Floriana Esposito

Proceedings of the 1st Workshop on Advances In Argumentation In Artificial Intelligence co-located with XVI International Conference of the Italian Association for Artificial Intelligence, 2017

RescueRobot: Modeling Complex Robots Behaviors in Emergency Situations.

[BibT_eX]

[DOI]

Proceedings of the 4th Italian Workshop on Artificial Intelligence and Robotics A workshop of the XVI International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

Artificial Intelligence for Robot-Assisted Treatment of Autism.

[BibT_eX]

[DOI]

Giuseppe Palestra

Berardina De Carolis

Proceedings of the Workshop on Artificial Intelligence with Application in Health co-located with the 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

Alternative Variable Splitting Methods to Learn Sum-Product Networks.

[BibT_eX]

[DOI]

Fabrizio Giuseppe Ventola

Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016

Towards Representation Learning with Tractable Probabilistic Models.

[BibT_eX]

[DOI]

CoRR, 2016

Induction of Terminological Cluster Trees.

[BibT_eX]

[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

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

[BibT_eX]

[DOI]

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

Clustering underlying stock trends via non-negative matrix factorization.

[BibT_eX]

[DOI]

Sabrina Francesca Pellegrino

Proceedings of the First Workshop on MIning DAta for financial applicationS (MIDAS 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2016), 2016

Multi-Label Classification with Cutset Networks.

[BibT_eX]

[DOI]

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

A Study on the Classification of Layout Components for Newspapers.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Multimedia Archives, 2016

Towards Sentiment and Emotion Analysis of User Feedback for Digital Libraries.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Multimedia Archives, 2016

A multimodal and multilevel system for robotics treatment of autism in children.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Social Learning and Multimodal Interaction for Designing Artificial Agents, 2016

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

[BibT_eX]

[DOI]

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

Predicting Process Behavior in WoMan.

[BibT_eX]

[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

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

[BibT_eX]

[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

Rule Generalization Strategies in Incremental Learning of Disjunctive Concepts.

[BibT_eX]

[DOI]

Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015

Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Logic-Based Incremental Process Mining.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

An Agent Architecture for Adaptive Supervision and Control of Smart Environments.

[BibT_eX]

[DOI]

Proceedings of the PECCS 2015, 2015

Unsupervised Author Identification and Characterization.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries on the Move, 2015

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

[BibT_eX]

[DOI]

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

Inductive Classification Through Evidence-Based Models and Their Ensembles.

[BibT_eX]

[DOI]

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

Sentiment analysis as a text categorization task: A study on feature and algorithm selection for Italian language.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

An authority degree-based evaluation strategy for abstract argumentation frameworks.

[BibT_eX]

[DOI]

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

Learning Accurate Cutset Networks by Exploiting Decomposability.

[BibT_eX]

[DOI]

Francesca Alessandra Lisi

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

An AI Application to Integrated Tourism Planning.

[BibT_eX]

[DOI]

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

Empowered Negative Specialization in Inductive Logic Programming.

[BibT_eX]

[DOI]

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

2014

Guest Editors' introduction: special issue of the ECML/PKDD 2014 journal track.

[BibT_eX]

[DOI]

Mach. Learn., 2014

Link classification with probabilistic graphs.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2014

Grasp and Path-Relinking for Coalition Structure Generation.

[BibT_eX]

[DOI]

Francesca Alessandra Lisi

Fundam. Informaticae, 2014

Graph-Based Regularization for Transductive Class-Membership Prediction.

[BibT_eX]

[DOI]

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

Learning Probabilistic Description Logic Concepts Under Alternative Assumptions on Incompleteness.

[BibT_eX]

[DOI]

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

Supporting Integrated Tourism Services with Semantic Technologies and Machine Learning.

[BibT_eX]

[DOI]

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

Learning Complex Activity Preconditions in Process Mining.

[BibT_eX]

[DOI]

Berardina De Carolis

Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

Automatic Learning of Linguistic Resources for Stopword Removal and Stemming from Text.

