Marco Gori

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

Coherence constraints in facial expression recognition.

[BibT_eX]

[DOI]

Lisa Graziani

Intelligenza Artificiale, 2019

Neural-symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning.

[BibT_eX]

[DOI]

Artur S. d'Avila Garcez

FLAP, 2019

Backprop Diffusion is Biologically Plausible.

[BibT_eX]

[DOI]

CoRR, 2019

Learning and T-Norms Theory.

[BibT_eX]

[DOI]

CoRR, 2019

Spatiotemporal Local Propagation.

[BibT_eX]

[DOI]

CoRR, 2019

Least Action Principles and Well-Posed Learning Problems.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Typed Graph Networks.

[BibT_eX]

[DOI]

CoRR, 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

Motion Invariance in Visual Environments.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Constraint-Based Visual Generation.

[BibT_eX]

[DOI]

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

Jointly Learning to Detect Emotions and Predict Facebook Reactions.

[BibT_eX]

[DOI]

Lisa Graziani

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

Learning Activation Functions by Means of Kernel Based Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018

Backpropagation and Biological Plausibility.

[BibT_eX]

[DOI]

CoRR, 2018

Visual Attention driven by Convolutional Features.

[BibT_eX]

[DOI]

Dario Zanca

CoRR, 2018

Trees in the Real Field.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Generalization in quasi-periodic environments.

[BibT_eX]

[DOI]

Giovanni Bellettini

CoRR, 2018

Convolutional Networks in Visual Environments.

[BibT_eX]

[DOI]

CoRR, 2018

A Constrained-Based Approach to Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018

Combining Deep Learning and Symbolic Processing for Extracting Knowledge from Raw Text.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

What's Wrong with Computer Vision?

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

The Role of Coherence in Facial Expression Recognition.

[BibT_eX]

[DOI]

Lisa Graziani

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 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

LQG Online Learning.

[BibT_eX]

[DOI]

Neural Comput., 2017

Special issue: Selected papers from the 15th International Conference of the Italian Association for Artificial Intelligence.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2017

The principle of cognitive action - Preliminary experimental analysis.

[BibT_eX]

[DOI]

Alessandro Rossi

CoRR, 2017

Collapsing of dimensionality.

[BibT_eX]

[DOI]

Alessandro Rossi

CoRR, 2017

Semantic-based regularization for learning and inference.

[BibT_eX]

[DOI]

Artif. Intell., 2017

Learning Semantic-based Structures from Textual Sources.

[BibT_eX]

Proceedings of the 13th International Conference on Web Information Systems and Technologies, 2017

Learning Łukasiewicz Logic Fragments by Quadratic Programming.

[BibT_eX]

[DOI]

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

Variational Laws of Visual Attention for Dynamic Scenes.

[BibT_eX]

[DOI]

Dario Zanca

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

On the Role of Time in Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 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

The principle of least cognitive action.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2016

Neural network training as a dissipative process.

[BibT_eX]

[DOI]

Alessandro Rossi

Neural Networks, 2016

Semantic video labeling by developmental visual agents.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

Learning Efficiently in Semantic Based Regularization.

[BibT_eX]

[DOI]

Vincenzo Scoca

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

Learning with hard constraints as a limit case of learning with soft constraints.

[BibT_eX]

[DOI]

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Learning With Mixed Hard/Soft Pointwise Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Foundations of Support Constraint Machines.

[BibT_eX]

[DOI]

Neural Comput., 2015

En Plein Air Visual Agents.

[BibT_eX]

[DOI]

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

Online learning as an LQG optimal control problem with random matrices.

[BibT_eX]

[DOI]

Proceedings of the 14th European Control Conference, 2015

2014

A theoretical framework for supervised learning from regions.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Neural-Symbolic Learning and Reasoning (Dagstuhl Seminar 14381).

[BibT_eX]

[DOI]

Artur S. d'Avila Garcez

Pascal Hitzler

Luís C. Lamb

Dagstuhl Reports, 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

Constraint Verification With Kernel Machines.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Learning with Box Kernels.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Learning with Boundary Conditions.

