TY  - ADVS
AU  - Witten,I.H.
TI  - Data mining algorithms
T2  - Data mining : fundamentals and latest development
PY  - 2008///
CY  - London
PB  - Henry Stewart Talks
KW  - Data mining
N1  - Animated audio-visual presentations with synchronized narration; Title from title frames; Contents: Linear models -- Classification by regression -- Support vector machine -- Multilayer perceptron -- Trees for numeric prediction -- Instance-based learning and clustering -- Hierarchical clustering -- Iterative: fixed num of clusters -- Probabilistic clustering -- Using and extending the mixture model -- Bayesian clustering -- Engineering the input and output -- Attribute selection -- Data transformations -- Principal component analysis -- Combining multiple models -- Bagging -- Randomization -- Boosting -- Stacking -- Using unlabeled data -- Co-training -- Data mining algorithms; Access restricted to subscribers
UR  - http://hstalks.com/lib.php?t=HST53.2004&c=250
UR  - http://hstalks.com/lib.php?t=HST53&c=250
ER  -