[BibT_eX]

[DOI]

Domenico Grieco

Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

Assessing Document Relevance by Modeling Citation Networks with Probabilistic Graphs.

[BibT_eX]

[DOI]

Francesca Alessandra Lisi

Proceedings of the Pushing the Boundaries of the Digital Libraries Field, 2014

Towards Evidence-Based Terminological Decision Trees.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

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

A Tool for Complete OWL-S Services Annotation by Means of Concept Networks.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014

Guidelines and Tool for Meaningful OWL-S Services Annotations.

[BibT_eX]

[DOI]

Proceedings of the KEOD 2014, 2014

Adaptive Knowledge Propagation in Web Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Engineering and Knowledge Management, 2014

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

[BibT_eX]

[DOI]

Proceedings of the Knowledge Engineering and Knowledge Management, 2014

Abstract argumentation for reading order detection.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Document Engineering 2014, 2014

Semantic Web Services for Integrated Tourism in the Apulia Region.

[BibT_eX]

[DOI]

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

Towards Management of OWL-S Effects by Means of a DL Action Formalism Combined with OWL Contexts.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013

Towards Dynamic Orchestration of Semantic Web Services.

[BibT_eX]

[DOI]

Trans. Comput. Collect. Intell., 2013

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

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2013

A Logic Framework for Incremental Learning of Process Models.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2013

Ensemble Relational Learning based on Selective Propositionalization.

[BibT_eX]

[DOI]

CoRR, 2013

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

[BibT_eX]

[DOI]

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

Assertion Prediction with Ontologies through Evidence Combination.

[BibT_eX]

[DOI]

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

Rank prediction for semantically annotated resources.

[BibT_eX]

[DOI]

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

Contour-Based Progressive Identification of Known Shapes in Images.

[BibT_eX]

[DOI]

Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

Finding Critical Cells in Web Tables with SRL: Trying to Uncover the Devil's Tease.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Transductive Inference for Class-Membership Propagation in Web Ontologies.

[BibT_eX]

[DOI]

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

Hi-Fi HTML rendering of multi-format documents in DoMinUS.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Document Engineering 2013, 2013

Symbolic machine learning methods for historical document processing.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Document Engineering 2013, 2013

A Heuristic Approach to Handling Sequential Information in Incremental ILP.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012

Induction of robust classifiers for web ontologies through kernel machines.

[BibT_eX]

[DOI]

J. Web Semant., 2012

Social networks and statistical relational learning: a survey.

[BibT_eX]

[DOI]

Int. J. Soc. Netw. Min., 2012

Numeric Prediction on OWL Knowledge Bases through Terminological Regression Trees.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2012

Language-Constraint Reachability Learning in Probabilistic Graphs

[BibT_eX]

[DOI]

CoRR, 2012

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

[BibT_eX]

[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.

[BibT_eX]

[DOI]

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

Learning in Probabilistic Graphs Exploiting Language-Constrained Patterns.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012

Uncertain (Multi)Graphs for Personalization Services in Digital Libraries.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 8th Italian Research Conference, 2012

Learning to Recognize Critical Cells in Document Tables.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 8th Italian Research Conference, 2012

Uncertain Graphs meet Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

Two Extensions of FOL Horn Clauses Comparison to Interpreted Predicates.

[BibT_eX]

[DOI]

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

2011

Automatic Document Layout Analysis through Relational Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Learning Structure and Schemas from Documents, 2011

A Relational Approach to Sensor Network Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval and Mining in Distributed Environments, 2011

Stochastic simulation and modelling of metabolic networks in a machine learning framework.

[BibT_eX]

[DOI]

Simul. Model. Pract. Theory, 2011

Boosting learning and inference in Markov logic through metaheuristics.

[BibT_eX]

[DOI]

Appl. Intell., 2011

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

[BibT_eX]

[DOI]

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

rsLDA: A Bayesian hierarchical model for relational learning.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Data and Knowledge Engineering, 2011

SWRL Rules Plan Encoding with OWL-S Composite Services.

