Giovanni Soda

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A procedural strategy for data base machine analysis

Francesca Cesarini, Fabio Pippolini, Giovanni Soda, 1987 .

Hidden Markov Models for Text Categorization in Multi-Page Documents

Giovanni Soda, Paolo Frasconi, Alessandro Vullo, 2002, Journal of Intelligent Information Systems.

A Procedural Strategy for Database Machine Analysis

Francesca Cesarini, Fabio Pippolini, Giovanni Soda, 1987, Database Machine Performance.

DAPHNE: DATA PARALLELISM NEURAL NETWORK SIMULATOR

Giovanni Soda, Paolo Frasconi, Marco Gori, 1993 .

Autoassociator-based models for speaker verification

Giovanni Soda, Marco Gori, Luca Lastrucci, 1996, Pattern Recognit. Lett..

Embedded Map Projection for Dimensionality Reduction-Based Similarity Search

Giovanni Soda, Simone Marinai, Emanuele Marino, 2008, SSPR/SPR.

Trainable table location in document images

Francesca Cesarini, Giovanni Soda, Simone Marinai, 2002, Object recognition supported by user interaction for service robots.

Towards an Automatic Generation of Interpreters

Francesca Cesarini, Giovanni Soda, Renzo Sprugnoli, 1973, GI Jahrestagung.

Proceedings of the 10th International Conference on Database and Expert Systems Applications

Trevor J. M. Bench-Capon, Giovanni Soda, A. Min Tjoa, 1999 .

Object registration for visual inspection operations

Francesca Cesarini, Giovanni Soda, Simone Marinai, 1994, Proceedings of IECON'94 - 20th Annual Conference of IEEE Industrial Electronics.

Instance Recognition in an Object Database Model

Francesca Cesarini, Giovanni Soda, Alessandro Artale, 1993, SEBD.

Logo Recognition by Recursive Neural Networks

Giovanni Soda, Alessandro Sperduti, Paolo Frasconi, 1997, GREC.

Enhancing First-Pass Attachment Prediction

Giovanni Soda, Paolo Frasconi, Vincenzo Lombardo, 2002, ECAI.

Inductive inference from noisy examples using the hybrid finite state filter

Giovanni Soda, Marco Gori, Marco Maggini, 1998, IEEE Trans. Neural Networks.

Indexing and retrieval of words in old documents

Giovanni Soda, Simone Marinai, Emanuele Marino, 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..

Data Extraction from Partially Structured Documents

Francesca Cesarini, Giovanni Soda, Marco Gori, 1995, Sistemi Evoluti per Basi di Dati.

Conversion of PDF Books in ePub Format

Giovanni Soda, Simone Marinai, Emanuele Marino, 2011, 2011 International Conference on Document Analysis and Recognition.

A serial combination of connectionist-based classifiers for OCR

Giovanni Soda, Marco Gori, Simone Marinai, 2001, International Journal on Document Analysis and Recognition.

Efficient Word Retrieval by Means of SOM Clustering and PCA

Giovanni Soda, Simone Marinai, Emanuele Marino, 2006, Document Analysis Systems.

A system for data extraction from forms of known class

Francesca Cesarini, Giovanni Soda, Marco Gori, 1995, Proceedings of 3rd International Conference on Document Analysis and Recognition.

A Technique for Analyzing Query Execution in A

Francesca Cesarini, Fabio Pippolini, Giovanni Soda, 1985, IWDM.

Structured document segmentation and representation by the modified X-Y tree

Francesca Cesarini, Giovanni Soda, Marco Gori, 1999, Proceedings of the Fifth International Conference on Document Analysis and Recognition. ICDAR '99 (Cat. No.PR00318).

Word retrieval in document images without OCR

Giovanni Soda, Simone Marinai, Emanuele Marino, 2003, SEBD.

Page Classification for Meta-data Extraction from Digital Collections

Francesca Cesarini, Giovanni Soda, Simone Marinai, 2001, DEXA.

Artificial neural networks for document analysis and recognition

Giovanni Soda, Marco Gori, Simone Marinai, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Automatic document classification and indexing in high-volume applications

Francesca Cesarini, Giovanni Soda, Marco Gori, 2001, International Journal on Document Analysis and Recognition.

Introducing Taxonomic Reasoning in LOGIDATA+

Francesca Cesarini, Giovanni Soda, Alessandro Artale, 1993, LOGIDATA+: Deductive Databases with Complex Objects.

Conceptual modelling for invoice document processing

Francesca Cesarini, Giovanni Soda, Simone Marinai, 1997, Database and Expert Systems Applications. 8th International Conference, DEXA '97. Proceedings.

