-
1
-
-
0028401306
-
Case-based reasoning: Foundation issues, methodological variation and system approaches
-
Aamodt, A., and Plaza, E. 1994. Case-Based Reasoning: Foundation Issues, Methodological Variation and System Approaches. AI Communications 7(1): 39-59.
-
(1994)
AI Communications
, vol.7
, Issue.1
, pp. 39-59
-
-
Aamodt, A.1
Plaza, E.2
-
3
-
-
0025725905
-
Instance-based learning algorithms
-
dx.doi.org/10.1007/BF00153759
-
Aha, D. W.; Kibler, D.; and Albert, M. K. 1991. Instance-Based Learning Algorithms. Machine Learning 6(1): 37-66. dx.doi.org/10.1007/BF00153759
-
(1991)
Machine Learning
, vol.6
, Issue.1
, pp. 37-66
-
-
Aha, D.W.1
Kibler, D.2
Albert, M.K.3
-
4
-
-
18844368769
-
Temporal data mining for the quality assessment of a hemodialysis service
-
dx.doi.org/10.1016/j.artmed.2004.07.010
-
Bellazzi, R.; Larizza, C.; Magni, P.; and Bellazzi, R. 2005. Temporal Data Mining for the Quality Assessment of a Hemodialysis Service. Artificial Intelligence in Medicine 34(1): 25-39. dx.doi.org/10.1016/j.artmed.2004.07.010
-
(2005)
Artificial Intelligence in Medicine
, vol.34
, Issue.1
, pp. 25-39
-
-
Bellazzi, R.1
Larizza, C.2
Magni, P.3
Bellazzi, R.4
-
5
-
-
27144549260
-
Editorial: Special issue on learning from imbalanced data sets
-
dx.doi.org/10.1145/1007730.1007733
-
Chawla, N.; Japkowicz, N.; and Kotcz, A. 2004. Editorial: Special Issue on Learning from Imbalanced Data Sets. ACM SIGKDD Explorations Newsletter 6(1): 1-6. dx.doi.org/10.1145/1007730.1007733
-
(2004)
ACM SIGKDD Explorations Newsletter
, vol.6
, Issue.1
, pp. 1-6
-
-
Chawla, N.1
Japkowicz, N.2
Kotcz, A.3
-
6
-
-
34249966007
-
The CN2 induction algorithm
-
dx.doi.org/10.1007/BF00116835
-
Clark, P., and Niblett, T. 1989. The CN2 Induction Algorithm. Machine Learning 3(4): 261-283. dx.doi.org/10.1007/BF00116835
-
(1989)
Machine Learning
, vol.3
, Issue.4
, pp. 261-283
-
-
Clark, P.1
Niblett, T.2
-
7
-
-
70350214798
-
Mining healthcare data with temporal association rules: Improvements and assessment for a practical use
-
AIME 2009, Berlin: Springer-Verlag
-
Concaro, S.; Sacchi, L.; Cerra, C.; Fratino, P.; and Bellazzi, R. 2009. Mining Healthcare Data with Temporal Association Rules: Improvements and Assessment for a Practical Use. In Proceedings of the 12th Conference on Artificial Intelligence in Medicine, AIME 2009, 16-25. Berlin: Springer-Verlag.
