5th International Symposium on Data Mining Applications (Advances in Intelligent Systems and Computing)
暫譯: 第五屆國際數據挖掘應用研討會(智能系統與計算進展)
- 出版商: Springer
- 出版日期: 2018-03-29
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 264
- 裝訂: Paperback
- ISBN: 3319787527
- ISBN-13: 9783319787527
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相關分類:
Data-mining
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商品描述
The 5th Symposium on Data Mining Applications (SDMA 2018) provides valuable opportunities for technical collaboration among data mining and machine learning researchers in Saudi Arabia, Gulf Cooperation Council (GCC) countries and the Middle East region. This book gathers the proceedings of the SDMA 2018. All papers were peer-reviewed based on a strict policy concerning the originality, significance to the area, scientific vigor and quality of the contribution, and address the following research areas.
• Applications: Applications of data mining in domains including databases, social networks, web, bioinformatics, finance, healthcare, and security.
• Algorithms: Data mining and machine learning foundations, algorithms, models, and theory.
• Text Mining: Semantic analysis and mining text in Arabic, semi-structured, streaming, multimedia data.
• Framework: Data mining frameworks, platforms and systems implementation.
• Visualizations: Data visualization and modeling.
商品描述(中文翻譯)
第五屆資料探勘應用研討會 (SDMA 2018) 為沙烏地阿拉伯、海灣合作委員會 (GCC) 國家及中東地區的資料探勘和機器學習研究者提供了寶貴的技術合作機會。本書匯集了 SDMA 2018 的會議論文。所有論文均經過嚴格的同行評審,評審標準包括原創性、對該領域的重要性、科學性及貢獻的質量,並涵蓋以下研究領域。
• 應用:資料探勘在資料庫、社交網絡、網路、生物資訊學、金融、醫療保健和安全等領域的應用。
• 演算法:資料探勘和機器學習的基礎、演算法、模型和理論。
• 文本探勘:阿拉伯語的語義分析和文本探勘,半結構化、串流、多媒體資料。
• 框架:資料探勘框架、平台和系統的實作。
• 視覺化:資料視覺化和建模。