Marco Maggini

Appl. Intell., August, 2023

Learning Logic Explanations by Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

SortNet: Learning To Rank By a Neural-Based Sorting Algorithm.

[BibT_eX]

[DOI]

CoRR, 2023

Logic Explained Networks.

[BibT_eX]

[DOI]

Artif. Intell., 2023

ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications.

[BibT_eX]

[DOI]

Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023, 2023

Linguistic Feature Injection for Efficient Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Building Bridges of Knowledge: Innovating Education with Automated Crossword Generation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

Italian Crossword Generator: Enhancing Education through Interactive Word Puzzles.

[BibT_eX]

[DOI]

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

2022

Deep Constraint-Based Propagation in Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 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

Learning Representations for Sub-Symbolic Reasoning.

[BibT_eX]

[DOI]

CoRR, 2021

Generate and Revise: Reinforcement Learning in Neural Poetry.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Lagrangian Constraint-based Propagation in Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Local Propagation in Constraint-based Neural Network.

[BibT_eX]

[DOI]

CoRR, 2020

Vulgaris: Analysis of a Corpus for Middle-Age Varieties of Italian Language.

[BibT_eX]

[DOI]

Andrea Zugarini

Matteo Tiezzi

Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 2020

Focus of Attention Improves Information Transfer in Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Local Propagation in Constraint-based Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Human-Driven FOL Explanations of Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

A Lagrangian Approach to Information Propagation in Graph Neural Networks.

[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

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

A Constraint-Based Approach to Learning and Explanation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 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

Neural Paraphrasing by Automatically Crawled and Aligned Sentence Pairs.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

On the Relation Between Loss Functions and T-Norms.

[BibT_eX]

[DOI]

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

Neural Poetry: Learning to Generate Poems Using Syllables.

[BibT_eX]

[DOI]

Andrea Zugarini

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Conditions for Unnecessary Logical Constraints in Kernel Machines.

[BibT_eX]

[DOI]

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

2018

Video Surveillance of Highway Traffic Events by Deep Learning Architectures.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Inductive-Transductive Learning with Graph Neural Networks.

[BibT_eX]

[DOI]

Alberto Rossi

Matteo Tiezzi

Giovanna Maria Dimitri

Proceedings of the Artificial Neural Networks in Pattern Recognition, 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

Aligned and non-aligned double JPEG detection using convolutional neural networks.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2017

The principle of cognitive action - Preliminary experimental analysis.

[BibT_eX]

[DOI]

CoRR, 2017

Collapsing of dimensionality.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Łukasiewicz Logic Fragments by Quadratic Programming.

[BibT_eX]

[DOI]

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

2016

Neural network training as a dissipative process.

[BibT_eX]

[DOI]

Neural Networks, 2016

Semantic video labeling by developmental visual agents.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

On-line Learning on Temporal Manifolds.

[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

En Plein Air Visual Agents.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

Learning to see like children: proof of concept.

[BibT_eX]

[DOI]

CoRR, 2014

On-Line Video Motion Estimation by Invariant Receptive Inputs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Supervised Neural Network Models for Processing Graphs.

[BibT_eX]

[DOI]

Proceedings of the Handbook on Neural Information Processing, 2013

Information-Based Learning of Deep Architectures for Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

On-Line Laplacian One-Class Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

Variational Foundations of Online Backpropagation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2012

Learning from pairwise constraints by Similarity Neural Networks.

[BibT_eX]

[DOI]

Neural Networks, 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

Information Theoretic Learning for Pixel-Based Visual Agents.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

SortNet: Learning to Rank by a Neural Preference Function.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 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]

Claudio Saccà

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

A Fast Method for Web Template Extraction via a Multi-sequence Alignment Approach.

[BibT_eX]

[DOI]

Filippo Geraci

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2011

A Multi-sequence Alignment Algorithm for Web Template Detection.

[BibT_eX]

Filippo Geraci

Proceedings of the KDIR 2011, 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

A template-based approach to automatic face enhancement.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2010

Multitask Semi-supervised Learning with Constraints and Constraint Exceptions.

[BibT_eX]

[DOI]

Tiziano Papini

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Multitask Kernel-based Learning with Logic Constraints.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

2009

Advances in Neural Information Processing Paradigms.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Neural Information Paradigms and Applications, 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

Semi-supervised clustering using similarity neural networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Semi-supervised Learning with Constraints for Multi-view Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

2008

A Fully Automatic Crossword Generator.

[BibT_eX]

[DOI]

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

A Neural Network Approach for Learning Object Ranking.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Learning Similarity Measures from Pairwise Constraints with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Auto Associative Neural Network based Active Shape Models.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

A Neural Network Approach to Similarity Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

Cyclostationary Neural Networks for Air Pollutant Concentration Prediction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

2007

Cluster Generation and Labeling for Web Snippets: A Fast, Accurate Hierarchical Solution.

