Teaching books

Intelligenza Artificiale E Innovazione Digitale - Academic Year

Course IDCourseYearSitePartitionTeachersReference textsDate
MF0637INTELLIGENZA ARTIFICIALE, FINTECH E FINANZA IMPRENDITORIALE2VERCELLIBertolosi Cristina, Tenca Francesca19-04-2024 00:00:00
MF0638INTELLIGENZA ARTIFICIALE, FINTECH E FINANZA IMPRENDITORIALE: INTELLIGENZA ARTIFICIALE, FINTECH E FINANZA IMPRENDITORIALE: MODULO 12VERCELLIBertolosi CristinaPortfolio Theory: materials provided by the teacher and published on DIR. A useful reference textbook is C. Huang, R. H. Litzenberger. Foundations for Financial Economics. Prentice Hall. 1988 For the market risk part: Jorion P., (2007). Value at Risk, 3rd ed. Christoffersen, P., (2012). Elements of Financial Risk Management, Academic Press, 2nd edition. Additional materials provided by the teacher.18-12-2023 00:00:00
MF0639INTELLIGENZA ARTIFICIALE, FINTECH E FINANZA IMPRENDITORIALE: INTELLIGENZA ARTIFICIALE, FINTECH E FINANZA IMPRENDITORIALE: MODULO 22VERCELLITenca FrancescaThe instructor will make available scientific articles and working papers, slides and case studies to deepen specific topics of the course.23-06-2023 00:00:00
MF0650FILOSOFIA DELLA SCIENZA1VERCELLIBenzi MargheritaS. Okasha, Il mio primo libro di filosofia della scienza, Einaudi 2002 or other editions, chap.1-5. ( English edition: Philosophy of science: A very short introduction, OUP 2019) R. Campaner (ed.). La causalità tra filosofia e scienza Clueb 2012 or later editions, "Introduction," pp.1-56. One group( (a) or (b) or (c)) of readings of your choice from the following: (a) J. Pearl,The seven tools of causal inference, with reflections on machine learning. Communications of the ACM, 62(3) 2019, 54-60 (on DIR)+ J. Pearl, "Big data e algoritmi. Prospettive critiche. ," in R. Campaner, op. cit. pp. 262-268 (b) R. Kitchin, (2014). Big Data, new epistemologies and paradigm shifts. Big data & society, 1(1) +(on DIR). T. Numerico, Big data e algoritmi. Prospettive critiche. Carocci 2021, ch.2 (pp. 57-91). (c) E. Datteri, Filosofia delle scienze cognitive. Spiegazione, previsione, simulazione. Carocci 2012, pp. 47-71 and ch. 4.15-01-2024 00:00:00
MF0644SOCIOLOGIA DIGITALE2ALESSANDRIABalduzzi Giacomo15-01-2024 00:00:00
MF0612DIRITTO E SOCIETÀ DIGITALE1VERCELLIHeritier PaoloThe examination will cover the content of the lectures from the following texts: L. Damiano, P. Dumouchel, Vivere con i robot. Saggio sull'empatia artificiale, Cortina, Milano 2019; S. Zuboff, Il capitalismo della sorveglianza. Il futuro dell'umanità nell'era dei nuovi poteri, Luiss University press, 2019; P. Heritier, Lo schermo delle norme, in corso di pubblicazione; L. Fuller, A. Porciello, Il caso degli speleologi di Lon L. Fuller e alcuni nuovi punti di vista. Un approccio alla filosofia del diritto attraverso dieci pareri di fantasia, Rubbettino 2012, A. Garapon, J Lasségue, Le numérique contre le politique. Crise de l'espace et reconfiguration des médiations sociales, PUF, 2021. G. Sartor, Intelligenza Artificiale e diritto, Giappichelli, 2022: S. Tagliagambe, Metaverso e gemelli digitali. La nuova alleanza fra reti artificiali e naturali; Mondadori, 2022. Non attending students program: G. Sartor, Intelligenza Artificiale e diritto, Giappichelli, 2022: S. Tagliagambe, Metaverso e gemelli digitali. La nuova alleanza fra reti artificiali e naturali; Mondadori, 2022. L. Fuller, A. Porciello, Il caso degli speleologi di Lon L. Fuller e alcuni nuovi punti di vista. Un approccio alla filosofia del diritto attraverso dieci pareri di fantasia, Rubbettino 2012.09-10-2023 00:00:00
