Publications by Stefania Montani
International Journals
- A-31 S. Montani, G. Leonardi, A. Bottrighi, L. Portinale, P.
Terenziani, Supporting flexible, efficient and user-interpretable
retrieval of similar time series, IEEE
Transactions on Knowledge and Data Engineering 2012 (accepted for
publication)
- A-30 L. Anselma, A. Bottrighi, S. Montani, P. Terenziani,
Extending BCDM to cope with proposals and evaluations of updates, IEEE
Transactions on Knowledge and Data Engineering 2011 (accepted for
publication)
- A-29 P. Bonfante, F. Cordero, S. Ghignone , D. Ienco, L.
Lanfranco, G. Leonardi, R. Meo, S. Montani, L. Roversi, A. Visconti, A
Modular Database Architecture Enabled to Comparative Sequence Analysis,
LNCS journal Transactions on Large-Scale Data and Knowledge-Centered
Systems, Elsevier, (2011) 124–147
- A-28 L. Anselma, A. Bottrighi,G. Molino, S. Montani, P.
Terenziani, M. Torchio, Supporting knowledge-based decision making in
the medical context: the GLARE approach, International Journal of
Knowledge-Based Organizations 1 (2011) 42-60
- A-27 S. Montani, How to use contextual knowledge in medical
case-based reasoning systems: a survey on very recent trends,
Artificial Intelligence in Medicine 51 (2011) 125-131
- A-26 D. Codetta-Raiteri, A. Bobbio, S. Montani, L.
Portinale, A dynamic Bayesian network based framework to evaluate
cascading effects in a power grid, Engineering Applications of
Artificial Intelligence 25 (2012) 683-697 (published online in 2010)
- A-25 A. Bottrighi, L. Giordano, G. Molino, S. Montani, P.
Terenziani, M. Torchio, Adopting model checking techniques for clinical
guidelines verification, Artificial Intelligence in Medicine 48
(2010) 1-19
- A-24 L. Portinale, D. Codetta-Raiteri, S. Montani, Supporting
reliability engineers in exploiting the power of dynamic Bayesian
networks, International Journal of Approximate Reasoning 51
(2010) 179-195
- A-23 L. Anselma, S. Montani, P. Terenziani, An intensional
approach to qualitative and quantitative periodicity-dependent
temporal constraint, International Journal of Intelligent Systems 24(8)
(2009) 902-918
- A-22 S. Montani, Prototype-based management of business process
exception cases, Applied Intelligence 33 (2010) 278-290 (published
online in 2009)
- A-21 S. Montani, A. Bottrighi, G. Leonardi, L. Portinale, A
CBR-based, closed loop architecture for Temporal Abstractions
configuration, Computational Intelligence 25(3) (2009) 235-249
- A-20 S. Montani, Case-based Reasoning for managing noncompliance
with clinical guidelines, Computational Intelligence 25(3) (2009)
196-213
- A-19 S. Montani, Exploring new roles for case-based reasoning in
heterogeneous AI systems for medical decision support, Applied
Intelligence 28(3) (2008) 275-285
- A-18 S. Montani, C.Anglano, Achieving self-healing in service
delivery software systems by means of Case-Based
Reasoning, Applied Intelligence 28(2) (2008) 139-152
- A-17 S. Montani, L. Portinale, A. Bobbio, D. Codetta-Raiteri,
RADYBAN: a tool for reliability analysis of dynamic fault trees through
conversion into dynamic bayesian networks, Reliability Engineering and
System Safety 93 (2008) 922-932
- A-16 S. Montani, L. Portinale, Accounting for the temporal
dimension in case-based retrieval: a framework for medical
applications, Computational Intelligence 22 (2006) 208-223
- A-15 S. Montani, P. Terenziani, Exploiting decision theory
concepts within clinical guideline systems: toward a general approach,
International Journal of
Intelligent Systems 21 (2006) 585-599
- A-14 L.Anselma, P. Terenziani, S. Montani, A. Bottrighi, Towards
a comprehensive treatment of repetitions, periodicity and temporal
constraints in clinical guidelines, Artificial Intelligence in Medicine
38(2006) 171-195
- A-13 S. Montani, L. Portinale, G. Leonardi, R. Bellazzi, R.
Bellazzi, Case-based retrieval to support the treatment of end stage
renal failure patients, Artificial Intelligence in Medicine 37
(2006) 31-42
- A-12 S. Montani, P.Magni, R. Bellazzi, C. Larizza, A.V.
