Data Mining and Big Data - Communications in Computer and Information Science
Latest Publications

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(FIVE YEARS 10)

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Published By Springer Singapore

9789811572043, 9789811572050

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

RPP Algorithm: A Method for Discovering Interesting Rare Itemsets

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_2 ◽

2020 ◽

pp. 14-25

Author(s):

Sadeq Darrab ◽

David Broneske ◽

Gunter Saake

Keyword(s):

Rare Itemsets

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Research on Short-Term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_9 ◽

2020 ◽

pp. 95-107

Author(s):

Yuan Mei ◽

Ting Hu ◽

Li Chun Yang

Keyword(s):

Machine Learning ◽

Traffic Congestion ◽

Comprehensive Evaluation ◽

Fuzzy Comprehensive Evaluation ◽

Urban Traffic ◽

Short Term

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Hypothesis Verification for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_4 ◽

2020 ◽

pp. 34-44

Author(s):

Kazuhisa Chiba ◽

Taiki Hatta ◽

Masahiro Kanazaki

Keyword(s):

Analysis Of Variance ◽

Triangular Matrix ◽

Matrix Representations

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Application of Decision Tree Algorithm Based on Clustering and Entropy Method Level Division for Regional Economic Index Selection

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_5 ◽

2020 ◽

pp. 45-56

Author(s):

Yi Zhang ◽

Gang Yang

Keyword(s):

Decision Tree ◽

Entropy Method ◽

Economic Index ◽

Index Selection ◽

Decision Tree Algorithm ◽

Regional Economic ◽

Tree Algorithm

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Research on PM2.5 Integrated Prediction Model Based on Lasso-RF-GAM

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_8 ◽

2020 ◽

pp. 83-94

Author(s):

Tingxian Wu ◽

Ziru Zhao ◽

Haoxiang Wei ◽

Yan Peng

Keyword(s):

Prediction Model ◽

Model Based

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Pareto Optimization in Oil Refinery

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_3 ◽

2020 ◽

pp. 26-33

Author(s):

Dmitri Kostenko ◽

Dmitriy Arseniev ◽

Vyacheslav Shkodyrev ◽

Vadim Onufriev

Keyword(s):

Pareto Optimization ◽

Oil Refinery

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PCA Based Kernel Initialization for Convolutional Neural Networks

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_7 ◽

2020 ◽

pp. 71-82

Author(s):

Yifeng Wang ◽

Yuxi Rong ◽

Hongyue Pan ◽

Ke Liu ◽

Yang Hu ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks

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Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_1 ◽

2020 ◽

pp. 1-13

Author(s):

Tao Ma ◽

Ying Tan

Keyword(s):

Knowledge Transfer ◽

Attention Networks ◽

Task Learning

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An Evaluation Algorithm of the Importance of Network Node Based on Community Influence

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_6 ◽

2020 ◽

pp. 57-70

Author(s):

Gongzhen He ◽

Junyong Luo ◽

Meijuan Yin

Keyword(s):

Network Node ◽

Community Influence ◽

Evaluation Algorithm

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Analysis of Breast Cancer Detection Using Different Machine Learning Techniques

Data Mining and Big Data - Communications in Computer and Information Science ◽

10.1007/978-981-15-7205-0_10 ◽

2020 ◽

pp. 108-117

Author(s):

Siham A. Mohammed ◽

Sadeq Darrab ◽

Salah A. Noaman ◽

Gunter Saake

Keyword(s):

Breast Cancer ◽

Machine Learning ◽

Cancer Detection ◽

Breast Cancer Detection ◽

Machine Learning Techniques ◽

Learning Techniques

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Data Mining and Big Data - Communications in Computer and Information ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Singapore

RPP Algorithm: A Method for Discovering Interesting Rare Itemsets

Research on Short-Term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning

Hypothesis Verification for Designing Flyback Booster by Analysis of Variance Visualized on Triangular Matrix Representations

Application of Decision Tree Algorithm Based on Clustering and Entropy Method Level Division for Regional Economic Index Selection

Research on PM2.5 Integrated Prediction Model Based on Lasso-RF-GAM

Pareto Optimization in Oil Refinery

PCA Based Kernel Initialization for Convolutional Neural Networks

Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks

An Evaluation Algorithm of the Importance of Network Node Based on Community Influence

Analysis of Breast Cancer Detection Using Different Machine Learning Techniques

Data Mining and Big Data - Communications in Computer and Information Science
Latest Publications