November 14, 2016

Publications

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53 entries « 1 of 2 »

2015

Pasquale Foggia; Nicolai Petkov; Alessia Saggese; Nicola Strisciuglio; Mario Vento

Reliable Detection of Audio Events in Highly Noisy Environments Journal Article

Pattern Recognition Letters, 2015, ISSN: 0167-8655.

BibTeX | Tags: Audio analysis and interpretation, Classification Paradigms | Links:

2010

Luc Brun; Donatello Conte; Pasquale Foggia; Mario Vento; Didier Villemin

Symbolic Learning vs. Graph Kernels: An Experimental Comparison in a Chemical Application Inproceedings

Proceedings of the 14th Conference on Advances in Databases and Information Systems, pp. 31–40, University of Novi Sad, 2010.

BibTeX | Tags: Classification Paradigms, Graph based classification and learning

Francesco Colace; Massimo De Santo; Mario Vento

A MultiExpert Approach for Bayesian Network Structural Learning Inproceedings

43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), Proceedings, pp. 1-11, IEEE, USA, 2010, ISSN: 1530-1605.

BibTeX | Tags: Classification Paradigms | Links:

2009

Paolo Soda; Giulio Iannello; Mario Vento

A multiple experts system for classifying fluorescent intensity in antinuclear autoantibodies analysis Journal Article

PATTERN ANALYSIS & APPLICATIONS, pp. 215-226, 2009.

BibTeX | Tags: Classification Paradigms

Giulio Iannello; Gennaro Percannella; Carlo Sansone; Paolo Soda

On the use of classification reliability for improving performance of the one-per-class decomposition method Journal Article

DATA & KNOWLEDGE ENGINEERING, 68 , pp. 1398–1410, 2009.

BibTeX | Tags: Classification Paradigms | Links:

2007

Pasquale Foggia; Gennaro Percannella; Carlo Sansone; Mario Vento

Evaluating Classification Reliability for Combining Classifiers Inproceedings

-, pp. 711–716, IEEE Computer Society, 2007.

BibTeX | Tags: Classification Paradigms | Links:

Pasquale Foggia; Gennaro Percannella; Carlo Sansone; Mario Vento

On Rejecting Unreliably Classified Patterns Inproceedings

Proceedings of the International Conference on Multiple Classifier Systems, pp. 282–291, Springer-Verlag, Berlin, FRG, Berlin, FRG -- DEU, 2007, ISSN: 978-3-540-72481-0.

BibTeX | Tags: Classification Paradigms | Links:

2006

Paolo Soda; Giulio Iannello; Mario Vento

Using a Multiple Experts System to Classify Fluorescence Intensity in Antinuclear Autoantibodies Analysis Inproceedings

-, pp. ?–?, 2006.

BibTeX | Tags: Classification Paradigms, Others

2005

Francesco Colace; Pasquale Foggia; Gennaro Percannella

A Probabilistic Framework for TV-News Stories Detection and Classification Inproceedings

-, pp. 1350–1353, 2005.

BibTeX | Tags: Classification Paradigms, Others | Links:

Francesco Colace; Massimo De Santo; Pasquale Foggia; Mario Vento

A Bayesian Networks Structural Learning Algorithm Based On A Multiexpert Approach Inproceedings

Seventh International Conference on Enterprise Information Systems Miami, pp. 194–200, 2005.

BibTeX | Tags: Classification Paradigms

Pasquale Foggia; Michele Petretta; Francesco Tufano; Mario Vento

A Structural Learning Algorithm and its Application to Predictive Toxicology Evaluation Inproceedings

Proceedings of the International Conference on Brain, Vision, and Artificial Intelligence, pp. 288–297, Springer Verlag, BERLINO -- DEU, 2005.

BibTeX | Tags: Classification Paradigms, Others

2004

Francesco Colace; Massimo De Santo; Pasquale Foggia; Mario Vento

Bayesian Network Structural Learning from Data: An Algorithms Comparison Inproceedings

-, pp. 527–530, 2004.

