B. Apolloni

发表

On emotion recognition of faces and of speech using neural networks, fuzzy logic and the ASSESS system

Stefanos D. Kollias, Bruno Apolloni, Roddy Cowie, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

A general framework for learning rules from data

Bruno Apolloni, Dario Malchiodi, Anna Esposito, 2004, IEEE Transactions on Neural Networks.

Algorithmic Inference in Machine Learning

Bruno Apolloni, Dario Malchiodi, Sabrina Gaito, 2005, IEEE Transactions on Neural Networks.

Controlling the losing probability in a monotone game

Bruno Apolloni, Simone Bassis, Dario Malchiodi, 2006, Inf. Sci..

Towards a social e-learning platform for demanding users

Bruno Apolloni, Francesco Epifania, Marco Mesiti, 2014, 2014 IEEE Global Engineering Education Conference (EDUCON).

The Puzzle of Granular Computing

W. Pedrycz, B. Apolloni, D. Malchiodi, 2008, Studies in Computational Intelligence.

Collective brain surrogates

B. Apolloni, E. Damiani, 2020 .

Quantum stochastic optimization

B. Apolloni, C. Carvalho, D. D. Falco, 1989 .

Algorithmic inference: From information granules to subtending functions

Bruno Apolloni, Simone Bassis, B. Apolloni, 2008 .

Suitably Representing Data

W. Pedrycz, B. Apolloni, D. Malchiodi, 2008 .

Identifying elementary iterated systems through algorithmic inference: The Cantor set example

B. Apolloni, S. Bassis, 2006 .

A feed-forward neural logic based on synaptic and volume transmission

B. Apolloni, S. Bassis, 2007, Brain Research Reviews.

Testable heuristics for the 0–1 knapsack problem

B. Apolloni, 1991 .

Polytopal confidence regions for multinomial parameters

B. Apolloni, S. Bassis, R. D. Rosa, 2013 .

Granule Formation Around Data

W. Pedrycz, B. Apolloni, D. Malchiodi, 2008 .

From Synapses To Rules: The Self-Referential Perspective

B. Apolloni, A. Stafylopatis, G. Biella, 2022 .

Approximation of Optimization Problems and Learnability

G. Mauri, B. Apolloni, C. Ferretti, 2007 .

RNA Secondary Structure Prediction by MFT Neural Networks

B. Apolloni, Anna Morpurgo, A. Zanaboni, 2003 .

Knowledge-based intelligent information and engineering systems: KES 2007 - WIRN 2007 : 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007 : proceedings

Lakhmi C. Jain, Bruno Apolloni, Robert J. Howlett, 2007 .

Algorithmic Inference of Two-Parameter Gamma Distribution

Bruno Apolloni, Simone Bassis, B. Apolloni, 2009, Commun. Stat. Simul. Comput..

SOCIAL METASERVICES FOR THE COLLABORATIVE PRODUCTION OF LEARNING MODULES

B. Apolloni, M. Mesiti, S. Valtolina, 2014 .

Twisting Sample Observations with Population Properties to learn

S., B. Apolloni, S. Gaito, 2004 .

New Directions in Neural Networks - 18th Italian Workshop on Neural Networks: WIRN 2008, Vietri sul Mare, Italy, May 22-24, 2008, Revised Selected Papers

Bruno Apolloni, Simone Bassis, Maria Marinaro, 2009, WIRN.

Formal models of learning from examples

Giancarlo Mauri, Paola Campadelli, Bruno Apolloni, 1992 .

A unified learning space for a network of mobile neurons

Bruno Apolloni, Simone Bassis, Lorenzo Valerio, 2011, WIRN.

Solving complex regression problems via Algorithmic Inference : a new family of bootstrap algorithms

Bruno Apolloni, Simone Bassis, Dario Malchiodi, 2007 .

