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2004 DiscovRelsAmongNEsFromLargeCorpora +
Discovering Relations among Named Entities from Large Corpora  +
2004 DomainOntologies +
Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites  +
2004 EditorialSpeclIssOnLearnImb +
Editorial: Special issue on learning from imbalanced data sets  +
2004 EfficientMineofBothPosandNegAssocRules +
Efficient Mining of Both Positive and Negative Association Rules  +
2004 EffortforPaymentaTaleofTwoMarke +
Effort for Payment a Tale of Two Markets  +
2004 EnhanvingOntolKnowThrOntPopAndEnrich +
Enhancing Ontological Knowledge through Ontology Population and Enrichment  +
2004 EthicsandTechnologyEthicalIssue +
Ethics and Technology: Ethical Issues in An Age of Information and Communication Technology  +
2004 EvaluatingCollaborativeFilterin +
Evaluating Collaborative Filtering Recommender Systems  +
2004 ExactVsApproxProteinNER +
Exact versus approximate string matching for protein name identification  +
2004 ExploitingContextforBiomedicalE +
Exploiting Context for Biomedical Entity Recognition: From Syntax to the Web  +
2004 ExploitingDictionariesInNamedEntityExtraction +
Exploiting Dictionaries in Named Entity Extraction: Combining semi-Markov extraction processes and data integration methods  +
2004 ExploringLargeDocumentRepositor +
Exploring Large Document Repositories with RDF Technology: The DOPE Project  +
2004 ExtractingProteinFunctionInfoFromMEDLINE +
Extracting Protein Function Information from MEDLINE Using a Full-Sentence Parser  +
2004 ExtractingSocialNetworks +
Extracting Social Networks and Contact Information from Email and the Web  +
2004 FastDeepLinguisticStatisticalDepParsing +
Fast, Deep-linguistic Statistical Minimalist Dependency Parsing  +
2004 FeatureSelectionL1VsL2Regulariz +
Feature Selection, L 1 Vs. L 2 Regularization, and Rotational Invariance  +
2004 FindingPredominantSensesInUntaggedText +
Finding Predominant Senses in Untagged Text  +
2004 FindingScientificTopics +
Finding Scientific Topics  +
2004 FoundationsOfLIS +
Foundations of Library and Information Science, 2nd edition  +
2004 FrameNetParsingUsingMaxEnt +
FrameNet-based Semantic Parsing using Maximum Entropy Models  +
2004 FrequentSubtreeMiningAnOverview +
Frequent Subtree Mining - An Overview  +
2004 GeneNameIdAndNormlUsingAModOrgDB +
Gene Name Identification and Normalization Using a Model Organism Database  +
2004 GeneralizedLowRankApproximation +
Generalized Low Rank Approximations of Matrices  +
2004 GoalRepresentationforBDIAgentSy +
Goal Representation for BDI Agent Systems  +
2004 HandbookOnOntologies +
Handbook on Ontologies  +
2004 HereistheEvidenceNowWhatistheHy +
Here is the Evidence, Now What is the Hypothesis? The Complementary Roles of Inductive and Hypothesis-driven Science in the Post-genomic Era  +
2004 HierarchicalDocumentCategorizat +
Hierarchical Document Categorization with Support Vector Machines  +
2004 IdentificationandTracingofAmbig +
Identification and Tracing of Ambiguous Names: Discriminative and Generative Approaches  +
2004 ImprovingRandomForests +
Improving Random Forests  +
2004 ImprovingThePerfOfDictProtNER +
Improving the Performance of Dictionary-based Approaches in Protein Name Recognition  +
2004 InDefenseofOneVsAllClassificati +
In Defense of One-Vs-All Classification  +
2004 InfExtrForQASyntacticPatterns +
Information Extraction for Question Answering: Improving recall through syntactic patterns  +
2004 InstanceBasedSchemaMatchingForWebDBs +
Instance-based Schema Matching for Web Databases by Domain-specific Query Probing  +
2004 IntegratingConstraintsAndMetricLearning +
Integrating Constraints and Metric Learning in Semi-Supervised Clustering  +
2004 InterStandForALinguisticAnnotFramework +
International Standard for a Linguistic Annotation Framework  +
2004 IntroductionToMathMethInBioinf +
Introduction to Mathematical Methods in Bioinformatics  +
2004 IterativeRecordLinkageForCleaningAndIntegration +
Iterative Record Linkage for Cleaning and Integration  +
2004 KernelsandDistancesforStructure +
Kernels and Distances for Structured Data  +
2004 LaborEconomics +
Labor Economics  +
2004 LargeScaleBayesianLogRegForTextCat +
Large-scale bayesian logistic regression for text categorization  +
2004 LearningMultiLabelSceneClassifi +
Learning Multi-label Scene Classification  +
2004 LearningtheKernelMatrixwithSemi +
Learning the Kernel Matrix with Semidefinite Programming  +
2004 LexPageRank +
LexPageRank: Prestige in Multi-Document Text Summarization  +
2004 LiquidityConstraintsHouseholdWe +
Liquidity Constraints, Household Wealth, and Entrepreneurship  +
2004 LiteralMeaning +
Literal Meaning  +
2004 LookingforaFewGoodMetricsAutoma +
Looking for a Few Good Metrics: Automatic Summarization Evaluation - How Many Samples Are Enough?  +
2004 MapReduceSimplifiedDataProc +
MapReduce: Simplified Data Processing on Large Clusters  +
2004 MaxMarginParsing +
Max-Margin Parsing  +
2004 MetaLearnerforUnknownAttributeV +
Meta-Learner for Unknown Attribute Values Processing: Dealing with Inconsistency of Meta-Databases  +