Roudsari, E.R. Carson, Integrating model-based decision support in a
multi-modal reasoning system for managing type 1 diabetic patients,
Artificial Intelligence in Medicine 29 (2003) 131-151
- A-11 L. Portinale, S. Montani, R. Bellazzi, A fuzzy approach to
case retrieval through fuzzy extensions of SQL, International Journal
on Engineering Intelligent Systems 10(3) (2002) 159-171
- A-10 S. Montani, R. Bellazzi, Supporting decisions in medical
applications: the knowledge management perspective, International
Journal of Medical Informatics 68(1-3) (2002) 79-90
- A-9 R. Bellazzi, C. Larizza, S. Montani, et al., A telemedicine
support for diabetes management: the T-IDDM project, Computer Methods
and Programs in Biomedicine 69 (2002) 147-161
- A-8 S. Montani, R. Bellazzi, S. Quaglini, G. d'Annunzio,
Meta-analysis of the effect of the use of computer-based systems on the
metabolic control of patients with diabetes mellitus, Diabetes
Technology and Therapeutics 3(3) (2001) 347-356
- A-7 R. Schmidt, S. Montani, R. Bellazzi, L. Portinale, L. Gierl,
Case-based reasoning for medical knowledge-based systems, International
Journal of Medical Informatics 64(2-3) (2001) 355-367
- A-6 R. Bellazzi, S. Montani, A. Riva and M. Stefanelli,
Web-based telemedicine systems for home-care: technical and
methodological issues, Computer Methods and Programs in Biomedicine
64(3) (2001) 175-187
- A-5 R. Bellazzi, S. Montani, Building telemedicine systems for
supporting decisions in diabetes care: a report from a running
experience, Diabetes Technology and Therapeutics 2(4) (2000)
577-582
- A-4 S. Montani, R. Bellazzi, L. Portinale, M. Stefanelli, A
multi-modal reasoning methodology for managing IDDM patients,
International Journal of Medical Informatics 58-59 (2000) 243-256
- A-3 R. Bellazzi, C. Larizza, P. Magni, S. Montani and M.
Stefanelli, Intelligent analysis of clinical time series: an
application in the diabetes mellitus domain, Artificial Intelligence in
Medicine Journal 20 (2000) 37-57
- A-2 S. Montani, R. Bellazzi, L. Portinale, G. d'Annunzio, S.
Fiocchi, M. Stefanelli, Diabetic patients management exploiting
case-based reasoning techniques, Computer Methods and Programs in
Biomedicine 62 (2000) 205-218
- A-1 S. Montani, R. Bellazzi, C. Larizza, A. Riva, G. d'Annunzio,
S. Fiocchi, R. Lorini and M. Stefanelli, Protocol-based reasoning in
diabetic patient management, International Journal of Medical
Informatics 53 (1999) 61-77
Book Chapters (in
bold if published in Springer Lecture Notes)
- B-10 S. Montani, L. Jain, Innovations in Case-Based Reasoning
Applications, in S. Montani, L. Jain eds., Successful Case-Based
Reasoning Applications, SCI 305, Springer, Berlin 2010, pp. 1-5
- B-9 F. Cordero, S. Ghignone, L. Lanfranco, G. Leonardi, R. Meo,
S. Montani, L. Roversi, BIOBITS A study on Candidatus Glomeribacter
gigasporarum with a data warehouse, in C. Plant, C. Bohm eds., Database
Technology for Life Sciences and Medicine, World Scientific, Singapore,
2010
- B-8 S. Montani, Providing case-based retrieval as a decision
support strategy in time dependent medical domains, in I. Bichindaritz,
L. Jain eds., Computational Intelligence in Health Care 4, SCI 309,
Springer, Berlin 2010, pp. 211-228
- B-7 A. Bottrighi, F.Chesani, P. Mello, M. Montali, S. Montani,
S. Storari, P. Terenziani, Analysis of the GLARE and GPROVE approaches
to Clinical Guidelines, in D. Riano, A. Ten Teije, S.
Miksch, M. Peleg eds., Knowledge Representation for
Health Care, LNAI 6512, Springer,
Berlin, 2010, pp. 76-87
- B-6 L. Anselma, S. Montani, Planning: Supporting and Optimizing
Clinical Guidelines Execution, in A. Ten Teije, S. Miksch, P. Lucas,
Computer-based medical guidelines and protocols: A primer and current
trends, IOS Press, Amsterdam, 2008, pp. 101-120
- B-5 P.Terenziani, S.
Montani, A. Bottrighi, G. Molino, M. Torchio, Applying
Artificial Intelligence to Clinical Guidelines: the GLARE Approach, in
A. Ten Teije, S. Miksch, P. Lucas, Computer-based medical
guidelines and protocols: A primer and current trends, IOS Press,
Amsterdam, 2008, pp. 273-282
- B-4 A. Bobbio, D. Codetta-Raiteri, S. Montani, L. Portinale,
Reliability analysis of systems with dynamic dependencies, in O.
Pourret, P. Naim, B.G.
Marcot, Bayesian Belief Networks: a Practical Guide to Applications,
Wiley, Chichester, 2008, pp. 225-238
- B-3 S. Montani, L. Portinale, R. Bellazzi, C. Larizza, R.
Bellazzi, Assessing the quality of care for end stage renal failure
patients by means of artificial intelligence methodologies, in H.
