11573/1597235 - 2022 -
A class-specific metric learning approach for graph embedding by information granulation Baldini, Luca; Martino, Alessio; Rizzi, Antonello - 01a Articolo in rivista
rivista: APPLIED SOFT COMPUTING (AMSTERDAM: Elsevier Science) pp. 108199- - issn: 1568-4946 - wos: WOS:000736968800013 (1) - scopus: 2-s2.0-85121127035 (1)
11573/1657770 - 2022 -
A multi-objective optimization approach for the synthesis of granular computing-based classification systems in the graph domain Baldini, Luca; Martino, Alessio; Rizzi, Antonello - 01a Articolo in rivista
rivista: SN COMPUTER SCIENCE (Singapore: Springer Singapore) pp. 1-28 - issn: 2661-8907 - wos: (0) - scopus: 2-s2.0-85135736001 (1)
11573/1657762 - 2022 -
Multifractal characterization and modeling of blood pressure signals De Santis, Enrico.; Naraei, Parisa.; Martino, Alessio.; Sadeghian, Alireza.; Rizzi, Antonello. - 01a Articolo in rivista
rivista: ALGORITHMS (Molecular Diversity Preservation Int. (Basel, Switzerland)) pp. 1-17 - issn: 1999-4893 - wos: WOS:000846271600001 (0) - scopus: 2-s2.0-85137273624 (0)
11573/1643090 - 2022 -
Intrusion Detection in Wi-Fi Networks by Modular and Optimized Ensemble of Classifiers: An Extended Analysis Granato, Giuseppe; Martino, Alessio; Baldini, Luca; Rizzi, Antonello - 01a Articolo in rivista
rivista: SN COMPUTER SCIENCE (Singapore: Springer Nature) pp. 1-17 - issn: 2662-995X - wos: (0) - scopus: 2-s2.0-85130905749 (3)
11573/1643077 - 2022 -
On Information Granulation via Data Clustering for Granular Computing-Based Pattern Recognition: A Graph Embedding Case Study Martino, Alessio; Baldini, Luca; Rizzi, Antonello - 01a Articolo in rivista
rivista: ALGORITHMS (Molecular Diversity Preservation Int. (Basel, Switzerland)) pp. 1-19 - issn: 1999-4893 - wos: WOS:000802454200001 (2) - scopus: 2-s2.0-85129808497 (6)
11573/1526894 - 2021 -
Exploratory approach for network behavior clustering in LoRaWAN Garlisi, Domenico; Martino, Alessio; Zouwayhed, Jad; Pourrahim, Reza; Cuomo, Francesca - 01a Articolo in rivista
rivista: JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (Germany: Springer-Verlag) pp. 1-15 - issn: 1868-5137 - wos: WOS:000634688900002 (5) - scopus: 2-s2.0-85103374665 (3)
11573/1485970 - 2021 -
An enhanced filtering-based information granulation procedure for graph embedding and classification Martino, Alessio; Rizzi, Antonello - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 15426-15440 - issn: 2169-3536 - wos: WOS:000613210800001 (5) - scopus: 2-s2.0-85099733566 (8)
Merluzzi, M.; Martino, A.; Costanzo, F.; Di Lorenzo, P.; Barbarossa, S. - 04b Atto di convegno in volume
congresso: 2021 IEEE Global Communications Conference, GLOBECOM 2021 (Trade Fair Institution of Madrid (IFEMA), esp)
libro: 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings - (978-1-7281-8104-2)
11573/1453613 - 2020 -
Exploiting cliques for granular computing-based graph classification Baldini, Luca; Martino, Alessio; Rizzi, Antonello - 04b Atto di convegno in volume
congresso: 2020 International Joint Conference on Neural Networks, IJCNN 2020 (Glasgow (UK))
libro: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-6926-2)
11573/1461448 - 2020 -
Complexity vs. performance in granular embedding spaces for graph classification Baldini, Luca; Martino, Alessio; Rizzi, Antonello - 04b Atto di convegno in volume
congresso: Proceedings of the 12th International Joint Conference on Computational Intelligence - NCTA (Online Streaming)
libro: Proceedings of the 12th International Joint Conference on Computational Intelligence - Volume 1: NCTA - (978-989-758-475-6)