[BibT_eX]

[DOI]

Giorgio Gnecco

Marcello Sanguineti

Neural Comput., 2013

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

[BibT_eX]

[DOI]

Intelligenza Artificiale, 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

Information-Based Learning of Deep Architectures for Feature Extraction.

[BibT_eX]

[DOI]

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

Learning with Hard Constraints.

[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

Unsupervised Learning by Minimal Entropy Encoding.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 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

Balancing Recall and Precision in Stock Market Predictors Using Support Vector Machines.

[BibT_eX]

[DOI]

Marco Lippi

Lorenzo Menconi

Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012

Information Theoretic Learning for Pixel-Based Visual Agents.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Neural networks for relational learning: an experimental comparison.

[BibT_eX]

[DOI]

Mach. Learn., 2011

A unified representation of web logs for mining applications.

[BibT_eX]

[DOI]

Inf. Retr., 2011

Computational models for short-term prediction of the stock market.

[BibT_eX]

[DOI]

Lorenzo Menconi

Marco Lippi

Intelligenza Artificiale, 2011

On the time complexity of regularized least square.

[BibT_eX]

[DOI]

Proceedings of the Neural Nets WIRN11, 2011

Learning from Constraints.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 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

Support Constraint Machines.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 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

Kernel Methods for Minimum Entropy Encoding.

[BibT_eX]

[DOI]

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

Semi-Supervised Multiclass Kernel Machines with Probabilistic Constraints.

[BibT_eX]

[DOI]

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

Perspectives and challenges for recurrent neural network training.

[BibT_eX]

[DOI]

Log. J. IGPL, 2010

Learning with Convex Constraints.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Kernel-Based Hybrid Random Fields for Nonparametric Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

Multitask Kernel-based Learning with Logic Constraints.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

2009

Computational Capabilities of Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

The Graph Neural Network Model.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

Semantic-based regularization and Piaget's cognitive stages.

[BibT_eX]

[DOI]

Neural Networks, 2009

A hybrid random field model for scalable statistical learning.

[BibT_eX]

[DOI]

Neural Networks, 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

Scalable pseudo-likelihood estimation in hybrid random fields.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Scalable statistical learning: A modular bayesian/markov network approach.

[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 Web-Based Agent Challenges Human Experts on Crosswords.

[BibT_eX]

[DOI]

AI Mag., 2008

Diffusion Learning and Regularization.

[BibT_eX]

[DOI]

Proceedings of the New Directions in Neural Networks, 2008

A Fully Automatic Crossword Generator.

[BibT_eX]

[DOI]

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

2007

ItemRank: A Random-Walk Based Scoring Algorithm for Recommender Engines.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

An Adaptive Context-Based Algorithm for Term Weighting: Application to Single-Word Question Answering.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Learning in Hyperlinked Environments.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2007

Some Aspects of a Complexity Theory for Continuous Time Systems.

[BibT_eX]

[DOI]

Klaus Meer

Proceedings of the Computation and Logic in the Real World, 2007

2006

Recursive processing of cyclic graphs.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2006

Inversion-based nonlinear adaptation of noisy acoustic parameters for a neural/HMM speech recognizer.

[BibT_eX]

[DOI]

Neurocomputing, 2006

Artificial Intelligence and Entertainment.

[BibT_eX]

Oliviero Stock

Intelligenza Artificiale, 2006

Research Paper Recommender Systems: A Random-Walk Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

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

[BibT_eX]

[DOI]

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

Document Mining Using Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

XML Document Mining Using Contextual Self-organizing Maps for Structures.

[BibT_eX]

[DOI]

Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

A Comparison between Recursive Neural Networks and Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on 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

Graph Neural Networks for Object Localization.

[BibT_eX]

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

Adaptive Context-Based Term (Re)Weighting: An Experiment on Single-Word Question Answering.

[BibT_eX]

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

Cracking Crosswords: The Computer Challenge.