Database and Expert Systems Applications

Giovanni Soda, Trevor Bench-Capon, Min A Tjoa, 2013, Lecture Notes in Computer Science.

Nonlinear Embedded Map Projection for Dimensionality Reduction

Giovanni Soda, Simone Marinai, Emanuele Marino, 2009, ICIAP.

Describing Database Objects in a Concept Language Environment

Francesca Cesarini, Giovanni Soda, Alessandro Artale, 1996, IEEE Trans. Knowl. Data Eng..

Rectangle labelling for an invoice understanding system

Francesca Cesarini, Giovanni Soda, Marco Gori, 1997, Proceedings of the Fourth International Conference on Document Analysis and Recognition.

Bidirectional Dynamics for Protein Secondary Structure Prediction

Giovanni Soda, Pierre Baldi, Paolo Frasconi, 2001, Sequence Learning.

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

Giovanni Soda, Paolo Frasconi, Marco Gori, 1995, IEEE Trans. Knowl. Data Eng..

Edge-backpropagation for noisy logo recognition

Giovanni Soda, Marco Gori, Marco Maggini, 2003, Pattern Recognit..

Proceedings of the 4th Congress of the Italian Association for Artificial Intelligence on Topics in Artificial Intelligence

Giovanni Soda, Marco Gori, M. Gori, 1995 .

A Hybrid System for Locating and Recognizing Low Level Graphic Items

Francesca Cesarini, Giovanni Soda, Marco Gori, 1995, GREC.

Tree structures handling by APS

Francesca Cesarini, Giovanni Soda, Renzo Sprugnoli, 1974, Symposium on Programming.

Database and expert systems applications : 10th International Conference, DEXA '99, Florence, Italy, August 30 - September 3, 1999 : proceedings

Trevor J. M. Bench-Capon, A Min Tjoa, Giovanni Soda, 1999 .

Inductive inference from noisy examples: The rule-noise dilemma and the hybrid finite state filter

Giovanni Soda, Marco Gori, Marco Maggini, 1996 .

An expert system approach for database application tuning

Francesca Cesarini, Giovanni Soda, Michele Missikoff, 1992, Data Knowl. Eng..

Computing the Classes an Object Belongs To

Francesca Cesarini, Giovanni Soda, Elisabetta Grazzini, 1994, SEBD.

Single access hashing with overflow separators for dynamic files

Francesca Cesarini, Giovanni Soda, 1993, BIT Comput. Sci. Sect..

A topological transformation for hidden recursive modelsarchitecture networks

Giovanni Soda, Paolo Frasconi, Fabrizio Costa, 1999, ESANN.

Taxonomic Reasoning in LOGIDATA+

Francesca Cesarini, Giovanni Soda, Domenico Beneventano, 1993, LOGIDATA+: Deductive Databases with Complex Objects.

A system for managing multimedia dossiers

Francesca Cesarini, Giovanni Soda, 1991, RIAO.

A general system for the retrieval of document images from digital libraries

Francesca Cesarini, Giovanni Soda, Simone Marinai, 2004, First International Workshop on Document Image Analysis for Libraries, 2004. Proceedings..

Invoice Modeling based on a Sematic Network

Francesca Cesarini, Giovanni Soda, Simone Marinai, 1997, SEBD.

Analysis and understanding of multi-class invoices

Francesca Cesarini, Giovanni Soda, Marco Gori, 2003, Document Analysis and Recognition.

Using Earth Mover's Distance in the Bag-of-Visual-Words Model for Mathematical Symbol Retrieval

Giovanni Soda, Simone Marinai, Beatrice Miotti, 2011, 2011 International Conference on Document Analysis and Recognition.

Data Extraction from Form Images

Francesca Cesarini, Giovanni Soda, Marco Gori, 1995, DEXA.

Representation of finite state automata in Recurrent Radial Basis Function networks

Giovanni Soda, Paolo Frasconi, Marco Gori, 2004, Machine Learning.

Topics in artificial intelligence : 4th Congress of the Italian Association for Artificial Intelligence, AI*IA '95, Florence, Italy, October 11-13, 1995 : proceedings

Giovanni Soda, Marco Gori, Associazione italiana per l'intelligenza artificiale. Congress, 1995 .

Autoassociator-based modular architecture for speaker independent phoneme recognition

Giovanni Soda, Marco Gori, L. Lastrucci, 1994, Proceedings of IEEE Workshop on Neural Networks for Signal Processing.

Exploiting the past and the future in protein secondary structure prediction

Giovanni Soda, Pierre Baldi, Paolo Frasconi, 1999, Bioinform..

Mathematical Symbol Indexing Using Topologically Ordered Clusters of Shape Contexts

Giovanni Soda, Simone Marinai, Beatrice Miotti, 2009, 2009 10th International Conference on Document Analysis and Recognition.

