Xiaohua Hu
Orcid: 0000-0002-4777-3022Affiliations:
- Drexel University, College of Computing & Informatics, Philadelphia, PA, USA
- DMW Software, San Mateo, CA, USA
- University of Regina, Department of Computer Science, SK, Canada (PhD 1995)
According to our database1,
Xiaohua Hu
authored at least 370 papers
between 1993 and 2023.
Collaborative distances:
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on drexel.edu
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Bibliography
2023
Improving drug-drug interactions prediction with interpretability via meta-path-based information fusion.
Briefings Bioinform., March, 2023
An Explainable Framework for Predicting Drug-Side Effect Associations via Meta-Path-Based Feature Learning in Heterogeneous Information Network.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
AutoMSR: Auto Molecular Structure Representation Learning for Multi-label Metabolic Pathway Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023
Metadata for Scientific Experiment Reporting: A Case Study in Metal-Organic Frameworks.
CoRR, 2023
Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG).
CoRR, 2023
The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Building Open Knowledge Graph for Metal-Organic Frameworks (MOF-KG): Challenges and Case Studies.
CoRR, 2022
A multi-label learning framework for predicting antibiotic resistance genes via dual-view modeling.
Briefings Bioinform., 2022
Materials Science Ontology Design with an Analytico-Synthetic Facet Analysis Framework.
Proceedings of the Metadata and Semantic Research - 16th Research Conference, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Exploring Pre-Trained Language Models to Build Knowledge Graph for Metal-Organic Frameworks (MOFs).
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
A Joint Graphical Model for Inferring Gene Networks Across Multiple Subpopulations and Data Types.
IEEE Trans. Cybern., 2021
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
An effective framework for semistructured document classification via hierarchical attention model.
Int. J. Intell. Syst., 2021
An exploratory analysis: extracting materials science knowledge from unstructured scholarly data.
Electron. Libr., 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Multi-label Metabolic Pathway Prediction with Auto Molecular Structure Representation Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Text to Insight: Accelerating Organic Materials Knowledge Extraction via Deep Learning.
Proceedings of the Information: Equity, Diversity, Inclusion, Justice, and Relevance, 2021
2020
Identifying Gene Network Rewiring Using Robust Differential Graphical Model with Multivariate $t$t-Distribution.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Differential Network Analysis via Weighted Fused Conditional Gaussian Graphical Model.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Clustering and Integrating of Heterogeneous Microbiome Data by Joint Symmetric Nonnegative Matrix Factorization with Laplacian Regularization.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Hierarchy construction and classification of heterogeneous information networks based on RSDAEf.
Data Knowl. Eng., 2020
WMGCN: Weighted Meta-Graph Based Graph Convolutional Networks for Representation Learning in Heterogeneous Networks.
IEEE Access, 2020
Proceedings of the Metadata and Semantic Research - 14th International Conference, 2020
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
CoRR, 2019
Liver tumor segmentation in CT volumes using an adversarial densely connected network.
BMC Bioinform., 2019
EnImpute: imputing dropout events in single-cell RNA-sequencing data via ensemble learning.
Bioinform., 2019
Bioinform., 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Hierarchical-Document-Structure-Aware Attention with Adaptive Cost Sensitive Learning for Biomedical Document Classification.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Predicting Disease-related RNA Associations based on Graph Convolutional Attention Network.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Weakly Supervised Learning of Recurrent Residual ConvNets for Pancreas Segmentation in CT Scans.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Measuring Disease Similarity Based on Multiple Heterogeneous Disease Information Networks.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Liver Segmentation in CT Images Using a Non-Local Fully Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
Identifying Gene Network Rewiring by Integrating Gene Expression and Gene Network Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018
Nonlinear expression and visualization of nonmetric relationships in genetic diseases and microbiome data.
BMC Bioinform., 2018
ConnectedAlign: a PPI network alignment method for identifying conserved protein complexes across multiple species.
BMC Bioinform., 2018
DiffGraph: an R package for identifying gene network rewiring using differential graphical models.
Bioinform., 2018
Proceedings of the 6th International Conference on Information Technology: IoT and Smart City, 2018
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018
ESNMF: Evolutionary Symmetric Nonnegative Matrix Factorization for Dissecting Dynamic Microbial Networks.
