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2020 – today
- 2023
[j40]Lara Mauri
, Bruno Apolloni, Ernesto Damiani:
Robust ML model ensembles via risk-driven anti-clustering of training data. Inf. Sci. 633: 122-140 (2023)- 2022
- [b2]Bruno Apolloni:
A Few Things I Know About Her - A Personally Machine Learning Inspired Approach to Understand Surrounding Nature. Intelligent Systems Reference Library 219, Springer 2022, ISBN 978-3-030-94378-3, pp. 1-198 - 2021
- [j39]Bruno Apolloni:
Inferring statistical trends of the COVID19 pandemic from current data. Where probability meets fuzziness. Inf. Sci. 574: 333-348 (2021) - 2020
- [c49]Bruno Apolloni, Ernesto Damiani:
Learning Simplified Functions to Understand. XAI.it@AI*IA 2020: 14-28
2010 – 2019
- 2019
- [c48]Bruno Apolloni, Aamna Al Shehhi, Ernesto Damiani:
Bargaining Compatible Explanations. ICCC 2019: 98-105 - [i1]Bruno Apolloni:
An Algorithmic Inference Approach to Learn Copulas. CoRR abs/1910.02678 (2019) - 2018
- [j38]Bruno Apolloni, Cristiano Aitis, Matteo Maffetti:
Watching by gossip. Internet Things 3-4: 90-103 (2018) - [j37]Bruno Apolloni, Simone Bassis:
The randomness of the inferred parameters. A machine learning framework for computing confidence regions. Inf. Sci. 453: 239-262 (2018) - 2017
- [c47]Bruno Apolloni, Aamna Al Shehhi, Ernesto Damiani:
The Simplification Conspiracy. IIH-MSP (1) 2017: 11-23 - 2016
- [p4]Bruno Apolloni, Simone Bassis, Marco Mesiti, Stefano Valtolina, Francesco Epifania:
A Rule Based Recommender System. Advances in Neural Networks 2016: 87-96 - [p3]Bruno Apolloni, Simone Bassis, Jacopo Rota, Gian Luca Galliani, Matteo Gioia, Luca Ferrari:
Learning from Nowhere. Advances in Neural Networks 2016: 97-109 - 2015
- [j36]Bruno Apolloni, Gian Luca Galliani, Matteo Gioia, Simone Bassis, Jacopo Rota, Luca Ferrari:
Social things: Now we can. Intelligenza Artificiale 9(1): 25-41 (2015) - [j35]J. David Nuñez-Gonzalez, Manuel Graña, Bruno Apolloni:
Reputation features for trust prediction in social networks. Neurocomputing 166: 1-7 (2015) - [j34]Ion Marqués, Manuel Graña, Anna Kaminska-Chuchmala, Bruno Apolloni:
An experiment of subconscious intelligent social computing on household appliances. Neurocomputing 167: 32-43 (2015) - 2014
- [c46]Marco Mesiti, Stefano Valtolina, Simone Bassis, Francesco Epifania, Bruno Apolloni:
e-Teaching Assistant - A Social Intelligent Platform Supporting Teachers in the Collaborative Creation of Courses. CSEDU (1) 2014: 569-575 - [c45]Stefano Valtolina, Marco Mesiti, Francesco Epifania, Bruno Apolloni:
Towards a social e-learning platform for demanding users. EDUCON 2014: 1028-1031 - [c44]Luca Ferrari, Matteo Gioia, Gian Luca Galliani, Bruno Apolloni:
A Domotic Ecosystem Driven by a Networked Intelligence. WEBIST (2) 2014: 359-366 - 2013
- [j33]Bruno Apolloni, Dario Malchiodi, John G. Taylor:
Learning by Gossip: A Principled Information Exchange Model in Social Networks. Cogn. Comput. 5(3): 327-339 (2013) - [j32]Ivan Jordanov, Bruno Apolloni, Nikola K. Kasabov:
Special Issue: Contemporary development of neural computation and applications. Neural Comput. Appl. 22(1): 1-2 (2013) - [c43]Manuel Graña, Bruno Apolloni, Maurizio Fiasché, G. Galliani, C. Zizzo, George Caridakis, Georgios Siolas, Stefanos D. Kollias, F. Barriento, S. San Jose:
Social and Smart: Towards an Instance of Subconscious Social Intelligence. EANN (2) 2013: 302-311 - [c42]Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni:
A Discussion on Trust Requirements for a Social Network of Eahoukers. HAIS 2013: 540-547 - [c41]Maurizio Fiasché, Lino Nobili, Bruno Apolloni:
A Comparison between the Use of ESNN on Long Stereo-EEG Recordings and Their Largest Lyapunov Exponent Profiles for Epileptic Brain Analysis. ICONIP (1) 2013: 545-552 - [c40]Bruno Apolloni:
Toward a cooperative brain: Continuing the work with John Taylor. IJCNN 2013: 1-5 - [c39]Bruno Apolloni, G. Galliani, C. Zizzo, Francesco Epifania, L. Crosta, I. Cesareo:
Socializing Entrepreneurship. KES 2013: 349-358 - [c38]Manuel Graña, Ion Marqués, Alexandre Savio, Bruno Apolloni:
A Domestic Application of Intelligent Social Computing: The SandS Project. SOCO-CISIS-ICEUTE 2013: 221-228 - [c37]Bruno Apolloni, Maurizio Fiasché, G. Galliani, C. Zizzo, George Caridakis, Georgios Siolas, Stefanos D. Kollias, Manuel Graña Romay, F. Barriento, S. San Jose:
Social things - The SandS instantiation. WOWMOM 2013: 1-6 - [e12]Bruno Apolloni, Simone Bassis, Anna Esposito, Francesco Carlo Morabito:
Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, WIRN 2012, Vietri sul Mare, Salerno, Italy, May 17-19, 2012. Smart Innovation, Systems and Technologies 19, Springer 2013, ISBN 978-3-642-35466-3 [contents] - 2012
- [c36]Bruno Apolloni, Raffaella Folgieri, Giorgio Valle:
Revisiting design of learning and mobility services. DMS 2012: 155-160 - 2011
- [j31]Bruno Apolloni, Simone Bassis, Elena Pagani, Gian Paolo Rossi, Lorenzo Valerio:
Mobility Timing for Agent Communities, a Cue for Advanced Connectionist Systems. IEEE Trans. Neural Networks 22(12): 2032-2049 (2011) - [j30]Bruno Apolloni, Simone Bassis:
Confidence About Possible Explanations. IEEE Trans. Syst. Man Cybern. Part B 41(6): 1639-1653 (2011) - [c35]Giorgio Valle, Bruno Apolloni, Francesco Epifania:
Cloud design for learning and mobility services. DMS 2011: 181-184 - [c34]Bruno Apolloni, Simone Bassis, Lorenzo Valerio:
Kinetic Morphogenesis of a Multilayer Perceptron. IJCCI (NCTA) 2011: 99-105 - [c33]Bruno Apolloni, Simone Bassis, Lorenzo Valerio:
Training a network of mobile neurons. IJCNN 2011: 1683-1691 - [c32]Giorgio Valle, Bruno Apolloni:
Cloud Engineering approach in business innovation. SEKE 2011: 02-03 - [c31]Bruno Apolloni, Simone Bassis, Lorenzo Valerio:
A unified learning space for a network of mobile neurons. WIRN 2011: 292-302 - [e11]Bruno Apolloni, Simone Bassis, Anna Esposito, Francesco Carlo Morabito:
Neural Nets WIRN11 - Proceedings of the 21st Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, June 3-5, 2011. Frontiers in Artificial Intelligence and Applications 234, IOS Press 2011, ISBN 978-1-60750-971-4 [contents] - 2010
