"This book focuses on the mathematical models and methods that support most data mining applications and solution techniques, covering such topics as association rules; Bayesian methods; data visualization; kernel methods; neural networks; text, speech, and image recognition; an invaluable...

Recently, nature has stimulated many successful techniques, algorithms, and computational applications allowing conventionally difficult problems to be solved through novel computing systems. This book provides the latest findings in nature-inspired algorithms and their applications for...

In recent years, data mining has become a powerful tool in assisting society with its various layers and individual elements useful in obtaining intelligent information for making knowledgeable decisions. In the realm of knowledge discovery, data mining is becoming one of the most popular topics...

"This book introduces the reader to recent research activities in the field of data mining, covering association mining, classification, mobile marketing, opinion mining, microarray data mining, internet mining and applications of data mining on biological data, telecommunication and distributed...

"This book provides relevant theoretical foundations, and disseminates new research findings and expert views on the remaining challenges in ontology learning, discussing artificial intelligence, knowledge acquisition, knowledge representation and reasoning, text mining, information extraction,...

Biologically inspired techniques for data mining: a brief overview of particle swarm optimization for KDD / Shafiq Alam, Gillian Dobbie, Yun Sing Koh, Saeed ur Rehman -- Probabilistic control and swarm dynamics in mobile robots and ants / Eugene Kagan, Alexander Rybalov, Alon Sela, Hava...

"This book combines the latest empirical research findings, best practices, and applicable theoretical frameworks surrounding data analytics and knowledge acquisition while providing a multi-disciplinary perspective of the subject area"--Provided by publisher

Integration of data mining and statistical methods for constructing and exploring data cubes / Muhammad Usman -- Online processing of end-user data in real-time data warehousing / M. Asif Naeem, Noreen Jamil -- Multi-relational data mining a comprehensive survey / Ali H. Gazala, Waseem Ahmad --...

Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural nets --...