[BibT_eX]

[DOI]

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

Optimizing Probabilistic Models for Relational Sequence Learning.

[BibT_eX]

[DOI]

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

A Taxonomic Generalization Technique for Natural Language Processing.

[BibT_eX]

[DOI]

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

Probabilistic Inference over Image Networks.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

MBlab: Molecular Biodiversity Laboratory.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

DOMINUS plus - DOcument Management INtelligent Universal System (plus).

[BibT_eX]

[DOI]

Incoronata Villani

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Computational Models Enhancing Semantic Access to Digital Repositories.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

DDTA - Digitalisation of Districts in the Textile and Clothing Sector.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Improving User Stereotypes through Machine Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

mLynx: Relational Mutual Information.

[BibT_eX]

[DOI]

Proceedings of the Latest Advances in Inductive Logic Programming, 2011

A Contour-Based Progressive Technique for Shape Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Engineering SLS Algorithms for Statistical Relational Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Complex, 2011

Using Machine Learning Techniques for Modelling and Simulation of Metabolic Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Complex, 2011

Plugging Numeric Similarity in First-Order Logic Horn Clauses Comparison.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

Protein Fold Recognition Using Markov Logic Networks.

[BibT_eX]

[DOI]

Proceedings of the Mathematical Approaches to Polymer Sequence Analysis and Related Problems, 2011

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

[BibT_eX]

[DOI]

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

2010

Approximate Relational Reasoning by Stochastic Propositionalization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Information Systems, 2010

Towards Multistrategic Statistical Relational Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning II, 2010

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

[BibT_eX]

[DOI]

Semantic Web, 2010

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

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2010

Fuzzy Clustering for Semantic Knowledge Bases.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2010

Feature Construction for Relational Sequence Learning

[BibT_eX]

[DOI]

CoRR, 2010

GRASP for the Coalition Structure Formation Problem

[BibT_eX]

[DOI]

CoRR, 2010

Efficient Resource Retrieval from Semantic Knowledge Bases.

[BibT_eX]

[DOI]

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

Inductive reasoning and semantic web search.

[BibT_eX]

[DOI]

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

Towards the induction of terminological decision trees.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Learning to Rank Individuals in Description Logics Using Kernel Perceptrons.

[BibT_eX]

[DOI]

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

Induction of Concepts in Web Ontologies through Terminological Decision Trees.

[BibT_eX]

[DOI]

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

Approximate image color correlograms.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Classifying Agent Behaviour through Relational Sequential Patterns.

[BibT_eX]

[DOI]

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2010

A Multi-relational Learning Approach for Knowledge Extraction in in Vitro Fertilization Domain.

[BibT_eX]

[DOI]

Laura Caponetti

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Merging Structural and Taxonomic Similarity for Text Retrieval Using Relational Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Using Explicit Word Co-occurrences to Improve Term-Based Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries - 6th Italian Research Conference, 2010

Relational Sequence based Classification in Multi-agent Systems.

[BibT_eX]

Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

A Comparative Study on Semantic Web Services Frameworks from the Dynamic Orchestration Perspective.

[BibT_eX]

Luigi Iannone

Proceedings of the KEOD 2010, 2010

Towards Learning to Rank in Description Logics.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

A histogram-based technique for automatic threshold assessment in a run length smoothing-based algorithm.

[BibT_eX]

[DOI]

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

A Multi-relational Learning Framework to Support Biomedical Applications.

[BibT_eX]

[DOI]

Laura Caponetti

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010

Coalition Structure Generation with GRASP.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence: Methodology, 2010

2009

On Ontologies as Prior Conceptual Knowledge in Inductive Logic Programming.

[BibT_eX]

[DOI]

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

Partitional Conceptual Clustering of Web Resources Annotated with Ontology Languages.

[BibT_eX]

[DOI]

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

Metric-based stochastic conceptual clustering for ontologies.