[BibT_eX]

[DOI]

Proceedings of the Reasoning, 2006

Web Dragons: Inside the Myths of Search Engine Technology

[BibT_eX]

[DOI]

Ian H. Witten

Teresa Numerico

Morgan Kaufmann, ISBN: 0-12-370609-2, 2006

2005

Inside PageRank.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2005

Preface.

[BibT_eX]

[DOI]

Simone Marinai

Pattern Recognit. Lett., 2005

Artificial Neural Networks for Document Analysis and Recognition.

[BibT_eX]

[DOI]

Simone Marinai

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

Exact and Approximate Graph Matching Using Random Walks.

[BibT_eX]

[DOI]

Lorenzo Sarti

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

The loading problem for recursive neural networks.

[BibT_eX]

[DOI]

Neural Networks, 2005

The bubble of web visibility.

[BibT_eX]

[DOI]

Ian H. Witten

Commun. ACM, 2005

Recursive Neural Networks and Graphs: Dealing with Cycles.

[BibT_eX]

[DOI]

Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 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

Feature Normalization via ANN/HMM Inversion for Speech Recognition Under Noisy Conditions.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Webcrow: A Web-Based Crosswords Solver.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2005

Clustering XML Documents Using Self-organizing Maps for Structures.

[BibT_eX]

[DOI]

Proceedings of the Advances in XML Information Retrieval and Evaluation, 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]

Lorenzo Sarti

Proceedings of the Pattern Recognition and Data Mining, 2005

A Neural Network Approach to Web Graph Processing.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

Solving Italian Crosswords Using the Web.

[BibT_eX]

[DOI]

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

WebCrow: A Web-Based System for Crossword Solving.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2005

2004

Encoding nondeterministic fuzzy tree automata into recursive neural networks.

[BibT_eX]

[DOI]

Alfredo Petrosino

IEEE Trans. Neural Networks, 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

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

Graphical-Based Learning Environments for Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2004

Graph matching using Random Walks.

[BibT_eX]

[DOI]

Lorenzo Sarti

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

Likely-Admissible and Sub-Symbolic Heuristics.

[BibT_eX]

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

2003

Robust combination of neural networks and hidden Markov models for speech recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 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

Using attributed plex grammars for the generation of image and graph databases.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

Edge-backpropagation for noisy logo recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2003

Hidden Tree Markov Models for Document Image Classification.

[BibT_eX]

[DOI]

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

Analysis and understanding of multi-class invoices.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2003

Social networks and web minorities.

[BibT_eX]

[DOI]

Teresa Numerico

Cogn. Syst. Res., 2003

A Simple Focused Crawler.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Ernesto Di Iorio

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

Face Localization with Recursive Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003

PageRank and Web Communities.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Evaluation on the Aurora 2 database of acoustic models that are less noise-sensitive.

[BibT_eX]

[DOI]

Marco Matassoni

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 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

BackPropagation through Cyclic Structures.

[BibT_eX]

[DOI]

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

2002

A Step towards a Complexity Theory for Analog Systems.

[BibT_eX]

[DOI]

Klaus Meer

Math. Log. Q., 2002

Special issue on integration of symbolic and connectionist systems.

[BibT_eX]

[DOI]

Cogn. Syst. Res., 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

Recursive Neural Networks Applied to Discourse Representation Theory.

[BibT_eX]

[DOI]

Antonella Bua

Fabrizio Santini

Proceedings of the Artificial Neural Networks, 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

Processing directed acyclic graphs with recursive neural networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

Theoretical properties of recursive neural networks with linear neurons.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

Guest Editors' Introduction: Special Section on Connectionist Models for Learning in Structured Domains.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2001

Optimal Algorithms for Well-Conditioned Nonlinear Systems of Equations.

[BibT_eX]

[DOI]

Stefano Fanelli

IEEE Trans. Computers, 2001

Adaptive graphical pattern recognition for the classification of company logos.