- [j29]Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi, Italo Zoppis:
Playing monotone games to understand learning behaviors. Theor. Comput. Sci. 411(25): 2384-2405 (2010) - [c30]Bruno Apolloni, Simone Bassis:
IPRA: Regressing Data with Independent Parameters. WIRN 2010: 34-43 - [e10]Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri:
Biological and Artificial Intelligence Environments - 15th Italian Workshop on Neural Nets, WIRN VIETRI 2004, Vietri sul Mare, Italy, 2004. Springer 2010, ISBN 978-90-481-6863-7 [contents] - [e9]Bruno Apolloni, Simone Bassis, Anna Esposito, Francesco Carlo Morabito:
Neural Nets WIRN10 - Proceedings of the 20th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 27-29 2010. Frontiers in Artificial Intelligence and Applications 226, IOS Press 2010, ISBN 978-1-60750-691-1 [contents]
2000 – 2009
- 2009
- [j28]Bruno Apolloni, Simone Bassis:
Algorithmic Inference of Two-Parameter Gamma Distribution. Commun. Stat. Simul. Comput. 38(9): 1950-1968 (2009) - [j27]Bruno Apolloni, Simone Bassis:
New perspectives in computational intelligence: nothing so intelligent as randomness, nothing so effective as asymmetry. Int. J. Comput. Intell. Stud. 1(1): 6-36 (2009) - [j26]Bruno Apolloni, Simone Bassis, Andrea Brega:
Feature selection via Boolean independent component analysis. Inf. Sci. 179(22): 3815-3831 (2009) - [c29]Bruno Apolloni, Simone Bassis, Cristian Mesiano, Salvatore Rinaudo, Angelo Ciccazzo, Angelo Marotta:
Statistical Parameter Identification of Analog Integrated Circuit Reverse Models. ICANN (1) 2009: 449-458 - [c28]Bruno Apolloni, Simone Bassis, Lorenzo Valerio:
Toward a space-time mobility model for social communities. WIRN 2009: 19-28 - [p2]Bruno Apolloni, Simone Bassis, Antonio G. Zippo:
Processing of Information Microgranules within an Individual's Society. Human-Centric Information Processing Through Granular Modelling 2009: 233-264 - [e8]Bruno Apolloni, Simone Bassis, Maria Marinaro:
New Directions in Neural Networks - 18th Italian Workshop on Neural Networks: WIRN 2008, Vietri sul Mare, Italy, May 22-24, 2008, Revised Selected Papers. Frontiers in Artificial Intelligence and Applications 193, IOS Press 2009, ISBN 978-1-58603-984-4 [contents] - [e7]Bruno Apolloni, Simone Bassis, Francesco Carlo Morabito:
Neural Nets WIRN09 - Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28-30 2009. Frontiers in Artificial Intelligence and Applications 204, IOS Press 2009, ISBN 978-1-60750-072-8 [contents] - 2008
- [b1]Bruno Apolloni, Witold Pedrycz, Simone Bassis, Dario Malchiodi:
The Puzzle of Granular Computing. Studies in Computational Intelligence 138, Springer 2008, ISBN 978-3-540-79863-7, pp. 3-449 [contents] - [j25]Bruno Apolloni, Simone Bassis, Dario Malchiodi, Witold Pedrycz:
Interpolating support information granules. Neurocomputing 71(13-15): 2433-2445 (2008) - [c27]Bruno Apolloni, Simone Bassis, Andrea Brega:
BICA: A Boolean Indepenedent Component Analysis Approach. ICANN (1) 2008: 99-108 - [c26]Bruno Apolloni, Simone Bassis:
Sources of asymmetric randomness. WIRN 2008: 138-147 - 2007
