Paolo Frasconi

Proceedings of the Machine Learning, 2005

2004

Guest editorial: Machine learning for the Internet.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2004

New results on error correcting output codes of kernel machines.

[BibT_eX]

[DOI]

Massimiliano Pontil

IEEE Trans. Neural Networks, 2004

Disulfide connectivity prediction using recursive neural networks and evolutionary information.

[BibT_eX]

[DOI]

Bioinform., 2004

Distributed community crawling.

[BibT_eX]

[DOI]

Fabrizio Costa

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

Protein Structure Assembly from Knowledge of <i>β</i> -Sheet Motifs and Secondary Structure.

[BibT_eX]

[DOI]

Alessio Ceroni

Proceedings of the Biological and Artificial Intelligence Environments, 2004

2003

Predicting the Disulfide Bonding State of Cysteines with Combinations of Kernel Machines.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 2003

Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines.

[BibT_eX]

[DOI]

Pattern Recognit., 2003

Hidden Tree Markov Models for Document Image Classification.

[BibT_eX]

[DOI]

Michelangelo Diligenti

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

Prediction of Protein Coarse Contact Maps.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2003

Towards Incremental Parsing of Natural Language Using Recursive Neural Networks.

[BibT_eX]

[DOI]

Appl. Intell., 2003

A Recursive Connectionist Approach for Predicting Disulfide Connectivity in Proteins.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

A Combination of Support Vector Machines and Bidirectional Recurrent Neural Networks for Protein Secondary Structure Prediction.

[BibT_eX]

[DOI]

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

Modeling the Internet and the Web: Probabilistic Method and Algorithms

[BibT_eX]

[DOI]

Pierre Baldi

Padhraic Smyth

John Wiley, ISBN: 0-470-84906-1, 2003

2002

Hidden Markov Models for Text Categorization in Multi-Page Documents.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2002

Special issue on integration of symbolic and connectionist systems.

[BibT_eX]

[DOI]

Cogn. Syst. Res., 2002

A two-stage SVM architecture for predicting the disulfide bonding state of cysteines.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

Prediction of Protein Topologies Using Generalized IOHMMS and RNNs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

From Margins to Probabilities in Multiclass Learning Problems.

[BibT_eX]

Massimiliano Pontil

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

Enhancing First-Pass Attachment Prediction.

[BibT_eX]

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

A Bi-Recursive Neural Network Architecture for the Prediction of Protein Coarse Contact Maps.

[BibT_eX]

[DOI]

Proceedings of the 1st IEEE Computer Society Bioinformatics Conference, 2002

2001

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

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2001

Bidirectional Dynamics for Protein Secondary Structure Prediction.

[BibT_eX]

[DOI]

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

Text categorization for multi-page documents: a hybrid naive Bayes HMM approach.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001

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

[BibT_eX]

[DOI]

Michelangelo Diligenti

Proceedings of the Advances in Pattern Recognition, 2001

Fingerprint Classification with Combinations of Support Vector Machines.

[BibT_eX]

[DOI]

Yuan Yao

Massimiliano Pontil

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

Fingerprint Classification by Combination of Flat and Structural Approaches.

[BibT_eX]

[DOI]

Gian Luca Marcialis

Fabio Roli

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

A New Machine Learning Approach to Fingerprint Classification.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

Evaluation Methods for Focused Crawling.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

Wide Coverage Incremental Parsing by Learning Attachment Preferences.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

2000

Competitive radial basis functions training for phone classification.

[BibT_eX]

[DOI]

Neurocomputing, 2000

Learning incremental syntactic structures with recursive neural 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

1999

Data Categorization Using Decision Trellises.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1999

Exploiting the past and the future in protein secondary structure prediction.

[BibT_eX]

[DOI]

Bioinform., 1999

A topological transformation for hidden recursive modelsarchitecture networks.

[BibT_eX]

[DOI]

Fabrizio Costa

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

1998

A general framework for adaptive processing of data structures.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 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

An Introduction to Learning Structured Information.

[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

Suspiciousness of loading problems.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'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

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

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1996

Input-output HMMs for sequence processing.

[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

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

1995

Learning without local minima in radial basis function networks.

[BibT_eX]

[DOI]

Monica Bianchini

IEEE Trans. Neural Networks, 1995

Learning in multilayered networks used as autoassociators.

[BibT_eX]

[DOI]

Monica Bianchini

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

Diffusion of Context and Credit Information in Markovian Models.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 1995

1994

Learning long-term dependencies with gradient descent is difficult.

[BibT_eX]

[DOI]

Patrice Y. Simard

IEEE Trans. Neural Networks, 1994

Diffusion of Credit in Markovian Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

An Input Output HMM Architecture.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

An EM approach to grammatical inference: input/output HMMs.

[BibT_eX]

[DOI]

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 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

Credit Assignment through Time: Alternatives to Backpropagation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 6, 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

The problem of learning long-term dependencies in recurrent networks.

[BibT_eX]

[DOI]

Patrice Y. Simard

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

1992

Local Feedback Multilayered Networks.

[BibT_eX]

[DOI]