Michelangelo Diligenti

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

On a Convex Logic Fragment for Learning and Reasoning.

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[DOI]

IEEE Trans. Fuzzy Syst., 2019

Learning and T-Norms Theory.

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CoRR, 2019

LYRICS: a General Interface Layer to Integrate AI and Deep Learning.

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CoRR, 2019

Combining learning and constraints for genome-wide protein annotation.

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[DOI]

Stefano Teso

Luca Masera

Andrea Passerini

BMC Bioinform., 2019

Integrating Learning and Reasoning with Deep Logic Models.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

On the Relation Between Loss Functions and T-Norms.

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[DOI]

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

Constraint-Based Visual Generation.

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[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

2018

Image Classification Using Deep Learning and Prior Knowledge.

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[DOI]

Soumali Roychowdhury

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints.

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[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Semantic-based regularization for learning and inference.

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Artif. Intell., 2017

Learning Łukasiewicz Logic Fragments by Quadratic Programming.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Integrating Prior Knowledge into Deep Learning.

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[DOI]

Soumali Roychowdhury

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

Learning in Variable-Dimensional Spaces.

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[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Learning Efficiently in Semantic Based Regularization.

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[DOI]

Vincenzo Scoca

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2014

Improved multi-level protein¿protein interaction prediction with semantic-based regularization.

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[DOI]

Stefano Teso

Andrea Passerini

BMC Bioinform., 2014

2013

Experimental Guidelines for Semantic-Based Regularization.

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[DOI]

Proceedings of the Recent Advances of Neural Network Models and Applications, 2013

Graph and Manifold Co-regularization.

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[DOI]

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Collective Classification Using Semantic Based Regularization.

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Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

Bridging logic and kernel machines.

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[DOI]

Mach. Learn., 2012

Automatic Generation of Crossword Puzzles.

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Int. J. Artif. Intell. Tools, 2012

2011

A unified representation of web logs for mining applications.

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[DOI]

Inf. Retr., 2011

Towards Developmental AI: The paradox of Ravenous Intelligent Agents.

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[DOI]

Proceedings of the Seventh International Workshop on Neural-Symbolic Learning and Reasoning, 2011

Learning to Tag from Logic Constraints in Hyperlinked Environments.

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[DOI]

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Learning to Rank Using Markov Random Fields.

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[DOI]

Antonino Freno

Tiziano Papini

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Learning to Tag Text from Rules and Examples.

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[DOI]

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

2010

Multitask Kernel-based Learning with Logic Constraints.

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Proceedings of the ECAI 2010, 2010

2009

Users, Queries and Documents: A Unified Representation for Web Mining.

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

2008

A Fully Automatic Crossword Generator.

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Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2005

Learning Web Page Scores by Error Back-Propagation.

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Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

2004

A Unified Probabilistic Framework for Web Page Scoring Systems.

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IEEE Trans. Knowl. Data Eng., 2004

Neural computation, social networks, and topological spectra.

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Theor. Comput. Sci., 2004

Design of a crawler with bounded bandwidth.

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[DOI]

Filippo Maria Pucci

Franco Scarselli

Proceedings of the 13th international conference on World Wide Web, 2004

2003

Similarity learning for graph-based image representations.

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[DOI]

Ciro de Mauro

Pattern Recognit. Lett., 2003

Hidden Tree Markov Models for Document Image Classification.

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[DOI]

Paolo Frasconi

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Searching for web information more efficiently using presentational layout analysis.

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[DOI]

Milos Kovacevic

Veljko M. Milutinovic

Int. J. Electron. Bus., 2003

Detecting Near-replicas on the Web by Content and Hyperlink Analysis.

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[DOI]

Ernesto Di Iorio

Augusto Pucci

Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

A Learning Algorithm for Web Page Scoring Systems.

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[DOI]

Proceedings of the IJCAI-03, 2003

An introduction to learning in web domains.

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Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2002

Web page scoring systems for horizontal and vertical search.

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Proceedings of the Eleventh International World Wide Web Conference, 2002

Recognition of Common Areas in a Web Page Using Visual Information: a possible application in a page classification.

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[DOI]

Milos Kovacevic

Veljko M. Milutinovic

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Recognition of Common Areas in a Web Page Using a Visualization Approach.

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[DOI]

Milos Kovacevic

Veljko M. Milutinovic

Proceedings of the Artificial Intelligence: Methodology, 2002

2001

Adaptive graphical pattern recognition for the classification of company logos.

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[DOI]

Enrico Martinelli

Pattern Recognit., 2001

Automatic document classification and indexing in high-volume applications.

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[DOI]

Enrico Appiani

Francesca Cesarini

Anna Maria Colla

Simone Marinai

Giovanni Soda

Int. J. Document Anal. Recognit., 2001

Classification of HTML Documents by Hidden Tree-Markov Models.

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[DOI]

Franco Scarselli

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

Image Document Categorization Using Hidden Tree Markov Models and Structured Representations.

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[DOI]

Paolo Frasconi

Proceedings of the Advances in Pattern Recognition, 2001

Searching the Web: learning based techniques.

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[DOI]

Franco Scarselli

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000

Focused Crawling Using Context Graphs.

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Proceedings of the VLDB 2000, 2000

A position aware information appliance.

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[DOI]

Giuliano Bertelli

Alberto Bianchi