Claudia d'Amato

Axel-Cyrille Ngonga Ngomo

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

Argumentation Ranking Semantics as a Feature for Classification - On Automatic Evaluation of Argumentative Essays.

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[DOI]

Proceedings of the 6th Workshop on Advances in Argumentation in Artificial Intelligence 2022 co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), 2022

2021

Knowledge Graphs

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[DOI]

José Emilio Labra Gayo

Roberto Navigli

Sebastian Neumaier

Synthesis Lectures on Data, Semantics, and Knowledge, Morgan & Claypool Publishers, ISBN: 978-3-031-01918-0, 2021

An unsupervised approach to disjointness learning based on terminological cluster trees.

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[DOI]

Semantic Web, 2021

An Approach Based on Semantic Similarity to Explaining Link Predictions on Knowledge Graphs.

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[DOI]

Pierpaolo Masella

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

Mining the Semantic Web with Machine Learning: Main Issues that Need to Be Known.

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[DOI]

Proceedings of the Reasoning Web. Declarative Artificial Intelligence, 2021

Embedding Models for Knowledge Graphs Induced by Clusters of Relations and Background Knowledge.

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[DOI]

Nicola Flavio Quatraro

Proceedings of the Inductive Logic Programming - 30th International Conference, 2021

Injecting Background Knowledge into Embedding Models for Predictive Tasks on Knowledge Graphs.

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[DOI]

Nicola Flavio Quatraro

Proceedings of the Semantic Web - 18th International Conference, 2021

Empowering Knowledge Bases: a Machine Learning Perspective.

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[DOI]

Proceedings of the 34th International Workshop on Description Logics (DL 2021) part of Bratislava Knowledge September (BAKS 2021), 2021

2020

Machine Learning for the Semantic Web: Lessons learnt and next research directions.

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[DOI]

Semantic Web, 2020

Class expression induction as concept space exploration: From DL-Foil to DL-Focl.

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[DOI]

Alba Catalina Morales Tirado

Future Gener. Comput. Syst., 2020

Knowledge Graphs Evolution and Preservation - A Technical Report from ISWS 2019.

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[DOI]

Valentina Anita Carriero

Frances Gillis-Webber

Francesca Giovannetti

Mohamad Yaser Jaradeh

CoRR, 2020

2019

Linked Open Data Validity - A Technical Report from ISWS 2018.

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[DOI]

Tayeb Abderrahmani Ghor

Valentina Anita Carriero

Ahmed El Amine Djebri

Marieke van Erp

Faiq Miftakhul Falakh

Alba Fernndez Izquierdo

Alberto Moya Loustaunau

Durgesh Nandini

Sylwia Ozdowska

Amanda Pacini de Moura

Swati Padhee

Guillermo Palma

Pedro Del Pozo Jimnez

Thiviyan Thanapalasingam

CoRR, 2019

Constructing Metrics for Evaluating Multi-Relational Association Rules in the Semantic Web from Metrics for Scoring Association Rules.

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[DOI]

Binh Thanh Nguyen

Proceedings of the 2019 IEEE-RIVF International Conference on Computing and Communication Technologies, 2019

Boosting DL Concept Learners.

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[DOI]

Proceedings of the Semantic Web - 16th International Conference, 2019

2018

Adaptive Knowledge Propagation in Web Ontologies.

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[DOI]

ACM Trans. Web, 2018

Approximate classification with web ontologies through evidential terminological trees and forests.

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[DOI]

Int. J. Approx. Reason., 2018

Journal Track Chairs' Welcome & Organization.

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[DOI]

Francesco Marcelloni

Rudi Studer

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Comparing Rule Evaluation Metrics for the Evolutionary Discovery of Multi-relational Association Rules in the Semantic Web.

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[DOI]

Nguyen Thanh Binh

Proceedings of the Genetic Programming - 21st European Conference, 2018

DLFoil: Class Expression Learning Revisited.

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[DOI]

Proceedings of the Knowledge Engineering and Knowledge Management, 2018

A Framework for Tackling Myopia in Concept Learning on the Web of Data.

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[DOI]

Proceedings of the Knowledge Engineering and Knowledge Management, 2018

2017

Tree-based models for inductive classification on the Web Of Data.

