Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, New York, NY, USA, July 15-19, 2018, Proceedings, Part I

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.

List of contents

Classification.- Clustering.- Image mining.- Text mining.- Video mining.-Web mining.- Graph mining.- Process mining.

Summary

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.

Product details

• Assisted by: Petra Perner (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 08.07.2018
• EAN: 9783319961354
• ISBN: 978-3-31-996135-4
• No. of pages: 455
• Dimensions: 154 mm x 27 mm x 236 mm
• Weight: 709 g
• Illustrations: XV, 455 p. 261 illus., 112 illus. in color.
• Series: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; C, Data Mining, Artificial Intelligence, angewandte informatik, Natürliche Sprachen und maschinelle Übersetzung, Maschinelles Sehen, Bildverstehen, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Computer Vision, Information Systems Applications (incl. Internet), Image Processing and Computer Vision, Computer and Information Systems Applications, Application software, Data Mining and Knowledge Discovery, Internet searching, Optical data processing, Image processing, Expert systems / knowledge-based systems, Natural language & machine translation, Natural Language Processing (NLP), Natural language processing (Computer science)