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Volumn 11, Issue 8, 2016, Pages

Knowledge discovery from biomedical ontologies in cross domains

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL ONTOLOGY; DATA MINING; HUMAN; KNOWLEDGE DISCOVERY; MEDICAL ONTOLOGY; CONTROLLED VOCABULARY; KNOWLEDGE; MEDICAL RESEARCH; PROCEDURES; SEMANTICS; SOFTWARE;

EID: 84984893082     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0160005     Document Type: Article
Times cited : (30)

References (83)
  • 1
    • 84877045207 scopus 로고    scopus 로고
    • Mining heterogeneous information networks: A structural analysis approach
    • Sun Y, Han J. Mining heterogeneous information networks: A structural analysis approach. SIGKDD Explorations. 2012; 14(2):20-28. doi: 10.1145/2481244.2481248
    • (2012) SIGKDD Explorations , vol.14 , Issue.2 , pp. 20-28
    • Sun, Y.1    Han, J.2
  • 2
    • 84893594378 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • Linked Open Data Project. Available: http://www.w3.org/wiki/TaskForces/CommunityProjects/LinkingOpenData/DataSets/Statistics Accessed 2 August 2016.
    • Linked Open Data Project
  • 3
    • 84965011188 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • Resource Description Framework. Available: https://en.wikipedia.org/wiki/Resource-Description-Framework Accessed 2 August 2016.
    • Resource Description Framework
  • 4
    • 84876784060 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • SPARQL Protocol and RDF Query Language. Available: https://en.wikipedia.org/wiki/SPARQL Accessed 2 August 2016.
    • SPARQL Protocol RDF Query Language
  • 8
    • 84898010725 scopus 로고    scopus 로고
    • An overview of ontologies and data resources in medical domains
    • Ivanović M, Budimac Z. An overview of ontologies and data resources in medical domains. Expert Systems with Applications. 2014; 41(11):5158-5166. doi: 10.1016/j.eswa.2014.02.045
    • (2014) Expert Systems with Applications , vol.41 , Issue.11 , pp. 5158-5166
    • Ivanović, M.1    Budimac, Z.2
  • 9
    • 77950369345 scopus 로고    scopus 로고
    • Data clustering: 50 years beyond K-means
    • Jun
    • Jain AK. Data clustering: 50 years beyond K-means. Pattern recognition letters. 2010 Jun; 31(8):651-666. doi: 10.1016/j.patrec.2009.09.011
    • (2010) Pattern Recognition Letters , vol.31 , Issue.8 , pp. 651-666
    • Jain, A.K.1
  • 10
    • 84870276254 scopus 로고    scopus 로고
    • Linked data in drug discovery
    • Nov
    • Dumontier M, Wild DJ. Linked data in drug discovery. IEEE Internet Computing. 2012 Nov; 16(6):68-71. doi: 10.1109/MIC.2012.122
    • (2012) IEEE Internet Computing , vol.16 , Issue.6 , pp. 68-71
    • Dumontier, M.1    Wild, D.J.2
  • 12
    • 65649139559 scopus 로고    scopus 로고
    • Practical experience with the maintenance and auditing of a large medical ontology
    • Jun
    • Baorto D, Li L, Cimino JJ. Practical experience with the maintenance and auditing of a large medical ontology. Journal of biomedical informatics. 2009 Jun; 42(3):494-503. doi: 10.1016/j.jbi.2009.03.005
    • (2009) Journal of Biomedical Informatics , vol.42 , Issue.3 , pp. 494-503
    • Baorto, D.1    Li, L.2    Cimino, J.J.3
  • 13
    • 84902511024 scopus 로고    scopus 로고
    • Three decades of data integration-All problems solved?
    • Kluwer R. Jacquart
    • Ziegler P, Dittrich KR. Three decades of data integration-All problems solved? R. Jacquart (Ed.), IFIP Congress Topical Sessions, Kluwer. 2004;3-12.
