Del 1234 - Communications in Computer and Information Science

Data Mining and Big Data

5th International Conference, DMBD 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings

Häftad, Engelska, 2020

Av Ying Tan, Yuhui Shi, Milan Tuba

729 kr

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This book constitutes refereed proceedings of the 5th International Conference on Data Mining and Big Data, DMBD 2020, held in July 2020. Due to the COVID-19 pandemic the conference was held in a fully virtual format. 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.

Produktinformation

Utgivningsdatum2020-07-11
Mått155 x 235 x undefined mm
FormatHäftad
SpråkEngelska
SerieCommunications in Computer and Information Science
Antal sidor119
FörlagSpringer Verlag, Singapore
ISBN9789811572043

Tillhör följande kategorier

Tillämpad datateknik inom Data och it
Systemvetenskap och AI inom Data och it
Hårdvara inom Data och it
Artificiell intelligens inom Data och it
Databaser inom Data och it

Adaptive and Dynamic Knowledge Transfer in Multi-task Learning with Attention Networks.- RPP Algorithm: a Method for Discovering Interesting Rare Itemsets.- Pareto Optimization in Oil Refinery.- Hypothesis Verication 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.- An Evaluation Algorithm of the Importance of Network Node Based on Community Influence.- PCA Based Kernel Initialization for Convolutional Neural Networks.- Research on PM2.5 Integrated Prediction Model Based on lasso-RF-GAM.- Research on Short-term Urban Traffic Congestion Based on Fuzzy Comprehensive Evaluation and Machine Learning.- Analysis of Breast Cancer Detection Using Different Machine Learning Techniques.