Pattern Recognition and Machine Learning
GPTKB entity
Properties (56)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
book
|
| gptkbp:author |
gptkb:Christopher_M._Bishop
|
| gptkbp:covers |
Clustering
Data mining Information theory Model selection Neural networks Pattern recognition Bayesian networks Markov models Feature selection Optimization techniques Statistical learning theory Dimensionality reduction Kernel methods Hidden Markov models Graphical models Decision trees Applications in agriculture Applications in finance Computational learning theory Support vector machines Applications in signal processing Applications in healthcare Applications in robotics Applications in computer vision Applications in image processing Applications in supply chain management Applications in telecommunications Applications in weather forecasting Applications in bioinformatics Applications in energy management Applications in marketing Applications in time series analysis Applications in transportation Gaussian processes Applications in anomaly detection Applications in autonomous systems Applications in customer segmentation Applications in education Applications in fraud detection Applications in gaming Applications in natural language processing Applications in recommendation systems Applications in security Applications in social media Applications in speech recognition Ensemble_methods |
| gptkbp:field |
Machine Learning
Statistics |
| https://www.w3.org/2000/01/rdf-schema#label |
Pattern Recognition and Machine Learning
|
| gptkbp:ISBN |
978-0387310732
|
| gptkbp:language |
English
|
| gptkbp:pageCount |
738
|
| gptkbp:publisher |
Springer
|
| gptkbp:releaseYear |
2006
|