    • (2004) IFIP Congress Topical Sessions , pp. 3-12
    • Ziegler, P.1    Dittrich, K.R.2
  • 14
    • 79959988943 scopus 로고    scopus 로고
    • BioPortal: Enhanced functionality via new Web services from the National Center for Biomedical Ontology to access and use ontologies in software applications
    • Jul
    • Whetzel PL, Noy NF, Shah NH, Alexander PR, Nyulas C, Tudorache T, et al. BioPortal: enhanced functionality via new Web services from the National Center for Biomedical Ontology to access and use ontologies in software applications. Nucleic acids research. 2011 Jul; 39(2):541-545. doi: 10.1093/nar/gkr469
    • (2011) Nucleic Acids Research , vol.39 , Issue.2 , pp. 541-545
    • Whetzel, P.L.1    Noy, N.F.2    Shah, N.H.3    Alexander, P.R.4    Nyulas, C.5    Tudorache, T.6
  • 15
    • 35948989284 scopus 로고    scopus 로고
    • The OBO Foundry: Coordinated evolution of ontologies to support biomedical data integration
    • Nov
    • Smith B, Ashburner M, Rosse C, Bard J, Bug W, Ceusters W, et al. The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration. Nature biotechnology. 2007 Nov; 25 (11):1251-1255. doi: 10.1038/nbt1346
    • (2007) Nature Biotechnology , vol.25 , Issue.11 , pp. 1251-1255
    • Smith, B.1    Ashburner, M.2    Rosse, C.3    Bard, J.4    Bug, W.5    Ceusters, W.6
  • 16
    • 84984866244 scopus 로고    scopus 로고
    • Semantic cross-domain integration: The intersection of research, public, and clinical data; Creating applicable knowledge for decision support in patient-centric healthcare
    • May
    • Gombocz E. Semantic cross-domain integration: The intersection of research, public, and clinical data; creating applicable knowledge for decision support in patient-centric healthcare. NCBO Webinar Series. 2011 May.
    • (2011) NCBO Webinar Series
    • Gombocz, E.1
  • 18
    • 77951473694 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • ClinicalTrials. Available: https://datahub.io/dataset/bio2rdf-clinicaltrials Accessed 2 August 2016.
    • ClinicalTrials
  • 19
    • 84886764556 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • DrugBank. Available: https://datahub.io/dataset/bio2rdf-drugbank Accessed 2 August 2016.
    • DrugBank
  • 20
    • 84984911219 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • OMIM. Available: https://datahub.io/dataset/bio2rdf-omim Accessed 2 August 2016.
    • OMIM
  • 21
    • 84984910566 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • PharmGKB. Available: https://datahub.io/dataset/bio2rdf-pharmgkb Accessed 2 August 2016.
    • PharmGKB
  • 22
    • 84984920053 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • SIDER. Available: https://datahub.io/dataset/bio2rdf-sider Accessed 2 August 2016.
    • SIDER
  • 23
    • 84984920045 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • KEGG. Available: https://datahub.io/dataset/bio2rdf-kegg-biopax Accessed 2 August 2016.
    • KEGG
  • 24
    • 84984920047 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • CTD. Available: https://datahub.io/dataset/bio2rdf-ctd Accessed 2 August 2016.
    • CTD
  • 25
    • 84984877076 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • HGNC. Available: https://datahub.io/dataset/bio2rdf-hgnc Accessed 2 August 2016.
    • HGNC
  • 26
    • 84984863139 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • MGI. Available: https://datahub.io/dataset/bio2rdf-mgi Accessed 2 August 2016.
    • MGI
  • 28
    • 84984925656 scopus 로고    scopus 로고
    • Ph.D Dissertation, University of Missouri-Kansas City Accessed 2 August 2016
    • Shen F. A Graph Analytics Framework For Knowledge Discovery. Ph.D. Dissertation, University of Missouri-Kansas City. 2016. Available at https://mospace.umsystem.edu/xmlui/handle/10355/49408 Accessed 2 August 2016.
    • (2016) A Graph Analytics Framework for Knowledge Discovery
    • Shen, F.1
  • 32
    • 84984892397 scopus 로고    scopus 로고
    • Accessed 2 August 2016
    • The R Project for Statistic. Available: http://www.r-project.org/Accessed 2 August 2016.