[BibT_eX]

[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 General Similarity Framework for Horn Clause Logic.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2009

A Semantic Similarity Measure for Expressive Description Logics

[BibT_eX]

[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

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

Relational Learning by Imitation.

[BibT_eX]

[DOI]

Grazia Bombini

Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2009

Fuzzy Clustering for Categorical Spaces.

[BibT_eX]

[DOI]

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

Relational Sequence Clustering for Aggregating Similar Agents.

[BibT_eX]

[DOI]

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

Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristics.

[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

Combining Qualitative and Quantitative Keyword Extraction Methods with Document Layout Analysis.

[BibT_eX]

[DOI]

Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

Nonmonotonic Onto-Relational Learning.

[BibT_eX]

[DOI]

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

A Logic Programming Framework for Learning by Imitation.

[BibT_eX]

Grazia Bombini

Proceedings of the ICEIS 2009, 2009

A Distance-Based Technique for Non-Manhattan Layout Analysis.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

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

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: Research and Applications, 2009

Intelligent Text Processing Techniques for Textual-Profile Gene Characterization.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

High Performing Algorithms for MAP and Conditional Inference in Markov Logic.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

Relational Temporal Data Mining for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Machine Learning for Digital Document Processing: from Layout Analysis to Metadata Extraction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Document Analysis and Recognition, 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

Multi-Dimensional Relational Sequence Mining.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2008

A Note on the Evaluation of Inductive Concept Classification Procedures.

[BibT_eX]

[DOI]

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

Learning SHIQ+log Rules for Ontology Evolution.

[BibT_eX]

[DOI]

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

Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Approximate Measures of Semantic Dissimilarity under Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web I, 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

Stochastic Propositionalization for Efficient Multi-relational Learning.

[BibT_eX]

[DOI]

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

A Multi-relational Hierarchical Clustering Method for DatalogKnowledge Bases.

[BibT_eX]

[DOI]

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

Automatic Document Organization Exploiting FOL Similarity-based Techniques.

[BibT_eX]

Proceedings of the Post-proceedings of the Forth Italian Research Conference on Digital Library Systems, 2008

Foundations of Onto-Relational Learning.

[BibT_eX]

[DOI]

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

Discriminative Structure Learning of Markov Logic Networks.

[BibT_eX]

[DOI]

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

Incremental machine learning techniques for document layout understanding.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

k-Nearest Neighbor Classification on First-Order Logic Descriptions.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 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

Structure Learning of Markov Logic Networks through Iterated Local Search.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2008, 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

Inference of abduction theories for handling incompleteness in first-order learning.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2007

Introduction to the special issue.

[BibT_eX]

[DOI]

Appl. Intell., 2007

Multi-class Protein Fold Recognition Through a Symbolic-Statistical Framework.

[BibT_eX]

[DOI]

Proceedings of the Applications of Fuzzy Sets Theory, 2007

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

[BibT_eX]

[DOI]

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

Evolutionary Conceptual Clustering of Semantically Annotated Resources.

[BibT_eX]

[DOI]

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

Approximate Query Answering and Ranking for Semantic Knowledge Bases.

[BibT_eX]

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

A Fast Partial Memory Approach to Incremental Learning through an Advanced Data Storage Framework.

[BibT_eX]

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

Mining Time-series Sequences of Reactions for Biologically Active Patterns in Metabolic Pathways.

[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

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

[BibT_eX]

[DOI]

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

Unsupervised Discretization Using Kernel Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Incremental Learning of First Order Logic Theories for the Automatic Annotations of Web Documents.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Generalization-Based Similarity for Conceptual Clustering.

[BibT_eX]

[DOI]

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

Similarity-Guided Clause Generalization.

[BibT_eX]

[DOI]

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

Machine Learning and Data Mining.

[BibT_eX]

Attilio Giordana

Lorenza Saitta

Intelligenza Artificiale, 2006

Multistrategy Operators for Relational Learning and Their Cooperation.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2006

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

[BibT_eX]

[DOI]

Proceedings of the SWAP 2006, 2006

Analogical Reasoning in Description Logics.

