Tracking Recurring Concepts from Evolving Data Streams using Ensemble Method

Yange Sun1,2, Zhihai Wang2, Jidong Yuan2, and Wei Zhang2 1School of Computer and Information Technology, Xinyang Normal University, China 2School of Computer and Information Technology, Beijing Jiaotong University, China

Performance Evaluation of Industrial Firms Using DEA and DECORATE Ensemble Method

Hassan Najadat1, Ibrahim Al-Daher2, and Khaled Alkhatib1 1Computer Information Systems Department, Jordan University of Science and Technology, Jordan 2Computer Science Department, Jordan University of Science and Technology, Jordan

#Data Envelopment Analysis # Decision Trees # Ensemble Methods # Financial Variables # Financial Ratios

Predicting Student Enrolments and Attrition Patterns in Higher Educational Institutions using

Machine Learning

#Machine learning # predictive model # apriori algorithm # student retention # enrolment behaviour # association rule mining # boosting # ensemble method

Ensemble based on Accuracy and Diversity Weighting for Evolving Data Streams

Yange Sun,Han Shao,Bencai Zhang

#Ensemble learning #concept drift #accuracy #diversity