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018
Proceedings of the Intelligent Computing Theories and Application, 2018
Comparative Study of CNN and LSTM based Attention Neural Networks for Aspect-Level Opinion Mining.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
An Ensemble Feature Selection Method Based on Deep Forest for Microbiome-Wide Association Studies.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Inference of protein-protein networks for triple-negative breast cancer using single-patient proteomic data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Automatic Liver Segmentation Using Multi-plane Integrated Fully Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Prediction of Long Non-coding RNA-protein Interaction through Kernel Soft-neighborhood Similarity.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Virus-host Association Prediction by using Kernelized Logistic Matrix Factorization on Heterogeneous Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Multi-View Clustering of Microbiome Samples by Robust Similarity Network Fusion and Spectral Clustering.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
Microbiome Data Representation by Joint Nonnegative Matrix Factorization with Laplacian Regularization.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017
Inf. Retr. J., 2017
Complex., 2017
Prediction of essential proteins based on subcellular localization and gene expression correlation.
BMC Bioinform., 2017
Counter Deanonymization Query: H-index Based <i>k</i>-Anonymization Privacy Protection for Social Networks.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
LKT-FM: A Novel Rating Pattern Transfer Model for Improving Non-overlapping Cross-Domain Collaborative Filtering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
A map-based visual analysis method for patterns discovery of mobile learning in education with big data.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Heterogeneous knowledge transfer via domain regularization for improving cross-domain collaborative filtering.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Visualization of non-metric relationships by adaptive learning multiple maps t-SNE regularization.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
HIV1-human protein-protein interaction prediction based on interface architecture similarity.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Systematic characterization and prediction of tumor-associated genes in mouse using microrna.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Visualization of disease relationships by multiple maps t-SNE regularization based on Nesterov accelerated gradient.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
The modularity of microbial interaction network in healthy human saliva: Stability and specificity.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Preliminary exploratory data analysis of simulated national clinical data research network for future use in annotation of a rare tumor biobanking initiative.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
Learning the Multilingual Translation Representations for Question Retrieval in Community Question Answering via Non-Negative Matrix Factorization.
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Knowl. Inf. Syst., 2016
A novel proteins complex identification based on connected affinity and multi-level seed extension.
Int. J. Data Min. Bioinform., 2016
Identification of the clustering structure in microbiome data by density clustering on the Manhattan distance.
Sci. China Inf. Sci., 2016
contamDE: differential expression analysis of RNA-seq data for contaminated tumor samples.
Bioinform., 2016
Socialized Language Model Smoothing via Bi-directional Influence Propagation on Social Networks.
Proceedings of the 25th International Conference on World Wide Web, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the Interspeech 2016, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Parallel top-k subgraph query in massive graphs: Computing from the perspective of single vertex.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Semi-supervised Dirichlet-Hawkes process with applications of topic detection and tracking in Twitter.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Walking in the PPI network to identify the risky SNP of osteoporosis with decision tree algorithm.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Inference of genetic regulatory network for stem cell using single cells expression data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
A algorithm for identifying disease genes by incorporating the subcellular localization information into the protein-protein interaction networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Achieving high k-coverage and k-consistency in global alignment of multiple PPI networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
A novel identified temporal protein complexes strategy inspired by density-distance and brainstorming process.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Predicting disease-microbe association by random walking on the heterogeneous network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Multi-view clustering microbiome data by joint symmetric nonnegative matrix factorization with Laplacian regularization.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
A novel algorithm for identifying essential proteins by integrating subcellular localization.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews.
Proceedings of The 8th Asian Conference on Machine Learning, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
Protein complex detection in PPI networks based on data integration and supervised learning method.
BMC Bioinform., December, 2015
Dynamic identifying protein functional modules based on adaptive density modularity in protein-protein interaction networks.
BMC Bioinform., December, 2015
Predicting Microbial Interactions Using Vector Autoregressive Model with Graph Regularization.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015
计算机科学, 2015
Int. J. Data Min. Bioinform., 2015
Information Dissemination of Public Health Emergency on Social Networks and Intelligent Computation.
Comput. Intell. Neurosci., 2015
Tackling the Achilles Heel of Social Networks: Influence Propagation based Language Model Smoothing.
