Loading…

QR Code

Outlier Detection: Techniques and Applications A Data Mining Perspective /

This book, drawing on recent literature, highlights several methodologies for the detection of outliers and explains how to apply them to solve several interesting real-life problems. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its sig...

Full description

Bibliographic Details
Main Authors:	Ranga Suri, N. N. R. (Author), Murty M, Narasimha (Author), Athithan, G. (Author)
Corporate Author:	SpringerLink (Online service)
Format:	e-Book
Language:	English
Published:	Cham : Springer International Publishing : 2019. Imprint: Springer,
Edition:	1st ed. 2019.
Series:	Intelligent Systems Reference Library, 155
Subjects:	Computational intelligence. Data mining. System theory. Computational Intelligence. Data Mining and Knowledge Discovery. Complex Systems.
Online Access:	Full-text access

Similar Items

Cognitive Computing for Big Data Systems Over IoT Frameworks, Tools and Applications /
Published: (Springer International Publishing : Imprint: Springer, 2018.)

Techniques and Environments for Big Data Analysis Parallel, Cloud, and Grid Computing /
Published: (Springer International Publishing : Imprint: Springer, 2016.)

Machine Learning for Evolution Strategies
by: Kramer, Oliver
Published: (Springer International Publishing : Imprint: Springer, 2016.)

Software Data Engineering for Network eLearning Environments Analytics and Awareness Learning Services /
Published: (Springer International Publishing : Imprint: Springer, 2018.)

Soft Computing in Data Analytics Proceedings of International Conference on SCDA 2018 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Computational Intelligence in Data Mining Proceedings of the International Conference on CIDM 2017 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Recent Advances on Soft Computing and Data Mining The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016 Proceedings /
Published: (Springer International Publishing : Imprint: Springer, 2017.)

Computational Intelligence in Data Mining Proceedings of the International Conference on CIDM, 10-11 December 2016 /
Published: (Springer Nature Singapore : Imprint: Springer, 2017.)

Computational Intelligence in Data Mining-Volume 2 Proceedings of the International Conference on CIDM, 5-6 December 2015 /
Published: (Springer India : Imprint: Springer, 2016.)

Computational Intelligence in Data Mining-Volume 1 Proceedings of the International Conference on CIDM, 5-6 December 2015 /
Published: (Springer India : Imprint: Springer, 2016.)

High-Utility Pattern Mining Theory, Algorithms and Applications /
Published: (Springer International Publishing : Imprint: Springer, 2019.)

Machine Learning for Cyber Physical Systems Selected papers from the International Conference ML4CPS 2015 /
Published: (Springer Berlin Heidelberg : Imprint: Springer Vieweg, 2016.)

Machine Learning for Cyber Physical Systems Selected papers from the International Conference ML4CPS 2016 /
Published: (Springer Berlin Heidelberg : Imprint: Springer Vieweg, 2017.)

Proceedings of International Conference on Computational Intelligence and Data Engineering ICCIDE 2017 /
Published: (Springer Nature Singapore : Imprint: Springer, 2018.)

Proceedings of International Conference on Computational Intelligence and Data Engineering Proceedings of ICCIDE 2018 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Intelligent Agents in Data-intensive Computing
Published: (Springer International Publishing : Imprint: Springer, 2016.)

Highlighting the Importance of Big Data Management and Analysis for Various Applications
Published: (Springer International Publishing : Imprint: Springer, 2018.)

Advances in Big Data Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece /
Published: (Springer International Publishing : Imprint: Springer, 2017.)

Mobile Big Data A Roadmap from Models to Technologies /
Published: (Springer International Publishing : Imprint: Springer, 2018.)

Rule Based Systems for Big Data A Machine Learning Approach /
by: Liu, Han, et al.
Published: (Springer International Publishing : Imprint: Springer, 2016.)

Recent Developments in Machine Learning and Data Analytics IC3 2018 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Artificial Intelligent Methods for Handling Spatial Data Fuzzy Rulebase Systems and Gridded Data Problems /
by: Verstraete, Jörg
Published: (Springer International Publishing : Imprint: Springer, 2019.)

Advances in Knowledge Discovery and Management Volume 6 /
Published: (Springer International Publishing : Imprint: Springer, 2017.)

Intelligent Distributed Computing X Proceedings of the 10th International Symposium on Intelligent Distributed Computing - IDC 2016, Paris, France, October 10-12 2016 /
Published: (Springer International Publishing : Imprint: Springer, 2017.)

Intelligent and Evolutionary Systems The 19th Asia Paciﬁc Symposium, IES 2015, Bangkok, Thailand, November 2015, Proceedings /
Published: (Springer International Publishing : Imprint: Springer, 2016.)

Networking Communication and Data Knowledge Engineering Volume 2 /
Published: (Springer Nature Singapore : Imprint: Springer, 2018.)

Networking Communication and Data Knowledge Engineering Volume 1 /
Published: (Springer Nature Singapore : Imprint: Springer, 2018.)

Proceedings of ELM-2015 Volume 2 Theory, Algorithms and Applications (II) /
Published: (Springer International Publishing : Imprint: Springer, 2016.)

Proceedings of ELM-2015 Volume 1 Theory, Algorithms and Applications (I) /
Published: (Springer International Publishing : Imprint: Springer, 2016.)

Proceedings of the International Conference on Data Engineering 2015 (DaEng-2015)
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Advances in Data and Information Sciences Proceedings of ICDIS-2017, Volume 1 /
Published: (Springer Nature Singapore : Imprint: Springer, 2018.)

Advances in Data and Information Sciences Proceedings of ICDIS 2017, Volume 2 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Advances in Knowledge Discovery and Management Volume 7 /
Published: (Springer International Publishing : Imprint: Springer, 2018.)

Harmony Search and Nature Inspired Optimization Algorithms Theory and Applications, ICHSA 2018 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Data Science and Big Data Analytics ACM-WIR 2018 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Advances in Feature Selection for Data and Pattern Recognition
Published: (Springer International Publishing : Imprint: Springer, 2018.)

International Conference on Innovative Computing and Communications Proceedings of ICICC 2018, Volume 1 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Ambient Communications and Computer Systems RACCCS-2018 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Information and Communication Technology for Competitive Strategies Proceedings of Third International Conference on ICTCS 2017 /
Published: (Springer Nature Singapore : Imprint: Springer, 2019.)

Intelligent Computing and Information and Communication Proceedings of 2nd International Conference, ICICC 2017 /
Published: (Springer Nature Singapore : Imprint: Springer, 2018.)