978-0470846780. Giudici, Paolo (2009). Applied data mining for business and industry (2nd ed.). Chichester, U.K.: Wiley. ISBN 978-0470058862. Selected publications Giudici P., Green P.J., Decomposable graphical Gaussian model determination (1999) Biometrika, 86 (4), pp. 785 – 801, DOI: 10.1093/biomet/86.4.785 Giudici P., Castelo R., Improving Markov Chain Monte Carlo model search for data mining, (2003) Machine Learning, 50 (1-2), pp. 127 – 158, DOI: 10.1023/A:1020202028934 Brooks S.P., Giudici P., Roberts G.O., Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions, (2003) Journal of the Royal Statistical Society. Series B: Statistical Methodology, 65 (1), pp. 3 – 39. DOI: 10.1111/1467-9868.03711 Brooks S.P., Giudici P., Markov Chain Monte Carlo Convergence Assessment via Two-Way Analysis of Variance, (2000) Journal of Computational and Graphical Statistics, 9 (2), pp. 266 – 285, DOI: 10.1080/10618600.2000.10474880 Cornalba C., Giudici P., Statistical models for operational risk management, (2004) Physica A: Statistical Mechanics and its Applications, 338 (1-2 SPEC. ISS.), pp. 166 – 172, DOI: 10.1016/j.physa.2004.02.039 Giudici P., Passerone G., Data mining of association structures to model consumer behaviour, (2002) Computational Statistics and Data Analysis, 38 (4), pp. 533 – 541, DOI: 10.1016/S0167-9473(01)00077-9 Giudici P., Spelta A., Graphical Network Models for International Financial Flows, (2016) Journal of Business and Economic Statistics, 34 (1), pp. 128 – 138, DOI: 10.1080/07350015.2015.1017643 Giudici P., Abu-Hashish I., What determines bitcoin exchange prices? A network VAR approach, (2019) Finance Research Letters, 28, pp. 309 – 318, DOI: 10.1016/j.frl.2018.05.013 Bussmann N., Giudici P., Marinelli D., Papenbrock J., Explainable Machine Learning in Credit Risk Management, (2021) Computational Economics, 57 (1), pp. 203 – 216 References External links Living people Academic staff of the University of Pavia Data scientists Italian economists