A two level knowledge approach for understanding documents of a multi-class domain

Francesca Cesarini, Giovanni Soda, Marco Gori, 1999, Proceedings of the Fifth International Conference on Document Analysis and Recognition. ICDAR '99 (Cat. No.PR00318).

Towards an Automatic Generation of Interpreters

Francesca Cesarini, Giovanni Soda, Renzo Sprugnoli, 1973 .

Encoding of modified X-Y trees for document classification

Francesca Cesarini, Giovanni Soda, Simone Marinai, 2001, Proceedings of Sixth International Conference on Document Analysis and Recognition.

Tree clustering for layout-based document image retrieval

Giovanni Soda, Simone Marinai, Emanuele Marino, 2006, Second International Conference on Document Image Analysis for Libraries (DIAL'06).

Digital Libraries and Document Image Retrieval Techniques: A Survey

Giovanni Soda, Simone Marinai, Beatrice Miotti, 2011, Learning Structure and Schemas from Documents.

Wide Coverage Incremental Parsing by Learning Attachment Preferences

Giovanni Soda, Paolo Frasconi, Vincenzo Lombardo, 2001, AI*IA.

Bag of Characters and SOM Clustering for Script Recognition and Writer Identification

Giovanni Soda, Simone Marinai, Beatrice Miotti, 2010, 2010 20th International Conference on Pattern Recognition.

A dynamic hash method with signature

Francesca Cesarini, Giovanni Soda, G. Soda, 1991, TODS.

A neural-based architecture for spot-noisy logo recognition

Francesca Cesarini, Giovanni Soda, Marco Gori, 1997, Proceedings of the Fourth International Conference on Document Analysis and Recognition.

Automatic speech recognition with neural networks: Beyond nonparametric models

Giovanni Soda, Paolo Frasconi, Marco Gori, 1993 .

An unified approach for integrating explicit knowledge and learning by example in recurrent networks

Giovanni Soda, Paolo Frasconi, Marco Gori, 1991, IJCNN-91-Seattle International Joint Conference on Neural Networks.

Inductive Inference of Tree Automata by Recursive Neural Networks

Giovanni Soda, Paolo Frasconi, Marco Gori, 1997, AI*IA.

Projecting Sub-symbolic Onto Symbolic Representations in Artificial Neural Networks

Giovanni Soda, Marco Gori, 1993, AI*IA.

Mathematical Symbol Indexing for Digital Libraries

Giovanni Soda, Simone Marinai, Beatrice Miotti, 2010, IRCDL.

Towards Incremental Parsing of Natural Language Using Recursive Neural Networks

Giovanni Soda, Paolo Frasconi, Vincenzo Lombardo, 2003, Applied Intelligence.

Trainable Table Location in Document Images

Francesca Cesarini, Giovanni Soda, Simone Marinai, 2002, ICPR.

Table of contents recognition for converting PDF documents in e-book formats

Giovanni Soda, Simone Marinai, Emanuele Marino, 2010, DocEng '10.

Ambiguity resolution analysis in incremental parsing of natural language

Giovanni Soda, Paolo Frasconi, Vincenzo Lombardo, 2005, IEEE Transactions on Neural Networks.

Retrieval by Layout Similarity of Documents Represented with MXY Trees

Francesca Cesarini, Giovanni Soda, Simone Marinai, 2002, Document Analysis Systems.

Topics in Artificial Intelligence

Giovanni Soda, Marco Gori, M. Gori, 1995, Lecture Notes in Computer Science.

Self-Organizing Maps for Clustering in Document Image Analysis

Giovanni Soda, Simone Marinai, Emanuele Marino, 2008, Machine Learning in Document Analysis and Recognition.

Local Feedback Multilayered Networks

Giovanni Soda, Paolo Frasconi, Marco Gori, 1992, Neural Computation.

ECAI 2002: 15th European conference on artificial intelligence

Giovanni Soda, Paolo Frasconi, Patrick Sturt, 2002 .

Exploring Digital Libraries with Document Image Retrieval

Giovanni Soda, Simone Marinai, Emanuele Marino, 2007, ECDL.

Ardito: An Advanced Relational Database System for Image and Text Organization

Francesca Cesarini, Giovanni Soda, G. Soda, 1990, DEXA.

INFORMys: A Flexible Invoice-Like Form-Reader System

Francesca Cesarini, Giovanni Soda, Marco Gori, 1998, IEEE Trans. Pattern Anal. Mach. Intell..

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

Giovanni Soda, Paolo Frasconi, Marco Gori, 1994, ICLP Workshop: Logic and Reasoning with Neural Networks.