-
(2009)
Proceedings of the 12th Conference on Artificial Intelligence in Medicine
, pp. 16-25
-
-
Concaro, S.1
Sacchi, L.2
Cerra, C.3
Fratino, P.4
Bellazzi, R.5
-
8
-
-
33846153776
-
Infectious diseases society of America and the society for healthcare epidemiology of America guidelines for developing an institutional program to enhance antimicrobial stewardship
-
dx.doi.org/10.1086/510393
-
Dellit, T. H.; Owens, R. C.; McGowan, J. E.; Gerding, D. N.; Weinstein, R. A.; Burke, J. P.; Huskins, W. C.; Paterson, D. L.; Fishman, N. O.; Carpenter, C. F.; Brennan, P. J.; Billeter, M.; and Hooton, T. M. 2007. Infectious Diseases Society of America and the Society for Healthcare Epidemiology of America Guidelines for Developing an Institutional Program to Enhance Antimicrobial Stewardship. Clinical Infectious Diseases 44(2): 159-177. dx.doi.org/10.1086/510393
-
(2007)
Clinical Infectious Diseases
, vol.44
, Issue.2
, pp. 159-177
-
-
Dellit, T.H.1
Owens, R.C.2
McGowan, J.E.3
Gerding, D.N.4
Weinstein, R.A.5
Burke, J.P.6
Huskins, W.C.7
Paterson, D.L.8
Fishman, N.O.9
Carpenter, C.F.10
Brennan, P.J.11
Billeter, M.12
Hooton, T.M.13
-
9
-
-
0030216565
-
Unifying instance-based and rule-based induction
-
dx.doi.org/10.1007/BF00058656
-
Domingos, P. 1996. Unifying Instance-Based and Rule-Based Induction. Machine Learning 24(2): 141-168. dx.doi.org/10.1007/BF00058656
-
(1996)
Machine Learning
, vol.24
, Issue.2
, pp. 141-168
-
-
Domingos, P.1
-
10
-
-
0027087467
-
Optimizing antimicrobial therapy. A method for antimicrobial drug use evaluation
-
dx.doi.org/10.1093/jac/30.5.724
-
Gyssens, I. C.; van den Broek, P. J.; Kullberg, B. J.; Hekster, Y.; and van der Meer, J. W. 1992. Optimizing Antimicrobial Therapy. A Method for Antimicrobial Drug Use Evaluation. Journal of Antimicrobial Chemotherapy 30(5): 724-7. dx.doi.org/10.1093/jac/30.5.724
-
(1992)
Journal of Antimicrobial Chemotherapy
, vol.30
, Issue.5
, pp. 724-727
-
-
Gyssens, I.C.1
Van Den-Broek, P.J.2
Kullberg, B.J.3
Hekster, Y.4
Van Der-Meer, J.W.5
-
11
-
-
29744458805
-
A similarity measure for case based reasoning modeling with temporal abstraction based on cross-correlation
-
dx.doi.org/10.1016/j.cmpb.2005.10.005
-
Hartge, F.; Wetter, T.; and Haefeli, W. E. 2006. A Similarity Measure for Case Based Reasoning Modeling with Temporal Abstraction Based on Cross-Correlation. Computer Methods and Programs in Biomedicine 81(1): 41-8. dx.doi.org/10.1016/j.cmpb.2005.10.005
-
(2006)
Computer Methods and Programs in Biomedicine
, vol.81
, Issue.1
, pp. 41-48
-
-
Hartge, F.1
Wetter, T.2
Haefeli, W.E.3
-
12
-
-
7044222535
-
Characteristics and consequences of drug allergy alert overrides in a computerized physician order entry system
-
dx.doi.org/10.1197/jamia.M1556
-
Hsieh, T. C.; Kuperman, G. J.; Jaggi, T.; Hojnowski-Diaz, P.; Fiskio, J.; Williams, D. H.; Bates, D. W.; and Gandhi, T. K. 2004. Characteristics and Consequences of Drug Allergy Alert Overrides in a Computerized Physician Order Entry System. Journal of the American Medical Informatics Association 11(6): 482-91. dx.doi.org/10.1197/jamia.M1556
-
(2004)
Journal of the American Medical Informatics Association