Yoshida, A. Jain, A. Ichalkaranje, L. Jain, N. Ichalkaranje eds.,
Advanced Computational Intelligence Paradigms in Healthcare, Springer,
Berlin, 2007, pp. 89-112
- B-2 L. Portinale, A. Bobbio, S. Montani, From artificial
intelligence to dependability: modeling and analysis with bayesian
networks, in A.Wilson, N. Limnios, S. Keller-McNulty, Y. Armijo,
Modern Statistical and Mathematical Methods in Reliability, World
Scientific, London, 2005, pp. 365-382
- B-1 S. Montani, R. Bellazzi, The evolution of decision
support systems in healthcare, in G. Tonfoni, L. Jain, eds.,
Innovations in
Decision Support Systems, Advanced Knowledge International, Adelaide,
2003, pp. 241-281
International refereed conferences (in
bold
if published in Springer Lecture Notes)
- C-94 S. Montani, G. Leonardi, S. Ghignone, L. Lanfranco,
Flexible
and interactive retrieval for supporting in-silico studies
of endobacteria, Proc. IEEE International
Conference on Tools with Artificial Intelligent (ICTAI) 2011, Boca
Raton,
November 2011, IEEE Computer Society, Los Alamitos
- C-93 S. Montani, G. Leonardi, S. Ghignone, L. Lanfranco, Flexible
and interactive retrieval for supporting comparative genomics studies
on endobacteria, Proc. Workshop on Human-centered Case-Based Reasoning,
International Conference on Case-Based Reasoning (ICCBR), London,
September 2011
- C-92 S. Montani, G. Leonardi, M. Lo Vetere, Case Retrieval and
Clustering for Business Process Monitoring, Proc. Workshop on
Process-oriented Case-Based Reasoning, International Conference on
Case-Based Reasoning (ICCBR), London, September 2011
- C-91 A. Bottrighi, F. Chesani, P. Mello, M. Montali, S. Montani,
P. Terenziani, Conformance Checking of Executed Clinical Guidelines in
presence of Basic Medical Knowledge, Proc. Convegno Italiano di Logica
Computazionale (CILC), Pescara, August 2011
- C-90 A. Bottrighi, F. Chesani, P.
Mello, M. Montali, S. Montani,
P.
Terenziani, Conformance Checking of Executed Clinical
Guidelines in presence of Basic Medical Knowledge, Workshop on
Process-oriented Information Systems in Healthcare, International
Conference on Business Process Management (BPM), Clermont-Ferrand,
August 2011, LNBIP 100, Springer, Berlin, 200-211
- C-89 S. Montani, Case-based decision support in time dependent
medical domains, World Computer Congress - International Federation for
Information Processing (IFIP) 2010, AI Stream, Brisbane, September
2010, M. Bramer ed., IFIP-AICT 331, Springer, Berlin, 238-242
- C-88 S. Montani, G. Leonardi, S. Ghignone, L. Lanfranco,
Flexible genome retrieval for supporting in-silico studies of
endobacteria-AMFs, World Computer Congress - International Federation
for Information Processing (IFIP) 2010, Treat-IT Stream, Brisbane,
September 2010, H. Takeda ed.,
IFIP-AICT 335, Springer, Berlin, 138-147
- C-87 S. Montani, G. Leonardi, A Case-based Approach to Business
Process Monitoring, World Computer Congress - International Federation
for Information Processing (IFIP) 2010, AI Stream, Brisbane, September
2010, M. Bramer ed., IFIP-AICT 331, Springer, Berlin, 101-110
- C-86 A. Bottrighi, M. Torchio, S. Montani, G.
Molino, P. Terenziani, Supporting human interaction and human
resources coordination in distributed clinical guidelines, Proc.
Medinfo (World Congress for Health Informatics) 2010, Cape Town,
September 2010, C. Safran et al. eds., IOS Press,
Amsterdam, 319-323
- C-85 P. Terenziani, M. Torchio, S. Femiano, A. Bottrighi, G.
Molino, S. Montani, Towards an integration of workflows and clinical
guidelines: a case study, Proc. Medinfo (World Congress for Health
Informatics) 2010, Cape Town, September 2010, C. Safran et al. eds.,
IOS Press, Amsterdam
- C-84 A. Bottrighi, G. Leonardi, S. Montani, L. Portinale, P.
Terenziani, Intelligent data interpretation and case base exploration
through Temporal Abstractions, Proc. International Conference on
Case-Based Reasoning (ICCBR) 2010, LNCS 6176, I. Bichindaritz, S.
Montani eds., Springer, Berlin, 36-50
- C-83 A. Bottrighi, G. Leonardi, S. Montani, L. Portinale,
Extending the JColibri open source architecture for managing
high-dimensional data and large case bases, Proc. IEEE International
Conference on Tools with Artificial Intelligent (ICTAI) 2009, Newark,
November 2009, IEEE Computer Society, Los Alamitos
- C-82 A. Bottrighi, F.Chesani, P. Mello, M. Montali, S. Montani,
S. Storari, P. Terenziani, Analysis of the GLARE and GPROVE approaches
to Clinical Guidelines, Proc. KR4HC-workshop, European Conference on
Artificial Intelligence in Medicine (AIME) 2009, Verona, July 2009
- C-81 S. Montani, A. Bottrighi, G. Leonardi, L. Portinale, P.
Terenziani, Multi-level abstractions and multi-dimensional retrieval of
cases with time series features, Proc. International Conference on
Case-Based Reasoning (ICCBR) 2009, Seattle, July 2009, Lecture Notes in
Artificial Intelligence 5650, L. McGinty and D. Wilson eds., Springer,
Berlin, 225-239
- C-80 M. Beccuti, A. Bottrighi, G. Franceschinis, S. Montani,
P. Terenziani, Modeling clinical guidelines
through Petri Nets, Proc. European Conference on Artificial
Intelligence in Medicine (AIME) 2009, Verona, July 2009, Lecture Notes
in Artificial Intelligence 5651, C. Combi, Y. Shahar and A. Abu-Hanna
eds., Springer, Berlin, 61-70
- C-79 A. Bottrighi, F. Chesani, P. Mello, G. Molino, M.
