Francesca A. Lisi

Gioacchino Sterlicchio

Proceedings of the 37th Italian Conference on Computational Logic, Bologna, Italy, June 29, 2022

A Declarative Approach to Contrast Pattern Mining.

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[DOI]

Gioacchino Sterlicchio

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

Ethics and Gender for Responsible Research and Innovation in AI (extended abstract).

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[DOI]

Proceedings of 1st Workshop on Bias, 2022

AI and Videogames: a "Drosophila" for Declarative Methods.

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[DOI]

Proceedings of the 10th Italian workshop on Planning and Scheduling (IPS 2022), RCRA Incontri E Confronti (RiCeRcA 2022), and the workshop on Strategies, Prediction, Interaction, and Reasoning in Italy (SPIRIT 2022) co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), November 28, 2022

2021

A Logic-based Multi-agent System for Ethical Monitoring and Evaluation of Dialogues.

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[DOI]

Proceedings of the Proceedings 37th International Conference on Logic Programming (Technical Communications), 2021

Ethical Monitoring and Evaluation of Dialogues with a MAS.

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[DOI]

Proceedings of the 36th Italian Conference on Computational Logic, 2021

2020

Logic Programming and Machine Ethics.

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[DOI]

Proceedings of the Proceedings 36th International Conference on Logic Programming (Technical Communications), 2020

Demo Paper: Monitoring and Evaluation of Ethical Behavior in Dialog Systems.

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[DOI]

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection, 2020

Using Higher-order Description Logics for Learning and Mining in Complex Domains.

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[DOI]

Proceedings of the 33rd International Workshop on Description Logics (DL 2020) co-located with the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), 2020

Logic-based Machine Learning for Transparent Ethical Agents.

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[DOI]

Ivan Letteri

Proceedings of the 35th Italian Conference on Computational Logic, 2020

Towards a Gendered Innovation in AI (short paper).

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[DOI]

Silvana Badaloni

Proceedings of the AIxIA 2020 Discussion Papers Workshop co-located with the the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA2020), 2020

2019

Towards Ethical Machines Via Logic Programming.

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[DOI]

Proceedings of the Proceedings 35th International Conference on Logic Programming (Technical Communications), 2019

Towards an ILP Application in Machine Ethics.

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[DOI]

Proceedings of the Inductive Logic Programming - 29th International Conference, 2019

Logics in Machine Learning and Data Mining: Achievements and Open Issues.

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[DOI]

Proceedings of the 34th Italian Conference on Computational Logic, 2019

Learning Answer Set Programming Rules For Ethical Machines.

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[DOI]

Proceedings of the 34th Italian Conference on Computational Logic, 2019

DigForASP: A European Cooperation Network for Logic-based AI in Digital Forensics.

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[DOI]

Raffaele Olivieri

Proceedings of the 34th Italian Conference on Computational Logic, 2019

An Approach Towards Ethical Chatbots in Customer Service.

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[DOI]

Proceedings of the 6th Italian Workshop on Artificial Intelligence and Robotics co-located with the XVIII International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019), 2019

Knowledge Representation and Reasoning meets Digital Forensics: The COST Action DigForASP (short paper).

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[DOI]

Raffaele Olivieri

Proceedings of the Joint Proceedings of the RCRA International Workshop and of the RCRA Incontri e Confronti Workshop co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AIIA 2019), 2019

2018

Special issue: Selected and revised papers from the 16th International Conference of the Italian Association for Artificial Intelligence.

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[DOI]

Stefano Ferilli

Intelligenza Artificiale, 2018

A Granular Computing Method for OWL Ontologies.

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[DOI]

Fundam. Informaticae, 2018

Mining the Web of Data with Metaqueries.

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[DOI]

Proceedings of the Up-and-Coming and Short Papers of the 28th International Conference on Inductive Logic Programming (ILP 2018), 2018

From Human Interaction to Human-Robot Interaction: A Possible Model.

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[DOI]

Proceedings of the 5th Italian Workshop on Artificial Intelligence and Robotics, 2018

2017

Logic-based Rule Learning for the Web of Data.

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[DOI]

Proceedings of the Doctoral Consortium, 2017

Combining Rule Learning and Nonmonotonic Reasoning for Link Prediction in Knowledge Graphs.

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[DOI]

Daria Stepanova

Proceedings of the Doctoral Consortium, 2017

Introducing Fuzzy Quantification in OWL 2 Ontologies.

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[DOI]

Proceedings of the Joint Proceedings of the 18th Italian Conference on Theoretical Computer Science and the 32nd Italian Conference on Computational Logic co-located with the 2017 IEEE International Workshop on Measurements and Networking (2017 IEEE M&N), 2017

Enrichment of Association Rules through Exploitation of Ontology Properties - Healthcare Case Study.

