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JCISD
2002
49views more  JCISD 2002»
13 years 4 months ago
The Importance of Scaling in Data Mining for Toxicity Prediction
Paolo Mazzatorta, Emilio Benfenati, Daniel Neagu, ...
MCS
2002
Springer
13 years 4 months ago
Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach
The increasing amount and complexity of data in toxicity prediction calls for new approaches based on hybrid intelligent methods for mining the data. This focus is required even mo...
Emilio Benfenati, Paolo Mazzatorta, Daniel Neagu, ...
ADMA
2006
Springer
153views Data Mining» more  ADMA 2006»
13 years 7 months ago
An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining
This paper presents a study on the combination of different classifiers for toxicity prediction. Two combination operators for the Multiple-Classifier System definition are also pr...
Daniel Neagu, Gongde Guo, Shanshan Wang
PKDD
1999
Springer
109views Data Mining» more  PKDD 1999»
13 years 9 months ago
Predicting Chemical Carcinogenesis Using Structural Information Only
This paper reports on the application of the Strongly Typed Evolutionary Programming System STEPS to the PTE2 challenge, which consists of predicting the carcinogenic activity of...
Claire J. Kennedy, Christophe G. Giraud-Carrier, D...
KDD
2000
ACM
107views Data Mining» more  KDD 2000»
13 years 8 months ago
Genome scale prediction of protein functional class from sequence using data mining
Ross D. King, Andreas Karwath, Amanda Clare, Luc D...