2111 search results - page 272 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
160
click to vote
ISCIS
2005
Springer
15 years 9 months ago
2005
Springer
Support Vector Machines (SVMs) have been applied to solve the classification of volatile organic compounds (VOC) data in some recent studies. SVMs provide good generalization perfo...
124
click to vote
KDD
2010
ACM
15 years 7 months ago
2010
ACM
We analyze the application of ensemble learning to recommender systems on the Netflix Prize dataset. For our analysis we use a set of diverse state-of-the-art collaborative filt...
144
click to vote
BIBM
2010
IEEE
15 years 1 months ago
2010
IEEE
The emergence of data rich domains has led to an exponential growth in the size and number of data repositories, offering exciting opportunities to learn from the data using machin...
150
click to vote
ITS
2010
Springer
15 years 8 months ago
2010
Springer
Identifying effective tutorial dialogue strategies is a key issue for intelligent tutoring systems research. Human-human tutoring offers a valuable model for identifying effective ...
148
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
Naive Bayes is an effective and efficient learning algorithm in classification. In many applications, however, an accurate ranking of instances based on the class probability is m...