Proceedings of the 24th International Conference on World Wide Web, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Predicting microbial interactions by using network-constrained regularization incorporating covariate coefficients and connection signs.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
A novel dimensionality reduction algorithm based on Laplace matrix for microbiome data analysis.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
IEEE Trans. Knowl. Data Eng., 2014
Jointly Image Topic and Emotion Detection using Multi-Modal Hierarchical Latent Dirichlet Allocation.
J. Multim. Inf. Syst., 2014
BMC Bioinform., 2014
Proceedings of The Twenty-Third Text REtrieval Conference, 2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Proceedings of the Bioinformatics Research and Applications - 10th International Symposium, 2014
Proceedings of the First Workshop on Bibliometric-enhanced Information Retrieval co-located with 36th European Conference on Information Retrieval (ECIR 2014), 2014
Proceedings of the Advances in Information Retrieval, 2014
Identifying top Chinese network buzzwords from social media big data set based on time-distribution features.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Automatically recommending healthy living programs to patients with chronic diseases through hybrid content-based and collaborative filtering.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
LA2SNE: A novel stochastic neighbor embedding approach for microbiome data visualization.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Microbiome dynamics analysis using a novel multivariate vector autoregression model with weighted fusion regularization.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Relation extraction from biomedical literature with minimal supervision and grouping strategy.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
A matching framework for modeling symptom and medication relationships from clinical notes.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
2013
IEEE J. Biomed. Health Informatics, 2013
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013
Identifying Authoritative and Reliable Contents in Community Question Answering with Domain Knowledge.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013
Proceedings of the 1st workshop on User engagement optimization, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
A novel protein complex identification algorithm based on gene co-expression (PCIA-GeCo).
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
An integrated approach to identify protein complex based on best neighbor and modularity increment.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Enhancing entity annotation using web service and ontology hierarchy in biomedical domains.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
An evaluation of identification of suspected autism spectrum disorder (ASD) cases in early intervention (EI) records.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
An error detecting and tagging framework for reducing data entry errors in electronic medical records (EMR) system.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Manifold-constrained regularization for variable selection in envrionmental microbiomic data.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Inference of microbial interactions from time series data using vector autoregression model.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
Proceedings of the Modern Advances in Intelligent Systems and Tools, 2012
Utilizing Different Link Types to Enhance Document Clustering Based on Markov Random Field Model With Relaxation Labeling.
IEEE Trans. Syst. Man Cybern. Part A, 2012
Exploiting the Functional and Taxonomic Structure of Genomic Data by Probabilistic Topic Modeling.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
J. Comput., 2012
Modeling and mining term association for improving biomedical information retrieval performance.
BMC Bioinform., 2012
Exploiting semantic structure for mapping user-specified form terms to SNOMED CT concepts.
Proceedings of the ACM International Health Informatics Symposium, 2012
Data exploration and knowledge discovery in a patient wellness tracking (PWT) system at a nurse-managed health services center.
Proceedings of the ACM International Health Informatics Symposium, 2012
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Incorporating word correlation into tag-topic model for semantic knowledge acquisition.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Modeling semantic relations between visual attributes and object categories via dirichlet forest prior.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
Identifying enterotype in human microbiome by decomposing probabilistic topics into components.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
Bridging encounter forms and electronic medical record databases: Annotation, mapping, and integration.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
2011
IEEE Trans. Syst. Man Cybern. Part A, 2011
A Framework for Semisupervised Feature Generation and Its Applications in Biomedical Literature Mining.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
Int. J. Data Warehous. Min., 2011
A Systems Biology Approach for Detecting Toxicity-Related Hotspots inside protein Interaction Networks.
J. Bioinform. Comput. Biol., 2011
Int. J. Granul. Comput. Rough Sets Intell. Syst., 2011
Int. J. Data Min. Bioinform., 2011
Maximizing influence spread in modular social networks by optimal resource allocation.
Expert Syst. Appl., 2011
Promoting ranking diversity for genomics search with relevance-novelty combined model.
BMC Bioinform., 2011
Exploring matrix factorization techniques for significant genes identification of Alzheimer's disease microarray gene expression data.
