Estimating probabilities: a crucial task in machine learning

Bojan Cestnik

European Conference on Artificial Intelligence

EngineeringMachine LearningComputational Learning TheoryPredictive AnalyticsStatistical Inference +3

The MONK's problems: A Performance Comparison of Different Learning Algorithms

Sebastian Thrun, Jerzy Bala, Eric Bloedorn, +20

Artificial IntelligenceIntelligent Information ProcessingCognitive ScienceEngineeringMachine Learning +7

ASSISTANT 86: a knowledge-elicitation tool for sophisticated users

Bojan Cestnik, Igor Kononenko, Ivan Bratko

Medical Entomology and Zoology

EngineeringInformation RetrievalData ScienceAutomated ReasoningKnowledge Engineering +4

Decision Support Through Subgroup Discovery: Three Case Studies and the Lessons Learned

Nada Lavrač, Bojan Cestnik, Dragan Gamberger, +1

Machine Learning

Discovery TechniqueEngineeringData ScienceData MiningPredictive Analytics +12

Data mining and visualization for decision support and modeling of public health-care resources

Nada Lavrač, Marko Bohanec, Aleksander Pur, +3

Journal of Biomedical Informatics

EngineeringPublic Health-care ResourcesData ScienceData MiningClinical Decision Support System +11

Literature mining method RaJoLink for uncovering relations between biomedical concepts

Ingrid Petriĕ, Tanja Urbanĕiĕ, Bojan Cestnik, +1

Journal of Biomedical Informatics

Discovery TechniqueEngineeringInformation RetrievalData ScienceData Mining +9

Using the m -estimate in rule induction

Sašo Džeroski, Bojan Cestnik, Igor Petrovski

Hrčak Portal of scientific journals of Croatia (University Computing Centre)

EngineeringMachine LearningM -EstimateStatistical FoundationLaplace Estimate +15

TextFlows: A visual programming platform for text mining and natural language processing

Matic Perovšek, Janez Kranjc, Tomaž Erjavec, +2

Science of Computer Programming

Natural Language ProcessingInteractive VisualizationEngineeringVisual Programming LanguageData Science +9

Outlier Detection in Cross-Context Link Discovery for Creative Literature Mining

Ivana Vladimira Petric, Bojan Cestnik, Nada Lavrač, +1

The Computer Journal

EngineeringKnowledge ExtractionSemantic WebCorpus LinguisticsJournalism +22

Wordification: Propositionalization by unfolding relational data into bags of words

Matic Perovšek, Anže Vavpetič, Janez Kranjc, +2

Expert Systems with Applications

Natural Language ProcessingRelational DataSyntaxEngineeringAutomated Reasoning +10