BibTeX | Tags: Classification Paradigms

Francesco Colace; Massimo De Santo; Pasquale Foggia; Mario Vento

A Semi-Automatic Bayesian Algorithm for Ontology Learning Inproceedings

-, pp. 191–196, 2004.

BibTeX | Tags: Classification Paradigms

Francesco Colace; Massimo De Santo; Pasquale Foggia; Mario Vento

An automatic algorithm for building ontologies from data Inproceedings

Information and Communication Technologies: From Theory to Applications, 2004. Proceedings. 2004 International Conference on, pp. 117–118, 2004.

BibTeX | Tags: Classification Paradigms | Links:

Francesco Colace; Massimo De Santo; Pasquale Foggia; Mario Vento

Ontology Learning Through Bayesian Networks Inproceedings

Proceedings of the 5th International Conference on Enterprise Information Systems, pp. 430–433, 2004.

BibTeX | Tags: Classification Paradigms

Francesco Colace; Massimo De Santo; Mario Vento

Ricostruzione di ontologie a partire da evidenze sperimentali: un approccio Bayesiano Inproceedings

-, pp. 684–696, 2004.

BibTeX | Tags: Classification Paradigms

Francesco Colace; Massimo De Santo; Mario Vento

Un ambiente per il testing on-line basato su un approccio Bayesiano Inproceedings

ExpoLearning, pp. 312–313, 2004.

BibTeX | Tags: Classification Paradigms

Gennaro Percannella; Rocco Restaino

Distribution-based Classification of Musical Genre Using Fractal Dimension Journal Article

WSEAS Transactions on Acoustics and Music, 1 (3) , pp. 123–128, 2004.

BibTeX | Tags: Classification Paradigms, Others

2003

Francesco Colace; Massimo De Santo; Mario Molinara; Gennaro Percannella

An Automatic Learning Contents Selector Based on Metadata Standards Inproceedings

ITRE, pp. 431–435, IEEE, 2003.

BibTeX | Tags: Classification Paradigms | Links:

Francesco Colace; Massimo De Santo; Mario Vento

Evaluating On-Line Learning Platforms: Case Study Inproceedings

-, pp. 127–136, 2003.

BibTeX | Tags: Classification Paradigms

Massimo De Santo; Francesco Tortorella; Mario Molinara; Mario Vento

Automatic Classification of Clustered Microcalcifications by a multiple Expert System Journal Article

PATTERN RECOGNITION, 36 (7) , pp. 1467–1477, 2003.

BibTeX | Tags: Classification Paradigms

2002

Francesco Colace; Massimo De Santo; Mario Vento

Apprendimento di ontologie mediante reti di Bayes Inproceedings

Atti dell’Ottavo Convegno Associazione Italiana per l’Intelligenza Artificiale, pp. ?–?, 2002.

BibTeX | Tags: Classification Paradigms

2001

Luigi Pietro Cordella; Pasquale Foggia; Carlo Sansone; Francesco Tortorella; Mario Vento

Prototyping Structural Shape Descriptions by Inductive Learning Inproceedings

Proceedings of the International Conference on Visual Form, pp. 484–493, 2001.

BibTeX | Tags: Classification Paradigms

Pasquale Foggia; Roberto Genna; Mario Vento

Symbolic vs Connectionist Learning: an Experimental Comparison in a Structured Domain Journal Article

IEEE Transactions on Knowledge and Data Engineering, 13 , pp. 176–195, 2001.

BibTeX | Tags: Classification Paradigms

Pasquale Foggia; Carlo Sansone; Francesco Tortorella; Mario Vento

Automatic Classification of Clustered Microcalcifications by a Multiple Classifier System Inproceedings

Proceedings of the International Conference on Multiple Classifier Systems, pp. 208–217, Springer Verlag, BERLINO -- DEU, 2001.

BibTeX | Tags: Classification Paradigms

Carlo Sansone; Francesco Tortorella; Mario Vento

A Classification Reliability Driven Reject Rule for Multi-Expert Systems Journal Article

International Journal of Pattern Recognition and Artificial Intelligence, 15 , pp. 885–904, 2001.