BMC Bioinform., 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the iConference 2011, 2011
Automatic approaches to clustering occupational description data for prediction of probability of workplace exposure to beryllium.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011
Proceedings of the Conceptual Modeling - ER 2011, 30th International Conference, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
Mining Protein Interactions and Gene Expression Data to Gain Insights into Drug-induced Toxicity Mechanisms.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
Inferring Functional Groups from Microbial Gene Catalogue with Probabilistic Topic Models.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
A Dynamic and Semantically-Aware Technique for Document Clustering in Biomedical Literature.
Proceedings of the Integrations of Data Warehousing, Data Mining and Database Technologies, 2011
2010
A path-traceable query routing mechanism for search in unstructured peer-to-peer networks.
J. Netw. Comput. Appl., 2010
User tags versus expert-assigned subject terms: A comparison of LibraryThing tags and Library of Congress Subject Headings.
J. Inf. Sci., 2010
J. Database Manag., 2010
Mining hidden connections among biomedical concepts from disjoint biomedical literature sets through semantic-based association rule.
Int. J. Intell. Syst., 2010
Int. J. Funct. Informatics Pers. Medicine, 2010
Exploratory analysis of protein translation regulatory networks using hierarchical random graphs.
BMC Bioinform., 2010
Learning an enriched representation from unlabeled data for protein-protein interaction extraction.
BMC Bioinform., 2010
Improving Diversity of Focused Summaries through the Negative Endorsements of Redundant Facts.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
OASNET: an optimal allocation approach to influence maximization in modular social networks.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Can clinicians create high-quality databases: a study on a flexible electronic health record (fEHR) system.
Proceedings of the ACM International Health Informatics Symposium, 2010
Metadata Effectiveness: A Comparison between User-Created Social Tags and Author-Provided Metadata.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
Exploring matrix factorization techniques for significant genes identification of microarray dataset.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010
Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010
A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information.
Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010
2009
Proceedings of the Fuzzy Systems in Bioinformatics and Computational Biology, 2009
Microarray Gene Cluster Identification and Annotation Through Cluster Ensemble and EM-Based Informative Textual Summarization.
IEEE Trans. Inf. Technol. Biomed., 2009
Mining, Modeling, and Evaluation of Subnetworks From Large Biomolecular Networks and Its Comparison Study.
IEEE Trans. Inf. Technol. Biomed., 2009
Robust Detection and Genotyping of Single Feature Polymorphisms from Gene Expression Data.
PLoS Comput. Biol., 2009
A Dynamic and Semantically-Aware Technique for Document Clustering in Biomedical Literature.
Int. J. Data Warehous. Min., 2009
BMC Bioinform., 2009
Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Addressing the Variability of Natural Language Expression in Sentence Similarity with Semantic Structure of the Sentences.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
AskDragon: a redundancy-based factoid question answering system with lightweight local context analysis.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009
Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009
Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009
Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009
Proceedings of the Proceeding of the 3rd International Workshop on Data and Text Mining in Bioinformatics, 2009
Exploratory Analysis of Protein Translation Regulatory Networks Using Hierarchical Random Graphs.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
2008
Proceedings of the Data Mining: Foundations and Practice, 2008
IEEE Trans. Inf. Technol. Biomed., 2008
On blocks and coverings based on semi-equivalence relation in pansystems methodology.
Kybernetes, 2008
Int. J. Data Warehous. Min., 2008
A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information.
Int. J. Data Warehous. Min., 2008
Inf. Process. Manag., 2008
Int. J. Knowl. Manag., 2008
BMC Bioinform., 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the SIAM International Conference on Data Mining, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Utilizing Semantic, Syntactic, and Question Category Information for Automated Digital Reference Services.
Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008
Combination of Granules, Rough Sets with Evidence Theory and its Application in Incomplete Data Fusion for Belief Estimation.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008
Multi-objective Evolutionary Algorithm for Mining 3D Clusters in Gene-sample-time Microarray Data.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008
A Novel Unsupervised Feature Selection Method for Bioinformatics Data Sets through Feature Clustering.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008
Document Clustering by Semantic Smoothing and Dynamic Growing Cell Structure (DynGCS) for Biomedical Literature.
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008
Proceedings of the Advanced Information Systems Engineering, 20th International Conference, 2008
A Mixture Language Model for Class-Attribute Mining from Biomedical Literature Digital Library.
