Bruno Apolloni

108 papers B 4C 6Misc 1Journal 41Unranked 38
YearRankTypeTitle / Venue / Authors
2023 J jnl
Robust ML model ensembles via risk-driven anti-clustering of training data.
Inf. Sci.
Lara Mauri, Bruno Apolloni, Ernesto Damiani
2022 — book
A Few Things I Know About Her - A Personally Machine Learning Inspired Approach to Understand Surrounding Nature
Bruno Apolloni
2021 J jnl
Inferring statistical trends of the COVID19 pandemic from current data. Where probability meets fuzziness.
Inf. Sci.
Bruno Apolloni
2020 — conf
Learning Simplified Functions to Understand.
XAI.it@AI*IA
Bruno Apolloni, Ernesto Damiani
2019 J jnl
An Algorithmic Inference Approach to Learn Copulas.
CoRR
Bruno Apolloni
2019 C conf
Bargaining Compatible Explanations.
ICCC
Bruno Apolloni, Aamna Al Shehhi, Ernesto Damiani
2018 J jnl
The randomness of the inferred parameters. A machine learning framework for computing confidence regions.
Inf. Sci.
Bruno Apolloni, Simone Bassis
2018 J jnl
Watching by gossip.
Internet Things
Bruno Apolloni, Cristiano Aitis, Matteo Maffetti
2017 — conf
The Simplification Conspiracy.
IIH-MSP (1)
Bruno Apolloni, Aamna Al Shehhi, Ernesto Damiani
2016 — ch.
A Rule Based Recommender System.
Advances in Neural Networks
Bruno Apolloni, Simone Bassis, Marco Mesiti, Stefano Valtolina, Francesco Epifania
2016 — ch.
Learning from Nowhere.
Advances in Neural Networks
Bruno Apolloni, Simone Bassis, Jacopo Rota, Gian Luca Galliani, Matteo Gioia, Luca Ferrari
2015 J jnl
An experiment of subconscious intelligent social computing on household appliances.
Neurocomputing
Ion Marqués, Manuel Graña, Anna Kaminska-Chuchmala, Bruno Apolloni
2015 J jnl
Reputation features for trust prediction in social networks.
Neurocomputing
J. David Nuñez-Gonzalez, Manuel Graña, Bruno Apolloni
2015 J jnl
Social things: Now we can.
Intelligenza Artificiale
Bruno Apolloni, Gian Luca Galliani, Matteo Gioia, Simone Bassis, Jacopo Rota, Luca Ferrari
2014 — conf
A Domotic Ecosystem Driven by a Networked Intelligence.
WEBIST (2)
Luca Ferrari, Matteo Gioia, Gian Luca Galliani, Bruno Apolloni
2014 C conf
Towards a social e-learning platform for demanding users.
EDUCON
Stefano Valtolina, Marco Mesiti, Francesco Epifania, Bruno Apolloni
2014 — conf
e-Teaching Assistant - A Social Intelligent Platform Supporting Teachers in the Collaborative Creation of Courses.
CSEDU (1)
Marco Mesiti, Stefano Valtolina, Simone Bassis, Francesco Epifania, Bruno Apolloni
2013 — conf
A Comparison between the Use of ESNN on Long Stereo-EEG Recordings and Their Largest Lyapunov Exponent Profiles for Epileptic Brain Analysis.
ICONIP (1)
Maurizio Fiasché, Lino Nobili, Bruno Apolloni
2013 Misc conf
A Discussion on Trust Requirements for a Social Network of Eahoukers.
HAIS
Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni
2013 — conf
A Domestic Application of Intelligent Social Computing: The SandS Project.
SOCO-CISIS-ICEUTE
Manuel Graña, Ion Marqués, Alexandre Savio, Bruno Apolloni
2013 J jnl
Learning by Gossip: A Principled Information Exchange Model in Social Networks.
Cogn. Comput.
Bruno Apolloni, Dario Malchiodi, John G. Taylor
2013 — ed.
Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, WIRN 2012, Vietri sul Mare, Salerno, Italy, May 17-19, 2012
WIRN
Bruno Apolloni, Simone Bassis, Anna Esposito, Francesco Carlo Morabito
2013 — conf
Social and Smart: Towards an Instance of Subconscious Social Intelligence.
EANN (2)
Manuel Graña, Bruno Apolloni, Maurizio Fiasché, G. Galliani, C. Zizzo, George Caridakis, Georgios Siolas, Stefanos D. Kollias, F. Barriento, S. San Jose
2013 C conf
Social things - The SandS instantiation.
WOWMOM
Bruno Apolloni, Maurizio Fiasché, G. Galliani, C. Zizzo, George Caridakis, Georgios Siolas, Stefanos D. Kollias, Manuel Graña Romay, F. Barriento, S. San Jose
2013 B conf
Socializing Entrepreneurship.
KES
Bruno Apolloni, G. Galliani, C. Zizzo, Francesco Epifania, L. Crosta, I. Cesareo
2013 J jnl
Special Issue: Contemporary development of neural computation and applications.
Neural Comput. Appl.
Ivan Jordanov, Bruno Apolloni, Nikola K. Kasabov
2013 B conf
Toward a cooperative brain: Continuing the work with John Taylor.
IJCNN
Bruno Apolloni
2012 — conf
Revisiting design of learning and mobility services.
DMS
Bruno Apolloni, Raffaella Folgieri, Giorgio Valle
2011 — conf
A unified learning space for a network of mobile neurons.
WIRN
Bruno Apolloni, Simone Bassis, Lorenzo Valerio
2011 C conf
Cloud Engineering approach in business innovation.
SEKE
Giorgio Valle, Bruno Apolloni
2011 — conf
Cloud design for learning and mobility services.
DMS
Giorgio Valle, Bruno Apolloni, Francesco Epifania
2011 J jnl
Confidence About Possible Explanations.
IEEE Trans. Syst. Man Cybern. Part B
Bruno Apolloni, Simone Bassis
2011 — conf
Kinetic Morphogenesis of a Multilayer Perceptron.
IJCCI (NCTA)
Bruno Apolloni, Simone Bassis, Lorenzo Valerio
2011 J jnl
Mobility Timing for Agent Communities, a Cue for Advanced Connectionist Systems.
IEEE Trans. Neural Networks
Bruno Apolloni, Simone Bassis, Elena Pagani, Gian Paolo Rossi, Lorenzo Valerio
2011 — ed.
Neural Nets WIRN11 - Proceedings of the 21st Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, June 3-5, 2011
WIRN
Bruno Apolloni, Simone Bassis, Anna Esposito, Francesco Carlo Morabito
2011 B conf
Training a network of mobile neurons.
IJCNN
Bruno Apolloni, Simone Bassis, Lorenzo Valerio
2010 — ed.
Biological and Artificial Intelligence Environments - 15th Italian Workshop on Neural Nets, WIRN VIETRI 2004, Vietri sul Mare, Italy, 2004
WIRN
Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri
2010 — conf
IPRA: Regressing Data with Independent Parameters.
WIRN
Bruno Apolloni, Simone Bassis
2010 — ed.
Neural Nets WIRN10 - Proceedings of the 20th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 27-29 2010
WIRN
Bruno Apolloni, Simone Bassis, Anna Esposito, Francesco Carlo Morabito
2010 J jnl
Playing monotone games to understand learning behaviors.
Theor. Comput. Sci.
Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi, Italo Zoppis
2009 J jnl
Algorithmic Inference of Two-Parameter Gamma Distribution.
Commun. Stat. Simul. Comput.
Bruno Apolloni, Simone Bassis
2009 J jnl
Feature selection via Boolean independent component analysis.
Inf. Sci.
Bruno Apolloni, Simone Bassis, Andrea Brega
2009 — ed.
Neural Nets WIRN09 - Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28-30 2009
WIRN
Bruno Apolloni, Simone Bassis, Francesco Carlo Morabito
2009 — ed.