Montali, S. Montani, S. Storari, P. Terenziani, and M. Torchio, A
hybrid approach to clinical guideline and to
basic medical knowledge conformance, Proc. European Conference on
Artificial Intelligence in Medicine (AIME) 2009, Verona, July 2009,
Lecture Notes in Artificial Intelligence 5651, C. Combi, Y. Shahar and
A. Abu-Hanna eds., Springer, Berlin
- C-78 A. Bobbio, D. Codetta-Raiteri, S. Montani, L. Portinale,
Modeling cascading failure Propagation via dynamic Bayesian networks,
Dependable Control of Discrete Systems (DCDS) 2009, Bari, June 2009,
International Federation of Automatic Control (IFAC) On-line Publishing
(ISSN: 1474-6670)
- C-77 L. Portinale, S. Montani, A fuzzy logic approach to case
matching and retrieval suitable to SQL
implementation, Proc. IEEE International Conference on Tools
with Artificial Intelligent (ICTAI) 2008, Dayton, November 2008,
IEEE Computer Society, Los Alamitos
- C-76 S. Montani, How to use contextual knowledge in medical CBR
systems: a survey on very recent trends, Proc. Case-Based Reasoning in
the Health Sciences Workshop, European Conference on Case Based
Reasoning (ECCBR), Trier, September 2008
- C-75 G. Leonardi, A. Bottrighi, S. Montani and L. Portinale,
Semi-automatic configuration of temporal
abstractions of time series data using CBR, Proc. Case Based
Reasoning for Multimedia Data Workshop, Industrial Conference on Data
Mining 2008, Leipzig, July 2008
- C-74 S. Montani, Case-based Reasoning for managing non-compliance
with clinical guidelines, Proc. Case-Based Reasoning in the Health
Sciences Workshop, International Conference on Case Based Reasoning
(ICCBR), Belfast, August 2007
- C-73G. Leonardi, A. Bottrighi,
S. Montani and L. Portinale, CBR for temporal abstractions
configuration in haemodyalisis, Proc. Case-Based Reasoning in the
Health Sciences Workshop, International Conference on Case Based
Reasoning (ICCBR), Belfast, August 2007
- C-72 L. Portinale, A. Bobbio, D. Codetta-Raiteri, S. Montani,
Compiling Dynamic Fault
Trees into Dynamic Bayesian Networks: the RADYBAN Tool,
Proc. UAI Bayesian Modeling Application Workshop, Vancouver, August 2007
- C-71 P. Terenziani, L. Anselma, A. Bottrighi, L. Giordano, S.
Montani, Automatic checking of the correctness of clinical guidelines
in GLARE, Proc. Medinfo (World Congress for Health Informatics) 2007,
Brisbane, August 2007, K.A. Kuhn, J.R. Warren and T.-Y.
Leong eds., IOS Press, Amsterdam, 807-811
- C-70 G.
Molino, P. Terenziani, L. Anselma, A. Bottrighi, M. Torchio, S.
Montani, Advantages of computer-based approaches to clinical
guidelines: the case of the GLARE approach , Proc. Medinfo (World
Congress for Health Informatics) 2007, Brisbane, August 2007, K.A.
Kuhn, J.R. Warren and T.-Y. Leong eds., IOS Press, Amsterdam
- C-69 S. Montani, P. Terenziani, A. Bottrighi, Supporting therapy
selection in computerized clinical guidelines by means of Decision
Theory, Proc. Medinfo (World Congress for Health Informatics) 2007,
Brisbane, August 2007, K.A. Kuhn, J.R. Warren and T.-Y. Leong eds., IOS
Press, Amsterdam, 855-859
- C-68 L. Giordano, A. Bottrighi, S. Montani, P. Terenziani,
Applying AI model-checking techniques to clinical guidelines, Proc.
Medinfo (World Congress for Health Informatics) 2007, Brisbane, August
2007, K.A. Kuhn, J.R. Warren and T.-Y. Leong eds., IOS Press,
Amsterdam
- C-67 L. Anselma, P. Terenziani, S. Montani, A. Bottrighi,
Automatic treatment of temporal issues in clinical guidelines in the
GLARE system, Proc. Medinfo (World Congress for Health Informatics)
2007, Brisbane, August 2007, K.A. Kuhn, J.R. Warren and T.-Y.
Leong eds., IOS Press, Amsterdam, 935-940
- C-66 A Bottrighi, L Anselma, S Montani, P Terenziani, G Molino, M
Torchio, Supporting cooperative updates of clinical guidelines, Proc.
Medinfo (World Congress for Health Informatics) 2007, Brisbane, August
2007, K.A. Kuhn, J.R. Warren and T.-Y. Leong eds., IOS Press,
Amsterdam
- C-65 L. Anselma, P. Terenziani, S. Montani, A. Bottrighi,
Applying AI temporal reasoning techniques to clinical guidelines,
Workshop on Spatial and Temporal Reasoning, International Joint
Conference on Artificial Intelligence (IJCAI) 2007, Hyderabad, January
2007
- C-64 L. Portinale, S. Montani, A. Bottrighi, G. Leonardi, J.