[BibT_eX]

[DOI]

Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006

Classifying Aggregated Data: a Symbolic Data Analysis Approach.

[BibT_eX]

Annalisa Appice

Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

A dissimilarity measure for ALC concept descriptions.

[BibT_eX]

[DOI]

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

Towards Automatic Digital Library Content-based Management.

[BibT_eX]

Proceedings of the Post-proceedings of the Second Italian Research Conference on Digital Library Management Systems (IRCDL 2006), 2006

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

[BibT_eX]

[DOI]

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

Automatic Topics Identification for Reviewer Assignment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Applied Artificial Intelligence, 2006

Tractable Feature Generation Through Description Logics with Value and Number Restrictions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Applied Artificial Intelligence, 2006

Refining Ontologies via Pattern-based Clustering.

[BibT_eX]

[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.

[BibT_eX]

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

Automatic Content-based Indexing of Digital Documents through Intelligent Processing Techniques.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

2005

A Dissimilarity Measure for the ALC Description Logic.

[BibT_eX]

[DOI]

Proceedings of the SWAP 2005, 2005

An ILP Perspective on the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the SWAP 2005, 2005

Mining the Semantic Web: A Logic-Based Methodology.

[BibT_eX]

[DOI]

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

Semantic-Based Access to Digital Document Databases.

[BibT_eX]

[DOI]

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

ILP Meets Knowledge Engineering: A Case Study.

[BibT_eX]

[DOI]

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

Automatic Induction of Abduction and Abstraction Theories from Observations.

[BibT_eX]

[DOI]

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

Intelligent Document Processing.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

REDD: An Algorithm for Redundancy Detection in RDF Models.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: Research and Applications, 2005

On the LearnAbility of Abstraction Theories from Observations for Relational Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

Avoiding Order Effects in Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

A Counterfactual-Based Learning Algorithm for Description Logic.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

Handling Continuous-Valued Attributes in Incremental First-Order Rules Learning.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004

Top-Down Induction of Model Trees with Regression and Splitting Nodes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Discovering Student Models in e-Learning Systems.

[BibT_eX]

[DOI]

Oriana Licchelli

J. Univers. Comput. Sci., 2004

Incremental learning and concept drift in INTHELEX.

[BibT_eX]

[DOI]

Intell. Data Anal., 2004

Knowledge-Intensive Induction of Terminologies from Metadata.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web, 2004

Efficient Evaluation of Candidate Hypotheses in AL-log.

[BibT_eX]

[DOI]

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

Automatic Induction of First-Order Logic Descriptors Type Domains from Observations.

[BibT_eX]

[DOI]

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

Discovering Logical Structures in Digital Documents.

[BibT_eX]

Proceedings of the Intelligent Information Processing and Web Mining, 2004

An Algorithm for Incremental Mode Induction.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Machine Learning Approaches for Inducing Student Models.

[BibT_eX]

[DOI]

Oriana Licchelli

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Incremental Induction of Classification Rules for Cultural Heritage Documents.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Personalizing Digital Libraries for Education.

[BibT_eX]

Proceedings of the ICEIS 2004, 2004

A Backtracking Strategy for Order-Independent Incremental Learning.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Automatic Induction of Domain-Related Information: Learning Descriptors Type Domains.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Induction and Revision of Terminologies.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation.

[BibT_eX]

[DOI]

Margherita Berardi

Michelangelo Ceci

Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

2003

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

[BibT_eX]

[DOI]

Comput. Environ. Urban Syst., 2003

An introduction to symbolic data analysis and the SODAS software.

[BibT_eX]

[DOI]

Edwin Diday

Intell. Data Anal., 2003

Incremental Multistrategy Learning for Document Processing.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2003

RDF Core: A component for effective management of RDF Models.

[BibT_eX]

Proceedings of SWDB'03, 2003

Mining Model Trees with Regression and Splitting Nodes.

[BibT_eX]

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

Personalization to improve searching in a Digital Library.