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[DOI]

J. Web Semant., 2017

An evolutionary algorithm for discovering multi-relational association rules in the semantic web.

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[DOI]

Nguyen Thanh Binh

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Machine Learning for the Semantic Web: filling the gaps in Ontology Mining.

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[DOI]

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

Terminological Cluster Trees for Disjointness Axiom Discovery.

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[DOI]

Proceedings of the Semantic Web - 14th International Conference, 2017

2016

Discovering Similarity and Dissimilarity Relations for Knowledge Propagation in Web Ontologies.

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[DOI]

J. Data Semant., 2016

Efficient energy-based embedding models for link prediction in knowledge graphs.

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[DOI]

J. Intell. Inf. Syst., 2016

Induction of Terminological Cluster Trees.

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[DOI]

Proceedings of the 12th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2016) co-located with the 15th International Semantic Web Conference (ISWC 2016), 2016

Ontology enrichment by discovering multi-relational association rules from ontological knowledge bases.

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[DOI]

Steffen Staab

Fabien Gandon

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Leveraging the schema in latent factor models for knowledge graph completion.

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[DOI]

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Evolutionary Discovery of Multi-relational Association Rules from Ontological Knowledge Bases.

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[DOI]

Proceedings of the Knowledge Engineering and Knowledge Management, 2016

Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of Data.

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[DOI]

Proceedings of the Discovery Science - 19th International Conference, 2016

2015

The Data Mining OPtimization Ontology.

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[DOI]

C. Maria Keet

J. Web Semant., 2015

Efficient Learning of Entity and Predicate Embeddings for Link Prediction in Knowledge Graphs.

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[DOI]

Proceedings of the 11th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

On the Effectiveness of Evidence-Based Terminological Decision Trees.

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[DOI]

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Scalable Learning of Entity and Predicate Embeddings for Knowledge Graph Completion.

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[DOI]

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Inductive Classification Through Evidence-Based Models and Their Ensembles.

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[DOI]

Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

2014

Inductive Reasoning and Machine Learning for the Semantic Web.

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[DOI]

Marko Grobelnik

Vojtech Svátek

Semantic Web, 2014

Semantic Knowledge Discovery and Data-Driven Logical Reasoning from Heterogeneous Data Sources.

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[DOI]

Volha Bryl

Luciano Serafini

Proceedings of the Uncertainty Reasoning for the Semantic Web III, 2014

Learning to Propagate Knowledge in Web Ontologies.

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[DOI]

Proceedings of the 10th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

Graph-Based Regularization for Transductive Class-Membership Prediction.

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[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web III, 2014

Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness.

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[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web III, 2014

Exploring Reasoning with the DMOP Ontology.

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[DOI]

C. Maria Keet

Zubeida Casmod Khan

Proceedings of the Informal Proceedings of the 3rd International Workshop on OWL Reasoner Evaluation (ORE 2014) co-located with the Vienna Summer of Logic (VSL 2014), 2014

Towards Evidence-Based Terminological Decision Trees.

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[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

A Gaussian Process Model for Knowledge Propagation in Web Ontologies.

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[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Adaptive Knowledge Propagation in Web Ontologies.

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[DOI]

Proceedings of the Knowledge Engineering and Knowledge Management, 2014

Tackling the Class-Imbalance Learning Problem in Semantic Web Knowledge Bases.

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[DOI]

Proceedings of the Knowledge Engineering and Knowledge Management, 2014

2013

Semantic Web Search and Inductive Reasoning.

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[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web II, 2013

Assertion Prediction with Ontologies through Evidence Combination.

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[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web II, 2013

Rank prediction for semantically annotated resources.

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[DOI]

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Modeling Issues, Choices in the Data Mining OPtimization Ontology.

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[DOI]

C. Maria Keet

Melanie Hilario

Proceedings of the 10th International Workshop on OWL: Experiences and Directions (OWLED 2013) co-located with 10th Extended Semantic Web Conference (ESWC 2013), 2013

Transductive Inference for Class-Membership Propagation in Web Ontologies.

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[DOI]

Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

2012

Induction of robust classifiers for web ontologies through kernel machines.

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[DOI]

J. Web Semant., 2012

Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees.