BibTeX | Tags: Classification Paradigms

Massimo De Santo; Gennaro Percannella; Carlo Sansone; Mario Vento

A Neural Multi-Expert Classification System for MPEG Audio Segmentation Inproceedings

Proceedings of the International Conference on Advances in Pattern Recognition, pp. 50–59, 2001, ISSN: 3-540-41767-2.

BibTeX | Tags: Classification Paradigms

2000

Luigi Pietro Cordella; Pasquale Foggia; Carlo Sansone; Francesco Tortorella; Mario Vento

A Cascaded Multiple Expert Combination for Verification Inproceedings

Proceedings of the International Workshop on Multiple Classifier Systems, pp. 339–339, 2000.

BibTeX | Tags: Classification Paradigms

Luigi Pietro Cordella; Francesco Tortorella; Mario Vento

Combining Experts with Different Features for Classifying Clustered Microcalcifications in Mammograms Inproceedings

-, pp. 324–327, IEEE Computer Society Press, 2000.

BibTeX | Tags: Classification Paradigms

Claudio De Stefano; Carlo Sansone; Mario Vento

To Reject or not to Reject...: That's the question. An answer in case of neural classifiers Journal Article

IEEE Transactions on Systems, Man, and Cybernetics. PART C, Applications and Reviews, 30 (1) , pp. 84–94, 2000, (IEEE Transactions on Systems, Man, and Cybernetics. PART C).

BibTeX | Tags: Classification Paradigms

1999

Luigi Pietro Cordella; Pasquale Foggia; Carlo Sansone; Francesco Tortorella; Mario Vento

Reliability Parameters to Improve Combination Strategies in Multi-Expert Systems Journal Article

PATTERN ANALYSIS AND APPLICATIONS, 2 (3) , pp. 205–214, 1999.

BibTeX | Tags: Classification Paradigms

Pasquale Foggia; Carlo Sansone; Francesco Tortorella; Mario Vento

Definition and validation of a distance measure between structural primitives Journal Article

Pattern Analysis and Applications, 2 (3) , pp. 215–227, 1999.

BibTeX | Tags: Classification Paradigms

Pasquale Foggia; Carlo Sansone; Francesco Tortorella; Mario Vento

Combining statistical and structural approaches for handwritten characterdescription Journal Article

Image and Vision Computing, 17 (9) , pp. 701–711, 1999.

BibTeX | Tags: Classification Paradigms

Pasquale Foggia; Carlo Sansone; Francesco Tortorella; Mario Vento

Multiclassification: Reject Criteria for the Bayesian Combiner Journal Article

Pattern Recognition, 32 (8) , pp. 1435–1447, 1999.

BibTeX | Tags: Classification Paradigms

1998

Luigi Pietro Cordella; Pasquale Foggia; Roberto Genna; Mario Vento

Prototyping Structural Descriptions: an Inductive Learning Approach Inproceedings

Joint IAPR International Workshops on Structural, Syntactic, and Statistical Pattern Recognition, pp. 339–348, 1998, ISSN: 3-540-64858-5.

BibTeX | Tags: Classification Paradigms

Luigi Pietro Cordella; Pasquale Foggia; Carlo Sansone; Francesco Tortorella; Mario Vento

Optimizing the Error/Reject Trade-off for a Multi-Expert System using the Bayesian Combining Rule Inproceedings

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition, pp. 716–725, Springer-Verlag, Berlin Heidelberg, 1998.

BibTeX | Tags: Classification Paradigms

Luigi Pietro Cordella; Carlo Sansone; Francesco Tortorella; Mario Vento; Claudio De Stefano

Neural Networks Systems Techniques and Applications Book Chapter

5 , Chapter Neural Network Classification Reliabilit, pp. 161–200, Image Processing and Pattern Recognition, SAN DIEGO -- USA, 1998.

BibTeX | Tags: Classification Paradigms

1997

Luigi Pietro Cordella; Pasquale Foggia; Carlo Sansone; Francesco Tortorella; Mario Vento

Classification Reliability and Its Use in Multi-classifier Systems Inproceedings

Proceedings of the International Conference on Image Analysis and Processing, pp. 46–53, 1997, ISSN: 3540635076.