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[DOI]

Eliot Bytyçi

Lule Ahmedi

Proceedings of the 8th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2017) / The 7th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2017) / Affiliated Workshops, 2017

Towards a Metaquery Language for Mining the Web of Data.

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[DOI]

Proceedings of the Data Analytics - 31st British International Conference on Databases, 2017

2016

A System for Fuzzy Granulation of OWL Ontologies.

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[DOI]

Proceedings of the Fuzzy Logic and Soft Computing Applications, 2016

Towards Nonmonotonic Relational Learning from Knowledge Graphs.

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[DOI]

Proceedings of the Inductive Logic Programming - 26th International Conference, 2016

Model with DLs + Solve with ASP! - A Case Study from Concept Learning.

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[DOI]

Proceedings of the 31st Italian Conference on Computational Logic, 2016

A Model+Solver Approach to Concept Learning.

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[DOI]

Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

2015

Recent advances of research on Computational Logic in Italy (CILC 2012): In memoriam of Elio Lanzarone (1945-2011).

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[DOI]

J. Log. Comput., 2015

Learning in Description Logics with Fuzzy Concrete Domains.

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[DOI]

Fundam. Informaticae, 2015

Towards fuzzy granulation in OWL ontologies.

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[DOI]

Proceedings of the 30th Italian Conference on Computational Logic, 2015

An AI Application to Integrated Tourism Planning.

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[DOI]

Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

Will AI ever Support Design Thinking?

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[DOI]

Proceedings of the 1st Workshop on Artificial Intelligence and Design, 2015

2014

Supporting Integrated Tourism Services with Semantic Technologies and Machine Learning.

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[DOI]

Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Semantic Web Services for Integrated Tourism in the Apulia Region.

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[DOI]

Proceedings of the 29th Italian Conference on Computational Logic, 2014

2013

Italian Machine Learning and Data Mining research: The last years.

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[DOI]

Intelligenza Artificiale, 2013

A Logic-based Computational Method for the Automated Induction of Fuzzy Ontology Axioms.

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[DOI]

Fundam. Informaticae, 2013

A FOIL-Like Method for Learning under Incompleteness and Vagueness.

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[DOI]

Proceedings of the Inductive Logic Programming - 23rd International Conference, 2013

A System for Learning GCI Axioms in Fuzzy Description Logics.

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[DOI]

Proceedings of the Informal Proceedings of the 26th International Workshop on Description Logics, Ulm, Germany, July 23, 2013

Dealing with Incompleteness and Vagueness in Inductive Logic Programming.

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[DOI]

Proceedings of the 28th Italian Conference on Computational Logic, 2013

2012

Guest Editors' introduction - Special issue on inductive logic programming (ILP 2010).

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[DOI]

Paolo Frasconi

Mach. Learn., 2012

Learning Onto-Relational Rules with Inductive Logic Programming

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[DOI]

CoRR, 2012

A Declarative Modeling Language for Concept Learning in Description Logics.

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[DOI]

Proceedings of the Inductive Logic Programming - 22nd International Conference, 2012

A Formal Characterization of Concept Learning in Description Logics.

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[DOI]

Proceedings of the 2012 International Workshop on Description Logics, 2012

2011

AL-QuIn: An Onto-Relational Learning System for Semantic Web Mining.

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[DOI]

Int. J. Semantic Web Inf. Syst., 2011

Towards Learning Fuzzy DL Inclusion Axioms.

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[DOI]

Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011

Can ILP Deal with Incomplete and Vague Structured Knowledge?

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[DOI]

Proceedings of the Latest Advances in Inductive Logic Programming, 2011

An Inductive Logic Programming Approach to Learning Inclusion Axioms in Fuzzy Description Logics.

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Proceedings of the 26th Italian Conference on Computational Logic, Pescara, Italy, August 31, 2011

2010

Inductive Logic Programming in Databases: From Datalog to DL+log.

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[DOI]

Theory Pract. Log. Program., 2010

Logic Programming Languages for Databases and the Web.

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[DOI]

Sergio Greco

Proceedings of the A 25-Year Perspective on Logic Programming: Achievements of the Italian Association for Logic Programming, 2010

2009

On Ontologies as Prior Conceptual Knowledge in Inductive Logic Programming.

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[DOI]

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

Using Prior Knowledge in Data Mining.

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[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Nonmonotonic Onto-Relational Learning.

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[DOI]

Proceedings of the Inductive Logic Programming, 19th International Conference, 2009

2008

Building Rules on Top of Ontologies for the Semantic Web with Inductive Logic Programming.

