Riccardo Bellazzi - researchr alias

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2011

2010

2009

Multivariate Time Series Classification with Temporal AbstractionsIyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht. flairs 2009:

Artificial intelligence in medicine AIME 07Riccardo Bellazzi, Ameen Abu-Hanna. artmed, 46(1):1-3, 2009. [doi]

A Methodology for the Extraction of Quantitative Risk Indexes from Medical Injuries Compensation ClaimsSimona Dalle Carbonare, Fulvia Folli, Emanuele Patrini, Riccardo Bellazzi. mie 2009: 595-599 [doi]

Temporal Data Mining of HIV Registries: Results from a 25 Years Follow-UpPaloma Chausa, CÃ©sar CÃ¡ceres, Lucia Sacchi, Agathe LeÃ³n, Felipe GarcÃa, Riccardo Bellazzi, Enrique J. GÃ³mez. aime 2009: 56-60 [doi]

Mining Administrative and Clinical Diabetes Data with Temporal Association RulesStefano Concaro, Lucia Sacchi, Carlo Cerra, Riccardo Bellazzi. mie 2009: 574-578 [doi]

Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical UseStefano Concaro, Lucia Sacchi, Carlo Cerra, Pietro Fratino, Riccardo Bellazzi. aime 2009: 16-25 [doi]

Phenotype forecasting with SNPs data through gene-based Bayesian networksAlberto Malovini, Angelo Nuzzo, Fulvia Ferrazzi, Annibale A. Puca, Riccardo Bellazzi. bmcbi, 10(S-2), 2009. [doi]

On Quality of Different Annotation Sources for Gene Expression AnalysisFrancesca Mulas, Tomaz Curk, Riccardo Bellazzi, Blaz Zupan. aime 2009: 421-425 [doi]

An Architecture for Automated Reasoning Systems for Genome-Wide StudiesAngelo Nuzzo, Alberto Riva, Mario Stefanelli, Riccardo Bellazzi. aime 2009: 426-430 [doi]

Phenotypic and genotypic data integration and exploration through a web-service architectureAngelo Nuzzo, Alberto Riva, Riccardo Bellazzi. bmcbi, 10(S-12):5, 2009. [doi]

The coming of age of artificial intelligence in medicineVimla L. Patel, Edward H. Shortliffe, Mario Stefanelli, Peter Szolovits, Michael R. Berthold, Riccardo Bellazzi, Ameen Abu-Hanna. artmed, 46(1):5-17, 2009. [doi]

2008

2007

A procedure to decompose high resolution mass spectraNicola Barbarini, Paolo Magni, Riccardo Bellazzi. bmcbi, 8(S-8), 2007. [doi]

Artificial Intelligence in Medicine, 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, ProceedingsRiccardo Bellazzi, Ameen Abu-Hanna, Jim Hunter, editors, Volume 4594 of Lecture Notes in Computer Science, Springer, 2007.

Towards knowledge-based gene expression data miningRiccardo Bellazzi, Blaz Zupan. jbi, 40(6):787-802, 2007. [doi]

Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networksFulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, Riccardo Bellazzi. bmcbi, 8(S-5), 2007. [doi]

Automatic Pedigree Reconstruction for Genetic Studies in Isolated PopulationsCristiana Larizza, I. Buetti, Giuseppe Milani, Angelo Nuzzo, Cinzia Sala, D. Toniolo, Riccardo Bellazzi. medinfo 2007: 1240-1244 [doi]

Assessing the Quality of Care for End Stage Renal Failure Patients by Means of Artificial Intelligence MethodologiesStefania Montani, Luigi Portinale, Riccardo Bellazzi, Cristiana Larizza, Roberto Bellazzi. In Hiro Yoshida, Ashlesha Jain, Ajita Ichalkaranje, Lakhmi C. Jain, Nikhil Ichalkaranje, editors, Advanced Computational Intelligence Paradigms in Healthcare - 1. Volume 48 of Studies in Computational Intelligence, pages 89-112, Springer, 2007. [doi]

