Foto del docente

Massimo Ferri

Professore Alma Mater

Alma Mater Studiorum - Università di Bologna

Professore a contratto a titolo gratuito

Dipartimento di Ingegneria Industriale

Pubblicazioni

Coordinamento del progetto: Applied and Computational Algebraic Topology (ACAT).

Ruolo editoriale nella rivista «Machine learning and Knowledge extraction»

Mattia Bergomi, Massimo Ferri, Lorenzo Zuffi, Topological graph persistence, «COMMUNICATIONS IN APPLIED AND INDUSTRIAL MATHEMATICS», 2020, 11, pp. 72 - 87 [articolo]

Angeli, Alessia; Ferri, Massimo; Monti Eleonora; Tomba, Ivan, Shortened persistent homology for a biomedical retrieval system with relevance feedback, in: Machine Learning and Knowledge Extraction, CD-MAKE 2018, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2018, LNCS 11015, pp. 282 - 292 (atti di: CD-MAKE 2018, Hamburg, 27-30/8/2018) [Contributo in Atti di convegno]

Angeli, Alessia, Ferri, Massimo, Tomba, Ivan, Symmetric functions for fast image retrieval with persistent homology, «MATHEMATICAL METHODS IN THE APPLIED SCIENCES», 2018, 41, pp. 9567 - 9577 [articolo]

Ferri, Massimo, Why Topology for Machine Learning and Knowledge Extraction?, «MACHINE LEARNING AND KNOWLEDGE EXTRACTION», 2018, 1, pp. 115 - 120 [articolo]

Ferri, Massimo; Tomba, Ivan; Visotti, Andrea; Stanganelli, Ignazio, A Feasibility Study for a Persistent Homology-Based k-Nearest Neighbor Search Algorithm in Melanoma Detection, «JOURNAL OF MATHEMATICAL IMAGING AND VISION», 2017, 57, pp. 324 - 339 [articolo]

Ferri, Massimo, Persistent Topology for Natural Data Analysis — A Survey, in: Towards Integrative Machine Learning and Knowledge Extraction, Cham, Springer, 2017, pp. 117 - 133 (LECTURE NOTES IN ARTIFICIAL INTELLIGENCE) [capitolo di libro]

Holzinger, A.; Goebel, R.; Ferri, Massimo; Palade, V., Towards Integrative Machine Learning and Knowledge Extraction, Cham, Springer, 2017, pp. 223 (LECTURE NOTES IN ARTIFICIAL INTELLIGENCE). [curatela]

Ferri, Massimo, Progress in persistence for shape analysis, in: Computational Topology in Image Context, 6th Int. Workshop CTIC 2016, Heidelberg, Springer, 2016, LNCS 9667, pp. 3 - 6 (atti di: CTIC 2016, Marseille, 15-17/6/2016) [atti di convegno-abstract]

Di Fabio, Barbara; Ferri, Massimo, Comparing persistence diagrams through complex vectors, in: Image Analysis and Processing - ICIAP 2015, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2015, 9279, pp. 294 - 305 (atti di: ICIAP 2015, Genova, 7-11/9/2015) [Contributo in Atti di convegno]

Niccolò, Cavazza; Massimo, Ferri; Claudia, Landi, Estimating multidimensional persistent homology through a finite sampling, «INTERNATIONAL JOURNAL OF COMPUTATIONAL GEOMETRY & APPLICATIONS», 2015, 25, pp. 187 - 205 [articolo]

Ferri, Massimo, The ACAT Project, in: Topics in Mathematics, Bologna, Bologna, U.M.I., 2015, pp. 65 - 73 [capitolo di libro]

Andreas Holzinger; Bernd Malle; Massimo Ferri; Ignazio Stanganelli; Rainer Hofmann-Wellenhof, On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process, in: Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, Heidelberg, Springer, 2014, pp. 57 - 80 (LECTURE NOTES IN COMPUTER SCIENCE) [capitolo di libro]

Massimo, Ferri; Patrizio, Frosini; Claudia, Landi, Special section on computational topology in image context, «COMPUTER VISION AND IMAGE UNDERSTANDING», 2014, 121, pp. 1 - 1 [articolo]