Foto del docente

Massimo Ferri


Department of Mathematics

Adjunct professor

Department of Industrial Engineering

Academic discipline: MAT/03 Geometry


Coordination of a Research Project: Applied and Computational Algebraic Topology (ACAT).

Ruolo editoriale nella rivista «Machine learning and Knowledge extraction»

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]

Andrea Cerri;Barbara Di Fabio;Massimo Ferri;Patrizio Frosini;Claudia Landi, Betti numbers in multidimensional persistent homology are stable functions, «MATHEMATICAL METHODS IN THE APPLIED SCIENCES», 2013, 36, pp. 1543 - 1557 [Scientific article]