Thomas Lukasiewicz

According to our database1, Thomas Lukasiewicz authored at least 211 papers between 1995 and 2018.

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Bibliography

2018
Ontological query answering under many-valued group preferences in Datalog+/-.
Int. J. Approx. Reasoning, 2018

Ontology Reasoning with Deep Neural Networks.
CoRR, 2018

Complexity Results for Preference Aggregation over (m)CP-nets: Pareto and Majority Voting.
CoRR, 2018

Complexity of Approximate Query Answering under Inconsistency in Datalog+/-.
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases.
Proceedings of the Reasoning Web. Learning, Uncertainty, Streaming, and Scalability, 2018

Complexity of Approximate Query Answering under Inconsistency in Datalog+/-.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Recent Advances in Querying Probabilistic Knowledge Bases.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Ontology-Based Data Access Leveraging Subjective Reports
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-65228-3, 2017

A novel characterization of the complexity class ϴPk based on counting and comparison.
Theor. Comput. Sci., 2017

Many Facets of Reasoning Under Uncertainty, Inconsistency, Vagueness, and Preferences: A Brief Survey.
KI, 2017

Special Issue on Challenges for Reasoning under Uncertainty, Inconsistency, Vagueness, and Preferences - A Topical Snapshot.
KI, 2017

Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized Recommendation.
CoRR, 2017

Deep Learning for Ontology Reasoning.
CoRR, 2017

Location-Aware Personalized News Recommendation With Deep Semantic Analysis.
IEEE Access, 2017

Uncertainty Reasoning for the Semantic Web.
Proceedings of the Reasoning Web. Semantic Interoperability on the Web, 2017

Tag-Aware Personalized Recommendation Using a Hybrid Deep Model.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Query Answering in Ontologies under Preference Rankings.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Most Probable Explanations for Probabilistic Database Queries.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Location-Aware News Recommendation Using Deep Localized Semantic Analysis.
Proceedings of the Database Systems for Advanced Applications, 2017

Ontology-Mediated Queries for Probabilistic Databases.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Probabilistic Models over Weighted Orderings: Fixed-Parameter Tractable Variable Elimination.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, 2016

Generalized Consistent Query Answering under Existential Rules.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, 2016

Preferential Query Answering over the Semantic Web with Possibilistic Networks.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Complexity of Threshold Query Answering in Probabilistic Ontological Data Exchange.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Complexity Results for Probabilistic Datalog±.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Tag-Aware Personalized Recommendation Using a Deep-Semantic Similarity Model with Negative Sampling.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Ranking Answers to Datalog+/- Ontologies based on Trust and Reliability of Subjective Reports.
Proceedings of the Computational Models of Rationality, 2016

Basic Probabilistic Ontological Data Exchange with Existential Rules.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

On the Complexity of mCP-nets.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Preference-Based Query Answering in Probabilistic Datalog+/- Ontologies.
J. Data Semantics, 2015

Preface.
Ann. Math. Artif. Intell., 2015

Probabilistic Ontological Data Exchange with Bayesian Networks.
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

Existential Rules and Bayesian Networks for Probabilistic Ontological Data Exchange.
Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015

Preference Queries with Ceteris Paribus Semantics for Linked Data.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2015 Conferences, 2015

Combining Existential Rules with the Power of CP-Theories.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Answering EL Queries in the Presence of Preferences.
Proceedings of the 28th International Workshop on Description Logics, 2015

From Classical to Consistent Query Answering under Existential Rules.
Proceedings of the 9th Alberto Mendelzon International Workshop on Foundations of Data Management, Lima, Peru, May 6, 2015

From Classical to Consistent Query Answering under Existential Rules.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Ontology-Based Query Answering with Group Preferences.
ACM Trans. Internet Techn., 2014

Improving Personalized Search on the Social Web Based on Similarities between Users.
Proceedings of the Scalable Uncertainty Management - 8th International Conference, 2014

Answering Ontological Ranking Queries Based on Subjective Reports.
Proceedings of the Scalable Uncertainty Management - 8th International Conference, 2014

Ontological CP-Nets.
Proceedings of the Uncertainty Reasoning for the Semantic Web III, 2014

Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+/-.
Proceedings of the Uncertainty Reasoning for the Semantic Web III, 2014

Computing k-rank answers with Ontological CP-Nets.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Datalog+/-: Questions and Answers.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, 2014

Stable Model Semantics for Guarded Existential Rules and Description Logics.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, 2014

Probabilistic Preference Logic Networks.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Computing k-Rank Answers with Ontological CP-Nets.
Proceedings of the First Workshop on Logics for Reasoning about Preferences, 2014