[BibT_eX]

Proceedings of the New Technologies for Information Systems, 2003

Theta-Subsumption and Resolution: A New Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

An Exhaustive Matching Procedure for the Improvement of Learning Efficiency.

[BibT_eX]

[DOI]

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

Automated Classification of Web Documents into a Hierarchy of Categories.

[BibT_eX]

Proceedings of the Intelligent Information Processing and Web Mining, 2003

Learning Logic Programs for Layout Analysis Correction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2003

Correcting the Document Layout: A Machine Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Improving Automatic Labelling through RDF Management.

[BibT_eX]

[DOI]

Luigi Iannone

Ignazio Palmisano

Proceedings of the Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access, 2003

Evaluation and Validation of Two Approaches to User Profiling.

[BibT_eX]

[DOI]

Pasquale Lops

Proceedings of the Web Mining: From Web to Semantic Web, 2003

Automatic Induction of Rules for Classification and Interpretation of Cultural Heritage Material.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2003

Incremental Induction of Rules for Document Image Understanding.

[BibT_eX]

[DOI]

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

A Complete Subsumption Algorithm.

[BibT_eX]

[DOI]

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

A Methodology for the Induction of Ontological Knowledge from Semantic Annotations.

[BibT_eX]

[DOI]

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

2002

Adaptive Layout Analysis of Document Images.

[BibT_eX]

[DOI]

Oronzo Altamura

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

Cooperation of Multiple Strategies for Automated Learning in Complex Environments.

[BibT_eX]

[DOI]

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

Multistrategy Learning of Rules for Automated Classification of Cultural Heritage Material.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: People, 2002

Mining HTML Pages to Support Document Sharing in a Cooperative System.

[BibT_eX]

[DOI]

Michelangelo Ceci

Proceedings of the XML-Based Data Management and Multimedia Engineering, 2002

2001

Transforming paper documents into XML format with WISDOM++.

[BibT_eX]

[DOI]

Oronzo Altamura

Int. J. Document Anal. Recognit., 2001

Inductive learning from numerical and symbolic data: An integrated framework.

[BibT_eX]

[DOI]

Vittorio Marengo

Intell. Data Anal., 2001

A Generalization Model Based on OI-implication for Ideal Theory Refinement.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2001

Machine Learning in Computer Vision (Editorial).

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2001

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

[BibT_eX]

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.

[BibT_eX]

[DOI]

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

OI-implication: Soundness and Refutation Completeness.

[BibT_eX]

Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

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

[BibT_eX]

[DOI]

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

A Logical Framework for Frequent Pattern Discovery in Spatial Data.

[BibT_eX]

[DOI]

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

Multiple Predicate Learning for Document Image Understanding.

[BibT_eX]

[DOI]

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

Document Classification and Interpretation through the Inference of Logic-Based Models.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2001

2000

Multistrategy Theory Revision: Induction and Abduction in INTHELEX.

[BibT_eX]

[DOI]

Mach. Learn., 2000

Guest Editors' Introduction.

[BibT_eX]

[DOI]

Ryszard S. Michalski

Lorenza Saitta

Mach. Learn., 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

Refining Logic Theories under OI-Implication.

[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.

[BibT_eX]

[DOI]

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

Ideal Theory Refinement under Object Identity.

[BibT_eX]

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Interaction Profiling in Digital Libraries through Learning Tools.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2000

Learning from Parsed Sentences with INTHELEX.

[BibT_eX]

[DOI]

Proceedings of the Fourth Conference on Computational Natural Language Learning, 2000

1999

An Adaptive Visual Environment for Digital Libraries.

[BibT_eX]

[DOI]

Int. J. Digit. Libr., 1999

Symbolic Learning Techniques in Paper Document Processing.

[BibT_eX]

[DOI]

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

CONCERTO, An Environment for the 'Intelligent' Indexing, Querying and Retrieval of Digital Documents.

[BibT_eX]

[DOI]

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

A Learning Server for Inducing User Classification Rules in a Digital Library Service.