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[DOI]

Int. J. Semantic Comput., 2012

Mining the Semantic Web - Statistical learning for next generation knowledge bases.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2012

Ontology-based semantic search on the Web and its combination with the power of inductive reasoning.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2012

Data-Driven Logical Reasoning.

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[DOI]

Volha Bryl

Luciano Serafini

Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, 2012

A Graph Regularization Based Approach to Transductive Class-Membership Prediction.

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[DOI]

Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, 2012

Towards Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees.

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[DOI]

Proceedings of the Sixth IEEE International Conference on Semantic Computing, 2012

Mining Linked Open Data through Semi-supervised Learning Methods Based on Self-Training.

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[DOI]

Proceedings of the Sixth IEEE International Conference on Semantic Computing, 2012

Learning probabilistic Description logic concepts: under different Assumptions on missing knowledge.

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[DOI]

Proceedings of the ACM Symposium on Applied Computing, 2012

Semantic Knowledge Discovery from Heterogeneous Data Sources.

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[DOI]

Volha Bryl

Luciano Serafini

Proceedings of the Knowledge Engineering and Knowledge Management, 2012

Learning Terminological Bayesian Classifiers - A Comparison of Alternative Approaches to Dealing with Unknown Concept-Memberships.

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[DOI]

Proceedings of the 9th Italian Convention on Computational Logic, 2012

2011

Prediction of class and property assertions on OWL ontologies through evidence combination.

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[DOI]

Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Learning Terminological Naive Bayesian Classifiers under Different Assumptions on Missing Knowledge.

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[DOI]

Proceedings of the 7th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2011), 2011

Learning with Semantic Kernels for Clausal Knowledge Bases.

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[DOI]

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks.

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[DOI]

Proceedings of the Semantic Services, Interoperability and Web Applications, 2011

2010

Inductive learning for the Semantic Web: What does it buy?

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[DOI]

Semantic Web, 2010

Dl-Link: a Conceptual Clustering Algorithm for Indexing Description Logics Knowledge Bases.

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[DOI]

Int. J. Semantic Comput., 2010

Fuzzy Clustering for Semantic Knowledge Bases.

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[DOI]

Fundam. Informaticae, 2010

Default Logics for Plausible Reasoning with Controversial Axioms.

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[DOI]

Proceedings of the 6th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2010), 2010

Efficient Resource Retrieval from Semantic Knowledge Bases.

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[DOI]

Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Inductive reasoning and semantic web search.

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[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Towards the induction of terminological decision trees.

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[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Recovering uncertain mappings through structural validation and aggregation with the MoTo system.

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[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Learning to Rank Individuals in Description Logics Using Kernel Perceptrons.

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[DOI]

Proceedings of the Web Reasoning and Rule Systems - Fourth International Conference, 2010

Induction of Concepts in Web Ontologies through Terminological Decision Trees.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

A Refinement Operator Based Method for Semantic Grouping of Conjunctive Query Results.

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[DOI]

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Categorize by: Deductive Aggregation of Semantic Web Query Results.

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[DOI]

Proceedings of the Semantic Web: Research and Applications, 2010

Towards Learning to Rank in Description Logics.

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[DOI]

Proceedings of the ECAI 2010, 2010

2009

Partitional Conceptual Clustering of Web Resources Annotated with Ontology Languages.

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[DOI]

Proceedings of the Knowledge Discovery Enhanced with Semantic and Social Information, 2009

Metric-based stochastic conceptual clustering for ontologies.

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[DOI]

Inf. Syst., 2009

Inductive Classification of Semantically Annotated Resources through Reduced Coulomb Energy Networks.

[BibT_eX]

[DOI]

Int. J. Semantic Web Inf. Syst., 2009

A Semantic Similarity Measure for Expressive Description Logics

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[DOI]

CoRR, 2009

Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-metrics Induced by Local Models.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Combining Semantic Web Search with the Power of Inductive Reasoning.

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[DOI]

Proceedings of the Fifth International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2009), 2009

Evidential Nearest-Neighbors Classification for Inductive ABox Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2009), 2009

Fuzzy Clustering for Categorical Spaces.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Inductive Query Answering and Concept Retrieval Exploiting Local Models.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

ReduCE: A Reduced Coulomb Energy Network Method for Approximate Classification.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: Research and Applications, 2009

2008

Evolutionary Conceptual Clustering Based on Induced Pseudo-Metrics.