New Directions in Neural Networks - 18th Italian Workshop on Neural Networks: WIRN 2008, Vietri sul Mare, Italy, May 22-24, 2008, Revised Selected Papers
WIRN
Bruno Apolloni, Simone Bassis, Maria Marinaro
2009 J jnl
New perspectives in computational intelligence: nothing so intelligent as randomness, nothing so effective as asymmetry.
Int. J. Comput. Intell. Stud.
Bruno Apolloni, Simone Bassis
2009 — ch.
Processing of Information Microgranules within an Individual's Society.
Human-Centric Information Processing Through Granular Modelling
Bruno Apolloni, Simone Bassis, Antonio G. Zippo
2009 — conf
Statistical Parameter Identification of Analog Integrated Circuit Reverse Models.
ICANN (1)
Bruno Apolloni, Simone Bassis, Cristian Mesiano, Salvatore Rinaudo, Angelo Ciccazzo, Angelo Marotta
2009 — conf
Toward a space-time mobility model for social communities.
WIRN
Bruno Apolloni, Simone Bassis, Lorenzo Valerio
2008 — conf
BICA: A Boolean Indepenedent Component Analysis Approach.
ICANN (1)
Bruno Apolloni, Simone Bassis, Andrea Brega
2008 J jnl
Interpolating support information granules.
Neurocomputing
Bruno Apolloni, Simone Bassis, Dario Malchiodi, Witold Pedrycz
2008 — conf
Sources of asymmetric randomness.
WIRN
Bruno Apolloni, Simone Bassis
2008 — book
The Puzzle of Granular Computing
Bruno Apolloni, Witold Pedrycz, Simone Bassis, Dario Malchiodi
2007 — conf
A Modified SVM Classification Algorithm for Data of Variable Quality.
KES (3)
Bruno Apolloni, Dario Malchiodi, Luca Natali
2007 J jnl
A new goodness-of-fit statistical test.
Intell. Decis. Technol.
Bruno Apolloni, Simone Bassis
2007 — conf
Fitting Opportunistic Networks Data with a Pareto Distribution.
KES (3)
Bruno Apolloni, Simone Bassis, Sabrina Gaito
2007 — ed.
Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007, Proceedings, Part III
KES (3)
Bruno Apolloni, Robert J. Howlett, Lakhmi C. Jain
2007 — ed.
Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part I
KES (1)
Bruno Apolloni, Robert J. Howlett, Lakhmi C. Jain
2007 — ed.
Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part II
KES (2)
Bruno Apolloni, Robert J. Howlett, Lakhmi C. Jain
2007 J jnl
Modeling individual's aging within a bacterial population using a pi-calculus paradigm.
Nat. Comput.
Bruno Apolloni, Simone Bassis, Alberto Clivio, Sabrina Gaito, Dario Malchiodi
2007 — conf
SVM with Random Labels.
KES (3)
Bruno Apolloni, Simone Bassis, Dario Malchiodi
2006 J jnl
Controlling the losing probability in a monotone game.
Inf. Sci.
Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi, Italo Zoppis
2006 — conf
Interpolating Support Information Granules.
ICANN (2)
Bruno Apolloni, Simone Bassis, Dario Malchiodi, Witold Pedrycz
2006 J jnl
Learning rule representations from data.
IEEE Trans. Syst. Man Cybern. Part A
Bruno Apolloni, Andrea Brega, Dario Malchiodi, Giorgio Palmas, Anna Maria Zanaboni
2006 — ed.
Neural Nets, 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Vietri sul Mare, Italy, June 8-11, 2005, Revised Selected Papers
WIRN/NAIS
Bruno Apolloni, Maria Marinaro, Giuseppe Nicosia, Roberto Tagliaferri
2005 — ch.
A Fuzzy Method for Learning Simple Boolean Formulas from Examples.
