Search Sciweavers | Sciweavers

24

GECCO
2006
Springer

180views Optimization» more GECCO 2006»

Improving cooperative GP ensemble with clustering and pruning for pattern classification

13 years 11 months ago

A boosting algorithm based on cellular genetic programming to build an ensemble of predictors is proposed. The method evolves a population of trees for a fixed number of rounds an...

Gianluigi Folino, Clara Pizzuti, Giandomenico Spez...

claim paper

Read More »

37

click to vote

ECAI
2008
Springer

124views Artificial Intelligence» more ECAI 2008»

MTForest: Ensemble Decision Trees based on Multi-Task Learning

13 years 9 months ago

Download homepage.fudan.edu.cn

Many ensemble methods, such as Bagging, Boosting, Random Forest, etc, have been proposed and widely used in real world applications. Some of them are better than others on noisefre...

Qing Wang, Liang Zhang, Mingmin Chi, Jiankui Guo

claim paper

Read More »

31

click to vote

BMCBI
2008

219views more BMCBI 2008»

Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles

13 years 7 months ago

Download www.biomedcentral.com

Background: Pancreatic cancer is the fourth leading cause of cancer death in the United States. Consequently, identification of clinically relevant biomarkers for the early detect...

Guangtao Ge, G. William Wong

claim paper

Read More »

24

click to vote

EICS
2010
ACM

158views Applied Computing» more EICS 2010»

Using ensembles of decision trees to automate repetitive tasks in web applications

14 years 20 days ago

Download pokristensson.com

Web applications such as web-based email, spreadsheets and form filling applications have become ubiquitous. However, many of the tasks that users try to accomplish with such web ...

Zachary Bray, Per Ola Kristensson

claim paper

Read More »

13

click to vote

IJON
2007

58views more IJON 2007»

Flexible neural trees ensemble for stock index modeling

13 years 7 months ago