[BibT_eX]

[DOI]

Internet Math., 2007

Representation of Facial Features by Catmull-Rom Splines.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006

Object Recognition Using Multiresolution Trees.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2006

Cluster Generation and Cluster Labelling for Web Snippets: A Fast and Accurate Hierarchical Solution.

[BibT_eX]

[DOI]

Proceedings of the String Processing and Information Retrieval, 2006

A Random-Walk Based Scoring Algorithm Applied to Recommender Engines.

[BibT_eX]

[DOI]

Augusto Pucci

Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

A Comparison between Recursive Neural Networks and Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

Object Localization Using Input/Output Recursive Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Semantic Labeling of Data by Using the Web.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

A Cyclostationary Neural Network model for the prediction of the NO2 concentration.

[BibT_eX]

[DOI]

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

Towards Next Generation CiteSeer: A Flexible Architecture for Digital Library Deployment.

[BibT_eX]

[DOI]

Proceedings of the Research and Advanced Technology for Digital Libraries, 2006

Automatic Term Categorization by Extracting Knowledge from the Web.

[BibT_eX]

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

2005

Recursive neural networks learn to localize faces.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2005

Exact and Approximate Graph Matching Using Random Walks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Recursive neural networks for processing graphs with labelled edges: theory and applications.

[BibT_eX]

[DOI]

Neural Networks, 2005

Graph Neural Networks for Ranking Web Pages.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

An EM Based Training Algorithm for Cross-Language Text Categorization.

[BibT_eX]

[DOI]

Bing Liu

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

A Semi-Supervised Document Clustering Algorithm Based on EM.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 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

The RW2 Algorithm for Exact Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Data Mining, 2005

2004

Guest editorial: Machine learning for the Internet.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 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

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

Pseudo-Supervised Clustering for Text Documents.

[BibT_eX]

[DOI]

Marco Turchi

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

MumbleSearch Extraction of High Quality Web information for SME.

[BibT_eX]

[DOI]

Nicola Baldini

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Graph matching using Random Walks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Recursive networks for processing graphs with labelled edges.

[BibT_eX]

[DOI]

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

A Hybrid Model for the Prediction of the Linguistic Origin of Surnames.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

Similarity learning for graph-based image representations.

[BibT_eX]

[DOI]

Ciro de Mauro

Pattern Recognit. Lett., 2003

Edge-backpropagation for noisy logo recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2003

Adaptive ranking of web pages.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International World Wide Web Conference, 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

2001

Adaptive graphical pattern recognition for the classification of company logos.

[BibT_eX]

[DOI]

Enrico Martinelli

Pattern Recognit., 2001

APEX An Adaptive Visual Information Retrieval System.

[BibT_eX]

[DOI]

Ciro de Mauro

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

Classification of HTML Documents by Hidden Tree-Markov Models.

[BibT_eX]

[DOI]

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

Searching the Web: learning based techniques.

[BibT_eX]

[DOI]

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

2000

Learning User Profiles in NAUTILUS.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2000

1999

Feature extraction from data structures with unsupervised recursive neural networks.

[BibT_eX]

[DOI]

Christoph Goller

Proceedings of the International Joint Conference Neural Networks, 1999

Recurrent neural networks can learn simple, approximate regular languages.

[BibT_eX]

[DOI]

Mikel L. Forcada

Antonio M. Corbí-Bellot

Proceedings of the International Joint Conference Neural Networks, 1999

A Voice Device with an Application-Adapted Protocol for Microsoft Windows.

[BibT_eX]

[DOI]

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

Neural learning of approximate simple regular languages.

[BibT_eX]

[DOI]

Mikel L. Forcada

Antonio M. Corbí-Bellot

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

1998

Inductive inference from noisy examples using the hybrid finite state filter.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1998

1997

Terminal attractor algorithms: A critical analysis.

[BibT_eX]

[DOI]

Neurocomputing, 1997

Recursive Neural Networks and Automata.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997

Inductive Inference of Tree Automata by Recursive Neural Networks.

[BibT_eX]

[DOI]

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

1996

Optimal convergence of on-line backpropagation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1996

Representation of Finite State Automata in Recurrent Radial Basis Function Networks.

[BibT_eX]

[DOI]

Mach. Learn., 1996

Online prediction of multiprocessor memory access patterns.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995

Unified Integration of Explicit Knowledge and Learning by Example in Recurrent Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1995

1994

On the problem of local minima in recurrent neural networks.

[BibT_eX]

[DOI]