MF0611SISTEMA IMPRESA1VERCELLITurolla Andrea- Text in press - Material by the teachers04-10-2023 00:00:00
MF0628BIOLOGIA DEGLI AMBIENTI, EFFETTI UOMO AMBIENTE2VERCELLINasuelli Martina, Cavaletto Maria, Ceresa ChiaraSutherland W.J. (1996) Ecological census techniques. A handbook. Cambridge University Press, Cambridge UK. Forman R.T.T. (1997) Land mosaics. Cambridge University Press, Cambridge. Manuale operativo del software QGIS. Appling, Anthony-Cahill, Mathews. BIOCHIMICA Molecole e metabolismo – Pearson. Biochimica della Nutrizione - Pignatti - Ed. Esculapio 2022. Research article: Robinson, et al., An atlas of human metabolism. Sci. Signal. 13, eaaz1482 (2020) -BROCK Biology of microorganisms Madigan • Bender • Buckley • Sattley • Stahl -The Human Microbiota and Microbiome Edited by Julian R. Marchesi -Human Microbiome in Health and Disease. Part A and Part B Editors: Bhabatosh Das, Vijai Singh - Articoli scientifici - Materiale a cura del docente28-08-2023 00:00:00
MF0632BIOLOGIA DEGLI AMBIENTI, EFFETTI UOMO AMBIENTE: MODELLI MICROBIOLOGICI E GENETICI2VERCELLICeresa Chiara-BROCK Biology of microorganisms Madigan • Bender • Buckley • Sattley • Stahl -The Human Microbiota and Microbiome Edited by Julian R. Marchesi -Human Microbiome in Health and Disease. Part A and Part B Editors: Bhabatosh Das, Vijai Singh - Scientific articles - Materials by the lecturee18-12-2023 00:00:00
MF0629BIOLOGIA DEGLI AMBIENTI, EFFETTI UOMO AMBIENTE: APPLICAZIONI PER LA BIODIVERSITÀ2VERCELLINasuelli MartinaSutherland W.J. (1996) Ecological census techniques. A handbook. Cambridge University Press, Cambridge UK. Forman R.T.T. (1997) Land mosaics. Cambridge University Press, Cambridge. Manuale operativo del software QGIS.04-10-2023 00:00:00
MF0631BIOLOGIA DEGLI AMBIENTI, EFFETTI UOMO AMBIENTE: RETI METABOLICHE2VERCELLICavaletto MariaAppling, Anthony-Cahill, Mathews. BIOCHIMICA Molecole e metabolismo – Pearson Biochimica della Nutrizione - Pignatti - Ed. Esculapio 2022 Research article: Robinson, et al., An atlas of human metabolism. Sci. Signal. 13, eaaz1482 (2020)28-08-2023 00:00:00
MF0647VALUTAZIONE DELLE PRESTAZIONI E SIMULAZIONE2ALESSANDRIAFranceschinis Giuliana Annamaria, Cerotti DavideJ. Banks, J. S. Carson II, B. L. Nelson, David M. Nicol, Discrete-Event System Simulation , Fifth edition, Pearson Education 2010 K. Trivedi, A. Bobbio, "Reliability and Availability: Modeling, Analysis and Applications" - Cambridge University Press, 2017 Lecture notes or scientific publications to be downloaded from DIR 23-08-2023 00:00:00
MF0649STATISTICA COMPUTAZIONALE1VERCELLIBongiorno Enea Giuseppe- M. L. Rizzo (2019): Statistical Computing with R, Second Edition. Chapman & Hall, Boca Raton. - Lecture notes.29-07-2023 00:00:00
MF0652FONDAMENTI DI SISTEMI INTELLIGENTI1VERCELLIGiordano Laura, Terenziani Paolo, Theseider Dupre' DanieleArtificial Intelligence: a Moden Approach. Fourth Edition. Peter Norvig, Stuart Russel, PEARSON.11-07-2023 00:00:00
