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Paolo Frasconi

Papers on DiSC'02


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

Publications


Note: Links lead to the DBLP on the Web.

Paolo Frasconi

21 Paolo Frasconi, Giovanni Soda , Alessandro Vullo : Hidden Markov Models for Text Categorization in Multi-Page Documents. JIIS 18 (2-3): 195-217 (2002)

20 Fabrizio Costa , Vincenzo Lombardo , Paolo Frasconi, Giovanni Soda : Wide Coverage Incremental Parsing by Learning Attachment Preferences. AI*IA 2001 : 297-307

19 Andrea Passerini , Paolo Frasconi, Giovanni Soda : Evaluation Methods for Focused Crawling. AI*IA 2001 : 33-39

18 Yuan Yao , Gian Luca Marcialis , Massimiliano Pontil , Paolo Frasconi, Fabio Roli : A New Machine Learning Approach to Fingerprint Classification. AI*IA 2001 : 57-63

17 Gian Luca Marcialis , Fabio Roli , Paolo Frasconi: Fingerprint Classification by Combination of Flat and Structural Approaches. AVBPA 2001 : 241-246

16 Yuan Yao , Paolo Frasconi, Massimiliano Pontil : Fingerprint Classification with Combinations of Support Vector Machines. AVBPA 2001 : 253-258

15 Michelangelo Diligenti , Paolo Frasconi, Marco Gori : Image Document Categorization Using Hidden Tree Markov Models and Structured Representations. ICAPR 2001 : 147-156

14 Paolo Frasconi, Giovanni Soda , Alessandro Vullo : Text categorization for multi-page documents: a hybrid naive Bayes HMM approach. JCDL 2001 : 11-20

13 Pierre Baldi , Søren Brunak , Paolo Frasconi, Gianluca Pollastri , Giovanni Soda : Bidirectional Dynamics for Protein Secondary Structure Prediction. Sequence Learning 2001 : 80-104

12 Paolo Frasconi, Marco Gori , Alessandro Sperduti : Guest Editors' Introduction: Special Section on Connectionist Models for Learning in Structured Domains. TKDE 13 (2): 145-147 (2001)

11 Pierre Baldi , Søren Brunak , Paolo Frasconi, Giovanni Soda , Gianluca Pollastri : Exploiting the past and the future in protein secondary structure prediction. Bioinformatics 15 (11): 937-946 (1999)

10 Paolo Frasconi, Marco Gori , Giovanni Soda : Data Categorization Using Decision Trellises. TKDE 11 (5): 697-712 (1999)

9 Paolo Frasconi, Marco Gori , Alessandro Sperduti : Integration of Graphical Rules with Adaptive Learning of Structured Information. Hybrid Neural Systems 1998 : 211-225

8 Paolo Frasconi, Marco Gori , Marco Maggini , Enrico Martinelli , Giovanni Soda : Inductive Inference of Tree Automata by Recursive Neural Networks. AI*IA 1997 : 36-47

7 Enrico Francesconi , Paolo Frasconi, Marco Gori , Simone Marinai , J. Q. Sheng , Giovanni Soda , Alessandro Sperduti : Logo Recognition by Recursive Neural Networks. GREC 1997 : 104-117

6 Paolo Frasconi, Marco Gori , Alessandro Sperduti : On the Efficient Classification of Data Structures by Neural Networks. IJCAI 1997 : 1066-1071

5 Paolo Frasconi: An Introduction to Learning Structured Information. Summer School on Neural Networks 1997 : 99-120

4 Paolo Frasconi, Marco Gori , Marco Maggini , Giovanni Soda : Representation of Finite State Automata in Recurrent Radial Basis Function Networks. Machine Learning 23 (1): 5-32 (1996)

3 Yoshua Bengio , Paolo Frasconi: Diffusion of Context and Credit Information in Markovian Models. JAIR 3 : 249-270 (1995)

2 Paolo Frasconi, Marco Gori , Marco Maggini , Giovanni Soda : Unified Integration of Explicit Knowledge and Learning by Example in Recurrent Networks. TKDE 7 (2): 340-346 (1995)

1 Paolo Frasconi, Marco Gori , Marco Maggini , Giovanni Soda : KL: A Neural Model for Capturing Structure in Speech. AI*IA 1991 : 450-454




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