[BibT_eX]

[DOI]

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

Machine Learning for Intelligent Document Processing: The WISDOM System.

[BibT_eX]

[DOI]

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

CONCERTO, Conceptual Indexing, Querying and Retrieval of Digital Documents.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

WISDOM++: An Interactive and Adaptive Document Analysis System.

[BibT_eX]

[DOI]

Oronzo Altamura

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Conceptual Change in Learning Naive Physics: The Computational Model as a Theory Revision Process.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 99:Advances in Artificial Intelligence, 1999

A Machine Learning Approach to Web Mining.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 99:Advances in Artificial Intelligence, 1999

1998

Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service.

[BibT_eX]

[DOI]

Int. J. Digit. Libr., 1998

Interfacce adattative per WWW: il caso di IDL.

[BibT_eX]

Proceedings of the Atti del Sesto Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1998

Interacting With IDL: The Adaptive Visual Interface.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 1998

Learning Recursive Theories with ATRE.

[BibT_eX]

Proceedings of the 13th European Conference on Artificial Intelligence, 1998

1997

A Comparative Analysis of Methods for Pruning Decision Trees.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1997

Discovering Causal Rules in Relational Databases.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 1997

Machine Learning for Map Interpretation: An Intelligent Tool for Environmental Planning.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 1997

A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories.

[BibT_eX]

[DOI]

Proceedings of the Logic Programming Synthesis and Transformation, 1997

Knowledge Revision for Document Understanding.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques.

[BibT_eX]

[DOI]

Cesare Daniele Antifora

Gioacchino de Gennaro

Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Machine Learning + On-line Libraries = IDL.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries. First European Conference, 1997

Inductive Inference of First-Order Models from Numeric-Symbolic Data.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997

IDL: A Prototypical Intelligent Digital Library Service.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

Processing Paper Documents with WISDOM.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

Handling Continuous Data in Top-Down Induction of First-Order Rules.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1996

Locally Finite, Proper and Complete Operators for Refining Datalog Programs.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 9th International Symposium, 1996

1995

Ideal Refinement of Datalog Programs.

[BibT_eX]

[DOI]

Proceedings of the Logic Programming Synthesis and Transformation, 1995

A knowledge-based approach to the layout analysis.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-95, 1995

A Further Comparison of Simplification Methods for Decision-Tree Induction.

[BibT_eX]

[DOI]

Proceedings of the Learning from Data, 1995

Revision of Logical Theories.

[BibT_eX]

[DOI]

Proceedings of the Topics in Artificial Intelligence, 1995

Downward Refinement of Hierarchical Datalog Theories.

[BibT_eX]

Proceedings of the 1995 Joint Conference on Declarative Programming, 1995

1994

multistrategy learning for document recognition.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 1994

Avoiding Non-Termination when Learning Logical Programs: A Case Study with FOIL and FOCL.

[BibT_eX]

[DOI]

Proceedings of the Logic Programming Synthesis and Transformation, 1994

Traps and Pitfalls when Learning Logical Definitions from Relations.

[BibT_eX]

[DOI]

Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994

An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-94, 1994

1993

Machine Learning Techniques for Knowledge Acquisition and Refinement.

[BibT_eX]

Proceedings of the SEKE'93, 1993

Automated acquisition of rules for document understanding.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

Decision Tree Pruning as a Search in the State Space.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML-93, 1993

Negation as a Specializing Operator.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 1993

1992

Classification in Noisy Environments Using a Distance Measure Between Structural Symbolic Descriptions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1992

Automatically Acquiring Knowledge by Digital Maps in Artificial Intelligence Planning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Theories and Methods of Spatio-Temporal Reasoning in Geographic Space, International Conference GIS, 1992

1991

Flexible Matching for Noisy Structural Descriptions.

[BibT_eX]

[DOI]

Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

Panel: Evaluating and Changing Representation in Concept Acquisition.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 1991

1990

A Distance Measure for Decision Making in Uncertain Domains.

[BibT_eX]

[DOI]