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ORCIDPeter A. Flach
- > Home > Persons > Peter A. Flach
Publications
- 2021
[j51]Fernando Martínez-Plumed
, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana, Peter A. Flach:
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories. IEEE Trans. Knowl. Data Eng. 33(8): 3048-3061 (2021)- 2017
- [i7]Fernando Martínez-Plumed, Lidia Contreras Ochando, César Ferri, Peter A. Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana:
CASP-DM: Context Aware Standard Process for Data Mining. CoRR abs/1709.09003 (2017) - 2016
- [j37]José Hernández-Orallo, Adolfo Martínez Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach, Chowdhury Farhan Ahmed, Nicolas Lachiche:
Reframing in context: A systematic approach for model reuse in machine learning. AI Commun. 29(5): 551-566 (2016) - 2015
- [j32]Cèsar Ferri Ramirez, Peter A. Flach, Nicolas Lachiche:
Report of the First International Workshop on Learning over Multiple Contexts (LMCE 2014). SIGKDD Explor. 17(1): 48-50 (2015) - [c82]Chowdhury Farhan Ahmed, Md. Samiullah, Nicolas Lachiche, Meelis Kull, Peter A. Flach:
Reframing in Frequent Pattern Mining. ICTAI 2015: 799-806 - 2004
- [j12]Peter A. Flach, Nicolas Lachiche:
Naive Bayesian Classification of Structured Data. Mach. Learn. 57(3): 233-269 (2004) - [j11]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach:
The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004). SIGKDD Explor. 6(2): 159-161 (2004) - [e3]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach:
ROC Analysis in Artificial Intelligence, 1st International Workshop, ROCAI-2004, Valencia, Spain, August 22, 2004. 2004 [contents] - 2003
- [c31]Nicolas Lachiche, Peter A. Flach:
Improving Accuracy and Cost of Two-class and Multi-class Probabilistic Classifiers Using ROC Curves. ICML 2003: 416-423 - 2002
- [c22]Nicolas Lachiche, Peter A. Flach:
1BC2: A True First-Order Bayesian Classifier. ILP 2002: 133-148 - 2001
- [j7]Peter A. Flach, Nicolas Lachiche:
Confirmation-Guided Discovery of First-Order Rules with Tertius. Mach. Learn. 42(1/2): 61-95 (2001) - 2000
- [c18]Peter A. Flach, Nicolas Lachiche:
Decomposing Probability Distributions on Structured Individuals. ILP Work-in-progress reports 2000 - 1999
- [c14]Peter A. Flach, Nicolas Lachiche:
IBC: A First-Order Bayesian Classifier. ILP 1999: 92-103
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