Foto del docente

Massimo Ferri

Alma Mater Honorary Professor

Alma Mater Studiorum - Università di Bologna

Adjunct professor

Department of Industrial Engineering


Coordination of a Research Project: 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 [Scientific article]

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, 2018, LNCS 11015, pp. 282 - 292 (atti di: CD-MAKE 2018, Hamburg, 27-30/8/2018) [Contribution to conference proceedings]

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 [Scientific article]

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

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 [Scientific article]

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) [Chapter or essay]

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). [Editorship]

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) [Abstract]

Di Fabio, Barbara; Ferri, Massimo, Comparing persistence diagrams through complex vectors, in: Image Analysis and Processing - ICIAP 2015, Springer, 2015, 9279, pp. 294 - 305 (atti di: ICIAP 2015, Genova, 7-11/9/2015) [Contribution to conference proceedings]

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 [Scientific article]

Ferri, Massimo, The ACAT Project, in: Topics in Mathematics, Bologna, Bologna, U.M.I., 2015, pp. 65 - 73 [Chapter or essay]

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) [Chapter or essay]

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