2017
A Collaborative Filtering-Based Two Stage Model with Item Dependency for Course Recommendation
Lee E, Kuo T, Lin S. A Collaborative Filtering-Based Two Stage Model with Item Dependency for Course Recommendation. 2017, 496-503. DOI: 10.1109/dsaa.2017.18.Peer-Reviewed Original Research
2016
Weakly supervised learning of biomedical information extraction from curated data
Jain S, R. K, Kuo T, Bhargava S, Lin G, Hsu C. Weakly supervised learning of biomedical information extraction from curated data. BMC Bioinformatics 2016, 17: s1. PMID: 26817711, PMCID: PMC4847485, DOI: 10.1186/s12859-015-0844-1.Peer-Reviewed Original ResearchConceptsTraining examplesInformation extractionGenome-wide association studiesCommittee of weak classifiersCurated dataInformation extraction tasksBiomedical information extractionWeakly supervised learningCost-sensitive learningBiomedical text miningSupervised machine learningNoisy labelsWeak classifiersExtraction taskInformation extractorExpert annotationsBig dataMachine learningText miningBaseline counterpartExperimental resultsAssociation studiesTarget phenotypeBiomedical databasesTask
2011
Time-aware Ranking in Dynamic Citation Networks
Ghosh R, Kuo T, Hsu C, Lin S, Lerman K. Time-aware Ranking in Dynamic Citation Networks. 2011, 1-8. DOI: 10.1109/icdmw.2011.183.Peer-Reviewed Original ResearchPredicting future citationsPage rank scoreTemporal decay factorsDynamic complex networksCitation networkComplex networksTime awarenessDegree-centralityCentrality metricsNetworkPageRankStatic metricsCitationsNodesRank scoresMetricsPredictive performanceDynamic natureDecay factorTemporal orderLinksPerformanceAlgorithmTaskPages