    • The R Project for Statistic
  • 33
    • 0242490780 scopus 로고    scopus 로고
    • Cytoscape: A software environment for integrated models of biomolecular interaction networks
    • Nov
    • Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, et al. Cytoscape: A software environment for integrated models of biomolecular interaction networks. Genome research. 2003 Nov; 13 (11):2498-2504. doi: 10.1101/gr.1239303
    • (2003) Genome Research , vol.13 , Issue.11 , pp. 2498-2504
    • Shannon, P.1    Markiel, A.2    Ozier, O.3    Baliga, N.S.4    Wang, J.T.5    Ramage, D.6
  • 34
    • 84864614370 scopus 로고    scopus 로고
    • Assessing drug target association using semantic linked data
    • Jul
    • Chen B, Ding Y, Wild DJ. Assessing drug target association using semantic linked data. PLoS Comput Biol. 2012 Jul; 8(7):e1002574. doi: 10.1371/journal.pcbi.1002574
    • (2012) PLoS Comput Biol , vol.8 , Issue.7 , pp. e1002574
    • Chen, B.1    Ding, Y.2    Wild, D.J.3
  • 35
    • 84938773639 scopus 로고    scopus 로고
    • Automated concept and relationship extraction for the semi-Automated ontology management (SEAM) system
    • Apr
    • Doing-Harris K, Livnat Y, Meystre S. Automated concept and relationship extraction for the semi-Automated ontology management (SEAM) system. Journal of biomedical semantics. 2015 Apr; 6(1):1. doi: 10.1186/s13326-015-0011-7
    • (2015) Journal of Biomedical Semantics , vol.6 , Issue.1 , pp. 1
    • Doing-Harris, K.1    Livnat, Y.2    Meystre, S.3
  • 36
    • 84920997033 scopus 로고    scopus 로고
    • Ontology-based data integration between clinical and research systems
    • Jan
    • Mate S, Köpcke F, Toddenroth D, Martin M, Prokosch HU, Börkle T, et al. Ontology-based data integration between clinical and research systems. PloS one. 2015 Jan; 10(1):e0116656. doi: 10.1371/journal. pone.0116656
    • (2015) PloS One , vol.10 , Issue.1 , pp. e0116656
    • Mate, S.1    Köpcke, F.2    Toddenroth, D.3    Martin, M.4    Prokosch, H.U.5    Börkle, T.6
  • 38
    • 84872872194 scopus 로고    scopus 로고
    • The Translational Medicine Ontology and Knowledge Base: Driving personalized medicine by bridging the gap between bench and bedside
    • May
    • Luciano JS, Andersson B, Batchelor C, Bodenreider O, Clark T, Denney CK, et al. The Translational Medicine Ontology and Knowledge Base: driving personalized medicine by bridging the gap between bench and bedside. J. Biomedical Semantics. 2011 May; 2(S-2):S1. doi: 10.1186/2041-1480-2-S2-S1
    • (2011) J. Biomedical Semantics , vol.2 , Issue.2 , pp. S1
    • Luciano, J.S.1    Andersson, B.2    Batchelor, C.3    Bodenreider, O.4    Clark, T.5    Denney, C.K.6
  • 39
    • 77953907294 scopus 로고    scopus 로고
    • Chem2Bio2RDF: A semantic framework for linking and data mining chemogenomic and systems chemical biology data
    • May
    • Chen B, Dong X, Jiao D, Wang H, Zhu Q, Ding Y. Chem2Bio2RDF: A semantic framework for linking and data mining chemogenomic and systems chemical biology data. BMC bioinformatics. 2010 May; 11(1):255. doi: 10.1186/1471-2105-11-255
    • (2010) BMC Bioinformatics , vol.11 , Issue.1 , pp. 255