Juarez, A case-based architecture for temporal abstraction
configuration and processing, IEEE
International Conference on Tools with Artificial Intelligent
(ICTAI) 2006, Washington, November 2006, IEEE Computer Society, Los
Alamitos, 667-674
- C-63 P. Terenziani, L.Anselma, A.Bottrighi, S. Montani, Advanced
treatment of temporal phenomena in clinical guidelines, Proc. American
Medical Informatics Association Symposium 2006
- C-62 P. Terenziani, S. Montani, A.Bottrighi, M. Torchio, G.
Molino, GLARE: a domain-independent system for acquiring,
representing and executing clinical guidelines, Proc. American Medical
Informatics Association Symposium 2006
- C-61 P. Terenziani, S. Montani, A.Bottrighi, M. Torchio, G.
Molino, Clinical guidelines contextualization in GLARE, Proc. American
Medical Informatics Association Symposium 2006
- C-60 L. Giordano, P. Terenziani, A. Bottrighi, S. Montani,
L. Donzella, Model checking for clinical guidelines: an agent-based
approach, Proc. American Medical Informatics Association Symposium
2006
- C-59 S. Montani, On the possible roles of Case-Based Reasoning in
medical decision support, Proc. Case-Based Reasoning in the Health
Sciences Workshop, European Conference on Case Based Reasoning (ECCBR),
Oludeniz/Fethyie, September 2006
- C-58 S. Montani, C. Anglano, Case-based reasoning for
autonomous service failure diagnosis and remediation in software
systems, Proc. European Conference on Case Based Reasoning (ECCBR)
2006, Oludeniz/Fethyie, September 2006, in: Lecture Notes in
Artificial Intelligence 4106, T. R. Roth-Berghofer et al. eds.,
Springer-Verlag, Berlin, 489-503
- C-57 P. Terenziani, L. Giordano, A. Bottrighi, S. Montani, L.
Donzella, SPIN model checking for the verifcation of clinical
guidelines,Workshop on AI techniques in healthcare: evidence-baded
guidelines and protocols, ECAI 2006, Riva del Garda, August 2006
- C-56 P. Terenziani , S. Montani , A. Bottrighi, G. Molino, M.
Torchio, Applying artificial intelligence to clinical guidelines:
the
GLARE approach, Workshop on AI techniques in healthcare: evidence-baded
guidelines and protocols, ECAI 2006, Riva del Garda, August 2006
- C-55 S. Montani, L. Portinale, A. Bobbio, D. Codetta-Raiteri,
Automatically translating dynamic fault trees into dynamic bayesian
networks by means of a software tool, Proc. International Conference on
Availability, Reliability and Security (ARES) 2006, Wien, April 2006,
IEEE Computer Society, Los Alamitos, 804-809
- C-54 S. Montani, L. Portinale, A. Bobbio, M. Varesio, D.
Codetta-Raiteri, A tool for automatically translating dynamic fault
trees into dynamic bayesian networks, Reliability and Maintainability
Symposium (RAMS) 2006, Newport Beach, January 2006, IEEE,
Piscataway, 434-441
- C-53 C. Anglano, S. Montani, Achieving self-healing in autonomic
software systems: a case-based reasoning approach, International
Conference on Self-Organization and Adaptation of Multi-agent and Grid
Systems (SOAS) 2005, Glasgow, December 2005, in: Self-organization and
autonomic informatics (I), H. Czap, R. Unland, C. Branki, H. Tianfield
eds., IOS Press, Amsterdam, 267-281
- C-52 L. Giordano, A. Martelli, P. Terenziani, A. Bottrighi, S.
Montani, A temporal approach to the specification and verification of
Interaction Protocols.
In Proceedings of WOA 2005, F. Corradini, F. De Paoli, E. Merelli e A.
Omicini eds. Pitagora Editrice Bologna
- C-51 P.Terenziani, L. Anselma, S. Montani, Periodicity-based
temporal constraints, Proc. Congresso Nazionale dell'Associazione
Italiana per l'Intelligenza Artificiale (AI*IA) 2005, Milano, September
2005, in: Lecture Notes in Artificial Intelligence 3673, S. Bandini, S.
Manzoni eds., Springer-Verlag, Berlin, 62-52
- C-50 P. Terenziani, S. Montani, A. Bottrighi, M. Torchio, G.
Molino, G. Correndo, Managing clinical guidelines contextualization in
the GLARE system, Proc. Congresso Nazionale dell'Associazione Italiana
per l'Intelligenza Artificiale (AI*IA) 2005, Milano, September 2005,
in: Lecture Notes in Artificial Intelligence 3673, S. Bandini, S.
Manzoni eds., Springer-Verlag, Berlin, 454-465
- C-49 S. Montani, L. Portinale, Case based representation and
retrieval with time dependent features, Proc. International Conference
on Case Based Reasoning (ICCBR) 2005, Chicago, August 2005, in:
Lecture Notes in Artificial Intelligence 3620, H. Munoz-Avila, F.
Ricci eds., Springer-Verlag, Berlin, 353-367
- C-48 L. Anselma, P.Terenziani, S. Montani, Periodicity-based
temporal reasoning, IJCAI 2005 Workshop on Spatial and Temporal
Reasoning, Edinburgh, July 2005
- C-47 P. Terenziani, S. Montani, A. Bottrighi, G. Molino, M.