Biological and Artificial Intelligence Environments Organizing-scientific Commitee Biological and Artificial Intelligence Environments Edited by Pre-wirn Workshop on Computational Intelligence Methods for Bioinformatics and Bistatistics (cibb) a Preliminary Investigation on Connecting Genotype to Or

R. Tagliaferri, M. Marinaro, B. Apolloni, 2013 .

EMOTIONAL INTERFACES WITH AMBIENT INTELLIGENCE

Bruno Apolloni, Giuseppe Andreoni, Marco Anisetti, 2006 .

Processing of Information Microgranules within an Individual's Society

Bruno Apolloni, Simone Bassis, Antonio G. Zippo, 2009, Human-Centric Information Processing Through Granular Modelling.

Confidence About Possible Explanations

Bruno Apolloni, Simone Bassis, B. Apolloni, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Learning fuzzy decision trees

Bruno Apolloni, Anna Maria Zanaboni, Giacomo Zamponi, 1998, Neural Networks.

Feature selection via Boolean independent component analysis

Bruno Apolloni, Simone Bassis, Andrea Brega, 2009, Inf. Sci..

BICA: A Boolean Indepenedent Component Analysis Approach

Bruno Apolloni, Simone Bassis, Andrea Brega, 2008, ICANN.

If also Ants Are Able...

Bruno Apolloni, Simone Bassis, Dario Malchiodi, 2008 .

BICA AND RANDOM SUBSPACE ENSEMBLES FOR DNA MICROARRAY-BASED DIAGNOSIS

Giorgio Valentini, B. Apolloni, A. Brega, 2006 .

BICA: a Boolean independent component analysis algorithm

Bruno Apolloni, Dario Malchiodi, Andrea Brega, 2005, Fifth International Conference on Hybrid Intelligent Systems (HIS'05).

An attention monitoring system for high demanding operational tasks

B. Apolloni, D. Malchiodi, C. Mesiano, 2004, Proceedings of the 2004 IEEE International Conference on Computational Intelligence for Homeland Security and Personal Safety, 2004. CIHSPS 2004..

Monitoring of Car Driving Awareness from Biosignals

Bruno Apolloni, Simone Bassis, Dario Malchiodi, 2003, WIRN.

From synapses to rules

Bruno Apolloni, Dario Malchiodi, Giorgio Palmas, 2002, Cognitive Systems Research.

A general framework for symbol and rule extraction in neural networks

B. Apolloni, C. Orovas, S. Gielen, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

An integrated symbolic/connectionist architecture for parsing italian sentences containing pp-attachment ambiguities

Bruno Apolloni, Anna Maria Zanaboni, Giacomo Zamponi, 2000, Appl. Artif. Intell..

Relevance regression learning with support vector machines

Bruno Apolloni, Dario Malchiodi, Lorenzo Valerio, 2010 .

P-Sufficient Statistics for PAC Learning k-term-DNF Formulas through Enumeration

Claudio Gentile, Bruno Apolloni, C. Gentile, 1999, Theor. Comput. Sci..

PAC Learning of Concept Classes Through the Boundaries of Their Items

Bruno Apolloni, S. Chiaravalli, B. Apolloni, 1997, Theor. Comput. Sci..

Learning rule representations from data

Bruno Apolloni, Dario Malchiodi, Anna Maria Zanaboni, 2006, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Simulated annealing approach in backpropagation

Bruno Apolloni, Silva Amato, Paolo Caporali, 1991, Neurocomputing.

Neural networks: Deterministic and stochastic dynamics

Paola Campadelli, Bruno Apolloni, Alberto Bertoni, 1990 .

Biological and Artificial Intelligence Environments - 15th Italian Workshop on Neural Nets, WIRN VIETRI 2004, Vietri sul Mare, Italy, 2004

Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri, 2005, WIRN.

Statistical Parameter Identification of Analog Integrated Circuit Reverse Models

Bruno Apolloni, Simone Bassis, Angelo Marotta, 2009, ICANN.

