دانلود کتاب Data Mining and Big Data: 5th International Conference, DMBD 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings

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Front Matter ....Pages i-xi
Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks (Tao Ma, Ying Tan)....Pages 1-13
RPP Algorithm: A Method for Discovering Interesting Rare Itemsets (Sadeq Darrab, David Broneske, Gunter Saake)....Pages 14-25
Pareto Optimization in Oil Refinery (Dmitri Kostenko, Dmitriy Arseniev, Vyacheslav Shkodyrev, Vadim Onufriev)....Pages 26-33
Hypothesis Verification for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations (Kazuhisa Chiba, Taiki Hatta, Masahiro Kanazaki)....Pages 34-44
Application of Decision Tree Algorithm Based on Clustering and Entropy Method Level Division for Regional Economic Index Selection (Yi Zhang, Gang Yang)....Pages 45-56
An Evaluation Algorithm of the Importance of Network Node Based on Community Influence (Gongzhen He, Junyong Luo, Meijuan Yin)....Pages 57-70
PCA Based Kernel Initialization for Convolutional Neural Networks (Yifeng Wang, Yuxi Rong, Hongyue Pan, Ke Liu, Yang Hu, Fangmin Wu et al.)....Pages 71-82
Research on PM2.5 Integrated Prediction Model Based on Lasso-RF-GAM (Tingxian Wu, Ziru Zhao, Haoxiang Wei, Yan Peng)....Pages 83-94
Research on Short-Term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning (Yuan Mei, Ting Hu, Li Chun Yang)....Pages 95-107
Analysis of Breast Cancer Detection Using Different Machine Learning Techniques (Siham A. Mohammed, Sadeq Darrab, Salah A. Noaman, Gunter Saake)....Pages 108-117
Back Matter ....Pages 119-119