BibTeX | Tags: Classification Paradigms

1996

Claudio De Stefano; Pasquale Foggia; Francesco Tortorella; Mario Vento

A distance measure for structural descriptions using circle arcs as primitives Inproceedings

13th International Conference on Pattern Recognition, pp. 290–294, IEEE Computer Society, 1996.

BibTeX | Tags: Classification Paradigms | Links:

1995

Luigi Pietro Cordella; Claudio De Stefano; Carlo Sansone; Mario Vento

An adaptive reject option for LVQ classifiers Inproceedings

Proceedings of the International Conference on Image Analysis and Processing, pp. 68–73, 1995, ISSN: 3540602984.

BibTeX | Tags: Classification Paradigms

Luigi Pietro Cordella; Claudio De Stefano; Francesco Tortorella; Mario Vento

A Method for Improving Classification Reliability of Multi-Layer Perceptrons Journal Article

IEEE TRANSACTIONS ON NEURAL NETWORKS, 6 (5) , pp. 1140–1147, 1995.

BibTeX | Tags: Classification Paradigms

Luigi Pietro Cordella; Claudio De Stefano; Mario Vento

A Neural Network Classifier for Ocr Using Structural Descriptions Journal Article

Machine Vision and Applications, 8 (6) , pp. 336–342, 1995.

BibTeX | Tags: Classification Paradigms

Claudio De Stefano; Carlo Sansone; Mario Vento

Applications of Artificial Intelligence Techniques in Engineering Book Chapter

Chapter Confronto tra Classificatori Neurali App, pp. 155–163, Liguori Editore, NAPOLI -- ITA, 1995, ISSN: 0000000000.

BibTeX | Tags: Classification Paradigms

Claudio De Stefano; Carlo Sansone; Mario Vento

Comparing Generalization and Recognition Capability of Learning Vector Quantization and Multi-layer Perceptron Architectures Inproceedings

9th Scandinavian Conference on Image Analysis, pp. 1123–1130, -, 1995.

BibTeX | Tags: Classification Paradigms

Claudio De Stefano; Francesco Tortorella; Mario Vento

An Entropy Based Method to Extract Robust Binary Templates Journal Article

Machine Vision and Applications, 8 (3) , pp. 173–178, 1995.

BibTeX | Tags: Classification Paradigms

1994

Claudio De Stefano; Carlo Sansone; Mario Vento

Evaluating Competitive Learning Strategies for Handwritten Character Recognition Inproceedings

International Conference on Systems, Man and Cybernetics, pp. 759–764, IEEE Computer Society, 1994.

BibTeX | Tags: Classification Paradigms

1993

Luigi Pietro Cordella; Claudio De Stefano; Francesco Tortorella; Mario Vento

Classification Rules for Supervised Neural Classifiers Inproceedings

8th Scandinavian Conference on Image Analysis, pp. 539–545, -, 1993.

BibTeX | Tags: Classification Paradigms

Claudio De Stefano; Francesco Tortorella; Mario Vento

Using Entropy for Drawing Reliable Templates Inproceedings

2nd International Conference on Document Analysis and Recognition, IEEE Computer society Press, pp. 345–348, IEEE Computer Society, 1993.

BibTeX | Tags: Classification Paradigms

1992

Luigi Pietro Cordella; Claudio De Stefano; Francesco Tortorella; Mario Vento

Improving Character Recognition Rate by a Multi Net Neural Classifier Inproceedings

11th International Conference on Image Analysis and Processing, pp. 615–618, -, 1992.

BibTeX | Tags: Classification Paradigms

1991

Luigi Pietro Cordella; Angelo Chianese; Massimo De Santo; Mario Vento

Un classificatore Euristico per il Riconoscimento di Caratteri Manoscritti e Stampati Multifont Inproceedings

Atti del Convegno AICA (Associazione Italiana per l'Informatica ed il Calcolo Automatico), pp. 527–539, -, 1991.

BibTeX | Tags: Classification Paradigms

53 entries « 1 of 2 »