A Dynamic Query System for Supporting Phenotype Mining in Genetic StudiesAngelo Nuzzo, Daniele Segagni, Giuseppe Milani, Carla Rognoni, Riccardo Bellazzi. medinfo 2007: 1275-1279 [doi]

Data mining with Temporal Abstractions: learning rules from time seriesLucia Sacchi, Cristiana Larizza, Carlo Combi, Riccardo Bellazzi. datamine, 15(2):217-247, 2007. [doi]

Precedence Temporal Networks to represent temporal relationships in gene expression dataLucia Sacchi, Cristiana Larizza, Paolo Magni, Riccardo Bellazzi. jbi, 40(6):761-774, 2007. [doi]

Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring dataMarion Verduijn, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol. artmed, 41(1):1-12, 2007. [doi]

2006

A proposed semantic framework for diabetes education content management, customisation and delivery within the M2DM projectM. N. Kamel Boulos, F. E. Harvey, Abdul V. Roudsari, Riccardo Bellazzi, M. Elena Hernando, T. Deutsch, Derek G. Cramp, Ewart R. Carson. cmpb, 83(3):188-197, 2006. [doi]

A hierarchical NaÃ¯ve Bayes Model for handling sample heterogeneity in classification problems: an application to tissue microarraysFrancesca Demichelis, Paolo Magni, Paolo Piergiorgi, Mark A. Rubin, Riccardo Bellazzi. bmcbi, 7:514, 2006. [doi]

Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated DataFulvia Ferrazzi, Paola Sebastiani, Isaac S. Kohane, Marco Ramoni, Riccardo Bellazzi. cbms 2006: 544-549 [doi]

Inferring gene expression networks via static and dynamic data integrationFulvia Ferrazzi, Paolo Magni, Lucia Sacchi, Riccardo Bellazzi. mie 2006: 119-124 [doi]

Case-based retrieval to support the treatment of end stage renal failure patientsStefania Montani, Luigi Portinale, Giorgio Leonardi, Riccardo Bellazzi, Roberto Bellazzi. artmed, 37(1):31-42, 2006. [doi]

Knowledge-based data analysis and interpretationBlaz Zupan, John H. Holmes, Riccardo Bellazzi. artmed, 37(3):163-165, 2006. [doi]

2005

Temporal data mining for the quality assessment of hemodialysis servicesRiccardo Bellazzi, Cristiana Larizza, Paolo Magni, Roberto Bellazzi. artmed, 34(1):25-39, 2005. [doi]

Case Retrieval with Time Series FeaturesStefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi. ia, 2(2):15-23, 2005.

Learning Rules with Complex Temporal Patterns in Biomedical DomainsLucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Riccardo Porreca, Paolo Magni. aime 2005: 23-32 [doi]

TA-clustering: Cluster analysis of gene expression profiles through Temporal AbstractionsLucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Tomaz Curk, Uros Petrovic, Blaz Zupan. ijmi, 74(7-8):505-517, 2005. [doi]

Precedence Temporal Networks from Gene Expression DataLucia Sacchi, Riccardo Bellazzi, Riccardo Porreca, Cristiana Larizza, Paolo Magni. cbms 2005: 109-114 [doi]

2004

RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored ParametersStefania Montani, Luigi Portinale, Riccardo Bellazzi, Giorgio Leonardi. ewcbr 2004: 659-672 [doi]

2003

Quality Assessment of Hemodialysis Services through Temporal Data MiningRiccardo Bellazzi, Cristiana Larizza, Paolo Magni, Roberto Bellazzi. aime 2003: 11-20 [doi]

Integrating model-based decision support in a multi-modal reasoning system for managing type 1 diabetic patientsStefania Montani, Paolo Magni, Riccardo Bellazzi, Cristiana Larizza, Abdul V. Roudsari, Ewart R. Carson. artmed, 29(1-2):131-151, 2003. [doi]