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008
2007
IEEE Trans. Knowl. Data Eng., 2007
A Novel Approach for Mining and Fuzzy Simulation of Subnetworks From Large Biomolecular Networks.
IEEE Trans. Fuzzy Syst., 2007
Data Mining and Predictive Modeling of Biomolecular Network from Biomedical Literature Databases.
IEEE ACM Trans. Comput. Biol. Bioinform., 2007
Biomedical ontology improves biomedical literature clustering performance: a comparison study.
Int. J. Bioinform. Res. Appl., 2007
Int. J. Bioinform. Res. Appl., 2007
Data Knowl. Eng., 2007
A coherent graph-based semantic clustering and summarization approach for biomedical literature and a new summarization evaluation method.
BMC Bioinform., 2007
Mining and state-space modeling and verification of sub-networks from large-scale biomolecular networks.
BMC Bioinform., 2007
A New Decision Tree Classification Method for Mining High-Speed Data Streams Based on Threaded Binary Search Trees.
Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007
Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007
Proceedings of the IJCAI 2007, 2007
Dragon Toolkit: Incorporating Auto-Learned Semantic Knowledge into Large-Scale Text Retrieval and Mining.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
Mining and Dynamic Simulation of Sub-Networks from Large Biomolecular Networks.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007
An Incremental Algorithm for Mining Default Definite Decision Rules from Incomplete Decision Tables.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007
Algorithms for Different Approximations in Incomplete Information Systems with Maximal Compatible Classes as Primitive Granules.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007
Utilization of Global Ranking Information in Graph- Based Biomedical Literature Clustering.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007
A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering.
Proceedings of the Advances in Databases: Concepts, 2007
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
Using Two-Stage Concept-Based Singular Value Decomposition Technique as a Query Expansion Strategy.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
2006
Proceedings of the Foundations and Novel Approaches in Data Mining, 2006
A semi-supervised efficient learning approach to extract biological relationships from web-based biomedical digital library.
Web Intell. Agent Syst., 2006
Anti-parallel Coiled Coils Structure Prediction by Support Vector Machine Classification.
Trans. Comp. Sys. Biology, 2006
GE-Miner: integration of cluster ensemble and text mining for comprehensive gene expression analysis.
Int. J. Bioinform. Res. Appl., 2006
A Comparison of Local Analysis, Global Analysis and Ontology-based Query Expansion Strategies for Bio-medical Literature Search.
Proceedings of the IEEE International Conference on Systems, 2006
Knowledge Dependency Relationships in Incomplete Information System Based on Tolerance Relations.
Proceedings of the IEEE International Conference on Systems, 2006
Context-sensitive semantic smoothing for the language modeling approach to genomic IR.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
A Semantic Approach for Mining Hidden Links from Complementary and Non-interactive Biomedical Literature.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Mining and analyzing the topological structure of protein-protein interaction networks.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Proceedings of the Rough Sets and Current Trends in Computing, 2006
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006
Clustering Large Collection of Biomedical Literature Based on Ontology-Enriched Bipartite Graph Representation and Mutual Refinement Strategy.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006
Integration of semantic-based bipartite graph representation and mutual refinement strategy for biomedical literature clustering.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
A comprehensive comparison study of document clustering for a biomedical digital library MEDLINE.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006
Integration of Instance-Based Learning and Text Mining for Identification of Potential Virus/Bacterium as Bio-terrorism Weapons.
Proceedings of the Intelligence and Security Informatics, 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
Ensembles of classifiers based on rough sets theory and set-oriented database operations.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
Proceedings of the Advances in Information Retrieval, 2006
A Coherent Biomedical Literature Clustering and Summarization Approach Through Ontology-Enriched Graphical Representations.
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006
Proceedings of the Database Systems for Advanced Applications, 2006
Integration of cluster ensemble and EM based text mining for microarray gene cluster identification and annotation.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
Biomedical Ontology MeSH Improves Document Clustering Qualify on MEDLINE Articles: A Comparison Study.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006
2005
KXtractor: An Effective Biomedical Information Extraction Technique Based on Mixture Hidden Markov Models.
Trans. Comp. Sys. Biology, 2005
Mining novel connections from online biomedical text databases using semantic query expansion and semantic-relationship pruning.
