Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10934)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Conference series link(s): MLDM: International Conference on Machine Learning and Data Mining in Pattern Recognition
Conference proceedings info: MLDM 2018.
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Table of contents (35 papers)
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Front Matter
Other Volumes
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Machine Learning and Data Mining in Pattern Recognition
About this book
This two-volume set LNAI 10934 and LNAI 10935 constitutes the refereed proceedings of the 14th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2018, held in New York, NY, USA in July 2018.
The 92 regular papers presented in this two-volume set were carefully reviewed and selected from 298 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multi-media data types such as image mining, text mining, video mining, and Web mining.
Keywords
- machine learning
- data mining
- pattern recognition
- medical data mining
- frequent item set mining
- time series mining
- classification
- feature selection
- clustering
- image mining
- graph mining
- process mining
- support vector machines
- neural networks
- image processing
- computational linguistics
- Support Vector Machines
- image segmentation
- text processing
- clustering
Editors and Affiliations
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Institute of Computer Vision and Applied Computer Sciences, Leipzig, Germany
Petra Perner
Bibliographic Information
Book Title: Machine Learning and Data Mining in Pattern Recognition
Book Subtitle: 14th International Conference, MLDM 2018, New York, NY, USA, July 15-19, 2018, Proceedings, Part I
Editors: Petra Perner
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-96136-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG, part of Springer Nature 2018
Softcover ISBN: 978-3-319-96135-4Published: 08 July 2018
eBook ISBN: 978-3-319-96136-1Published: 09 July 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XV, 455
Number of Illustrations: 149 b/w illustrations, 112 illustrations in colour
Topics: Artificial Intelligence, Natural Language Processing (NLP), Natural Language Processing (NLP), Data Mining and Knowledge Discovery, Information Systems Applications (incl. Internet), Image Processing and Computer Vision