A Comparison of Clustering Methods for Word Image Indexing

Giovanni Soda, Simone Marinai, Emanuele Marino, 2008, 2008 The Eighth IAPR International Workshop on Document Analysis Systems.

Layout based document image retrieval by means of XY tree reduction

Giovanni Soda, Simone Marinai, Emanuele Marino, 2005, Eighth International Conference on Document Analysis and Recognition (ICDAR'05).

An algebraic approach to Cichelli's perfect hashing

Giovanni Soda, Marco Gori, 1989, BIT Comput. Sci. Sect..

Using tree-grammars for training set expansion in page classi .cation

Giovanni Soda, Simone Marinai, Stefano Baldi, 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..

Prototypes in the LOGIDATA+ Project

Letizia Tanca, Sergio Greco, Luigi Palopoli, 1993, LOGIDATA+: Deductive Databases with Complex Objects.

An Assessment of the Query-Processing Capability of DBMAC

Francesca Cesarini, Giovanni Soda, D. De Luca Cardillo, 1983, Advanced Database Machine Architecture.

Generating Sample Relational Databases on Small Machines

Francesca Cesarini, Giovanni Soda, G. Soda, 1992, Comput. J..

Mathematical Symbol Indexing

Giovanni Soda, Simone Marinai, Beatrice Miotti, 2009, AI*IA.

Design and Implementation of a Relational DBMS for Microcomputers

Francesca Cesarini, Giovanni Soda, G. Soda, 1985, Comput. J..

Database Machine Design and Performance Evaluation: Annotated Bibliography

Francesca Cesarini, Fabio Pippolini, Giovanni Soda, 1987, Database Machine Performance.

Font adaptive word indexing of modern printed documents

Giovanni Soda, Simone Marinai, Emanuele Marino, 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

Giovanni Soda, Paolo Frasconi, Alessandro Vullo, 2001, JCDL '01.

An Algorithm to Construct a Compact B-Tree in Case of Ordered Keys

Francesca Cesarini, Giovanni Soda, 1983, Inf. Process. Lett..

A Technique for Analyzing Query Execution in a Multiprocessor Database Machine

Francesca Cesarini, Fabio Pippolini, Giovanni Soda, 1987, Database Machine Performance.

Evaluation Criteria and Performance Indexes

Francesca Cesarini, Fabio Pippolini, Giovanni Soda, 1987, Database Machine Performance.

Links between LVQ and Backpropagation

Giovanni Soda, Paolo Frasconi, Marco Gori, 1997, Pattern Recognit. Lett..

Transformation invariant SOM clustering in Document Image Analysis

Giovanni Soda, Simone Marinai, Emanuele Marino, 2007, 14th International Conference on Image Analysis and Processing (ICIAP 2007).

Inductive Inference with Recurrent Radial Basis Function Networks

Giovanni Soda, Marco Gori, Marco Maggini, 1994 .

Contours Location in a Visual Dimensional Verification System

Francesca Cesarini, Giovanni Soda, Simone Marinai, 1994, Applied Informatics.

Subsumption Computation on an Object-Oriented Data Model

Francesca Cesarini, Giovanni Soda, Alessandro Artale, 1991, PDK.

Learning to Rank Structured Alternatives: An Application to Incremental Processing of Natural Language

Giovanni Soda, Paolo Frasconi, Vincenzo Lombardo, 2000, ICML 2000.

Learning incremental syntactic structures with recursive neural networks

Giovanni Soda, Paolo Frasconi, Vincenzo Lombardo, 2000, KES'2000. Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies. Proceedings (Cat. No.00TH8516).

KL: A Neural Model for Capturing Structure in Speech

Giovanni Soda, Paolo Frasconi, Marco Gori, 1991, AI*IA.

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

Giovanni Soda, Paolo Frasconi, Marco Gori, 1995, Knowl. Based Syst..

Binary trees paging

Francesca Cesarini, Giovanni Soda, 1982, Inf. Syst..

Temporal Pattern Recognition Using EBPS

Giovanni Soda, Marco Gori, 1990, EURASIP Workshop.

Evaluation Methods for Focused Crawling

Giovanni Soda, Paolo Frasconi, Andrea Passerini, 2001, AI*IA.

Decision Trellis Models for Tuple Categorization in Databases

Giovanni Soda, Paolo Frasconi, Marco Gori, 1996, SEBD.

Competitive radial basis functions training for phone classification

Piero Cosi, Giovanni Soda, Paolo Frasconi, 2000, Neurocomputing.

Introducing Knowledge Representation Techniques in Database Models

Francesca Cesarini, Giovanni Soda, Alessandro Artale, 1991, AI*IA.