2002

A telemedicine support for diabetes management: the T-IDDM projectRiccardo Bellazzi, Cristiana Larizza, Stefania Montani, Alberto Riva, Mario Stefanelli, Giuseppe d Annunzio, R. Lorini, Enrique J. Gómez, M. Elena Hernando, Eulalia Brugués. cmpb, 69(2):147-161, 2002. [doi]

Supporting decisions in medical applications: the knowledge management perspectiveStefania Montani, Riccardo Bellazzi. ijmi, 68(1-3):79-90, 2002. [doi]

2001

Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular CarcinomaRiccardo Bellazzi, Ivano Azzini, Gianna Toffolo, Stefano Bacchetti, Mario Lise. aime 2001: 40-49 [doi]

Learning from biomedical time series through the integration of qualitative models and fuzzy systemsRiccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi. artmed, 21(1-3):215-220, 2001.

Web-based telemedicine systems for home-care: technical issues and experiencesRiccardo Bellazzi, Stefania Montani, Alberto Riva, Mario Stefanelli. cmpb, 64(3):175-187, 2001. [doi]

A Hybrid Input-Output Approach to Model Metabolic Systems: An Application to Intracellular Thiamine KineticsRiccardo Bellazzi, Raffaella Guglielmann, Liliana Ironi, Cesare Patrini. jbi, 34(4):221-248, 2001. [doi]

Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic PatientsStefania Montani, Paolo Magni, Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi. aime 2001: 121-130 [doi]

Cased-Based Reasoning for medical knowledge-based systemsRainer Schmidt, Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Lothar Gierl. ijmi, 64(2-3):355-367, 2001. [doi]

2000

1999

1998

Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy RevisionRiccardo Bellazzi, Stefania Montani, Luigi Portinale. ewcbr 1998: 64-75 [doi]

Temporal Abstractions for Interpreting Diabetic Patients Monitoring DataRiccardo Bellazzi, Cristiana Larizza, Alberto Riva. ida, 2(1-4):97-122, 1998. [doi]

Qualitative models and fuzzy systems: an integrated approach for learning from dataRiccardo Bellazzi, Liliana Ironi, Raffaella Guglielmann, Mario Stefanelli. artmed, 14(1-2):5-28, 1998.

Learning Bayesian networks probabilities from longitudinal dataRiccardo Bellazzi, Alberto Riva. tsmc, 28(5):629-636, 1998.

Bayesian Function Learning Using MCMC MethodsPaolo Magni, Riccardo Bellazzi, Giuseppe De Nicolao. pami, 20(12):1319-1331, 1998. [doi]

Using uncertainty management techniques in medical therapy planning: A decision-theoretic approachPaolo Magni, Riccardo Bellazzi, Franco Locatelli. drums 1998: 38-57 [doi]

A development environment for knowledge-based medical applications on the world-wide webAlberto Riva, Riccardo Bellazzi, Giordano Lanzola, Mario Stefanelli. artmed, 14(3):279-293, 1998.

1997

1996

Causal Probabilistic Networks for Dynamic ModelingRiccardo Bellazzi. ecai 1996: 471-475

Learning temporal probabilistic causal models from longitudinal dataAlberto Riva, Riccardo Bellazzi. artmed, 8(3):217-234, 1996.

1995

Adaptive controllers for intelligent monitoringRiccardo Bellazzi, C. Siviero, Mario Stefanelli, Giuseppe De Nicolao. artmed, 7(6):515-540, 1995.

High Level Control Strategies for Diabetes TherapyAlberto Riva, Riccardo Bellazzi. aime 1995: 185-196

1994

Reusable influence diagramsRiccardo Bellazzi, Silvana Quaglini. artmed, 6(6):483-500, 1994.

1991

Bayesian Networks Applied to Therapy MonitoringCarlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi. uai 1991: 35-43 [doi]