MF0653RAPPRESENTAZIONE DELLA CONOSCENZA E LOGICA COMPUTAZIONALE1ALESSANDRIAGiordano Laura, Theseider Dupre' DanieleS. Russell, P. Norvig. Artificial Intelligence: A Modern Approach (3rd edition), Prentice-Hall 2010. P. Hitzler, M. Krötzsch, S. Rudolph, Foundations of Semantic Web, CRC Press, 2010. K. Marriott, P. Stuckey, Programming with Constraints: an Introduction, MIT Press, 1998. M. Gebser, R. Kaminski, B. Kaufmann, and T. Schaub, Answer Set Solving in Practice, Morgan and Claypool, 2012.11-07-2023 00:00:00
MF0654CYBERSECURITY E INFORMATICA FORENSE2ALESSANDRIAAnglano Cosimo Filomeno1) W.Du, Computer Security: A Hands-on Approach, 3rd Edition, ISBN: 978-17330039-5-7 2) G. Johansen, Digital Forensics and Incident Response 3rd edition, Pack Publishing, 2022, ISBN 978-1803238678 3) A. Arnes, Digital Forensics, Wiley, 2017, ISBN 978-111926238130-06-2023 00:00:00
MF0610INTELLIGENZA ARTIFICIALE E SUPPORTO ALLE DECISIONI1VERCELLIPortinale LuigiS. Russell, P. Norvig. Artificial Intelligence: A Modern Approach (4th edition), Prentice-Hall.29-06-2023 00:00:00
MF0616APPRENDIMENTO AUTOMATICO E APPRENDIMENTO PROFONDO1ALESSANDRIAPortinale LuigiA. Geron: Hands-on Machine Learning with scikit-learn and Tensorflow,(2nd edition), O’Reilly, 2019; P. Flach, Machine Learning, Cambridge Univ. Press, 2012; I.H. Witten, E. Frank, M.A. Hall, C.J. Pal. Data Mining: Practical Machine Learning Tools (4th ed.), Morgan Kaufmann, 2016. I. Goodfellow, Y. Bengio, A. Courville. Deep Learning, MIT Press, 201629-06-2023 00:00:00
MF0651SISTEMI DISTRIBUITI E BIG DATA1ALESSANDRIAGiannini Paola, Canonico Massimo, Guazzone MarcoFor the first part, there is no specific reference textbook. The teaching material consists of scientific articles, technical documentation and other material provided by the lecturer. However, the following textbooks cover most of the topics covered in the first part of the course: * M. van Steen and A.S. Tanenbaum, "Distributed Systems, 4th ed.," 2023 (freely downloadable from the website: https://www.distributed-systems.net). * M. Kleppman, "Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems," O'Reilly, 2017. * J. S. Damji, B. Wenig, T. Das, and D. Lee, "Learning Spark: Lightning-Fast Data Analytics, 2/E," O'Reilly, 2020. For the second part, the textbook can be downloaded from here: https://iris.uniupo.it/handle/11579/140999. For the third part, there is no specific reference textbook. The teaching material consists of scientific articles, technical documentation and other material provided by the lecturer.28-06-2023 00:00:00
MF0609BASI DI DATI PER BUSINESS INTELLIGENCE1VERCELLIBottrighi Alessio, Leonardi GiorgioAtzeni, Ceri, Fraternali, Paraboschi, Torlone Basi di Dati: Modelli e Linguaggi di Interrogazione Mc Graw-Hill, quinta edizione, 2018 M. Golfarelli, S. Rizzi: “Data Warehose”, McGraw-Hill, Milano A. Ploetz, D. Kandhare, S. Kadambi, X. Wu, Seven NoSQL Databases in a Week, Packt Publishing Limited, 2018 23-06-2023 00:00:00
MF0646SUPPORTO ALLA DECISIONE CLINICA E BIOINFORMATICA2ALESSANDRIATerenziani Paolo, Montani Stefania, Pennisi Marzio AlfioZ. Michalewicz et al., Adaptive Business Intelligence, Springer. Robert Greenes. Clinical Decision Support. The Road to Broad Adoption 2nd Edition – 2014. ISBN: 9780128100240 Hiroshi Mamitsuka: Textbook of Machine Learning and Data Mining: with Bioinformatics Applications. ISBN-13: 978-4991044502 Pierre Baldi & Soren Brunak: Bioinformatics: The Machine Learning Approach, Second Edition.: Mit Press, 2001 Philip Compeau & Pavel Pevzner: Bioinformatics Algorithms. An active Learning Approach. Volumi I e II. Active Learning Publishers. 201823-06-2023 00:00:00