[BibT_eX]

[DOI]

Enrico Martinelli

Pattern Recognit., 2001

A survey of hybrid ANN/HMM models for automatic speech recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2001

A serial combination of connectionist-based classifiers for OCR.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2001

Automatic document classification and indexing in high-volume applications.

[BibT_eX]

[DOI]

Enrico Appiani

Francesca Cesarini

Anna Maria Colla

Simone Marinai

Int. J. Document Anal. Recognit., 2001

Recursive Processing of Directed Acyclic Graphs.

[BibT_eX]

[DOI]

Proceedings of the 12th Italian Workshop on Neural Nets, 2001

Time in Connectionist Models.

[BibT_eX]

[DOI]

Jean-Cédric Chappelier

Alain Grumbach

Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001

Toward noise-tolerant acoustic models.

[BibT_eX]

[DOI]

Proceedings of the EUROSPEECH 2001 Scandinavia, 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

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Pattern Recognition, 2001

Continuous Speech Recognition with a Robust Connectionist/Markovian Hybrid Model.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2001

Searching the Web: learning based techniques.

[BibT_eX]

[DOI]

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

2000

Using Physical and Logical Constraints for Invoice Understanding.

[BibT_eX]

[DOI]

Francesca Cesarini

Enrico Francesconi

Pattern Anal. Appl., 2000

Competitive radial basis functions training for phone classification.

[BibT_eX]

[DOI]

Neurocomputing, 2000

Focused Crawling Using Context Graphs.

[BibT_eX]

[DOI]

Proceedings of the VLDB 2000, 2000

Adaptive Graphical Pattern Recognition Beyond Connectionist-Based Approaches.

[BibT_eX]

[DOI]

Giovanni Adorni

Stefano Cagnoni

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Computational capabilities of linear recursive networks.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

Learning Efficiently with Neural Networks: A Theoretical Comparison between Structured and Flat Representations.

[BibT_eX]

Proceedings of the ECAI 2000, 2000

Learning User Profiles in NAUTILUS.

[BibT_eX]

[DOI]

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

1999

On the implementation of frontier-to-root tree automata in recursive neural networks.

[BibT_eX]

[DOI]

Andreas Küchler

IEEE Trans. Neural Networks, 1999

Data Categorization Using Decision Trellises.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1999

Just-in-time landmarks recognition.

[BibT_eX]

[DOI]

Giovanni Adorni

Monica Mordonini

Real Time Imaging, 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 connectionist-based model for predicting the linguistic origin of surnames.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

Feature Extraction and Learning Vector Quantization for Data Structures.

[BibT_eX]

Christoph Goller

Proceedings of the Third ICSC Symposia on Intelligent Industrial Automation (IIA'99) and Soft Computing (SOCO'99), 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

Structured Document Segmentation and Representation by the Modified X-Y tree.

[BibT_eX]

[DOI]

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

A Two Level Knowledge Approach for Understanding Documents of a Multi-Class Domain.

[BibT_eX]

[DOI]

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

Learning in structured domains.

[BibT_eX]

[DOI]

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

Comments on local minima free conditions in multilayer perceptrons.

[BibT_eX]

[DOI]

Ah Chung Tsoi

IEEE Trans. Neural Networks, 1998

On the closure of the set of functions that can be realized by a given multilayer perceptron.

[BibT_eX]

[DOI]

Ah Chung Tsoi

IEEE Trans. Neural Networks, 1998

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1998

A general framework for adaptive processing of data structures.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1998

Are Multilayer Perceptrons Adequate for Pattern Recognition and Verification?

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1998

INFORMys: A Flexible Invoice-Like Form-Reader System.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1998

An Application of ELISA to Perfect Hashing with Deterministic Ordering.

[BibT_eX]

Stefano Fanelli

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

Integration of Graphical Rules with Adaptive Learning of Structured Information.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Neural Systems, 1998

1997

Links between LVQ and Backpropagation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1997

Terminal attractor algorithms: A critical analysis.

[BibT_eX]

[DOI]

Neurocomputing, 1997

The Loading Problem: Topics in Complexity.