Int. J. Web Grid Serv., 2005
Int. J. Bioinform. Res. Appl., 2005
Int. J. Bioinform. Res. Appl., 2005
Int. J. Bus. Intell. Data Min., 2005
Appl. Intell., 2005
Proceedings of the Rough Sets, 2005
An Automatic Unsupervised Querying Algorithm for Efficient Information Extraction in Biomedical Domain.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Mining Candidate Viruses as Potential Bio-terrorism Weapons from Biomedical Literature.
Proceedings of the Intelligence and Security Informatics, 2005
SVM Classification to Predict Two Stranded Anti-parallel Coiled Coils based on Protein Sequence Data.
Proceedings of the Computational Science and Its Applications, 2005
Integrating Text Chunking with Mixture Hidden Markov Models for Effective Biomedical Information Extraction.
Proceedings of the Computational Science, 2005
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005
Support vector machines with evolutionary interval neural networks for granular feature transformation in making effective biomedical data classification.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005
A semantic-based approach for mining undiscovered public knowledge from biomedical literature.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005
Semantic Query Expansion Combining Association Rules with Ontologies and Information Retrieval Techniques.
Proceedings of the Data Warehousing and Knowledge Discovery, 2005
Mining undiscovered public knowledge from complementary and non-interactive biomedical literature through semantic pruning.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
An Efficient Approach to Detect a Protein Community from a Seed.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
A Hybrid CI-Based Knowledge Discovery System on Microarray Gene Expression Data.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
Granular SVM-RFE Gene Selection Algorithm for Reliable Prostate Cancer Classification on Microarray Expression Data.
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005
2004
A data warehouse/online analytic processing framework for web usage mining and business intelligence reporting.
Int. J. Intell. Syst., 2004
Ontology-Based Scalable and Portable Information Extraction System to Extract Biological Knowledge from Huge Collection of Biomedical Web Documents.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Intelligent Query Answering Based on Neighborhood Systems and Data Mining Techniques.
Proceedings of the 8th International Database Engineering and Applications Symposium (IDEAS 2004), 2004
Proceedings of the Database Systems for Advances Applications, 2004
Extracting and mining protein-protein interaction network from biomedical literature.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
Proceedings of the 4th IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2004), 2004
Designing and developing an automatic interactive keyphrase extraction system with Unified Modeling Language (UML).
Proceedings of the Managing and Enhancing Information: Cultures and Conflicts, 2004
Proceedings of the Second Asia-Pacific Bioinformatics Conference (APBC 2004), 2004
Classification Comparison of Prediction of Solvent Accessibility From Protein Sequences.
Proceedings of the Second Asia-Pacific Bioinformatics Conference (APBC 2004), 2004
2003
Inf. Vis., 2003
A visualization model of interactive knowledge discovery systems and its implementations.
Inf. Vis., 2003
Appl. Math. Lett., 2003
Proceedings of the Fifth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2003), 2003
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003
Bitmap Techniques for Optimizing Decision Support Queries and Association Rule Algorithms.
Proceedings of the 7th International Database Engineering and Applications Symposium (IDEAS 2003), 2003
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003
Proceedings of the Data Warehousing and Knowledge Discovery, 5th International Conference, 2003
Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003
2002
Proceedings of the Rough Sets and Current Trends in Computing, 2002
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
2001
Discovering Maximal Generalized Decision Rules Through Horixontal and Vertical Data Reduction.
Comput. Intell., 2001
Using Rough Sets Theory and Database Operations to Construct a Good Ensemble of Classifiers for Data Mining Applications.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
2000
Proceedings of the Rough Sets and Current Trends in Computing, 2000
Proceedings of the Advances in Artificial Intelligence, 2000
1999
Knowl. Inf. Syst., 1999
1997
Learning Maximal Generalized Decision Rules via Discretization, Generalization, and Rough Set Feature Selection.
Proceedings of the 9th International Conference on Tools with Artificial Intelligence, 1997
1996
Proceedings of the Foundations of Intelligent Systems, 9th International Symposium, 1996
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996
1995
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995
Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995
1994
Learning Data Trend Regularities From Databases in a Dynamic Environment.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994
Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994
1993
An Attribute-Oriented Rough Set Approach for Knowledge Discovery in Databases.
Proceedings of the Rough Sets, 1993