11573/1276957 - 2020 -
A novel algorithm for online inexact string matching and its FPGA implementation Cinti, Alessandro; Bianchi, Filippo Maria; Martino, Alessio; Rizzi, Antonello - 01a Articolo in rivista
rivista: COGNITIVE COMPUTATION (New York, NY : Springer) pp. 369-387 - issn: 1866-9956 - wos: WOS:000534884300004 (17) - scopus: 2-s2.0-85065975784 (23)
11573/1437759 - 2020 -
Predicting lorawan behavior. How machine learning can help Cuomo, F.; Garlisi, D.; Martino, A.; Martino, A. - 01a Articolo in rivista
rivista: COMPUTERS (Basel : MDPI) pp. 1-18 - issn: 2073-431X - wos: WOS:000578806200001 (9) - scopus: 2-s2.0-85090256985 (12)
11573/1433688 - 2020 -
An infoveillance system for detecting and tracking relevant topics from italian tweets during the COVID-19 event De Santis, Enrico; Martino, Alessio; Rizzi, Antonello - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 132527-132538 - issn: 2169-3536 - wos: WOS:000554359500001 (22) - scopus: 2-s2.0-85089310340 (38)
11573/1301429 - 2020 -
Supervised machine learning techniques and genetic optimization for occupational diseases risk prediction Di Noia, Antonio.; Martino, Alessio.; Montanari, Paolo.; Rizzi, Antonello - 01a Articolo in rivista
rivista: SOFT COMPUTING (Heidelberg ; Berlin : Springer) pp. 4393-4406 - issn: 1432-7643 - wos: WOS:000514483700033 (16) - scopus: 2-s2.0-85068832334 (34)
11573/1461458 - 2020 -
Intrusion detection in wi-fi networks by modular and optimized ensemble of classifiers Granato, Giuseppe; Martino, Alessio; Baldini, Luca; Rizzi, Antonello - 04b Atto di convegno in volume
congresso: 12th International Joint Conference on Computational Intelligence - NCTA (Online Streaming)
libro: Proceedings of the 12th International Joint Conference on Computational Intelligence - Volume 1: NCTA - (978-989-758-475-6)
11573/1433786 - 2020 -
Microgrid energy management systems design by computational intelligence techniques Leonori, Stefano; Martino, Alessio; Frattale Mascioli, Fabio Massimo; Rizzi, Antonello - 01a Articolo in rivista
rivista: APPLIED ENERGY (Oxford, United Kingdom: Elsevier Applied Science
-London: Applied Science Publishers, 1975-.) pp. 1-19 - issn: 0306-2619 - wos: WOS:000579393800083 (49) - scopus: 2-s2.0-85088965044 (62)
11573/1434732 - 2020 -
A generalized framework for ANFIS synthesis procedures by clustering techniques Leonori, Stefano; Martino, Alessio; Luzi, Massimiliano; Frattale Mascioli, Fabio Massimo; Rizzi, Antonello - 01a Articolo in rivista
rivista: APPLIED SOFT COMPUTING (AMSTERDAM: Elsevier Science) pp. 1-13 - issn: 1568-4946 - wos: WOS:000582762000046 (7) - scopus: 2-s2.0-85089431806 (10)
11573/1433767 - 2020 -
Modelling and recognition of protein contact networks by multiple kernel learning and dissimilarity representations Martino, Alessio; De Santis, Enrico; Giuliani, Alessandro; Rizzi, Antonello - 01a Articolo in rivista
rivista: ENTROPY (Basel : MDPI, 1999-) pp. 1-32 - issn: 1099-4300 - wos: WOS:000554220800001 (5) - scopus: 2-s2.0-85088597292 (7)
11573/1453629 - 2020 -
An ecology-based index for text embedding and classification Martino, Alessio; De Santis, Enrico; Rizzi, Antonello - 04b Atto di convegno in volume
congresso: 2020 International Joint Conference on Neural Networks, IJCNN 2020 (Glasgow (UK))
libro: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-6926-2)
11573/1453641 - 2020 -
On the optimization of embedding spaces via information granulation for pattern recognition Martino, Alessio; Frattale Mascioli, Fabio Massimo; Rizzi, Antonello - 04b Atto di convegno in volume