Computational Intelligence for Modelling and Prediction
Bruno Apolloni, Andrea Brega, Dario Malchiodi, Christos Orovas, Anna Maria Zanaboni
2005 — conf
An Evolution Hypothesis of Bacterial Populations.
WIRN/NAIS
Bruno Apolloni, Alberto Clivio, Simone Bassis, Sabrina Gaito, Dario Malchiodi
2005 C conf
BICA: a Boolean Independent Component Analysis Algorithm.
HIS
Bruno Apolloni, Dario Malchiodi, Andrea Brega
2005 — conf
Granular Regression.
WIRN/NAIS
Bruno Apolloni, D. Iannizzi, Dario Malchiodi, Witold Pedrycz
2005 — book
Machine Learning and Robot Perception
Bruno Apolloni, Ashish Ghosh, Ferda Nur Alpaslan, Lakhmi C. Jain, Srikanta Patnaik
2004 J jnl
A general framework for learning rules from data.
IEEE Trans. Neural Networks
Bruno Apolloni, Anna Esposito, Dario Malchiodi, Christos Orovas, Giorgio Palmas, John G. Taylor
2004 — conf
Computing Confidence Intervals for the Risk of A SVM Classifier through Algorithmic Inference.
WIRN
Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi, Alberto Minora
2004 — conf
Detecting Driving Awareness.
PKDD
Bruno Apolloni, Andrea Brega, Dario Malchiodi, Cristian Mesiano
2004 — conf
Learning Continuous Functions through a New Linear Regression Method.
WIRN
Bruno Apolloni, Simone Bassis, Sabrina Gaito, D. Iannizzi, Dario Malchiodi
2003 — conf
Cooperative Games in a Stochastic Environment.
WIRN
Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi
2003 C conf
Learning Rule Representations from Boolean Data.
ICANN
Bruno Apolloni, Andrea Brega, Dario Malchiodi, Giorgio Palmas, Anna Maria Zanaboni
2003 — conf
Monitoring of Car Driving Awareness from Biosignals.
WIRN
Bruno Apolloni, Simone Bassis, Andrea Brega, Sabrina Gaito, Dario Malchiodi, Norberto Valcamonica, Anna Maria Zanaboni
2003 — ed.
Neural Nets, 14th Italian Workshop on Neural Nets, WIRN VIETRI 2003, Vietri sul Mare, Italy, June 4-7, 2003, Revised Papers
WIRN
Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri
2002 J jnl
From synapses to rules.
Cogn. Syst. Res.
Bruno Apolloni, Dario Malchiodi, Christos Orovas, Giorgio Palmas
2002 — conf
Fuzzy Methods for Simplifying a Boolean Formula Inferred from Examples.
FSKD
Bruno Apolloni, Dario Malchiodi, Christos Orovas, Anna Maria Zanaboni
2002 — conf
Narrowing confidence interval width of PAC learning risk function by algorithmic inference.
AI&M
Bruno Apolloni, Dario Malchiodi
2002 — conf
PAC Meditation on Boolean Formulas.
SARA
Bruno Apolloni, Fabio Baraghini, Giorgio Palmas
2001 J jnl
A hybrid symbolic subsymbolic controller for complex dynamic systems.
Neurocomputing
Bruno Apolloni, Antonio Piccolboni, Enrico Sozio
2001 J jnl
Gaining degrees of freedom in subsymbolic learning.
Theor. Comput. Sci.
Bruno Apolloni, Dario Malchiodi
2001 — conf
Twisting Features with Properties.
WIRN
Bruno Apolloni, Dario Malchiodi, Italo Zoppis, Sabrina Gaito
2000 — conf
A General Framework for Symbol and Rule Extraction in Neural Networks.
IJCNN (2)
Bruno Apolloni, Christos Orovas, John G. Taylor, Winfried A. Fellenz, Stan C. A. M. Gielen, Machiel Westerdijk
2000 J jnl
An Integrated Symbolic/Connectionist Architecture for Parsing Italian Sentences Containing PP-Attachment Ambiguities.