    • Chen, B.1    Dong, X.2    Jiao, D.3    Wang, H.4    Zhu, Q.5    Ding, Y.6
  • 40
    • 84921861095 scopus 로고    scopus 로고
    • The Semanticscience Integrated Ontology (SIO) for biomedical research and knowledge discovery
    • Mar
    • Dumontier M, Baker CJ, Baran J, Callahan A, Chepelev L, Cruz-Toledo J, et al. The Semanticscience Integrated Ontology (SIO) for biomedical research and knowledge discovery. J. Biomedical Semantics. 2014 Mar; 5(1):1. doi: 10.1186/2041-1480-5-14
    • (2014) J. Biomedical Semantics , vol.5 , Issue.1 , pp. 1
    • Dumontier, M.1    Baker, C.J.2    Baran, J.3    Callahan, A.4    Chepelev, L.5    Cruz-Toledo, J.6
  • 42
    • 84862637212 scopus 로고    scopus 로고
    • Improving integrative searching of systems chemical biology data using semantic annotation
    • Mar
    • Chen B, Ding Y, Wild DJ. Improving integrative searching of systems chemical biology data using semantic annotation. J. Cheminformatics. 2012 Mar; 4(1):1. doi: 10.1186/1758-2946-4-6
    • (2012) J. Cheminformatics , vol.4 , Issue.1 , pp. 1
    • Chen, B.1    Ding, Y.2    Wild, D.J.3
  • 46
    • 84955273541 scopus 로고    scopus 로고
    • Detection of domain specific terminology using corpora comparison
    • May
    • Drouin P. Detection of Domain Specific Terminology Using Corpora Comparison. LREC. 2004 May.
    • (2004) LREC
    • Drouin, P.1
  • 48
    • 78650858937 scopus 로고    scopus 로고
    • Building a biomedical ontology recommender web service
    • Jun
    • Jonquet C, Musen MA, Shah NH. Building a biomedical ontology recommender web service. Journal of biomedical semantics. 2010 Jun; 1(1):1. doi: 10.1186/2041-1480-1-S1-S1
    • (2010) Journal of Biomedical Semantics , vol.1 , Issue.1 , pp. 1
    • Jonquet, C.1    Musen, M.A.2    Shah, N.H.3
  • 49
    • 0035236048 scopus 로고    scopus 로고
    • GENIES a natural-language processing system for the extraction of molecular pathways from journal articles
    • Jun
    • Friedman C, Kra P, Yu H, Krauthammer M, Rzhetsky A. GENIES: A natural-language processing system for the extraction of molecular pathways from journal articles. Bioinformatics. 2001 Jun; 17(1):74-82. doi: 10.1093/bioinformatics/17.suppl-1.S74
    • (2001) Bioinformatics , vol.17 , Issue.1 , pp. 74-82
    • Friedman, C.1    Kra, P.2    Yu, H.3    Krauthammer, M.4    Rzhetsky, A.5
  • 50
    • 33847294345 scopus 로고    scopus 로고
    • RelEx-Relation extraction using dependency parse trees
    • Feb
    • Fundel K, Köffner R, Zimmer R. RelEx-Relation extraction using dependency parse trees. Bioinformatics. 2007 Feb; 23(3):365-371. doi: 10.1093/bioinformatics/btl616
    • (2007) Bioinformatics , vol.23 , Issue.3 , pp. 365-371
    • Fundel, K.1    Köffner, R.2    Zimmer, R.3
  • 51
    • 84880914660 scopus 로고    scopus 로고
    • Representing sentence structure in hidden Markov models for information extraction
    • Aug LAWRENCE ERLBAUM ASSOCIATES LTD
    • Ray S, Craven M. Representing sentence structure in hidden Markov models for information extraction. International Joint Conference on Artificial Intelligence. LAWRENCE ERLBAUM ASSOCIATES LTD. 2001 Aug; 17(1):1273-1279.