congresso: 2020 International Joint Conference on Neural Networks, IJCNN 2020 (Glasgow (UK))
libro: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-6926-2)
11573/1353174 - 2020 -
Metabolic networks classification and knowledge discovery by information granulation Martino, Alessio; Giulian, Alessandro; Todde, Virginia; Bizzarri, Mariano; Rizzi, Antonello - 01a Articolo in rivista
rivista: COMPUTATIONAL BIOLOGY AND CHEMISTRY (Oxford : Elsevier, c2003-) pp. 1-16 - issn: 1476-9271 - wos: WOS:000510947400007 (18) - scopus: 2-s2.0-85077359910 (24)
11573/1448838 - 2020 -
(Hyper)graph kernels over simplicial complexes Martino, Alessio; Rizzi, Antonello - 01a Articolo in rivista
rivista: ENTROPY (Basel : MDPI, 1999-) pp. 1-20 - issn: 1099-4300 - wos: WOS:000582881800001 (6) - scopus: 2-s2.0-85092799229 (9)
11573/1327765 - 2019 -
Stochastic information granules extraction for graph embedding and classification Baldini, Luca; Martino, Alessio; Rizzi, Antonello - 04b Atto di convegno in volume
congresso: 11th International Joint Conference on Computational Intelligence, IJCCI 2019 (Vienna, Austria)
libro: IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence - ()
11573/1276972 - 2019 -
ANFIS microgrid energy management system synthesis by hyperplane clustering supported by neurofuzzy min–max classifier Leonori, Stefano; Martino, Alessio; Mascioli, Fabio Massimo Frattale; Rizzi, Antonello - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE (IEEE Computational Intelligence Society & IEEE Computer Society) pp. 193-204 - issn: 2471-285X - wos: WOS:000681781000003 (13) - scopus: 2-s2.0-85075331959 (14)
11573/1327846 - 2019 -
Calibration techniques for binary classification problems. A comparative analysis Martino, Alessio.; De Santis, Enrico.; Baldini, Luca; Rizzi, Antonello - 04b Atto di convegno in volume
congresso: 11th International Joint Conference on Computational Intelligence, IJCCI 2019 (Vienna; Austria)
libro: IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence - (978-989758384-1)
11573/1034835 - 2019 -
Data mining by evolving agents for clusters discovery and metric learning Martino, Alessio; Giampieri, Mauro; Luzi, Massimiliano; Rizzi, Antonello - 02a Capitolo o Articolo
libro: Neural Advances in Processing Nonlinear Dynamic Signals - ()
11573/1327850 - 2019 -
(Hyper)Graph embedding and classification via simplicial complexes Martino, Alessio; Giuliani, Alessandro; Rizzi, Antonello - 01a Articolo in rivista
rivista: ALGORITHMS (Molecular Diversity Preservation Int. (Basel, Switzerland)) pp. 223-243 - issn: 1999-4893 - wos: WOS:000500012900005 (22) - scopus: 2-s2.0-85075349256 (26)
Martino, Alessio; Giuliani, Alessandro; Rizzi, Antonello - 01a Articolo in rivista
rivista: ORGANISMS (Roma: Sapienza Università di Roma) pp. 8-10 - issn: 2532-5876 - wos: (0) - scopus: (0)
11573/1277072 - 2019 -
Efficient approaches for solving the large-scale k-medoids problem: Towards structured data Martino, Alessio; Rizzi, Antonello; Frattale Mascioli, Fabio Massimo - 02a Capitolo o Articolo
libro: Computational Intelligence - (978-3-030-16468-3; 978-3-030-16469-0)
11573/1458297 - 2019 -
Metodi (Multi)Kernel nel Dominio dei Grafi Rizzi, Antonello; Martino, Alessio - 04d Abstract in atti di convegno
congresso: XXXV Riunione Nazionale dei Ricercatori di Elettrotecnica (Viterbo; Italia)
libro: Memorie - XXXV Riunione Nazionale dei Ricercatori di Elettrotecnica - ()
11573/1458283 - 2019 -
Spazi di Embedding per la Classificazione di Grafi Rizzi, Antonello; Martino, Alessio; Giuliani, Alessandro - 04d Abstract in atti di convegno