Appl. Artif. Intell.
Bruno Apolloni, Giacomo Zamponi, Anna Maria Zanaboni
2000 — conf
Constructing Symbols as Manipulable Structures by Recurrent Networks.
IJCNN (2)
John G. Taylor, Neill R. Taylor, Bruno Apolloni, Christos Orovas
2000 — conf
Long Distance Telerobotics in Hostile Environment.
IJCNN (5)
Bruno Apolloni, Adrian Moise
2000 B conf
Mobile robot navigation using the mathematical model of the sensing system.
SMC
Bruno Apolloni, Adrian Moise
2000 — conf
On Emotion Recognition of Faces and of Speech Using Neural Networks, Fuzzy Logic and the ASSESS System.
IJCNN (2)
Winfried A. Fellenz, John G. Taylor, Roddy Cowie, Ellen Douglas-Cowie, Frédéric Piat, Stefanos D. Kollias, Christos Orovas, Bruno Apolloni
2000 J jnl
P-Sufficient Statistics for PAC Learning k-term-DNF Formulas through Enumeration.
Theor. Comput. Sci.
Bruno Apolloni, Claudio Gentile
1999 J jnl
DNA Fragment Assembly Using Neural Prediction Techniques.
Int. J. Neural Syst.
E. Angeleri, Bruno Apolloni, Diego de Falco, L. Grandi
1999 J jnl
Sub-symbolically managing pieces of symbolical functions for sorting.
IEEE Trans. Neural Networks
Bruno Apolloni, Italo Zoppis
1998 J jnl
Learning fuzzy decision trees.
Neural Networks
Bruno Apolloni, Giacomo Zamponi, Anna Maria Zanaboni
1998 — conf
Optilearning for job shop problems.
KES (3)
Bruno Apolloni, S. Bolis, Anna Maria Zanaboni
1998 J jnl
Sample Size Lower Bounds in PAC Learning by Algorithmic Complexity Theory.
Theor. Comput. Sci.
Bruno Apolloni, Claudio Gentile
1997 J jnl
A co-operating neural approach for spacecrafts attitude control.
Neurocomputing
Bruno Apolloni, Ferdinando Battini, Costantino Lucisano
1997 J jnl
PAC Learning of Concept Classes Through the Boundaries of Their Items.
Theor. Comput. Sci.
Bruno Apolloni, S. Chiaravalli
1997 J jnl
pRAM layout optimisation.
Neural Networks
Bruno Apolloni, Diego de Falco, John G. Taylor
1994 J jnl
Dynamic sizing of multilayer perceptrons.
Biol. Cybern.
Bruno Apolloni, G. Ronchini
1993 — conf
Neural time warping.
EUROSPEECH
Bruno Apolloni, Dario Crivelli, Marco Amato
1991 J jnl
Asymmetric Boltzmann machines.
Biol. Cybern.
Bruno Apolloni, Alberto Bertoni, Paola Campadelli, Diego de Falco
1991 — conf
Isolated word adaptive recognizer based on neural networks.
EUROSPEECH
Bruno Apolloni, Francesco Pazienti, Vincenzo Trotta
1991 J jnl
Learning by Asymmetric Parallel Boltzmann Machines.
Neural Comput.
Bruno Apolloni, Diego de Falco
1991 J jnl
Learning by parallel Boltzmann machines.
IEEE Trans. Inf. Theory
Bruno Apolloni, Diego de Falco
1991 J jnl
Simulated annealing approach in backpropagation.
Neurocomputing
Silva Amato, Bruno Apolloni, Paolo Caporali, Ugo Madesani, Anna Maria Zanaboni
1984 J jnl
Confidence intervals in the solution of stochastic integer linear programming problems.
Ann. Oper. Res.
Bruno Apolloni, Ferdinando Pezzella
1982 J jnl
A Probabilistic Analysis of a New Satisfiability Algorithm.
RAIRO Theor. Informatics Appl.
Bruno Apolloni, Salvatore Di Gregorio