Subsymbolically Managing Pieces of Symbolical Functions for Sorting

Bruno Apolloni, Italo Zoppis, I. Zoppis, 1996 .

pRAM layout optimisation

Bruno Apolloni, John G. Taylor, Diego de Falco, 1997, Neural Networks.

Mobility Timing for Agent Communities, a Cue for Advanced Connectionist Systems

Elena Pagani, Bruno Apolloni, Simone Bassis, 2011, IEEE Transactions on Neural Networks.

Training a network of mobile neurons

Bruno Apolloni, Simone Bassis, Lorenzo Valerio, 2011, The 2011 International Joint Conference on Neural Networks.

Kinetic Morphogenesis of a Multilayer Perceptron

Bruno Apolloni, Simone Bassis, Lorenzo Valerio, 2011, IJCCI.

New perspectives in computational intelligence: nothing so intelligent as randomness, nothing so effective as asymmetry

Bruno Apolloni, Simone Bassis, B. Apolloni, 2009, Int. J. Comput. Intell. Stud..

Advanced Statistical Methodologies for Tolerance Analysis in Analog Circuit Design

Bruno Apolloni, Simone Bassis, Angelo Marotta, 2011 .

A co-operating neural approach for spacecrafts attitude control

B. Apolloni, F. Battini, C. Lucisano, 1997, Neurocomputing.

Estimating Fuzzy Sets

Witold Pedrycz, Bruno Apolloni, Simone Bassis, 2008 .

Learning by Gossip: A Principled Information Exchange Model in Social Networks

Bruno Apolloni, Dario Malchiodi, John G. Taylor, 2013, Cognitive Computation.

Frontiers in Artificial Intelligence

Bruno Apolloni, Simone Bassis, Anna Esposito, 2011 .

Playing monotone games to understand learning behaviors

Bruno Apolloni, Simone Bassis, Dario Malchiodi, 2010, Theor. Comput. Sci..

Elementary team strategies in a monotone game

Bruno Apolloni, Simone Bassis, Dario Malchiodi, 2006 .

Collaboration at the Basis of Sharing Focused Information: The Opportunistic Networks

Bruno Apolloni, Simone Bassis, Gian Paolo Rossi, 2009 .

Inferring from Samples

Witold Pedrycz, Bruno Apolloni, Simone Bassis, 2008 .

SVM with Random Labels

Bruno Apolloni, Simone Bassis, Dario Malchiodi, 2007, KES.

Confidence intervals in the solution of stochastic integer linear programming problems

Bruno Apolloni, Ferdinando Pezzella, B. Apolloni, 1984, Ann. Oper. Res..

Inferring statistical trends of the COVID19 pandemic from current data. Where probability meets fuzziness

B. Apolloni, 2021, Information Sciences.

A neurofuzzy algorithm for learning from complex granules

Bruno Apolloni, Simone Bassis, Luca Ferrari, 2016 .

Identifying Fuzzy Rules

Bruno Apolloni, Simone Bassis, Dario Malchiodi, 2008 .

What a neural net needs to know about emotion words

Roddy Cowie, Winfried A. Fellenz, Ellen Douglas-Cowie, 1999 .

Fuzzy Methods for Simplifying a Boolean Formula Inferred from Examples

Bruno Apolloni, Dario Malchiodi, Anna Maria Zanaboni, 2002, FSKD.

Twisting Features with Properties

Bruno Apolloni, Dario Malchiodi, Sabrina Gaito, 2001, WIRN.

Editorial--special issue on autonomous learning.

Bruno Apolloni, Leonid Perlovsky, Asim Roy, 2013, Neural networks : the official journal of the International Neural Network Society.

A Comparison between the Use of ESNN on Long Stereo-EEG Recordings and Their Largest Lyapunov Exponent Profiles for Epileptic Brain Analysis

Lino Nobili, Bruno Apolloni, Maurizio Fiasché, 2013, ICONIP.

