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Foundations of Intelligent Systems : 23rd International Symposium, ISMIS 2017, Warsaw, Poland, June 26-29, 2017, Proceedings / edited by Marzena Kryszkiewicz, Annalisa Appice, Dominik Ślęzak, Henryk Rybinski, Andrzej Skowron, Zbigniew W. Raś.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 10352
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 10352
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Data mining.
- Natural language processing (Computer science).
- Computer science.
- Application software.
- Information storage and retrieval systems.
- Artificial Intelligence.
- Data Mining and Knowledge Discovery.
- Natural Language Processing (NLP).
- Theory of Computation.
- Computer and Information Systems Applications.
- Information Storage and Retrieval.
- Local Subjects:
- Artificial Intelligence.
- Data Mining and Knowledge Discovery.
- Natural Language Processing (NLP).
- Theory of Computation.
- Computer and Information Systems Applications.
- Information Storage and Retrieval.
- Physical Description:
- 1 online resource (XXIX, 747 pages) : 182 illustrations
- Edition:
- 1st ed. 2017.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2017.
- System Details:
- text file PDF
- Summary:
- This book constitutes the proceedings of the 23rd International Symposium on Foundations of Intelligent Systems, ISMIS 2017, held in Warsaw, Poland, in June 2017. The 56 regular and 15 short papers presented in this volume were carefully reviewed and selected from 118 submissions. The papers include both theoretical and practical aspects of machine learning, data mining methods, deep learning, bioinformatics and health informatics, intelligent information systems, knowledge-based systems, mining temporal, spatial and spatio-temporal data, text and Web mining. In addition, four special sessions were organized; namely, Special Session on Big Data Analytics and Stream Data Mining, Special Session on Granular and Soft Clustering for Data Science, Special Session on Knowledge Discovery with Formal Concept Analysis and Related Formalisms, and Special Session devoted to ISMIS 2017 Data Mining Competition on Trading Based on Recommendations, which was launched as a part of the conference.
- Contents:
- Machine learning
- data mining methods
- deep learning, bioinformatics and health informatics
- intelligent information systems
- knowledge-based system
- mining temporal, spatial and spatio-temporal data
- text and Web mining
- big data analytics and stream data mining
- granular and soft clustering for data science
- knowledge discovery with formal concept analysis and related formalisms
- data mining competition on trading based on recommendations.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-60438-1
- 9783319604381
- Access Restriction:
- Restricted for use by site license.
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