Marco Maggini

According to our database1, Marco Maggini authored at least 99 papers between 1991 and 2018.

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Bibliography

2018
On a Convex Logic Fragment for Learning and Reasoning.
CoRR, 2018

Video Surveillance of Highway Traffic Events by Deep Learning Architectures.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Inductive-Transductive Learning with Graph Neural Networks.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Aligned and non-aligned double JPEG detection using convolutional neural networks.
J. Visual Communication and Image Representation, 2017

Aligned and Non-Aligned Double JPEG Detection Using Convolutional Neural Networks.
CoRR, 2017

The principle of cognitive action - Preliminary experimental analysis.
CoRR, 2017

Collapsing of dimensionality.
CoRR, 2017

Learning Łukasiewicz Logic Fragments by Quadratic Programming.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016
Neural network training as a dissipative process.
Neural Networks, 2016

Semantic video labeling by developmental visual agents.
Computer Vision and Image Understanding, 2016

On-line Learning on Temporal Manifolds.
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.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
Learning to see like children: proof of concept.
CoRR, 2014

On-Line Video Motion Estimation by Invariant Receptive Inputs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Supervised Neural Network Models for Processing Graphs.
Proceedings of the Handbook on Neural Information Processing, 2013

Information-Based Learning of Deep Architectures for Feature Extraction.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

On-Line Laplacian One-Class Support Vector Machines.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

Variational Foundations of Online Backpropagation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

2012
Learning from pairwise constraints by Similarity Neural Networks.
Neural Networks, 2012

Bridging logic and kernel machines.
Machine Learning, 2012

Automatic Generation of Crossword Puzzles.
International Journal on Artificial Intelligence Tools, 2012

Information Theoretic Learning for Pixel-Based Visual Agents.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
SortNet: Learning to Rank by a Neural Preference Function.
IEEE Trans. Neural Networks, 2011

A unified representation of web logs for mining applications.
Inf. Retr., 2011

Learning to Tag from Logic Constraints in Hyperlinked Environments.
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.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2011

A Multi-sequence Alignment Algorithm for Web Template Detection.
Proceedings of the KDIR 2011, 2011

Learning to Tag Text from Rules and Examples.
Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

2010
A template-based approach to automatic face enhancement.
Pattern Anal. Appl., 2010

Multitask Semi-supervised Learning with Constraints and Constraint Exceptions.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Multitask Kernel-based Learning with Logic Constraints.
Proceedings of the ECAI 2010, 2010

2009
Advances in Neural Information Processing Paradigms.
Proceedings of the Innovations in Neural Information Paradigms and Applications, 2009

Users, Queries and Documents: A Unified Representation for Web Mining.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Semi-supervised clustering using similarity neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2009

Semi-supervised Learning with Constraints for Multi-view Object Recognition.
Proceedings of the Artificial Neural Networks, 2009

2008
A Fully Automatic Crossword Generator.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

A Neural Network Approach for Learning Object Ranking.
Proceedings of the Artificial Neural Networks, 2008

Learning Similarity Measures from Pairwise Constraints with Neural Networks.
Proceedings of the Artificial Neural Networks, 2008

Auto Associative Neural Network based Active Shape Models.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

A Neural Network Approach to Similarity Learning.
Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

Cyclostationary Neural Networks for Air Pollutant Concentration Prediction.
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.
Internet Mathematics, 2007

Representation of Facial Features by Catmull-Rom Splines.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006
Object Recognition Using Multiresolution Trees.
Proceedings of the Structural, 2006

Cluster Generation and Cluster Labelling for Web Snippets: A Fast and Accurate Hierarchical Solution.
Proceedings of the String Processing and Information Retrieval, 2006

A Random-Walk Based Scoring Algorithm Applied to Recommender Engines.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

A Comparison between Recursive Neural Networks and Graph Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2006

Object Localization Using Input/Output Recursive Neural Networks.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Semantic Labeling of Data by Using the Web.
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.
Proceedings of the ESANN 2006, 2006

Towards Next Generation CiteSeer: A Flexible Architecture for Digital Library Deployment.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006