    • (2001) International Joint Conference on Artificial Intelligence , vol.17 , Issue.1 , pp. 1273-1279
    • Ray, S.1    Craven, M.2
  • 53
    • 66249092827 scopus 로고    scopus 로고
    • Adventures in semantic publishing: Exemplar semantic enhancements of a research article
    • Apr
    • Shotton D, Portwin K, Klyne G, Miles A. Adventures in semantic publishing: exemplar semantic enhancements of a research article. PLoS Comput 2009 Apr; 5(4):e1000361. doi: 10.1371/journal.pcbi. 1000361
    • (2009) PLoS Comput , vol.5 , Issue.4 , pp. e1000361
    • Shotton, D.1    Portwin, K.2    Klyne, G.3    Miles, A.4
  • 54
    • 84937461493 scopus 로고    scopus 로고
    • Hetesim: A general framework for relevance measure in heterogeneous networks
    • Oct
    • Shi C, Kong X, Huang Y, Philip SY, Wu B. Hetesim: A general framework for relevance measure in heterogeneous networks. Knowledge and Data Engineering, IEEE Transactions on. 2014 Oct; 26 (10):2479-2492. doi: 10.1109/TKDE.2013.2297920
    • (2014) Knowledge and Data Engineering IEEE Transactions on , vol.26 , Issue.10 , pp. 2479-2492
    • Shi, C.1    Kong, X.2    Huang, Y.3    Philip, S.Y.4    Wu, B.5
  • 56
    • 77951956681 scopus 로고    scopus 로고
    • iPHACE: Integrative navigation in pharmacological space
    • Apr
    • Garcia-Serna R, Ursu O, Oprea TI, Mestres J. iPHACE: integrative navigation in pharmacological space. Bioinformatics. 2010 Apr; 26(7):985-986. doi: 10.1093/bioinformatics/btq061
    • (2010) Bioinformatics , vol.26 , Issue.7 , pp. 985-986
    • Garcia-Serna, R.1    Ursu, O.2    Oprea, T.I.3    Mestres, J.4
  • 59
    • 79958831734 scopus 로고    scopus 로고
    • Associating drugs targets and clinical outcomes into an integrated network affords a new platform for computer-Aided drug repurposing
    • Mar
    • Oprea TI, Nielsen SK, Ursu O, Yang JJ, Taboureau O, Mathias SL, et al. Associating Drugs, Targets and Clinical Outcomes into an Integrated Network Affords a New Platform for Computer-Aided Drug Repurposing. Molecular informatics. 2011 Mar; 30(2-3):100-111. doi: 10.1002/minf.201100023
    • (2011) Molecular Informatics , vol.30 , Issue.2-3 , pp. 100-111
    • Oprea, T.I.1    Nielsen, S.K.2    Ursu, O.3    Yang, J.J.4    Taboureau, O.5    Mathias, S.L.6
  • 60
    • 68249144628 scopus 로고    scopus 로고
    • Drug discovery using chemical systems biology: Repositioning the safe medicine Comtan to treat multi-drug and extensively drug resistant tuberculosis
    • Jul
    • Kinnings SL, Liu N, Buchmeier N, Tonge PJ, Xie L, Bourne PE. Drug discovery using chemical systems biology: repositioning the safe medicine Comtan to treat multi-drug and extensively drug resistant tuberculosis. PLoS Comput Biol. 2009 Jul; 5(7):e1000423. doi: 10.1371/journal.pcbi.1000423
    • (2009) PLoS Comput Biol , vol.5 , Issue.7 , pp. e1000423
    • Kinnings, S.L.1    Liu, N.2    Buchmeier, N.3    Tonge, P.J.4    Xie, L.5    Bourne, P.E.6
  • 61
    • 80053450964 scopus 로고    scopus 로고
    • The chemical information ontology: Provenance and disambiguation for chemical data on the biological semantic web
    • Oct
    • Hastings J, Chepelev L, Willighagen E, Adams N, Steinbeck C, Dumontier M. The chemical information ontology: provenance and disambiguation for chemical data on the biological semantic web. PLoS One. 2011 Oct; 6(0):e25513. doi: 10.1371/journal.pone.0025513
    • (2011) PLoS One , vol.6 , pp. e25513
    • Hastings, J.1    Chepelev, L.2    Willighagen, E.3    Adams, N.4    Steinbeck, C.5    Dumontier, M.6