MF0655CALCOLABILITÀ E COMPLESSITÀ2ALESSANDRIAEgidi LaviniaMain text: Thomas A. Sudkamp, Languages and Machines, Pearson International Edition, 2006. For some (few parts): C. Papadimitriou, Computational Complexity, Addison-Wesley, 1994. Reference on NP-completeness: Garey-Johnson, Computers and Intractability, Freeman, 1979. Additional material is provided on the course's online site. 15-06-2023 00:00:00
MF0643DEMOCRAZIA DIGITALE2ALESSANDRIAQuirico StefanoPart I: S. Petrucciani, Democrazia, Torino, Einaudi, 2014 Parte II: M. Calise e F. Musella, Il Principe digitale, Roma-Bari, Laterza, 2019; G. Balbi, L’ultima ideologia. Breve storia della rivoluzione digitale, Roma-Bari, Laterza, 2022; N. Cristianini, La scorciatoia. Come le macchine sono diventate intelligenti senza pensare in modo umano, Bologna, Il Mulino, 2023.14-06-2023 00:00:00
MF0613DATA MINING PER DATI SPERIMENTALI1VERCELLIPiovesan Luca, Giobergia Flavio Bishop, C., Pattern Recognition and Machine Learning, Springer Goodfellow et al., Deep Learning, MIT Press 13-06-2023 00:00:00
MF0648INFORMATION RETRIEVAL INTELLIGENTE2ALESSANDRIARuffo Giancarlo Francesco[ir] C. D. Manning, P. Raghavan and H. Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008 [ns] F. Menczer, S. Fortunato & C. Davis, A First Course in Network Science, Cambridge University Press. 2020 Additional material provided by the teacher 13-06-2023 00:00:00
MF0614ARCHITETTURE COMPUTAZIONALI, RETI E SICUREZZA1VERCELLIArdito Luca, Fulcini TommasoINFORMATICA DI BASE 7/ED di Dennis Curtin, Kim Foley, Kunal Sen, Cathy Morin, Agostino Marengo, Alessandro Pagano McGraw-Hill Reti di calcolatori e Internet, Un approccio top-down James F. Kurose, Keith W. Ross Pearson Charles Pfleeger & Shari Lawrence Pfleeger & Lizzie Coles-Kemp Security in Computing, 6th Edition Addison-Wesley Professional01-06-2023 00:00:00
MF0617METODI BIOSTATICI ED EPIDEMIOLOGICI APPLICATI ALLA CLINICA E ALLA SANITÀ PUBBLICA GLOBALE2VERCELLISacerdote Carlotta, Faggiano Fabrizio, Barizzone Nadia28-02-2023 00:00:00
MF0621METODI BIOSTATICI ED EPIDEMIOLOGICI APPLICATI ALLA CLINICA E ALLA SANITÀ PUBBLICA GLOBALE: METODI BIOSTATICI ED EPIDEMOLOGICI APPLICATI ALLA CLINICA E ALLA SANITÀ PUBBLICA GLOBALE: SCIENZE OMICHE MOLECOLARI2VERCELLIBarizzone Nadia.13-03-2024 00:00:00
MF0619METODI BIOSTATICI ED EPIDEMIOLOGICI APPLICATI ALLA CLINICA E ALLA SANITÀ PUBBLICA GLOBALE: BIOSTATISTICA ED EPIDEMIOLOGIA2VERCELLISacerdote Carlotta12-12-2023 00:00:00
MF0620METODI BIOSTATICI ED EPIDEMIOLOGICI APPLICATI ALLA CLINICA E ALLA SANITÀ PUBBLICA GLOBALE: METODI BIOSTATICI ED EPIDEMOLOGICI APPLICATI ALLA CLINICA E ALLA SANITÀ PUBBLICA GLOBALE: EVIDENCE BASED MEDICINE E ANALISI DELLE DECISIONI CLINICHE2VERCELLIFaggiano FabrizioHaynes, Straus, Glasziou, Richardson. Evidence-based medicine: Come praticare e insegnare la medicina basata sulle prove di efficacia. Il Pensiero Scientifico Editore. Materials shared in DIR Suggested textbook: Evidence-based medicine. Come praticare e insegnare la medicina basata sulle prove di efficacia di Sharon E. Strauss, Walter Scott, e al. Il Pensiero Scientifico07-12-2023 00:00:00
MF0623MULTI-OMICA APPLICATA E STRUMENTAZIONE BIOMEDICALE2VERCELLIDanani Andrea, Chiocchetti Annalisa, Raineri Davide, Carriero Alessandro, Distasi Carla, Ferrero Enrico28-02-2023 00:00:00