[BibT_eX]

[DOI]

Int. J. Semantic Web Inf. Syst., 2008

Induction of Classifiers through Non-Parametric Methods for Approximate Classification and Retrieval with Ontologies.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2008

A Note on the Evaluation of Inductive Concept Classification Procedures.

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[DOI]

Proceedings of the 5th Workshop on Semantic Web Applications and Perspectives (SWAP2008), 2008

Tractable Reasoning with Bayesian Description Logics.

[BibT_eX]

[DOI]

Thomas Lukasiewicz

Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Analogical Reasoning in Description Logics.

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[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web I, 2008

Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations.

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[DOI]

Proceedings of the Fourth International Workshop on Uncertainty Reasoning for the Semantic Web, 2008

Statistical Learning for Inductive Query Answering on OWL Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

Non-parametric Statistical Learning Methods for Inductive Classifiers in Semantic Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Classification and Retrieval through Semantic Kernels.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Distance-Based Classification in OWL Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

A Multi-relational Hierarchical Clustering Method for DatalogKnowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Learning with Kernels in Description Logics.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 18th International Conference, 2008

DL-FOIL Concept Learning in Description Logics.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 18th International Conference, 2008

Query Answering and Ontology Population: An Inductive Approach.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: Research and Applications, 2008

Conceptual Clustering and Its Application to Concept Drift and Novelty Detection.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: Research and Applications, 2008

On the Influence of Description Logics Ontologies on Conceptual Similarity.

[BibT_eX]

[DOI]

Steffen Staab

Proceedings of the Knowledge Engineering: Practice and Patterns, 2008

Evolutionary Clustering in Description Logics: Controlling Concept Formation and Drift in Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

2007

Semantic Nearest Neighbor Search in OWL Ontologies.

[BibT_eX]

[DOI]

Proceedings of the 4th Italian Semantic Web Workshop, Dipartimento di Informatica - Universita' degli Studi di Bari, 2007

Efficient Discovery of Services Specified in Description Logics Languages.

[BibT_eX]

[DOI]

Proceedings of the SMR<sup>2</sup> 2007 Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web (SMRR 2007) co-located with ISWC 2007 + ASWC 2007, 2007

Approximate Measures of Semantic Dissimilarity under Uncertainty.

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[DOI]

Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web Busan, 2007

Evolutionary Conceptual Clustering of Semantically Annotated Resources.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

Constraint Hardness for Modelling, Matching and Ranking Semantic Web Services.

[BibT_eX]

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Approximate Query Answering and Ranking for Semantic Knowledge Bases.

[BibT_eX]

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Instance-based retrieval by analogy.

[BibT_eX]

[DOI]

Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

A Hierarchical Clustering Method for Semantic Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Inductive Concept Retrieval and Query Answering with Semantic Knowledge Bases Through Kernel Methods.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 17th International Conference, 2007

Conceptual Clustering Applied to Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

Induction of Optimal Semi-distances for Individuals based on Feature Sets.

[BibT_eX]

[DOI]

Proceedings of the 2007 International Workshop on Description Logics (DL2007), 2007

Randomized metric induction and evolutionary conceptual clustering for semantic knowledge bases.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

A Hierarchical Clustering Procedure for Semantically Annotated Resources.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

Instance-Based Query Answering with Semantic Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006

Classification of symbolic objects: A lazy learning approach.

[BibT_eX]

[DOI]

Intell. Data Anal., 2006

Reasoning by Analogy in Description Logics Through Instance-based Learning.

[BibT_eX]

[DOI]

Proceedings of the SWAP 2006, 2006

A dissimilarity measure for ALC concept descriptions.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Lazy Learning from Terminological Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

A Declarative Kernel for <i>ALC</i> Concept Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Modeling, Matching and Ranking Services Based on Constraint Hardness.

[BibT_eX]

[DOI]

Steffen Staab

Proceedings of the Business Process Management Workshops, 2006

2005

A Dissimilarity Measure for the ALC Description Logic.

[BibT_eX]

[DOI]