  • 62
    • 47249146126 scopus 로고    scopus 로고
    • Drug target identification using side-effect similarity
    • Jul
    • Campillos M, Kuhn M, Gavin AC, Jensen LJ, Bork P. Drug target identification using side-effect similarity. Science. 2008 Jul; 321(5886):263-266. doi: 10.1126/science.1158140
    • (2008) Science , vol.321 , Issue.5886 , pp. 263-266
    • Campillos, M.1    Kuhn, M.2    Gavin, A.C.3    Jensen, L.J.4    Bork, P.5
  • 63
    • 33749335282 scopus 로고    scopus 로고
    • The Connectivity Map: Using geneexpression signatures to connect small molecules, genes, and disease
    • Sep
    • Lamb J, Crawford ED, Peck D, Modell JW, Blat IC, Wrobel MJ, et al. The Connectivity Map: using geneexpression signatures to connect small molecules, genes, and disease. science. 2006 Sep; 313 (5795):1929-1935. doi: 10.1126/science.1132939
    • (2006) Science , vol.313 , Issue.5795 , pp. 1929-1935
    • Lamb, J.1    Crawford, E.D.2    Peck, D.3    Modell, J.W.4    Blat, I.C.5    Wrobel, M.J.6
  • 64
    • 58149090576 scopus 로고    scopus 로고
    • Deep semantic mapping between functional taxonomies for interoperable semantic search
    • Dec;Springer Berlin Heidelberg
    • Kitamura Y, Segawa S, Sasajima M, Tarumi S, Mizoguchi R. Deep semantic mapping between functional taxonomies for interoperable semantic search. In Asian Semantic Web Conference. Springer Berlin Heidelberg. 2008 Dec;137-151
    • (2008) Asian Semantic Web Conference , pp. 137-151
    • Kitamura, Y.1    Segawa, S.2    Sasajima, M.3    Tarumi, S.4    Mizoguchi, R.5
  • 65
    • 84908408935 scopus 로고    scopus 로고
    • State-of-The-Art on mapping maintenance and challenges towards a fully automatic approach
    • Feb
    • Dos Reis JC, Pruski C, Reynaud-Delaître C. State-of-The-Art on mapping maintenance and challenges towards a fully automatic approach. Expert Systems with Applications. 2015 Feb; 42(3):1465-1478. doi: 10.1016/j.eswa.2014.08.047
    • (2015) Expert Systems with Applications , vol.42 , Issue.3 , pp. 1465-1478
    • Dos Reis, J.C.1    Pruski, C.2    Reynaud-Delaître, C.3
  • 67
    • 70549109868 scopus 로고    scopus 로고
    • Information integration in bioinformatics with ontologies and standards
    • Springer Berlin Heidelberg
    • Lambrix P, Strömbäck L, Tan H. Information integration in bioinformatics with ontologies and standards. In Semantic techniques for the web. Springer Berlin Heidelberg. 2009;343-376.
    • (2009) Semantic Techniques for the Web , pp. 343-376
    • Lambrix, P.1    Strömbäck, L.2    Tan, H.3
  • 70
    • 1842535093 scopus 로고    scopus 로고
    • An integrative and interactive framework for improving biomedical pattern discovery and visualization
    • Mar
    • Wang H, Azuaje F, Black N. An integrative and interactive framework for improving biomedical pattern discovery and visualization. IEEE Transactions on Information Technology in Biomedicine. 2004 Mar; 8 (1):16-27. doi: 10.1109/TITB.2004.824727
    • (2004) IEEE Transactions on Information Technology in Biomedicine , vol.8 , Issue.1 , pp. 16-27
    • Wang, H.1    Azuaje, F.2    Black, N.3
  • 72
    • 84899482449 scopus 로고    scopus 로고
    • A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data
    • Apr
    • Gotz D, Wang F, Perer A. A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data. Journal of biomedical informatics. 2014 Apr; 48:148-159. doi: 10.1016/j.jbi.2014.01.007
