Encyclopedia of Machine Learning

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Sammut, Claude (Επιμελητής έκδοσης), Webb, Geoffrey I. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2010.
• Θέματα: Computer science.; Data mining.; Computers.; Artificial intelligence.; Pattern recognition.; Statistics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computing Methodologies.; Data Mining and Knowledge Discovery.; Pattern Recognition.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

Πίνακας περιεχομένων:

• Clustering
• Statistical Machine Learning
• Statistical Language Learning
• Inductive Logic Programming
• Learning and Logic
• Meta-Learning
• ROC analysis
• Information Theory
• Instance-based Learning Time Series
• Policy Search and Active Selection
• Reinforcement Learning
• Artificial Neural Network
• Text Mining
• Machine Learning in Bioinformatics
• Rule Learning
• Evolutionary Computation
• Behavioral Cloning
• Search
• Computational Learning Theory
• Online Learning
• Learning Paradigms
• Model-based Reinforcement Learning
• Active Learning
• Explanation-based Learning
• Data Mining
• Graph Mining.