Data Science [[electronic resource] ] : 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018, Zhengzhou, China, September 21-23, 2018, Proceedings, Part II / / edited by Qinglei Zhou, Qiguang Miao, Hongzhi Wang, Wei Xie, Yan Wang, Zeguang Lu
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| Titolo: |
Data Science [[electronic resource] ] : 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018, Zhengzhou, China, September 21-23, 2018, Proceedings, Part II / / edited by Qinglei Zhou, Qiguang Miao, Hongzhi Wang, Wei Xie, Yan Wang, Zeguang Lu
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| Pubblicazione: | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2018 |
| Edizione: | 1st ed. 2018. |
| Descrizione fisica: | 1 online resource (XXIX, 649 p. 269 illus.) |
| Disciplina: | 006.3 |
| Soggetto topico: | Data mining |
| Application software | |
| Artificial intelligence | |
| Computer communication systems | |
| Optical data processing | |
| Data Mining and Knowledge Discovery | |
| Information Systems Applications (incl. Internet) | |
| Artificial Intelligence | |
| Computer Communication Networks | |
| Computer Imaging, Vision, Pattern Recognition and Graphics | |
| Persona (resp. second.): | ZhouQinglei |
| MiaoQiguang | |
| WangHongzhi | |
| XieWei | |
| WangYan | |
| LuZeguang | |
| Nota di contenuto: | Computational theory for data science -- Big data management and applications -- Data quality and data preparation -- Evaluation and measurement in data science -- Data visualization -- Big data mining and knowledge management -- Infrastructure for data science -- Machine learning for data science -- Data security and privacy -- Applications of data science -- Case study of data science -- Multimedia data management and analysis -- Data-driven scientific research -- Data-driven bioinformatics -- Data-driven healthcare -- Data-driven management -- Data-driven e-government -- Data-driven smart city/planet -- Data marketing and economics -- Social media and recommendation systems -- Data-driven security -- Data-driven business model innovation -- Social and/or organizational impacts of data science. |
| Sommario/riassunto: | This two volume set (CCIS 901 and 902) constitutes the refereed proceedings of the 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018 (originally ICYCSEE) held in Zhengzhou, China, in September 2018. The 125 revised full papers presented in these two volumes were carefully reviewed and selected from 1057 submissions. The papers cover a wide range of topics related to basic theory and techniques for data science including mathematical issues in data science, computational theory for data science, big data management and applications, data quality and data preparation, evaluation and measurement in data science, data visualization, big data mining and knowledge management, infrastructure for data science, machine learning for data science, data security and privacy, applications of data science, case study of data science, multimedia data management and analysis, data-driven scientific research, data-driven bioinformatics, data-driven healthcare, data-driven management, data-driven eGovernment, data-driven smart city/planet, data marketing and economics, social media and recommendation systems, data-driven security, data-driven business model innovation, social and/or organizational impacts of data science. |
| Titolo autorizzato: | Data Science |
| ISBN: | 978-981-13-2206-8 |
| 981-13-2206-6 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910299301903321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Communications in Computer and Information Science, . 1865-0929 ; ; 902