Michelangelo Diligenti

Appl. Intell., August, 2023

Multitask Kernel-based Learning with First-Order Logic Constraints.

[BibT_eX]

[DOI]

CoRR, 2023

Relational Concept Based Models.

[BibT_eX]

[DOI]

Pietro Barbiero

Gabriele Ciravegna

CoRR, 2023

Linguistic Feature Injection for Efficient Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Enhancing Embedding Representations of Biomedical Data using Logic Knowledge.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Concept Embedding Models.

[BibT_eX]

[DOI]

Mateo Espinosa Zarlenga

CoRR, 2022

Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off.

[BibT_eX]

[DOI]

Mateo Espinosa Zarlenga

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

A Constraint-Based Approach to Learning and Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

Regularizing deep networks with prior knowledge: A constraint-based approach.

[BibT_eX]

[DOI]

Soumali Roychowdhury

Knowl. Based Syst., 2021

Learning Representations for Sub-Symbolic Reasoning.

[BibT_eX]

[DOI]

CoRR, 2021

Contrastive Losses and Solution Caching for Predict-and-Optimize.

[BibT_eX]

[DOI]

Maxime Mulamba

Jayanta Mandi

Michele Lombardi

Victor Bucarey

Tias Guns

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Discrete solution pools and noise-contrastive estimation for predict-and-optimize.

[BibT_eX]

[DOI]

Maxime Mulamba

Jayanta Mandi

Michele Lombardi

Victor Bucarey

Tias Guns

CoRR, 2020

Inference in relational neural machines.

[BibT_eX]

[DOI]

Lapo Faggi

Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

Relational Neural Machines.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2019

Learning and T-Norms Theory.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Combining learning and constraints for genome-wide protein annotation.

[BibT_eX]

[DOI]

Stefano Teso

Luca Masera

Andrea Passerini

BMC Bioinform., 2019

Integrating Learning and Reasoning with Deep Logic Models.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

On the Relation Between Loss Functions and T-Norms.

[BibT_eX]

[DOI]

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

Constraint-Based Visual Generation.

[BibT_eX]

[DOI]

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

2018

Image Classification Using Deep Learning and Prior Knowledge.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

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

2017

Semantic-based regularization for learning and inference.

[BibT_eX]

[DOI]

Artif. Intell., 2017

Learning Łukasiewicz Logic Fragments by Quadratic Programming.

[BibT_eX]

[DOI]

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

Integrating Prior Knowledge into Deep Learning.

[BibT_eX]

[DOI]

Soumali Roychowdhury

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

2016

Learning in Variable-Dimensional Spaces.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Learning Efficiently in Semantic Based Regularization.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

Stefano Teso

Andrea Passerini

BMC Bioinform., 2014

2013

Experimental Guidelines for Semantic-Based Regularization.

[BibT_eX]

[DOI]

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

Graph and Manifold Co-regularization.

[BibT_eX]

[DOI]

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

Collective Classification Using Semantic Based Regularization.

[BibT_eX]

[DOI]

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

2012

Bridging logic and kernel machines.

[BibT_eX]

[DOI]

Mach. Learn., 2012

Automatic Generation of Crossword Puzzles.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2012

2011

A unified representation of web logs for mining applications.

[BibT_eX]

[DOI]

Inf. Retr., 2011

Towards Developmental AI: The paradox of Ravenous Intelligent Agents.

[BibT_eX]

[DOI]

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

Learning to Tag from Logic Constraints in Hyperlinked Environments.

[BibT_eX]

[DOI]

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

Learning to Rank Using Markov Random Fields.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

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

2010

Multitask Kernel-based Learning with Logic Constraints.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

2009

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

[BibT_eX]

[DOI]

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

2008

A Fully Automatic Crossword Generator.

[BibT_eX]

[DOI]

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

2005

Learning Web Page Scores by Error Back-Propagation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

Neural computation, social networks, and topological spectra.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2004

Design of a crawler with bounded bandwidth.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

Ciro de Mauro

Pattern Recognit. Lett., 2003

Hidden Tree Markov Models for Document Image Classification.

[BibT_eX]

[DOI]

Paolo Frasconi

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

Searching for web information more efficiently using presentational layout analysis.

[BibT_eX]

[DOI]

Milos Kovacevic

Veljko M. Milutinovic

Int. J. Electron. Bus., 2003

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

[BibT_eX]

[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.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

An introduction to learning in web domains.

[BibT_eX]

[DOI]

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

2002

Web page scoring systems for horizontal and vertical search.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

Milos Kovacevic

Veljko M. Milutinovic

Proceedings of the Artificial Intelligence: Methodology, 2002

2001

Adaptive graphical pattern recognition for the classification of company logos.

[BibT_eX]

[DOI]

Enrico Martinelli

Pattern Recognit., 2001

Automatic document classification and indexing in high-volume applications.

[BibT_eX]

[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.

[BibT_eX]

[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.

[BibT_eX]

[DOI]

Paolo Frasconi

Proceedings of the Advances in Pattern Recognition, 2001

Searching the Web: learning based techniques.

[BibT_eX]

[DOI]

Franco Scarselli

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

2000

Focused Crawling Using Context Graphs.

[BibT_eX]

[DOI]

Proceedings of the VLDB 2000, 2000

A position aware information appliance.

[BibT_eX]

[DOI]

Giuliano Bertelli

Alberto Bianchi