Answering Ontological Ranking Queries Based on Subjective Reports.
Proceedings of the First Workshop on Logics for Reasoning about Preferences, 2014

2013
Tractable Probabilistic Description Logic Programs.
Proceedings of the Advances in Probabilistic Databases for Uncertain Information Management, 2013

Preface.
Semantic Web, 2013

Magic Inference Rules for Probabilistic Deduction under Taxonomic Knowledge
CoRR, 2013

Credal Networks under Maximum Entropy
CoRR, 2013

Probabilistic Logic Programming under Inheritance with Overriding
CoRR, 2013

Causes and Explanations in the Structural-Model Approach: Tractable Cases
CoRR, 2013

Top-k Query Answering in Datalog+/- Ontologies under Subjective Reports (Technical Report).
CoRR, 2013

Query answering under probabilistic uncertainty in Datalog+ / - ontologies.
Ann. Math. Artif. Intell., 2013

Query Answering in Probabilistic Datalog+/- Ontologies under Group Preferences.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Reasoning with Semantic-Enabled Qualitative Preferences.
Proceedings of the Scalable Uncertainty Management - 7th International Conference, 2013

Group Preferences for Query Answering in Datalog+/- Ontologies.
Proceedings of the Scalable Uncertainty Management - 7th International Conference, 2013

Semantic Web Search and Inductive Reasoning.
Proceedings of the Uncertainty Reasoning for the Semantic Web II, 2013

Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations.
Proceedings of the Uncertainty Reasoning for the Semantic Web II, 2013

Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+/-.
Proceedings of the 9th International Workshop on Uncertainty Reasoning for the Semantic Web co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

On Ontologies and CP-Nets.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Workshop on recommender systems meet big data & semantic technologies: SeRSy 2013.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Well-founded semantics for extended datalog and ontological reasoning.
Proceedings of the 32nd ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2013

Preference-Based Query Answering in Probabilistic Datalog+/- Ontologies.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013

Complexity of Inconsistency-Tolerant Query Answering in Datalog+/-.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013

Preference-Based Query Answering in Datalog+/- Ontologies.
Proceedings of the IJCAI 2013, 2013

Query Answering in Datalog+/- Ontologies under Group Preferences and Probabilistic Uncertainty.
Proceedings of the Current Trends in Web Engineering, 2013

Reasoning with DL-based CP-nets.
Proceedings of the Informal Proceedings of the 26th International Workshop on Description Logics, Ulm, Germany, July 23, 2013

Preference-Based Query Answering in Datalog+/- Ontologies.
Proceedings of the Informal Proceedings of the 26th International Workshop on Description Logics, Ulm, Germany, July 23, 2013

Complexity of Inconsistency-Tolerant Query Answering in Datalog+/-.
Proceedings of the Informal Proceedings of the 26th International Workshop on Description Logics, Ulm, Germany, July 23, 2013

Well-Founded Semantics for Extended Datalog and Ontological Reasoning.
Proceedings of the Informal Proceedings of the 26th International Workshop on Description Logics, Ulm, Germany, July 23, 2013

Combining CP-Nets with the Power of Ontologies.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
A general Datalog-based framework for tractable query answering over ontologies.
J. Web Sem., 2012

Probabilistic Reasoning about Actions in Nonmonotonic Causal Theories
CoRR, 2012

Structure-Based Causes and Explanations in the Independent Choice Logic
CoRR, 2012

Heuristic Ranking in Tightly Coupled Probabilistic Description Logics
CoRR, 2012

Ontology-based semantic search on the Web and its combination with the power of inductive reasoning.
Ann. Math. Artif. Intell., 2012

Preface.
Ann. Math. Artif. Intell., 2012

Heuristic Ranking in Tightly Coupled Probabilistic Description Logics.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Introducing Ontological CP-Nets.
Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, 2012

Consistent Answers in Probabilistic Datalog+/- Ontologies.
Proceedings of the Web Reasoning and Rule Systems - 6th International Conference, 2012

Inconsistency Handling in Datalog+/- Ontologies.
Proceedings of the ECAI 2012, 2012

Equality-Friendly Well-Founded Semantics and Applications to Description Logics.
Proceedings of the 2012 International Workshop on Description Logics, 2012

Inconsistency-Tolerant Query Rewriting for Linear Datalog+/-.
Proceedings of the Datalog in Academia and Industry - Second International Workshop, 2012

Equality-Friendly Well-Founded Semantics and Applications to Description Logics.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Semantic Web search based on ontological conjunctive queries.
J. Web Sem., 2011