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[DOI]

Theory Pract. Log. Program., 2008

Learning SHIQ+log Rules for Ontology Evolution.

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[DOI]

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

Learning Semantic Web Rules within the Framework of SHIQ+log.

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[DOI]

Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008

Foundations of Onto-Relational Learning.

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[DOI]

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

2007

Building Rules on top of Ontologies? Inductive Logic Programming can help!

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[DOI]

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

Reasoning with OWL-DL in Inductive Logic Programming.

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[DOI]

Proceedings of the OWLED 2007 Workshop on OWL: Experiences and Directions, 2007

Exploiting Description Logic Reasoners in Inductive Logic Programming Systems: An Experience within the Semantic Web Area.

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[DOI]

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

2006

Enabling Data Mining Systems to Semantic Web Applications.

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[DOI]

Proceedings of the SWAP 2006, 2006

Practice of Inductive Reasoning on the Semantic Web: A System for Semantic Web Mining.

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[DOI]

Proceedings of the Principles and Practice of Semantic Web Reasoning, 2006

A Methodology for Building Semantic Web Mining Systems.

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[DOI]

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

On the Missing Link Between Frequent Pattern Discovery and Concept Formation.

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[DOI]

Proceedings of the Inductive Logic Programming, 16th International Conference, 2006

A Pattern-Based Approach to Conceptual Clustering in FOL.

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[DOI]

Proceedings of the Conceptual Structures: Inspiration and Application, 2006

Refining Ontologies via Pattern-based Clustering.

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[DOI]

Proceedings of the 2nd International Workshop on Contexts and Ontologies: Theory, 2006

Two Orthogonal Biases for Choosing the Intensions of Emerging Concepts in Ontology Refinement.

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Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2005

An ILP Perspective on the Semantic Web.

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[DOI]

Proceedings of the SWAP 2005, 2005

Principles of Inductive Reasoning on the Semantic Web: A Framework for Learning in AL-Log.

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[DOI]

Proceedings of the Principles and Practice of Semantic Web Reasoning, 2005

Mining the Semantic Web: A Logic-Based Methodology.

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[DOI]

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

ILP Meets Knowledge Engineering: A Case Study.

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[DOI]

Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

2004

Inducing Multi-Level Association Rules from Multiple Relations.

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[DOI]

Mach. Learn., 2004

Efficient Evaluation of Candidate Hypotheses in AL-log.

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[DOI]

Proceedings of the Inductive Logic Programming, 14th International Conference, 2004

2003

Empowering a GIS with inductive learning capabilities: the case of INGENS.

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[DOI]

Comput. Environ. Urban Syst., 2003

Discovery of spatial association rules in geo-referenced census data: A relational mining approach.

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[DOI]

Intell. Data Anal., 2003

Towards Object-Relational Data Mining.

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Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

Ideal Refinement of Descriptions in AL-Log.

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[DOI]

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Data Minig in Hybrid Languages vis ILP.

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[DOI]

Proceedings of the 2003 International Workshop on Description Logics (DL2003), 2003

Bridging the Gap between Horn Clausal Logic and Description Logics in Inductive Learning.

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[DOI]

Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002

Efficient Discovery of Multiple-level Patterns.

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Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

A NLG-Based Presentation Method for Supporting KDD End-Users.

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[DOI]

Berardina De Carolis

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Object Identity as Search Bias for Pattern Spaces.

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Stefano Ferilli

Nicola Fanizzi

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2001

Mining Association Rules in Spatial Databases: A Logic-based Computational Method.

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Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001

First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps.

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[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

Discovering Associations between Spatial Objects: An ILP Application.

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[DOI]

Proceedings of the Inductive Logic Programming, 11th International Conference, 2001

Automated Discovery of Dependencies Between Logical Components in Document Image Understanding.

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[DOI]

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Generating Logic Descriptions for the Automated Interpretation of Topographic Maps.

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[DOI]

Proceedings of the Graphics Recognition Algorithms and Applications, 2001

A Logical Framework for Frequent Pattern Discovery in Spatial Data.

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[DOI]

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Multiple Predicate Learning for Document Image Understanding.

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[DOI]

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

2000

Machine Learning for Intelligent Processing of Printed Documents.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2000

Discovering Geographic Knowledge: The INGENS System.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions.

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[DOI]

Proceedings of the Inductive Logic Programming, 10th International Conference, 2000

1999

Symbolic Learning Techniques in Paper Document Processing.

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[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 1999

Machine Learning for Intelligent Document Processing: The WISDOM System.

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[DOI]

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

1998

Learning Recursive Theories with ATRE.

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