Automatic Term Categorization by Extracting Knowledge from the Web.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2005
Recursive neural networks learn to localize faces.
Pattern Recognition Letters, 2005

Exact and Approximate Graph Matching Using Random Walks.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Recursive neural networks for processing graphs with labelled edges: theory and applications.
Neural Networks, 2005

Graph Neural Networks for Ranking Web Pages.
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.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

A Semi-Supervised Document Clustering Algorithm Based on EM.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Learning Web Page Scores by Error Back-Propagation.
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.
Proceedings of the Pattern Recognition and Data Mining, 2005

2004
Guest editorial: Machine learning for the Internet.
ACM Trans. Internet Techn., 2004

Guest editorial: Machine learning for the Internet.
ACM Trans. Internet Techn., 2004

A Unified Probabilistic Framework for Web Page Scoring Systems.
IEEE Trans. Knowl. Data Eng., 2004

Neural computation, social networks, and topological spectra.
Theor. Comput. Sci., 2004

Design of a crawler with bounded bandwidth.
Proceedings of the 13th international conference on World Wide Web, 2004

Pseudo-Supervised Clustering for Text Documents.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

MumbleSearch Extraction of High Quality Web information for SME.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Graph matching using Random Walks.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Recursive networks for processing graphs with labelled edges.
Proceedings of the ESANN 2004, 2004

2003
A Hybrid Model for the Prediction of the Linguistic Origin of Surnames.
IEEE Trans. Knowl. Data Eng., 2003

Similarity learning for graph-based image representations.
Pattern Recognition Letters, 2003

Edge-backpropagation for noisy logo recognition.
Pattern Recognition, 2003

Adaptive ranking of web pages.
Proceedings of the Twelfth International World Wide Web Conference, 2003

Detecting Near-replicas on the Web by Content and Hyperlink Analysis.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Detecting Near-Replicas on the Web by Content and Hyperlink Analysis.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

A Learning Algorithm for Web Page Scoring Systems.
Proceedings of the IJCAI-03, 2003

An introduction to learning in web domains.
Proceedings of the ESANN 2003, 2003

2002
Web page scoring systems for horizontal and vertical search.
Proceedings of the Eleventh International World Wide Web Conference, 2002

2001
Adaptive graphical pattern recognition for the classification of company logos.
Pattern Recognition, 2001

APEX An Adaptive Visual Information Retrieval System.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Classification of HTML Documents by Hidden Tree-Markov Models.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Searching the Web: learning based techniques.
Proceedings of the ESANN 2001, 2001

2000
Learning User Profiles in NAUTILUS.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2000

1999
Feature extraction from data structures with unsupervised recursive neural networks.
Proceedings of the International Joint Conference Neural Networks, 1999

Recurrent neural networks can learn simple, approximate regular languages.
Proceedings of the International Joint Conference Neural Networks, 1999

A Voice Device with an Application-Adapted Protocol for Microsoft Windows.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Neural learning of approximate simple regular languages.
Proceedings of the ESANN 1999, 1999

1998
Inductive inference from noisy examples using the hybrid finite state filter.
IEEE Trans. Neural Networks, 1998

1997
Terminal attractor algorithms: A critical analysis.
Neurocomputing, 1997

Recursive Neural Networks and Automata.
Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997

Inductive Inference of Tree Automata by Recursive Neural Networks.
Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1996
Optimal convergence of on-line backpropagation.
IEEE Trans. Neural Networks, 1996

Representation of Finite State Automata in Recurrent Radial Basis Function Networks.
Machine Learning, 1996

1995
Unified Integration of Explicit Knowledge and Learning by Example in Recurrent Networks.
IEEE Trans. Knowl. Data Eng., 1995

1994
On the problem of local minima in recurrent neural networks.
IEEE Trans. Neural Networks, 1994

Inductive Inference of Regular Grammars Using Recurrent Networks: A Critical Analysis.
Proceedings of the ICLP 1994 Workshop W3: Logic and Reasoning with Neural Networks, 1994

1991
KL: A Neural Model for Capturing Structure in Speech.
Proceedings of the Trends in Artificial Intelligence, 1991


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