Data Science / Data-mining
資料探勘是從大量資料中尋找有用的訊息的過程，透過運用統計和機器學習技術來探索和分析資料，揭示其中的模式和關聯性。
這些資訊可以被應用於預測、決策制定、洞察市場趨勢以及優化業務流程等方面。
資料探勘在各個領域中扮演著重要的角色，例如醫療保健、金融、銷售和市場營銷等。
相關書籍
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Advances in Internet, Data and Web Technologies: The 7th International Conference on Emerging Internet, Data and Web Technologies (Eidwt-2019)$7,830$7,439 -
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Learning and Decision-Making from Rank Data$2,030$1,929 -
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Rough Set-Based Classification Systems$4,070$3,867 -
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Memetic Computation: The Mainspring of Knowledge Transfer in a Data-Driven Optimization Era (Adaptation, Learning, and Optimization)$6,120$5,814 -
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Proceedings of International Conference on Cognition and Recognition: ICCR 2016 (Lecture Notes in Networks and Systems)$7,830$7,439 -
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Smart Computing and Informatics: Proceedings of the First International Conference on SCI 2016, Volume 2 (Smart Innovation, Systems and Technologies)$7,190$6,831 -
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$465人工智能與大數據技術導論 -
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資料探勘：人工智慧與機器學習發展以 SPSS Modeler 為範例$690$538 -
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Deep Learning and Missing Data in Engineering Systems$5,650$5,368 -
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Metaheuristics for Data Clustering and Image Segmentation$4,070$3,867 -
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High-Utility Pattern Mining: Theory, Algorithms and Applications$4,070$3,867 -
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Soft Modeling in Industrial Manufacturing$4,070$3,867 -
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Computational Intelligence for Pattern Recognition$6,250$5,938 -
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Machine Learning Methods for Behaviour Analysis and Anomaly Detection in Video (Springer Theses)$4,500$4,275 -
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Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining$4,150$3,943 -
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Revival: Genetic Algorithms for Pattern Recognition (1986) (CRC Press Revivals)$3,140$2,983 -
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Outlier Detection: Techniques and Applications: A Data Mining Perspective (Intelligent Systems Reference Library)$7,150$6,793 -
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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part II (Lecture Notes in Computer Science)$4,090$3,886 -
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Learning from Imbalanced Data Sets$6,250$5,938 -
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Computational Intelligence and Its Applications: 6th Ifip Tc 5 International Conference, Ciia 2018, Oran, Algeria, May 8-10, 2018, Proceedings$6,920$6,574 -
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Knowledge Computing and Its Applications: Knowledge Manipulation and Processing Techniques: Volume 1$2,100$1,995 -
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Data-Driven Process Discovery and Analysis: 7th Ifip Wg 2.6 International Symposium, Simpda 2017, Neuchatel, Switzerland, December 6-8, 2017, Revised$2,190$2,081 -
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Emerging Technologies in Data Mining and Information Security: Proceedings of Iemis 2018, Volume 1$10,590$10,061 -
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Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part$2,190$2,081 -
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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part I (Lecture Notes in Computer Science)$2,190$2,081 -
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Advances in Intelligent Informatics, Smart Technology and Natural Language Processing: Selected Revised Papers from the Joint International Symposium$6,460$6,137 -
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Transactions on Large-Scale Data- and Knowledge-Centered Systems XL (Lecture Notes in Computer Science)$2,190$2,081 -
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Intelligent Random Walk: An Approach Based on Learning Automata (SpringerBriefs in Applied Sciences and Technology)$2,190$2,081 -
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Big Scientific Data Benchmarks, Architecture, and Systems: First Workshop, SDBA 2018, Beijing, China, June 12, 2018, Revised Selected Papers (Communications in Computer and Information Science)$2,190$2,081