Torchio, Clinical guidelines adaptation: managing authoring and
versioning issues, Proc. European Conference on Artificial Intelligence
in Medicine (AIME) 2005, Aberdeen, July 2005, in: Lecture Notes in
Artificial Intelligence 3581, S. Miksch, J. Hunter, E. Keravnou eds.,
Springer-Verlag, Berlin, 151-155
- C-46 S. Montani, P. Terenziani, A. Bottrighi, Exploiting
decision theory for supporting therapy selection in computerized
clinical guidelines, Proc. European Conference on Artificial
Intelligence in Medicine (AIME) 2005, Aberdeen, July 2005, in: Lecture
Notes in Artificial Intelligence 3581, S. Miksch, J. Hunter, E.
Keravnou eds., Springer-Verlag, Berlin, 136-140
- C-45 S. Montani, L. Portinale, A. Bobbio, Dynamic bayesian
networks for modeling advanced fault tree features in dependability
analysis, Proc. European Safety and Reliability Conference (ESREL)
2005, Tri City, June 2005, K. Kolowrocki ed., Balkema Publishers,
Leiden, 1414-1422
- C-44 P. Terenziani, S. Montani, A. Bottrighi, M. Torchio, G.
Molino, G. Correndo, A context-adaptable approach to clinical
guidelines, Proc. Medinfo (World Congress for Health Informatics) 2004,
San Francisco, September 2004, M. Fieschi et al. eds., IOS Press,
Amsterdam, 169-173
- C-43 S. Montani, L. Portinale, R. Bellazzi, G. Leonardi,
RHENE: A case retrieval system for hemodialysis cases with dynamically
monitored parameters, Proc. European Conference on Case Based Reasoning
(ECCBR) 2004, Madrid, August 2004, in: Lecture Notes in Artificial
Intelligence 3155, P. Funk, P.A. Gonzales Calero eds., Springer-Verlag,
Berlin, 659-672
- C-42 S. Montani, P. Terenziani, Mapping clinical guidelines
representation primitives to decision theory concepts, Proc. European
Conference on Artificial Intelligence (ECAI) 2004, Valencia, August
2004, R. Lopez de Mantaras, L. Saitta eds., IOS Press, Amsterdam,
1063-1064
- C-41 S. Montani, P. Terenziani, Decision theory issues for
supporting therapy selection in computerized guidelines, Proc.
Information Processing and Managing of Uncertainty in Kowledge-based
Systems (IPMU) 2004, Perugia, July 2004, , B. Bouchon-Meunier, G.
Coletti, R.R. Yager eds., Casa Editrice Universita' la Sapienza, Roma,
591-598
- C-40 L. Portinale, A. Bobbio, S. Montani, From AI to
dependability: using bayesian networks for reliability modeling and
analysis, Invited Talk, Proc. Mathematical Methods in Reliability (MMR)
2004, Santa Fe, June 2004
- C-39 P. Terenziani, S. Montani, A. Bottrighi, M. Torchio, G.
Molino, G. Correndo, The GLARE approach to Clinical Guidelines: main
features, Symposium on Computerized Guidelines and Protocols (CGP)
2004, Prague, April 2004, in: Studies in Health Technology and Informatics,
101 (2004) 162-166, K. Kaiser, S.
Miksch, S.W. Tu, eds., IOS Press, Amsterdam
- C-38 P. Terenziani, S. Montani, M. Torchio, G. Molino, L.
Anselma, Temporal consistency checking in clinical guidelines
acquisition and execution: the GLARE's approach, Proc. American Medical
Informatics Association Symposium 2003, 659-663
- C-37 P. Terenziani, S. Montani, A. Bottrighi, M.
Torchio, G. Molino, L. Anselma, G. Correndo, Applying artificial
intelligence to clinical guidelines: the GLARE approach, Congresso
Nazionale AI*IA 2003, Pisa, September 2003, in: Lecture Notes in
Artificial Intelligence 2829, A. Cappelli, F. Turini eds.,
Springer-Verlag, Berlin, 536-547
- C-36 A. Bobbio, S. Montani, L. Portinale, Parametric
dependability analysis through probabilistic horn abduction, UAI 2003,
Acapulco, August 2003, Morgan Kaufmann, San Francisco, 65-72
- C-35 S. Montani, L. Portinale, G. Leonardi, R. Bellazzi,
Applying case-based retrieval to hemodialysis treatment, Case-Based
Reasoning in the Health Sciences Workshop, ICCBR2003, Trondheim, June
2003
- C-34 P. Terenziani, S. Montani, A. Bottrighi, M. Torchio, G.
Molino, Supporting physicians in taking decisions in clinical
guidelines: the GLARE "what-if" facility, JAMIA Symposium supplement
2002, 772-776
- C-33 L. Portinale, S. Montani, A fuzzy case retrieval approach
based on SQL for implementing electronic catalogs, ECCBR 2002,
Aberdeen, September 2002, in: Lecture Notes in Artificial Intelligence
2416, S. Craw, A. Preece eds., Springer-Verlag, Berlin, 321-335
- C-32 P. Terenziani, C. Carlini, S. Montani, Towards a
comprehensive treatment of temporal constraints in clinical guidelines,
Time 2002, Manchester, July 2002, IEEE Computer Society Press, Los
Alamitos, 20-27
- C-31 P. Terenziani, S. Montani, M. Torchio, G. Molino,
Exploiting advanced artificial intelligence techniques for managing
clinical guidelines: the GLARE system, ESMDM 2002, Taormina, June
2002, 67
- C-30 R. Bellazzi, S. Montani, M. Arcelloni, P. De Cata, C.
