Overview
- Ying Tan
Peking University, Beijing, China
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- Yuhui Shi
Southern University of Science and Technology, Shenzhen, China
Search author on:PubMed Google Scholar
- Milan Tuba
Singidunum University, Belgrade, Serbia
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Part of the book series:Communications in Computer and Information Science (CCIS, volume 1234)
Included in the following conference series:
Conference proceedings info: DMBD 2020.
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About this book
The 7 full papers and 3 short papers presented in this volume were carefully reviewed and selected from 39 submissions. The papers present the latest research on advantages in theories, technologies, and applications in data mining and big data. The volume covers many aspects of data mining and big data as well as intelligent computing methods applied to all fields of computer science, machine learning, data mining and knowledge discovery, data science, etc.
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Keywords
Table of contents (10 papers)
Front Matter
Pages i-xiAdaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks
- Tao Ma, Ying Tan
Pages 1-13RPP Algorithm: A Method for Discovering Interesting Rare Itemsets
- Sadeq Darrab, David Broneske, Gunter Saake
Pages 14-25Pareto Optimization in Oil Refinery
- Dmitri Kostenko, Dmitriy Arseniev, Vyacheslav Shkodyrev, Vadim Onufriev
Pages 26-33Hypothesis Verification for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations
- Kazuhisa Chiba, Taiki Hatta, Masahiro Kanazaki
Pages 34-44An Evaluation Algorithm of the Importance of Network Node Based on Community Influence
- Gongzhen He, Junyong Luo, Meijuan Yin
Pages 57-70PCA Based Kernel Initialization for Convolutional Neural Networks
- Yifeng Wang, Yuxi Rong, Hongyue Pan, Ke Liu, Yang Hu, Fangmin Wu et al.
Pages 71-82Research on PM2.5 Integrated Prediction Model Based on Lasso-RF-GAM
- Tingxian Wu, Ziru Zhao, Haoxiang Wei, Yan Peng
Pages 83-94Research on Short-Term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning
- Yuan Mei, Ting Hu, Li Chun Yang
Pages 95-107Analysis of Breast Cancer Detection Using Different Machine Learning Techniques
- Siham A. Mohammed, Sadeq Darrab, Salah A. Noaman, Gunter Saake
Pages 108-117Back Matter
Pages 119-119
Other volumes
Data Mining and Big Data
Editors and Affiliations
Peking University, Beijing, China
Ying Tan
Southern University of Science and Technology, Shenzhen, China
Yuhui Shi
Singidunum University, Belgrade, Serbia
Milan Tuba
Accessibility Information
Bibliographic Information
Book Title:Data Mining and Big Data
Book Subtitle:5th International Conference, DMBD 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings
Editors:Ying Tan, Yuhui Shi, Milan Tuba
Series Title:Communications in Computer and Information Science
DOI:https://doi.org/10.1007/978-981-15-7205-0
Publisher:Springer Singapore
eBook Packages:Computer Science,Computer Science (R0)
Copyright Information:Springer Nature Singapore Pte Ltd. 2020
Softcover ISBN:978-981-15-7204-3Published: 11 July 2020
eBook ISBN:978-981-15-7205-0Published: 11 July 2020
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number:1
Number of Pages:XI, 119
Number of Illustrations:35 b/w illustrations, 40 illustrations in colour
Topics:Computer Applications,Information Systems and Communication Service,Artificial Intelligence,Mathematics of Computing,Computer Systems Organization and Communication Networks