[BibT_eX]

[DOI]

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

On the Efficient Classification of Data Structures by Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Solving Linear Systems by a Neural Network Canonical Form of Efficient Gradient Descent.

[BibT_eX]

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

Suspiciousness of loading problems.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Rectangle Labelling for an Invoice Understanding System.

[BibT_eX]

[DOI]

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

A Neural-Based Architecture for Spot-Noisy Logo Recognition.

[BibT_eX]

[DOI]

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

Logo Recognition by Recursive Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Graphics Recognition, 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

A neural network-based model for paper currency recognition and verification.

[BibT_eX]

[DOI]

Angelo Frosini

Paolo Priami

IEEE Trans. Neural Networks, 1996

Computational capabilities of local-feedback recurrent networks acting as finite-state machines.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1996

Autoassociator-based models for speaker verification.

[BibT_eX]

[DOI]

Luca Lastrucci

Pattern Recognit. Lett., 1996

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

[BibT_eX]

[DOI]

Mach. Learn., 1996

Optimal learning in artificial neural networks: A review of theoretical results.

[BibT_eX]

[DOI]

Neurocomputing, 1996

Decision Trellis Models for Tuple Categorization in Databases.

[BibT_eX]

Proceedings of the Atti del Quarto Convegno Nazionale su Sistemi Evoluti per Basi di Dati (4th National Conference on Advanced Database Systems), 1996

Which classes of functions can a given multilayer perceptron approximate?

[BibT_eX]

[DOI]

Ah Chung Tsoi

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

1995

Learning without local minima in radial basis function networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1995

Learning in multilayered networks used as autoassociators.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1995

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

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1995

Recurrent neural networks and prior knowledge for sequence processing: a constrained nondeterministic approach.

[BibT_eX]

[DOI]

Knowl. Based Syst., 1995

A Neural Network-based Software Tool for Number-Plate Recognition.

[BibT_eX]

[DOI]

Angelo Frosini

Luca Pistolesi

Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995

Data Extraction from Partially Structured Documents.

[BibT_eX]

Proceedings of the Atti del Terzo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 1995

A system for data extraction from forms of known class.

[BibT_eX]

[DOI]

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

A Hybrid System for Locating and Recognizing Low Level Graphic Items.

[BibT_eX]

[DOI]

Proceedings of the Graphics Recognition, 1995

Data Extraction from Form Images

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 1995

1994

On the problem of local minima in recurrent neural networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1994

Inductive Inference of Regular Grammars Using Recurrent Networks: A Critical Analysis.

[BibT_eX]

Proceedings of the ICLP 1994 Workshop W3: Logic and Reasoning with Neural Networks, 1994

1993

Backpropagation for linearly-separable patterns: A detailed analysis.

[BibT_eX]

[DOI]

Alberto Tesi

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

Projecting Sub-symbolic Onto Symbolic Representations in Artificial Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 1993

1992

Learning the dynamic nature of speech with back-propagation for sequences.

[BibT_eX]

[DOI]

Yoshua Bengio

Renato de Mori

Pattern Recognit. Lett., 1992

On the Problem of Local Minima in Backpropagation.

[BibT_eX]

[DOI]

Alberto Tesi

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

Local Feedback Multilayered Networks.

[BibT_eX]

[DOI]

Neural Comput., 1992

Phonetic recognition experiments with recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Spoken Language Processing, 1992

1991

KL: A Neural Model for Capturing Structure in Speech.

[BibT_eX]

[DOI]

Proceedings of the Trends in Artificial Intelligence, 1991

1990

Performance analysis of tightly-coupled multiprocessor minicomputers.

[BibT_eX]

[DOI]

Luca Pistolesi

Marco Spadoni

Microprocessing and Microprogramming, 1990

Temporal Pattern Recognition Using EBPS.

[BibT_eX]

[DOI]

Proceedings of the Neural Networks, 1990

1989

An Algebraic Approach to Cichelli's Perfect Hashing.

[BibT_eX]

[DOI]