Data Science
Second International Conference, ICDS 2015, Sydney, Australia, August 8-9, 2015, Proceedings
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Beschreibung
This book constitutes the refereed proceedings of the Second International Conference on Data Science, ICDS 2015, held in Sydney, Australia, during August 8-9, 2015.
The 19 revised full papers and 5 short papers presented were carefully reviewed and selected from 31 submissions. The papers focus on the following topics: mathematical issues in data science; big data issues and applications; data quality and data preparation; data-driven scientific research; evaluation and measurement in data service; big data mining and knowledge management; case study of data science; social impacts of data science.
This book constitutes the refereed proceedings of the Second International Conference on Data Science, ICDS 2015, held in Sydney, Australia, during August 8-9, 2015.
The 19 revised full papers and 5 short papers presented were carefully reviewed and selected from 31 submissions. The papers focus on the following topics: mathematical issues in data science; big data issues and applications; data quality and data preparation; data-driven scientific research; evaluation and measurement in data service; big data mining and knowledge management; case study of data science; social impacts of data science.
Includes supplementary material: sn.pub/extras
Autor*in
Chengqi Zhang
Themen in »Data Science«
Active learning Big data Frequent patterns Large-scale social networks Social networks Data science Fast algorithm Fuzzy numbers GPS trajectory data mining Hadoop Hard clustering Item detection Lattice theory Markov chains Multi-dimensional classification