A state-of-the-art review on machine learning-based multiscale modeling, simulation, homogenization and design of materials
Multiscale simulation and homogenization of materials have become the major
computational technology as well as engineering tools in material modeling and material …
computational technology as well as engineering tools in material modeling and material …
Bankruptcy prediction in banks and firms via statistical and intelligent techniques–A review
This paper presents a comprehensive review of the work done, during the 1968–2005, in the
application of statistical and intelligent techniques to solve the bankruptcy prediction …
application of statistical and intelligent techniques to solve the bankruptcy prediction …
Data Mining The Text Book
C Aggarwal - 2015 - Springer
This textbook explores the different aspects of data mining from the fundamentals to the
complex data types and their applications, capturing the wide diversity of problem domains …
complex data types and their applications, capturing the wide diversity of problem domains …
[書籍][B] Data classification
CC Aggarwal, CC Aggarwal - 2015 - Springer
The classification problem is closely related to the clustering problem discussed in Chaps. 6
and 7. While the clustering problem is that of determining similar groups of data points, the …
and 7. While the clustering problem is that of determining similar groups of data points, the …
A Pearson's correlation coefficient based decision tree and its parallel implementation
Y Mu, X Liu, L Wang - Information Sciences, 2018 - Elsevier
In this paper, a Pearson's correlation coefficient based decision tree (PCC-Tree) is
established and its parallel implementation is developed in the framework of Map-Reduce …
established and its parallel implementation is developed in the framework of Map-Reduce …
Ensemble-based multi-filter feature selection method for DDoS detection in cloud computing
Widespread adoption of cloud computing has increased the attractiveness of such services
to cybercriminals. Distributed denial of service (DDoS) attacks targeting the cloud's …
to cybercriminals. Distributed denial of service (DDoS) attacks targeting the cloud's …
[書籍][B] Data clustering: theory, algorithms, and applications
The monograph Data Clustering: Theory, Algorithms, and Applications was published in
2007. Starting with the common ground and knowledge for data clustering, the monograph …
2007. Starting with the common ground and knowledge for data clustering, the monograph …
[書籍][B] Data mining: concepts and techniques
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and
methods for mining patterns, knowledge, and models from various kinds of data for diverse …
methods for mining patterns, knowledge, and models from various kinds of data for diverse …
[書籍][B] Data mining with decision trees: theory and applications
Decision trees have become one of the most powerful and popular approaches in
knowledge discovery and data mining; it is the science of exploring large and complex …
knowledge discovery and data mining; it is the science of exploring large and complex …
[PDF][PDF] Mining high-speed data streams
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