congresso: XXXV Riunione Nazionale dei Ricercatori di Elettrotecnica (Viterbo; Italia)
libro: Memorie - XXXV Riunione Nazionale dei Ricercatori di Elettrotecnica - ()
11573/1339125 - 2019 -
A Clustering approach for profiling LoRaWAN IoT devices Valtorta, Jacopo Maria; Martino, Alessio; Cuomo, Francesca; Garlisi, Domenico - 04b Atto di convegno in volume
congresso: European conference on Ambient Intelligence (Rome; Italy)
libro: Ambient Intelligence. AmI 2019. - (978-3-030-34254-8; 978-3-030-34255-5)
11573/1202075 - 2018 -
Dissimilarity space representations and automatic feature selection for protein function prediction De Santis, Enrico; Martino, Alessio; Rizzi, Antonello; Mascioli, Fabio Massimo Frattale - 04b Atto di convegno in volume
congresso: International Joint Conference on Neural Networks (IJCNN) 2018 (Rio de Janeiro; Brazil)
libro: Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 - (978-1-5090-6014-6)
11573/1117744 - 2018 -
Granular computing techniques for bioinformatics pattern recognition problems in non-metric spaces Martino, Alessio; Giuliani, Alessandro; Rizzi, Antonello - 02a Capitolo o Articolo
libro: Studies in Computational Intelligence - (978-3-319-89628-1; 978-3-319-89629-8)
11573/1122005 - 2018 -
Distance matrix pre-caching and distributed computation of internal validation indices in k-medoids clustering Martino, Alessio; Rizzi, Antonello; Frattale Mascioli, Fabio Massimo - 04b Atto di convegno in volume
congresso: International Joint Conference on Neural Networks (IJCNN) 2018 (Rio De Janeiro; Brazil)
libro: Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 - ()
11573/1202073 - 2018 -
Supervised approaches for protein function prediction by topological data analysis Martino, Alessio; Rizzi, Antonello; Mascioli, Fabio Massimo Frattale - 04b Atto di convegno in volume
congresso: International Joint Conference on Neural Networks (IJCNN) 2018 (Rio de Janeiro; Brazil)
libro: Proc. of International Joint Conference on Neural Networks (IJCNN) 2018 - (978-1-5090-6014-6)
11573/1176626 - 2018 -
Pattern Recognition in spazi non-metrici: a biological case study Rizzi, Antonello; Martino, Alessio; Giuliani, Alessandro - 04d Abstract in atti di convegno
congresso: XXXIV Riunione Nazionale dei Ricercatori di Elettrotecnica (Roma)
libro: Memorie - XXXIV Riunione Nazionale dei Ricercatori di Elettrotecnica - ()
11573/1032499 - 2017 -
ANFIS synthesis by clustering for microgrids EMS design Leonori, Stefano; Martino, Alessio; Rizzi, Antonello; Frattale Mascioli, Fabio Massimo - 04b Atto di convegno in volume
congresso: 9th International Joint Conference on Computational Intelligence – IJCCI 2017 (Funchal, Madeira; Portugal)
libro: Proc. of 9th International Joint Conference on Computational Intelligence – IJCCI 2017 - (978-989-758-274-5)
11573/963470 - 2017 -
Supervised approaches for function prediction of proteins contact networks from topological structure information Martino, Alessio; Maiorino, Enrico; Giuliani, Alessandro; Giampieri, Mauro; Rizzi, Antonello - 02a Capitolo o Articolo
libro: Image Analysis: 20th Scandinavian Conference, SCIA 2017, Troms\o, Norway, June 12--14, 2017, Proceedings, Part I - (978-3-319-59126-1)
11573/1033136 - 2017 -
Efficient approaches for solving the large-scale k-medoids problem Martino, Alessio; Rizzi, Antonello; Frattale Mascioli, Fabio Massimo - 04b Atto di convegno in volume
congresso: 9th International Joint Conference on Computational Intelligence – IJCCI 2017 (Funchal, Madeira - Portugal)
libro: Proc. of 9th international joint conference on computational intelligence – IJCCI 2017 - (978-989-758-274-5)