Well-founded semantics for description logic programs in the semantic web.
ACM Trans. Comput. Log., 2011

A logical toolbox for ontological reasoning.
SIGMOD Record, 2011

Probabilistic Deduction with Conditional Constraints over Basic Events
CoRR, 2011

Tightly integrated probabilistic description logic programs for representing ontology mappings.
Ann. Math. Artif. Intell., 2011

Answering Threshold Queries in Probabilistic Datalog+/- Ontologies.
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011

Conjunctive Query Answering in Probabilistic Datalog+/- Ontologies.
Proceedings of the Web Reasoning and Rule Systems - 5th International Conference, 2011

2010
A Novel Combination of Answer Set Programming with Description Logics for the Semantic Web.
IEEE Trans. Knowl. Data Eng., 2010

Semantic search on the Web.
Semantic Web, 2010

Combining Semantic Web Search with the Power of Inductive Reasoning.
Proceedings of the Scalable Uncertainty Management - 4th International Conference, 2010

Inductive reasoning and semantic web search.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Datalog+/-: A Family of Logical Knowledge Representation and Query Languages for New Applications.
Proceedings of the 25th Annual IEEE Symposium on Logic in Computer Science, 2010

Semantic Web Search Based on Ontological Conjunctive Queries.
Proceedings of the Foundations of Information and Knowledge Systems, 2010

Datalog+/-: A Family of Languages for Ontology Querying.
Proceedings of the Datalog Reloaded - First International Workshop, 2010

Ontological Reasoning with F-logic Lite and its Extensions.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Hybrid Reasoning with Rules and Ontologies.
Proceedings of the Semantic Techniques for the Web, The REWERSE Perspective, 2009

Reasoning about actions with sensing under qualitative and probabilistic uncertainty.
ACM Trans. Comput. Log., 2009

Tightly Coupled Probabilistic Description Logic Programs for the Semantic Web.
J. Data Semantics, 2009

Description logic programs under probabilistic uncertainty and fuzzy vagueness.
Int. J. Approx. Reasoning, 2009

Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-metrics Induced by Local Models.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Uncertainty in the Semantic Web.
Proceedings of the Scalable Uncertainty Management, Third International Conference, 2009

Combining Semantic Web Search with the Power of Inductive Reasoning.
Proceedings of the Fifth International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2009), 2009

A General Datalog-Based Framework for Tractable Query Answering over Ontologies (extended abstract).
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Uncertainty Reasoning for the Semantic Web.
Proceedings of the Web Reasoning and Rule Systems, Third International Conference, 2009

A general datalog-based framework for tractable query answering over ontologies.
Proceedings of the Twenty-Eigth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2009

Inductive Query Answering and Concept Retrieval Exploiting Local Models.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Datalog±: a unified approach to ontologies and integrity constraints.
Proceedings of the Database Theory, 2009

Combining Boolean Games with the Power of Ontologies for Automated Multi-attribute Negotiation in the Semantic Web.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009

A Combination of Boolean Games with Description Logics for Automated Multi-Attribute Negotiation.
Proceedings of the 22nd International Workshop on Description Logics (DL 2009), 2009

Tractable Query Answering over Ontologies with Datalog+/-.
Proceedings of the 22nd International Workshop on Description Logics (DL 2009), 2009

Datalog Extensions for Tractable Query Answering over Ontologies.
Proceedings of the Semantic Web Information Management - A Model-Based Perspective, 2009

2008
Managing uncertainty and vagueness in description logics for the Semantic Web.
J. Web Sem., 2008

Tightly Coupled Fuzzy Description Logic Programs under the Answer Set Semantics for the Semantic Web.
Int. J. Semantic Web Inf. Syst., 2008

Using search strategies and a description logic paradigm with conditional preferences for literature search.
IJMSO, 2008

Probabilistic description logic programs under inheritance with overriding for the Semantic Web.
Int. J. Approx. Reasoning, 2008

Logical approaches to imprecise probabilities.
Int. J. Approx. Reasoning, 2008

Fuzzy Description Logic Programs under the Answer Set Semantics for the Semantic Web.
Fundam. Inform., 2008

Expressive probabilistic description logics.
Artif. Intell., 2008

Combining answer set programming with description logics for the Semantic Web.
Artif. Intell., 2008

Tractable Reasoning with Bayesian Description Logics.
Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Combining Boolean Games with the Power of Ontologies for Automated Multi-Attribute Negotiation in the Semantic Web.
Proceedings of the Second International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2008

Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations.
Proceedings of the Fourth International Workshop on Uncertainty Reasoning for the Semantic Web, 2008