- [j24]Bruno Apolloni, Simone Bassis:
A new goodness-of-fit statistical test. Intell. Decis. Technol. 1(4): 205-218 (2007) - [j23]Bruno Apolloni, Simone Bassis, Alberto Clivio, Sabrina Gaito, Dario Malchiodi:
Modeling individual's aging within a bacterial population using a pi-calculus paradigm. Nat. Comput. 6(1): 33-53 (2007) - [c25]Bruno Apolloni, Dario Malchiodi, Luca Natali:
A Modified SVM Classification Algorithm for Data of Variable Quality. KES (3) 2007: 131-139 - [c24]Bruno Apolloni, Simone Bassis, Dario Malchiodi:
SVM with Random Labels. KES (3) 2007: 184-193 - [c23]Bruno Apolloni, Simone Bassis, Sabrina Gaito:
Fitting Opportunistic Networks Data with a Pareto Distribution. KES (3) 2007: 812-820 - [e6]Bruno Apolloni, Robert J. Howlett, Lakhmi C. Jain:
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. Lecture Notes in Computer Science 4692, Springer 2007, ISBN 978-3-540-74817-5 [contents] - [e5]Bruno Apolloni, Robert J. Howlett, Lakhmi C. Jain:
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. Lecture Notes in Computer Science 4693, Springer 2007, ISBN 978-3-540-74826-7 [contents] - [e4]Bruno Apolloni, Robert J. Howlett, Lakhmi C. Jain:
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. Lecture Notes in Computer Science 4694, Springer 2007, ISBN 978-3-540-74828-1 [contents] - 2006
- [j22]Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi, Italo Zoppis:
Controlling the losing probability in a monotone game. Inf. Sci. 176(10): 1395-1416 (2006) - [j21]Bruno Apolloni, Andrea Brega, Dario Malchiodi, Giorgio Palmas, Anna Maria Zanaboni:
Learning rule representations from data. IEEE Trans. Syst. Man Cybern. Part A 36(5): 1010-1028 (2006) - [c22]Bruno Apolloni, Simone Bassis, Dario Malchiodi, Witold Pedrycz:
Interpolating Support Information Granules. ICANN (2) 2006: 270-281 - [e3]Bruno Apolloni, Maria Marinaro, Giuseppe Nicosia, Roberto Tagliaferri:
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. Lecture Notes in Computer Science 3931, Springer 2006, ISBN 3-540-33183-2 [contents] - 2005
- [c21]Bruno Apolloni, Dario Malchiodi, Andrea Brega:
BICA: a Boolean Independent Component Analysis Algorithm. HIS 2005: 131-136 - [c20]Bruno Apolloni, D. Iannizzi, Dario Malchiodi, Witold Pedrycz:
Granular Regression. WIRN/NAIS 2005: 147-156 - [c19]Bruno Apolloni, Alberto Clivio, Simone Bassis, Sabrina Gaito, Dario Malchiodi:
An Evolution Hypothesis of Bacterial Populations. WIRN/NAIS 2005: 214-230 - [p1]Bruno Apolloni, Andrea Brega, Dario Malchiodi, Christos Orovas, Anna Maria Zanaboni:
A Fuzzy Method for Learning Simple Boolean Formulas from Examples. Computational Intelligence for Modelling and Prediction 2005: 367-381 - [e2]Bruno Apolloni, Ashish Ghosh, Ferda Nur Alpaslan, Lakhmi C. Jain, Srikanta Patnaik:
Machine Learning and Robot Perception. Studies in Computational Intelligence 7, Springer 2005, ISBN 978-3-540-26549-8 [contents] - 2004
- [j20]Bruno Apolloni, Anna Esposito, Dario Malchiodi, Christos Orovas, Giorgio Palmas, John G. Taylor:
A general framework for learning rules from data. IEEE Trans. Neural Networks 15(6): 1333-1349 (2004) - [c18]Bruno Apolloni, Andrea Brega, Dario Malchiodi, Cristian Mesiano:
Detecting Driving Awareness. PKDD 2004: 528-530 - [c17]Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi, Alberto Minora:
Computing Confidence Intervals for the Risk of A SVM Classifier through Algorithmic Inference. WIRN 2004: 225-234 - [c16]Bruno Apolloni, Simone Bassis, Sabrina Gaito, D. Iannizzi, Dario Malchiodi:
Learning Continuous Functions through a New Linear Regression Method. WIRN 2004: 235-243 - 2003
- [c15]Bruno Apolloni, Andrea Brega, Dario Malchiodi, Giorgio Palmas, Anna Maria Zanaboni:
Learning Rule Representations from Boolean Data. ICANN 2003: 875-882 - [c14]Bruno Apolloni, Simone Bassis, Sabrina Gaito, Dario Malchiodi:
Cooperative Games in a Stochastic Environment. WIRN 2003: 25-34 - [c13]Bruno Apolloni, Simone Bassis, Andrea Brega, Sabrina Gaito, Dario Malchiodi, Norberto Valcamonica, Anna Maria Zanaboni:
Monitoring of Car Driving Awareness from Biosignals. WIRN 2003: 269-277 - [e1]Bruno Apolloni, Maria Marinaro, Roberto Tagliaferri:
Neural Nets, 14th Italian Workshop on Neural Nets, WIRN VIETRI 2003, Vietri sul Mare, Italy, June 4-7, 2003, Revised Papers. Lecture Notes in Computer Science 2859, Springer 2003, ISBN 3-540-20227-7 [contents] - 2002
- [j19]Bruno Apolloni, Dario Malchiodi, Christos Orovas, Giorgio Palmas:
From synapses to rules. Cogn. Syst. Res. 3(2): 167-201 (2002) - [c12]Bruno Apolloni, Dario Malchiodi, Christos Orovas, Anna Maria Zanaboni:
Fuzzy Methods for Simplifying a Boolean Formula Inferred from Examples. FSKD 2002: 554-558 - [c11]Bruno Apolloni, Dario Malchiodi:
Narrowing confidence interval width of PAC learning risk function by algorithmic inference. AI&M 2002 - [c10]Bruno Apolloni, Fabio Baraghini, Giorgio Palmas:
PAC Meditation on Boolean Formulas. SARA 2002: 274-281 - 2001
- [j18]Bruno Apolloni, Antonio Piccolboni, Enrico Sozio:
A hybrid symbolic subsymbolic controller for complex dynamic systems. Neurocomputing 37(1-4): 127-163 (2001) - [j17]Bruno Apolloni, Dario Malchiodi:
Gaining degrees of freedom in subsymbolic learning. Theor. Comput. Sci. 255(1-2): 295-321 (2001) - [c9]Bruno Apolloni, Dario Malchiodi, Italo Zoppis, Sabrina Gaito:
Twisting Features with Properties. WIRN 2001: 301-312 - 2000
- [j16]Bruno Apolloni, Giacomo Zamponi, Anna Maria Zanaboni:
An Integrated Symbolic/Connectionist Architecture for Parsing Italian Sentences Containing PP-Attachment Ambiguities. Appl. Artif. Intell. 14(3): 271-308 (2000) - [j15]Bruno Apolloni, Claudio Gentile:
P-Sufficient Statistics for PAC Learning k-term-DNF Formulas through Enumeration. Theor. Comput. Sci. 230(1-2): 1-37 (2000) - [c8]Bruno Apolloni, Christos Orovas, John G. Taylor, Winfried A. Fellenz, Stan C. A. M. Gielen, Machiel Westerdijk:
A General Framework for Symbol and Rule Extraction in Neural Networks. IJCNN (2) 2000: 87-92 - [c7]Winfried A. Fellenz, John G. Taylor, Roddy Cowie, Ellen Douglas-Cowie, Frédéric Piat, Stefanos D. Kollias, Christos Orovas, Bruno Apolloni:
On Emotion Recognition of Faces and of Speech Using Neural Networks, Fuzzy Logic and the ASSESS System. IJCNN (2) 2000: 93-98 - [c6]John G. Taylor, Neill R. Taylor, Bruno Apolloni, Christos Orovas:
Constructing Symbols as Manipulable Structures by Recurrent Networks. IJCNN (2) 2000: 99-104 - [c5]Bruno Apolloni, Adrian Moise:
Long Distance Telerobotics in Hostile Environment. IJCNN (5) 2000: 152-160 - [c4]Bruno Apolloni, Adrian Moise:
Mobile robot navigation using the mathematical model of the sensing system. SMC 2000: 2625-2630
1990 – 1999
- 1999
- [j14]E. Angeleri, Bruno Apolloni, Diego de Falco, L. Grandi:
DNA Fragment Assembly Using Neural Prediction Techniques. Int. J. Neural Syst. 9(6): 523-544 (1999) - [j13]Bruno Apolloni, Italo Zoppis:
Sub-symbolically managing pieces of symbolical functions for sorting. IEEE Trans. Neural Networks 10(5): 1099-1122 (1999) - 1998
- [j12]Bruno Apolloni, Giacomo Zamponi, Anna Maria Zanaboni:
Learning fuzzy decision trees. Neural Networks 11(5): 885-895 (1998) - [j11]Bruno Apolloni, Claudio Gentile:
Sample Size Lower Bounds in PAC Learning by Algorithmic Complexity Theory. Theor. Comput. Sci. 209(1-2): 141-162 (1998) - [c3]Bruno Apolloni, S. Bolis, Anna Maria Zanaboni:
Optilearning for job shop problems. KES (3) 1998: 87-96 - 1997
- [j10]Bruno Apolloni, Ferdinando Battini, Costantino Lucisano:
A co-operating neural approach for spacecrafts attitude control. Neurocomputing 16(4): 279-307 (1997) - [j9]Bruno Apolloni, Diego de Falco, John G. Taylor:
pRAM layout optimisation. Neural Networks 10(9): 1709-1716 (1997) - [j8]Bruno Apolloni, S. Chiaravalli:
PAC Learning of Concept Classes Through the Boundaries of Their Items. Theor. Comput. Sci. 172(1-2): 91-120 (1997) - 1994
- [j7]Bruno Apolloni, G. Ronchini:
Dynamic sizing of multilayer perceptrons. Biol. Cybern. 71(1): 49-63 (1994) - 1993
- [c2]Bruno Apolloni, Dario Crivelli, Marco Amato:
Neural time warping. EUROSPEECH 1993: 139-142 - 1991
- [j6]Bruno Apolloni, Alberto Bertoni, Paola Campadelli, Diego de Falco:
Asymmetric Boltzmann machines. Biol. Cybern. 66(1): 61-70 (1991) - [j5]Silva Amato, Bruno Apolloni, Paolo Caporali, Ugo Madesani, Anna Maria Zanaboni:
Simulated annealing approach in backpropagation. Neurocomputing 3(5): 207-220 (1991) - [j4]Bruno Apolloni, Diego de Falco:
Learning by Asymmetric Parallel Boltzmann Machines. Neural Comput. 3(3): 402-408 (1991) - [j3]Bruno Apolloni, Diego de Falco:
Learning by parallel Boltzmann machines. IEEE Trans. Inf. Theory 37(4): 1162-1165 (1991) - [c1]Bruno Apolloni, Francesco Pazienti, Vincenzo Trotta:
Isolated word adaptive recognizer based on neural networks. EUROSPEECH 1991: 101-104
1980 – 1989
- 1984
- [j2]Bruno Apolloni, Ferdinando Pezzella:
Confidence intervals in the solution of stochastic integer linear programming problems. Ann. Oper. Res. 1(1): 67-78 (1984) - 1982
- [j1]Bruno Apolloni, Salvatore Di Gregorio:
A Probabilistic Analysis of a New Satisfiability Algorithm. RAIRO Theor. Informatics Appl. 16(3): 201-223 (1982)
Coauthor Index
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