    • (2014) Journal of Biomedical Informatics , vol.48 , pp. 148-159
    • Gotz, D.1    Wang, F.2    Perer, A.3
  • 73
    • 84859754033 scopus 로고    scopus 로고
    • WHIDE-A web tool for visual data mining colocation patterns in multivariate bioimages
    • Apr
    • Kölling J, Langenkämper D, Abouna S, Khan M, Nattkemper TW. WHIDE-A web tool for visual data mining colocation patterns in multivariate bioimages. Bioinformatics. 2012 Apr; 28(8):1143-1150. doi: 10.1093/bioinformatics/bts104
    • (2012) Bioinformatics , vol.28 , Issue.8 , pp. 1143-1150
    • Kölling, J.1    Langenkämper, D.2    Abouna, S.3    Khan, M.4    Nattkemper, T.W.5
  • 74
    • 84895461076 scopus 로고    scopus 로고
    • Discovery of clinical pathway patterns from event logs using probabilistic topic models
    • Feb
    • Huang Z, Dong W, Ji L, Gan C, Lu X, Duan H. Discovery of clinical pathway patterns from event logs using probabilistic topic models. Journal of biomedical informatics. 2014 Feb; 47:39-57. doi: 10.1016/j. jbi.2013.09.003
    • (2014) Journal of Biomedical Informatics , vol.47 , pp. 39-57
    • Huang, Z.1    Dong, W.2    Ji, L.3    Gan, C.4    Lu, X.5    Duan, H.6
  • 75
    • 84879468407 scopus 로고    scopus 로고
    • Computational phenotype discovery using unsupervised feature learning over noisy, sparse, and irregular clinical data
    • Jun
    • Lasko TA, Denny JC, Levy MA. Computational phenotype discovery using unsupervised feature learning over noisy, sparse, and irregular clinical data. PloS one. 2013 Jun; 8(6):e66341. doi: 10.1371/journal.pone.0066341
    • (2013) PloS One , vol.8 , Issue.6 , pp. e66341
    • Lasko, T.A.1    Denny, J.C.2    Levy, M.A.3
  • 79
    • 58849132353 scopus 로고    scopus 로고
    • Exploring the semantic web as background knowledge for ontology matching
    • Springer Berlin Heidelberg
    • Sabou M, d'Aquin M, Motta E. Exploring the semantic web as background knowledge for ontology matching. Journal on data semantics XI. Springer Berlin Heidelberg. 2008;156-190.
    • (2008) Journal on Data Semantics , vol.11 , pp. 156-190
    • Sabou, M.1    D'Aquin, M.2    Motta, E.3
  • 80
    • 68249087607 scopus 로고    scopus 로고
    • Semantic similarity in biomedical ontologies
    • Jul
    • Pesquita C, Faria D, Falcao AO, Lord P, Couto FM. Semantic similarity in biomedical ontologies. PLoS Comput Biol. 2009 Jul; 5(7):e1000443. doi: 10.1371/journal.pcbi.1000443
    • (2009) PLoS Comput Biol , vol.5 , Issue.7 , pp. e1000443
    • Pesquita, C.1    Faria, D.2    Falcao, A.O.3    Lord, P.4    Couto, F.M.5
  • 81
    • 84925512263 scopus 로고    scopus 로고
    • Link prediction in social networks: The state-of-The-Art
    • Jan
    • Wang P, Xu B, Wu Y, Zhou X. Link prediction in social networks: The state-of-The-Art. Science China Information Sciences. 2015 Jan; 58(1):1-38.
    • (2015) Science China Information Sciences , vol.58 , Issue.1 , pp. 1-38
    • Wang, P.1    Xu, B.2    Wu, Y.3    Zhou, X.4
  • 83
    • 67149126890 scopus 로고    scopus 로고
    • Disco: Distributed co-clustering with map-reduce: A case study towards petabyte-scale end-To-end mining
    • Dec
    • Papadimitriou S, Sun J. Disco: Distributed co-clustering with map-reduce: A case study towards petabyte-scale end-To-end mining. In 2008 Eighth IEEE International Conference on Data Mining. 2008 Dec;512-521.
    • (2008) 2008 Eighth IEEE International Conference on Data Mining , pp. 512-521
    • Papadimitriou, S.1    Sun, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.