Rule-Based Approaches for Representing Probabilistic Ontology Mappings.
Proceedings of the Uncertainty Reasoning for the Semantic Web I, 2008

An Approach to Probabilistic Data Integration for the Semantic Web.
Proceedings of the Uncertainty Reasoning for the Semantic Web I, 2008

Representing Ontology Mappings with Probabilistic Description Logics Programs.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Tightly Integrated Probabilistic Description Logic Programs for Representing Ontology Mappings.
Proceedings of the Foundations of Information and Knowledge Systems, 2008

2007
Variable-strength conditional preferences for ranking objects in ontologies.
J. Web Sem., 2007

Probabilistic description logic programs.
Int. J. Approx. Reasoning, 2007

Nonmonotonic probabilistic logics under variable-strength inheritance with overriding: Complexity, algorithms, and implementation.
Int. J. Approx. Reasoning, 2007

Reasoning with imprecise probabilities.
Int. J. Approx. Reasoning, 2007

Top-k Retrieval in Description Logic Programs Under Vagueness for the Semantic Web.
Proceedings of the Scalable Uncertainty Management, First International Conference, 2007

Tractable Probabilistic Description Logic Programs.
Proceedings of the Scalable Uncertainty Management, First International Conference, 2007

A Framework for Representing Ontology Mappings under Probabilities and Inconsistency.
Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web Busan, 2007

Tightly Integrated Fuzzy Description Logic Programs Under the Answer Set Semantics for the Semantic Web.
Proceedings of the Web Reasoning and Rule Systems, First International Conference, 2007

Team Programming in Golog under Partial Observability.
Proceedings of the IJCAI 2007, 2007

Tightly Integrated Probabilistic Description Logic Programs for the Semantic Web.
Proceedings of the Logic Programming, 23rd International Conference, 2007

A Novel Combination of Answer Set Programming with Description Logics for the Semantic Web.
Proceedings of the Semantic Web: Research and Applications, 2007

Description Logic Programs Under Probabilistic Uncertainty and Fuzzy Vagueness.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

2006
Causes and explanations in the structural-model approach: Tractable cases.
Artif. Intell., 2006

Preferences, Links, and Probabilities for Ranking Objects in Ontologies.
Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006

An Approach to Probabilistic Data Integration for the Semantic Web.
Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006

Fuzzy Description Logic Programs under the Answer Set Semantics for the Semantic Web.
Proceedings of the Rules and Rule Markup Languages for the Semantic Web, 2006

Variable-Strength Conditional Preferences for Matchmaking in Description Logics.
Proceedings of the Proceedings, 2006

Adaptive Multi-agent Programming in GTGolog.
Proceedings of the KI 2006: Advances in Artificial Intelligence, 2006

Game-Theoretic Agent Programming in Golog Under Partial Observability.
Proceedings of the KI 2006: Advances in Artificial Intelligence, 2006

Variable-Strength Conditional Preferences for Ranking Objects in Ontologies.
Proceedings of the Semantic Web: Research and Applications, 2006

Adaptive Multi-Agent Programming in GTGolog.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2005
Nonmonotonic probabilistic reasoning under variable-strength inheritance with overriding.
Synthese, 2005

Probabilistic logic under coherence: complexity and algorithms.
Ann. Math. Artif. Intell., 2005

Weak nonmonotonic probabilistic logics.
Artif. Intell., 2005

Stratified Probabilistic Description Logic Programs.
Proceedings of the International Semantic Web Conference, 2005

Game-Theoretic Reasoning About Actions in Nonmonotonic Causal Theories.
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2005

Nonmonotonic Probabilistic Logics under Variable-Strength Inheritance with Overriding: Algorithms and Implementation in NMPROBLOG.
Proceedings of the ISIPTA '05, 2005

Probabilistic Description Logic Programs.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Game theoretic Golog under partial observability.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004
Combining probabilistic logic programming with the power of maximum entropy.
Artif. Intell., 2004

Complexity results for explanations in the structural-model approach.
Artif. Intell., 2004

Well-Founded Semantics for Description Logic Programs in the Semantic Web.
Proceedings of the Rules and Rule Markup Languages for the Semantic Web: Third International Workshop, 2004

Qualitative and probabilistic uncertainty in reasoning about actions with sensing.
Proceedings of the 10th International Workshop on Non-Monotonic Reasoning (NMR 2004), 2004

Weak Nonmonotonic Probabilistic Logics.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Ninth International Conference (KR2004), 2004

Combining Answer Set Programming with Description Logics for the Semantic Web.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Ninth International Conference (KR2004), 2004

Relational Markov Games.
Proceedings of the Logics in Artificial Intelligence, 9th European Conference, 2004