, vol.11
, Issue.6
, pp. 482-491
-
-
Hsieh, T.C.1
Kuperman, G.J.2
Jaggi, T.3
Hojnowski-Diaz, P.4
Fiskio, J.5
Williams, D.H.6
Bates, D.W.7
Gandhi, T.K.8
-
13
-
-
33646497207
-
Case-based retrieval to support the treatment of end stage renal failure patients
-
dx.doi.org/10.1016/j.artmed.2005.06.003
-
Montani, S.; Portinale, L.; and Leonardi, G. 2006. Case-Based Retrieval to Support the Treatment of End Stage Renal Failure Patients. Artificial Intelligence in Medicine 37(1): 31-42. dx.doi.org/10.1016/j.artmed.2005.06.003
-
(2006)
Artificial Intelligence in Medicine
, vol.37
, Issue.1
, pp. 31-42
-
-
Montani, S.1
Portinale, L.2
Leonardi, G.3
-
14
-
-
21544447543
-
Implementing a commercial rule base as a medication order safety net
-
dx.doi.org/10.1197/jamia.M1783
-
Reichley, R. M.; Seaton, T. L.; Resetar, E.; Micek, S. T.; Scott, K. L.; Fraser, V. J.; Dunagan, W. C.; and Bailey, T. C. 2005. Implementing a Commercial Rule Base as a Medication Order Safety Net. Journal of the American Medical Informatics Association 12(4): 383-9. dx.doi.org/10.1197/jamia.M1783
-
(2005)
Journal of the American Medical Informatics Association
, vol.12
, Issue.4
, pp. 383-389
-
-
Reichley, R.M.1
Seaton, T.L.2
Resetar, E.3
Micek, S.T.4
Scott, K.L.5
Fraser, V.J.6
Dunagan, W.C.7
Bailey, T.C.8
-
15
-
-
0031069719
-
A framework for knowledge-based temporal abstraction
-
dx.doi.org/10.1016/S0004-3702(96)00025-2
-
Shahar, Y. 1997. A Framework for Knowledge-Based Temporal Abstraction. Artificial Intelligence 90(1-2): 79-133. dx.doi.org/10.1016/S0004-3702(96)00025- 2
-
(1997)
Artificial Intelligence
, vol.90
, Issue.1-2
, pp. 79-133
-
-
Shahar, Y.1
-
16
-
-
0002947110
-
Rule induction using information theory
-
Menlo Park, CA: AAAI Press/The MIT Press
-
Smyth, P., and Goodman, R. M. 1991. Rule Induction Using Information Theory. In Knowledge Discovery in Databases. Menlo Park, CA: AAAI Press/The MIT Press. 159-176.
-
(1991)
Knowledge Discovery in Databases
, pp. 159-176
-
-
Smyth, P.1
Goodman, R.M.2
-
17
-
-
34548267536
-
Impact of a reduction in the use of high-risk antibiotics on the course of an epidemic of clostridium difficile-associated disease caused by the hypervirulent NAP1/027 strain
-
dx.doi.org/10.1086/519258
-
Valiquette, L.; Cossette, B.; Garant, M. P.; Diab, H.; and Pepin, J. 2007. Impact of a Reduction in the Use of High-Risk Antibiotics on the Course of an Epidemic of Clostridium difficile-Associated Disease Caused by the Hypervirulent NAP1/027 Strain. Clinical Infectious Diseases 45 Suppl 2: 112-121. dx.doi.org/10.1086/519258
-
(2007)
Clinical Infectious Diseases
, vol.45
, Issue.SUPPL. 2
, pp. 112-121
-
-
Valiquette, L.1
Cossette, B.2
Garant, M.P.3
Diab, H.4
Pepin, J.5
-
18
-
-
0034457239
-
Planmine: Predicting plan failures using sequence mining
-
dx.doi.org/10.1023/A:1006612804250
-
Zaki, M.; Lesh, N.; and Ogihara, M. 2000. Planmine: Predicting Plan Failures Using Sequence Mining. Artificial Intelligence Review 14(6): 421-446. dx.doi.org/10.1023/A:1006612804250
-
(2000)
Artificial Intelligence Review
, vol.14
, Issue.6
, pp. 421-446
-
-
Zaki, M.1
Lesh, N.2
Ogihara, M.3
|