Gazzaruso, R. Giacchero, P. Fratino, Supervised implementation of
guidelines for
diabetes management on the world wide web, JAMIA Symposium supplement
2001
- C-29 S. Montani, R. Bellazzi, Intelligent knowledge retrieval
for decision support in medical applications, Medinfo 2001, London,
September 2001, 10(pt 1), Studies in Health Technology and Informatics,
R. Rogers, R. Haux, V. Patel eds., IOS Press, Amsterdam, 498-502
- C-28 S. Montani, P. Magni, A.V. Roudsari, E.R. Carson, R.
Bellazzi, Integrating different methodologies for insulin therapy
support in type 1 diabetic patients, 8th Conference on Artificial
Intelligence in Medicine in Europe (AIME 2001), Cascais, July 2001, in:
Lecture Notes in Artificial Intelligence 2101, S. Quaglini, P.
Barahona, S. Andreassen eds., Springer-Verlag, Berlin, 121-130
- C-27 S. Montani, R. Bellazzi, Exploiting multi-modal reasoning
for knowledge management and decision support: an evaluation study,
JAMIA Symposium supplement 2000, 585-589
- C-26 S. Montani, R. Bellazzi, L. Portinale, Managing IDDM
patients through a multi-modal reasoning methodology, Diabetes,
Nutrition & Metabolism 13(4) (2000) 238
- C-25 R. Bellazzi, E. Brugues, C. Cobelli, G. d'Annunzio, A. de
Leiva, S. Del Prato, E. Gomez, E. Hernando, E. Kilkki, R. Lorini, A.
Maran, S. Montani, G. Nucci, K. Nyholm, J. Pajunen, M. Stefanelli, J.
Tuominen, T-IDDM: reports on the results of a EU funded project,
Diabetes, Nutrition & Metabolism 13(4) (2000) 244
- C-24 R. Bellazzi, E. Brugues, E. Carson, C. Cobelli, G.
d'Annunzio, P. De Cata, A. de Leiva, S. Del Prato, T. Deutsch, P.
Fratino, C. Gazzaruso, T. Gergely, R. Giacchero, E.J. Gomez, F. Harvey,
C. Harras Friederich, E. Hernando, H. Ludekke, B. Liesenfeld, M.
Luebker, A. Maran, S. Montani, G. Nucci, F. Ortiz Garcia, T.
Rendschmidt, A. Roudsari, M. Stefanelli, Multi-Access Services for
Diabetes Mellitus management: the M2DM project, Diabetes, Nutrition
& Metabolism 13(4) (2000) 249
- C-23 R. Bellazzi, E. Brugues, E. Carson, C. Cobelli, G.
d'Annunzio, P. De Cata, A. de Leiva, S. Del Prato, T. Deutsch, P.
Fratino, C. Gazzaruso, T. Gergely, R. Giacchero, E.J. Gomez, F. Harvey,
C. Harras Friederich, E. Hernando, H. Ludekke, B. Liesenfeld, M.
Luebker, A. Maran, S. Montani, G. Nucci, F. Ortiz Garcia, T.
Rendschmidt, A. Roudsari, M. Stefanelli, Multi-Access Services for
Diabetes Mellitus management: the M2DM project, International Symposium
on Information Technology and Diabetes: Electronic Solutions in a
Socio-Economic and Political Context, Rochester, September 2000, 60-61
- C-22 R. Bellazzi, E. Brugues, C. Cobelli, G. d'Annunzio, A. de
Leiva, S. Del Prato, E. Gomez, E. Hernando, E. Kilkki, R. Lorini, A.
Maran, S. Montani, G. Nucci, K. Nyholm, J. Pajunen, M. Stefanelli, J.
Tuominen, Reports on the results of the EU funded project T-IDDM,
International Symposium on Information Technology and Diabetes:
Electronic Solutions in a Socio-Economic and Political Context,
Rochester, September 2000, 97-98
- C-21 S. Pellegrini, C. Ambroso, R. Bellazzi, S. Montani, G.
D'annunzio, Telematic Management of Insulin Dependent Diabetes Patients
(T-IDDM): the economic side, International Symposium on Information
Technology and Diabetes: Electronic Solutions in a Socio-Economic and
Political Context, Rochester, September 2000, 70-72
- C-20 S. Montani, R. Bellazzi, L. Portinale, M. Stefanelli,
Evaluating a multi modal reasoning system in diabetes care, EWCBR2K,
Trento, September 2000, in: Lecture Notes in Artificial Intelligence
1898, E. Blanzieri, L. Portinale eds., Springer-Verlag, Berlin, 467-478
- C-19 S. Montani, R. Bellazzi, L. Portinale, Managing diabetic
patients through a multi modal reasoning methodology, Workshop
"Case-Based Reasoning: a new technique for medical knowledge-based
applications", Medical Informatics Europe (MIE) Conference, Hannover,
August 2000
- C-18 S. Montani, R. Bellazzi, A. Riva, C. Larizza, L. Portinale,
M. Stefanelli, Artificial intelligence techniques for diabetes
management: the T-IDDM project, PAIS-ECAI 2000, Berlin,
August 2000, W. Horn ed., IOS Press, Amsterdam, 716-720
- C-17 S. Montani, R. Bellazzi, G. d'Annunzio, M. Stefanelli,
Insulin therapy optimization in IDDM by combining heuristic rules and
past cases experience, Chicago 2000 World Congress on Medical Physics
and Biomedical Engineering, Chicago, July 2000
- C-16 R. Bellazzi, S. Montani, C. Larizza, P. Magni, G.
