEE Trans. Knowl. Data Eng., 2004

Identifying projected clusters from gene expression profiles.
J. Biomed. Informatics, 2004

A web services choreography scenario for interoperating bioinformatics applications.
BMC Bioinform., 2004

2003
A highly-usable projected clustering algorithm for gene expression profiles.
Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), 2003


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