Foundations of Intelligent Systems
24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings
Editors: Ceci, M., Japkowicz, N., Liu, J., Papadopoulos, G.A., Raś, Z.W. (Eds.)
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- About this book
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This book constitutes the proceedings of the 24th International Symposium on Foundations of Intelligent Systems, ISMIS 2018, held in Limassol, Cyprus, in October 2018.
The 32 full, 8 short, and 4 application papers presented in this volume were carefully reviewed and selected from 59 submissions. The papers deal with topics such as bioinformatics and health informatics, graph mining, image analysis, intelligent systems, mining complex patterns, novelty detection and class imbalance, social data analysis, spatio-temporal analysis, and topic modeling and opinion mining. In addition, three special sessions were organized, namely: Special Session on Granular and Soft Clustering for Data Science, Special Session on Intelligent Methodologies for Traffic Data Analysis and Mining, and Special Session on Advanced Methods in Machine Learning for Modeling Complex Data.
- Table of contents (40 chapters)
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Fully Automatic Classification of Flow Cytometry Data
Pages 3-12
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Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction
Pages 13-23
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Early Detection of Heart Symptoms with Convolutional Neural Network and Scattering Wavelet Transformation
Pages 24-31
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Rough Sets: Visually Discerning Neurological Functionality During Thought Processes
Pages 32-41
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Solving the Maximal Clique Problem on Compressed Graphs
Pages 45-55
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Table of contents (40 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Foundations of Intelligent Systems
- Book Subtitle
- 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings
- Editors
-
- Michelangelo Ceci
- Nathalie Japkowicz
- Jiming Liu
- George A. Papadopoulos
- Zbigniew W. Raś
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 11177
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-01851-1
- DOI
- 10.1007/978-3-030-01851-1
- Softcover ISBN
- 978-3-030-01850-4
- Edition Number
- 1
- Number of Pages
- XXV, 464
- Number of Illustrations
- 111 b/w illustrations
- Topics