Reasoning about Actions with Sensing under Qualitative and Probabilistic Uncertainty.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Game-Theoretic Agent Programming in Golog.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
Temporal Probabilistic Object Bases.
IEEE Trans. Knowl. Data Eng., 2003

Structure-Based Causes and Explanations in the Independent Choice Logic.
Proceedings of the UAI '03, 2003

Probabilistic Reasoning about Actions in Nonmonotonic Causal Theories.
Proceedings of the UAI '03, 2003

Probabilistic Lexicographic Entailment under Variable-Strength Inheritance with Overriding.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

2002
Probabilistic logic under coherence, model-theoretic probabilistic logic, and default reasoning in System P.
Journal of Applied Non-Classical Logics, 2002

Nonmonotonic Probabilistic Logics between Model-Theoretic Probabilistic Logic and Probabilistic Logic under Coherence
CoRR, 2002

Probabilistic Default Reasoning with Conditional Constraints.
Ann. Math. Artif. Intell., 2002

Complexity results for structure-based causality.
Artif. Intell., 2002

Causes and Explanations in the Structural-Model Approach : Tractable Cases.
Proceedings of the UAI '02, 2002

Nonmonotonic probabilistic logics between model-theoretic probabilistic logic and probabilistic logic under coherence.
Proceedings of the 9th International Workshop on Non-Monotonic Reasoning (NMR 2002), 2002

Complexity Results for Explanations in the Structural-Model Approach.
Proceedings of the Eights International Conference on Principles and Knowledge Representation and Reasoning (KR-02), 2002

P-SHOQ(D): A Probabilistic Extension of SHOQ(D) for Probabilistic Ontologies in the Semantic Web.
Proceedings of the Logics in Artificial Intelligence, European Conference, 2002

2001
Probabilistic object bases.
ACM Trans. Database Syst., 2001

Probabilistic logic programming with conditional constraints.
ACM Trans. Comput. Log., 2001

A data model and algebra for probabilistic complex values.
Ann. Math. Artif. Intell., 2001

Probabilistic Logic Programming under Inheritance with Overriding.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

Fixpoint Characterizations for Many-Valued Disjunctive Logic Programs with Probabilistic Semantics.
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2001

Probabilistic Logic under Coherence: Complexity and Algorithms.
Proceedings of the ISIPTA '01, 2001

Complexity Results for Structure-Based Causality.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

2000
Probabilistic Default Reasoning with Conditional Constraints
CoRR, 2000

Default reasoning from conditional knowledge bases: Complexity and tractable cases.
Artif. Intell., 2000

Credal Networks under Maximum Entropy.
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

Complexity Results for Default Reasoning from Conditional Knowledge Bases.
Proceedings of the KR 2000, 2000

New Tractable Cases in Default Reasoning from Conditional Knowledge Bases.
Proceedings of the Logics in Artificial Intelligence, European Workshop, 2000

Extension of the Relational Algebra to Probabilistic Complex Values.
Proceedings of the Foundations of Information and Knowledge Systems, 2000

1999
Probabilistic Deduction with Conditional Constraints over Basic Events.
J. Artif. Intell. Res., 1999

Local probabilistic deduction from taxonomic and probabilistic knowledge-bases over conjunctive events.
Int. J. Approx. Reasoning, 1999

Many-Valued Disjunctive Logic Programs with Probabilistic Semantics.
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 1999

Probabilistic and Truth-Functional Many-Valued Logic Programming.
Proceedings of the 29th IEEE International Symposium on Multiple-Valued Logic, 1999

Probalilistic Logic Programming under Maximum Entropy.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1999

1998
Magic Inference Rules for Probabilistic Deduction under Taxonomic Knowledge.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Probabilistic Deduction with Conditional Constraints over Basic Events.
Proceedings of the Sixth International Conference on Principles of Knowledge Representation and Reasoning (KR'98), 1998

Probabilistic Logic Programming.
ECAI, 1998

Many-Valued First-Order Logics with Probabilistic Semantics.
Proceedings of the Computer Science Logic, 12th International Workshop, 1998

1997
Efficient Global Probabilistic Deduction from Taxonomic and Probabilistic Knowledge-Bases over Conjunctive Events.
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), 1997

1996
Precision of probabilistic deduction under taxonomic knowledge.
PhD thesis, 1996

1995
Uncertain Reasoning in Concept Lattices.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1995

Taxonomic and Uncertain Integrity Constraints in Object-Oriented Databases - the TOP Approach.
Proceedings of the CIKM '95, Proceedings of the 1995 International Conference on Information and Knowledge Management, November 28, 1995


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