MF0625MULTI-OMICA APPLICATA E STRUMENTAZIONE BIOMEDICALE: CITOMICA2VERCELLIChiocchetti Annalisa, Raineri Davidenone 25-09-2024 00:00:00
MF0624MULTI-OMICA APPLICATA E STRUMENTAZIONE BIOMEDICALE: BIOINFORMATICA STRUTTURALE E MODELLISTICA MOLECOLARE2VERCELLIDanani AndreaSlides of the lectures. Textbook related to specific arguments treated in the lectures are mentioned inside the slides15-03-2024 00:00:00
MF0627MULTI-OMICA APPLICATA E STRUMENTAZIONE BIOMEDICALE: BIOINFORMATICA DELLE RETI NEURALI2VERCELLIDistasi Carla, Ferrero EnricoNeuroscienze di Dale Purves, George J Augustine, David Fitzpatrick, William C. Hall, Anthony-Samuel Lamantia, Leonard E. White. Zanichelli, Last edition. Additional learning materials provided by the teachers.24-07-2023 00:00:00
MF0626MULTI-OMICA APPLICATA E STRUMENTAZIONE BIOMEDICALE: RADIOMICA2VERCELLICarriero AlessandroRadiomics and Radiogenomics: Technical Basis and Clinical Applications (Imaging in Medical Diagnosis and Therapy) 1st Edition By Ruijiang Li, Lei Xing, Sandy Napel, Daniel L. Rubin ISBN 9780815375852 Published June 28, 2019 by Chapman and Hall/CRC19-06-2023 00:00:00
MF0640INTELLIGENZA ARTIFICIALE E STRATEGIA DI IMPRESA2VERCELLIBertolosi Cristina, Rossi Paolo28-02-2023 00:00:00
MF0642INTELLIGENZA ARTIFICIALE E STRATEGIA DI IMPRESA: INTELLIGENZA ARTIFICIALE E STRATEGIA DI IMPRESA: MODULO 22VERCELLIRossi PaoloDe Baggis M., Puliafito A (2023), In the beginning it was ChatGPT: Artificial intelligence for texts, images, videos and what will come , Apogeo. Penco L., Profumo G. (2023), Corporate strategies and governance. Writings in honor of Pietro Genco , Giappichelli. Ferilli S et al. (2021) Artificial intelligence for sustainable development , CNR Edizioni. Further possibilities for further study will be indicated during the first lesson14-03-2024 00:00:00
MF0641INTELLIGENZA ARTIFICIALE E STRATEGIA DI IMPRESA: INTELLIGENZA ARTIFICIALE E STRATEGIA DI IMPRESA: MODULO 12VERCELLIBertolosi CristinaRequired reading: Hull, J. C., Options, Futures and other derivatives. Italian edition by Emilio Barone. XI ed., Pearson Education. Suggested readings: Glasserman, P. (2004) Monte Carlo Methods in Financial Engineering. In: Stochastic Modelling and Applied Probability, Springer-Verlag, New York. Guthrie, Graeme, 2009. "Real Options in Theory and Practice", OUP Catalogue, Oxford University Press. Brandimarte,Paolo, From Shortest Paths to Reinforcement Learning: A MATLAB-Based Tutorial on Dynamic Programming. 2021, Springer International Publishing Additional materials will be published on the Moodle (DIR) page of the course by the teacher.18-12-2023 00:00:00
MF0633INTELLIGENZA ARTIFICIALE E MARKETING2VERCELLIGoia Aldo, Strazzari Nicola28-02-2023 00:00:00
MF0636INTELLIGENZA ARTIFICIALE E MARKETING: INTELLIGENZA ARTIFICIALE E MARKETING: MODULO 22VERCELLIStrazzari Nicola"Advanced Analytics e Artificial Intelligence per il marketing", edizione Pearson di Sergio Suriano, Nico Di Domenica, Marco Fusi, Luigi Capone14-03-2024 00:00:00
MF0634INTELLIGENZA ARTIFICIALE E MARKETING: INTELLIGENZA ARTIFICIALE E MARKETING: MODULO 12VERCELLIGoia AldoSome selected chapters in: G. James, D. Witten, T. Hastie, R. Tibshirani (2013). An Introduction to Statistical Learning with Applications in R, Springer.03-07-2023 00:00:00
MF0645GIUSTIZIA DIGITALE2ALESSANDRIAQuattrocolo Serena28-02-2023 00:00:00
Data synched: 17/10/2025, 14:17