2004 MiningAndSummCustomerReviews +
Mining and Summarizing Customer Reviews  +
2004 MiningDiagnosticRulesFromClinicalDBs +
Mining Diagnostic Rules from Clinical Databases Using Rough Sets and Medical Diagnostic Model  +
2004 MiningFrequentPatternsWithoutCa +
Mining Frequent Patterns Without Candidate Generation: A Frequent-Pattern Tree Approach  +
2004 MiningFrequentPatternsWithoutCa +
Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach  +
2004 ModelDrivenDataAcquisitioninSen +
Model-driven Data Acquisition in Sensor Networks  +
2004 ModelsForTheSemanticClassifOfNounPhrases +
Models for the Semantic Classification of Noun Phrases  +
2004 MutationInformationExtraction +
Automated Extraction of Mutation Data from the Literature: Application of MuteXt to G protein-coupled receptors and nuclear hormone receptors  +
2004 NamedEntityDiscUsingCompNewsArt +
Named Entity Discovery Using Comparable News Articles  +
2004 ObjectPerceptionAsBayesianInfer +
Object Perception As Bayesian Inference  +
2004 OnTheDisperateTermUseOfTheConcCrypt +
On the Disparate Terminological Use of the Concept Cryptobiosis  +
2004 OntologicalEngineering +
Ontological Engineering  +
2004 OntologyAndTheLexicon +
Ontology and the Lexicon.  +
2004 OntologyAndTheLexicon +
Ontology and the Lexicon.  +
2004 OntologyExtractionforEducationa +
Ontology Extraction for Educational Knowledge Bases  +
2004 PSORTbv2 +
PSORTb v.2.0: expanded prediction of bacterial protein subcellular localization and insights gained from comparative proteome analysis  +
2004 ParallelBuddyPrima +
Parallel Buddy Prima – A Hybrid Parallel Frequent itemset mining algorithm for very large databases  +
2004 PerformanceBoundedReinforcement +
Performance Bounded Reinforcement Learning in Strategic Interactions  +
2004 ProbabilityProductKernels +
Probability Product Kernels  +
2004 ProjectHaloTowardsaDigiAristotle +
Project Halo: Towards a Digital Aristotle  +
2004 PropositionalPlanninginBDIAgent +
Propositional Planning in BDI Agents  +
2004 QueriesRevisited +
Queries Revisited  +
2004 QueryAnsweringforOWL-DLwithRules +
Conditional Random Fields: Query Answering for OWL-DL with Rules  +
2004 QuestionAnswerBasedOnSemStructures +
Question Answering Based on Semantic Structures  +
2004 ROUGEAPackageforAutomaticEvalua +
Rouge: A Package for Automatic Evaluation of Summaries  +
2004 ROUGEAPackageforAutomaticEvalua +
{ROUGE}: A Package for Automatic Evaluation of Summaries  +
2004 RecentAdvInBayesianInf +
Recent Advances in Bayesian Inference Techniques  +
2004 ReportOnBioCreative2004Workshop +
Report on the 2004 BioCreAtIvE Workshop  +
2004 RulesofPlayGameDesignFundamenta +
Rules of Play: Game Design Fundamentals  +
2004 SRLUsingDependencyTrees +
Semantic Role Labeling Using Dependency Trees  +
2004 SemanticAnnotationIndexingAndRetrieval +
Semantic Annotation, Indexing, and Retrieval  +
2004 SemiMarkovCRFforIE +
Semi-Markov Conditional Random Fields for Information Extraction  +
2004 SemiSupLearnUsingRandMincuts +
Semi-Supervised Learning Using Randomized Mincuts  +
2004 SimplSemantAnnotationsInText +
Simplifying Semantic Annotations in Text  +
2004 SmatchAnAlgAndAnImpOfSemMatching +
Smatch: An algorithm and an implementation of semantic matching  +
2004 StatisticalLearningfromRelation +
Statistical Learning from Relational Databases  +
2004 SupportVectorMAppToTheClasOfSemRels +
Support Vector Machines Applied to the Classification of Semantic Relations in Nominalized Noun Phrases  +
2004 SupportVectorMachineLearningfor +
Support Vector Machine Learning for Interdependent and Structured Output Spaces  +
2004 SurveyOfTextMining +
Survey of Text Mining: Clustering, Classification, and Retrieval, Volume 1  +
2004 TermIdentificationInTheBiomedLit +
Term Identification in the Biomedical Literature  +
2004 TextInducedSpellingCorrection +
Text Induced Spelling Correction  +
2004 TextRank +
TextRank: Bringing Order into Texts  +
2004 Textpresso +
Textpresso: an ontology-based information retrieval and extraction system for biological literature  +
2004 TheAutomaticContentExtractionACEProgram +
The Automatic Content Extraction (ACE) Program – Tasks, Data, and Evaluation  +
2004 TheEffectiveUseofBenfordsLawtoA +
The Effective Use of Benford's Law to Assist in Detecting Fraud in Accounting Data  +
2004 TheEntireRegulPathForTheSVM +
The Entire Regularization Path for the Support Vector Machine  +
2004 TheGeneOntAnnotDatabase +
The Gene Ontology Annotation (GOA) Database: Sharing Knowledge In Uniprot With Gene Ontology  +
2004 TheTradeOffBetweenGenAndDiscrClassifiers +
The Trade-off Between Generative and Discriminative Classifiers  +
2004 TheWebGraphFrameworkI +
The Webgraph Framework I: compression techniques  +
2004 TheoreticalComparBetGiniAndIGain +
Theoretical Comparison between the Gini Index and Information Gain Criteria  +
2004 TopicsInStatisticalDataAnalysis +
Topics in Statistical Data Analysis: Revealing Facts From Data  +
2004 TowardsASemanticWikiWikiWeb +
Towards a Semantic Wiki Wiki Web  +
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