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» Further Empirical Studies of Test Effectiveness
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KDD
2003
ACM
148views Data Mining» more  KDD 2003»
16 years 3 days ago
Mining concept-drifting data streams using ensemble classifiers
Recently, mining data streams with concept drifts for actionable insights has become an important and challenging task for a wide range of applications including credit card fraud...
Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han
ICSE
2007
IEEE-ACM
15 years 11 months ago
The Role of Experience and Ability in Comprehension Tasks Supported by UML Stereotypes
Proponents of design notations tailored for specific application domains or reference architectures, often available in the form of UML stereotypes, motivate them by improved unde...
Filippo Ricca, Massimiliano Di Penta, Marco Torchi...
HICSS
2006
IEEE
141views Biometrics» more  HICSS 2006»
15 years 5 months ago
Affective Quality and Cognitive Absorption: Extending Technology Acceptance Research
Agarwal and Karahanna (2000) suggested that holistic user experiences with IT contribute to users’ evaluation of and reaction to using the technology. They proposed and empirica...
Ping Zhang 0002, Na Li, Heshan Sun
ECML
2004
Springer
15 years 5 months ago
SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data
The standard framework of machine learning problems assumes that the available data is independent and identically distributed (i.i.d.). However, in some applications such as image...
Rong Jin, Huan Liu
ECCV
2010
Springer
15 years 4 months ago
Efficient Highly Over-Complete Sparse Coding using a Mixture Model
Sparse coding of sensory data has recently attracted notable attention in research of learning useful features from the unlabeled data. Empirical studies show that mapping the data...