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» Constraint Programming for Data Mining and Machine Learning
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IA
2006
51views more  IA 2006»
15 years 1 months ago
Machine Learning and Data Mining
Floriana Esposito, Attilio Giordana, Lorenza Saitt...
PODS
1997
ACM
116views Database» more  PODS 1997»
15 years 6 months ago
Data mining, Hypergraph Transversals, and Machine Learning
Dimitrios Gunopulos, Roni Khardon, Heikki Mannila,...
92
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KDD
1995
ACM
95views Data Mining» more  KDD 1995»
15 years 5 months ago
Limits on Learning Machine Accuracy Imposed by Data Quality
Random errors and insufficiencies in databases limit the performance of any classifier trained from and applied to the database. In this paper we propose a method to estimate the ...
Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chian...
120
Voted
BMCBI
2008
173views more  BMCBI 2008»
15 years 1 months ago
Improved machine learning method for analysis of gas phase chemistry of peptides
Background: Accurate peptide identification is important to high-throughput proteomics analyses that use mass spectrometry. Search programs compare fragmentation spectra (MS/MS) o...
Allison Gehrke, Shaojun Sun, Lukasz A. Kurgan, Nat...
ML
2000
ACM
244views Machine Learning» more  ML 2000»
15 years 1 months ago
Learnable Evolution Model: Evolutionary Processes Guided by Machine Learning
A new class of evolutionary computation processes is presented, called Learnable Evolution Model or LEM. In contrast to Darwinian-type evolution that relies on mutation, recombinat...
Ryszard S. Michalski