Neural cooperating procedure for fractal analysis of artificial drawings

B. Apolloni, A. Piccolboni, G. Arduini, 1995 .

A hybrid symbolic subsymbolic controller for complex dynamic systems

Bruno Apolloni, Antonio Piccolboni, Enrico Sozio, 2001, Neurocomputing.

Gaining degrees of freedom in subsymbolic learning

Bruno Apolloni, Dario Malchiodi, B. Apolloni, 2001, Theor. Comput. Sci..

Sample Size Lower Bounds in PAC Learning by Algorithmic Complexity Theory

Claudio Gentile, Bruno Apolloni, C. Gentile, 1998, Theor. Comput. Sci..

Neural Nets

J. van Leeuwen, Jan van Leeuwen, Bruno Apolloni, 2003, Lecture Notes in Computer Science.

Dynamic sizing of multilayer perceptrons

Bruno Apolloni, G. Ronchini, B. Apolloni, 1994, Biological Cybernetics.

Learning by Gossip: A Principled Information Exchange Model in Social Networks

John G. Taylor, B. Apolloni, D. Malchiodi, 2013, Cognitive Computation.

Wireless Domotic: An Enabling Platform for Granular Intelligence

Bruno Apolloni, Simone Bassis, Gian Luca Galliani, 2010, 2010 5th International Conference on Future Information Technology.

The randomness of the inferred parameters. A machine learning framework for computing confidence regions

Bruno Apolloni, Simone Bassis, B. Apolloni, 2018, Inf. Sci..

e-Teaching Assistant - A Social Intelligent Platform Supporting Teachers in the Collaborative Creation of Courses

Bruno Apolloni, Simone Bassis, Francesco Epifania, 2014, CSEDU.

Molecular Basis of Learning and Memory: Modelling Based on Receptor Mosaics

K. Fuxe, L. Agnati, F. Benfenati, 2002 .

Interpolating support information granules

Witold Pedrycz, Bruno Apolloni, Simone Bassis, 2006, Neurocomputing.

Bootstrapping complex functions

Bruno Apolloni, Simone Bassis, Dario Malchiodi, 2008 .

New Directions in Neural Networks: 18th Italian Workshop on Neural Networks WIRN 2008 - Volume 193 Frontiers in Artificial Intelligence and Applications

Bruno Apolloni, Simone Bassis, Maria Marinaro, 2009 .

Neural Nets and Surroundings: 22nd Italian Workshop on Neural Nets, WIRN 2012, May 17-19, Vietri sul Mare, Salerno, Italy

Bruno Apolloni, Simone Bassis, Anna Esposito, 2012 .

Machine Learning and Robot Perception

Bruno Apolloni, B. Apolloni, 2005, Studies in Computational Intelligence.

An experiment of subconscious intelligent social computing on household appliances

Manuel Graña, Bruno Apolloni, Anna Kaminska-Chuchmala, 2015, Neurocomputing.

Constructing symbols as manipulable structures by recurrent networks

Bruno Apolloni, John G. Taylor, Neill R. Taylor, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

A neurofuzzy algorithm for learning from complex granules

B. Apolloni, S. Bassis, L. Ferrari, 2016, Granular Computing.

Learning from nowhere, preliminary experiments

Bruno Apolloni, Simone Bassis, GianLuca Galliani, 2015, 2015 IST-Africa Conference.

Social things: Now we can

Bruno Apolloni, Simone Bassis, Luca Ferrari, 2015, Intelligenza Artificiale.

Learning Simplified Functions to Understand

Bruno Apolloni, Ernesto Damiani, B. Apolloni, 2020, XAI.it@AI*IA.

A Modified SVM Classification Algorithm for Data of Variable Quality

Bruno Apolloni, Dario Malchiodi, Luca Natali, 2007, KES.

Granular Regression

Witold Pedrycz, Bruno Apolloni, Dario Malchiodi, 2005, WIRN/NAIS.