Metalearning: Applications to Data Mining
Book
Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining processes. ... Google Books
Originally published: 2004
Authors: Christophe Giraud Carrier, Carlos A. Mota Soares, Ricardo Vilalta, and more
$21 to $55
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Metalearning: Applications to Data Mining (Cognitive Technologies) ... Mota Soares · Paperback. $51.03$51.03. List: $54.99 ... Carlos Soares · Kindle. $23.30$23.30 ...
Mar 27, 2017 · This work proposes a taxonomy for data stream ensemble learning as derived from reviewing over 60 algorithms. Important aspects such as ...
Brazdil, Pavel; van Rijn, Jan N.; Soares, Carlos; Vanschoren, Joaquin. Metalearning: Applications to Automated Machine Learning and Data Mining (2nd ed.).
[32] formally represents data mining experiments to enable meta-learning. ... Many real-world data mining applications need ... Carlos Soares ...
Mar 13, 2018 · ... Metalearning is the study of principled ... Data Mining for Business Applications Carlos A. Mota Soares,Rayid Ghani,2010 Data mining is already ...
Metalearning - Applications to Data Mining, 2009, Version verified, Yes, Pavel Brazdil, Christophe Giraud G Carrier, Carlos Soares, Ricardo Vilalta, (Author) ...
... Soares, Carlos; Vanschoren, Joaquin. Metalearning: Applications to Automated Machine Learning and Data Mining (2nd ed.). Springer International Publishing ...
Oct 3, 2022 · With this survey, we try to bring attention to how new machine learning techniques for data streams, such as meta-learning approaches, can help ...
... Applications. ","https://doi.org/10.1007/978-3 ... data analysis: ML-EDA. ","https://doi.org/10.1109 ... Carlos 2015. Computational intelligence, fuzzy ...
Carlos A. Mota Soares, Rayid Ghani. References. [1] David J. Hand. Data mining ... Applications and research ... Meta-Learning, 2002. [10] Bing Liu, Minqing Hu ...