d'Annunzio, R. Lorini, M. Stefanelli, Evaluation of the T-IDDM project
in Pavia, Chicago 2000 World Congress on Medical Physics and Biomedical
Engineering, Chicago, July 2000
- C-15 S. Montani, R. Bellazzi, Integrating case based and rule
based reasoning in a decision support system: evaluation with simulated
patients, JAMIA Symposium supplement 1999, 887-891
- C-14 R. Bellazzi, C. Larizza, S. Montani, M. Stefanelli,
Intra-patients learning by combining clustering and temporal
abstractions, IDAMAP 99 working notes, Washington, 6 November 1999,
13-19
- C-13 R. Bellazzi, A. Riva, S. Montani, C. Larizza, M. Bestazza,
S. Fiocchi, G. d'Annunzio, R. Lorini, M. Stefanelli, Application
report: preliminary evaluation of the T-IDDM project in Pavia, MIE'99
Conference, Ljubljana, August 1999, 99-101
- C-12 S. Montani, R. Bellazzi, L. Portinale, S. Fiocchi, G,
d'Annunzio, M. Stefanelli, Supporting decisions in diabetic patients
management through case-based retrieval, MIE'99 Conference, Ljubljana,
August 1999, 645-649
- C-11 R. Bellazzi, S. Montani, L. Portinale, A. Riva,
Integrating rule-based and case-based decision making in diabetic
patient management, ICCBR-99, Monastery Seeon, Munich, Germany, July
1999, in: Lecture Notes in Artificial Intelligence 1650, K.D. Althoff,
R. Bergmann, L.K. Branting eds., Springer-Verlag, Berlin, 386-400
- C-10 R. Bellazzi, C. Larizza, P. Magni, S. Montani and G. De
Nicolao, Intelligent analysis of clinical time series by combining
structural filtering and temporal abstractions, AIMDM '99, Aalborg,
20-24 June 1999, in: Lecture Notes in Artificial Intelligence 1620, W.
Horn, Y. Shahar, G. Lindberg, S. Andreassen, J. Wyatt
eds.,Springer-Verlag, Berlin, 261-270
- C-9 S. Montani, R. Bellazzi, L. Portinale, A. Riva, M.
Stefanelli, Multi-modal reasoning in diabetic patient management, AIMDM
'99, Aalborg, 20-24 June 1999, in: Lecture Notes in Artificial
Intelligence 1620, W. Horn, Y. Shahar, G. Lindberg, S. Andreassen, J.
Wyatt eds.,Springer-Verlag, Berlin, 113-123
- C-8 R. Bellazzi, A. Riva, S. Montani, C. Larizza, S. Fiocchi, G.
d'Annunzio, R. Lorini, M. Stefanelli, Web-based telemedicine systems:
designing the technical and organisational infrastructure, Hospital
without walls, London, March 1999, 82-83
- C-7 S. Montani, R. Bellazzi, A. Riva, L. Portinale, M.
Stefanelli, Integrating different decision support tools in a
distributed environment for diabetes management, Hospital Without Walls
conference, London, March 1999, 89-90
- C-6 R. Bellazzi, A. Riva, S. Montani, C. Larizza, S. Fiocchi, G.
d'Annunzio, R. Lorini, A. Monteforte and M. Stefanelli, A web-based
system for diabetes management: technical and clinical infastructure,
JAMIA Symposium supplement 1998, 972
- C-5 R. Bellazzi, S. Montani, L. Portinale, Retrieval in a
prototype-based case library: a case study in diabetes therapy
revision, 4th European Workshop on Case-Based Reasoning, Dublin,
Ireland, September 1998, in: Lecture
Notes in Artificial Intelligence 1488, B. Smyth, P. Cunningham eds.,
Springer-Verlag, Berlin, 64-75
- C-4 S. Montani, R. Bellazzi, L. Portinale, M. Stefanelli, A
case-based reasoning system for diabetic patient therapy, Proceedings
of
the Third International Conference on Neural Networks and Expert
Systems in Medicine and Healthcare, Pisa, E.C. Ifeachor, A. Sperduti,
A. Starita eds., World Scientific, London, 160-168
- C-3 R. Bellazzi, S. Montani, L. Portinale, S. Fiocchi and M.
Stefanelli, A case-based decision support system for diabetic patients
management, Diabetes, Nutrition & Metabolism 11 (1998) 65
- C-2 S. Montani, R. Bellazzi, L. Portinale, S. Fiocchi, M.
Stefanelli, A case-based retrieval system for diabetic patient therapy,
IDAMAP 98 working notes, Brighton, August 1998, 64-70
- C-1 A. Riva, R. Bellazzi, S. Montani, A knowledge-based web
server as a development environment for web-based knowledge servers,
Colloquium on Web-based knowledge servers, IEE society, London, June
1998
Stefania Montani