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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Process Mining Techniques for Pattern Recognition: Concepts, Theory, and Practice$2,430$2,308 -
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Gene Expression Data Analysis: A Statistical and Machine Learning Perspective$2,860$2,717 -
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Data Mining and Exploration: From Traditional Statistics to Modern Data Science$2,860$2,717 -
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Artificial Intelligence, Machine Learning, and Data Science Technologies: Future Impact and Well-Being for Society 5.0$2,530$2,403 -
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Artificial Intelligence and Data Mining for Mergers and Acquisitions$2,500$2,375 -
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Data Analytics, Computational Statistics, and Operations Research for Engineers: Methodologies and Applications$2,530$2,403 -
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Recent Advances in Time Series Forecasting$2,800$2,660 -
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Data Analytics for Pandemics: A COVID-19 Case Study$1,280$1,216 -
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Data Analytics: Handbook of Formulas and Techniques$3,170$3,011 -
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Proceedings of the 2nd International Conference on Cognitive and Intelligent Computing: ICCIC 2022, 27-28 December, Hyderabad, India; Volume 2$9,040$8,588 -
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Data Analytics and Management in Data Intensive Domains: 25th International Conference, Damdid/Rcdl 2023, Moscow, Russia, October 24-27, 2023, Revised$3,580$3,401 -
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Proceedings of the 2nd International Conference on Cognitive and Intelligent Computing: ICCIC 2022, 27-28 December, Hyderabad, India; Volume 1$9,040$8,588 -
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Perspectives on Paradata: Research and Practice of Documenting Process Knowledge$7,230$6,868 -
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Sports Analytics: First International Conference, Isace 2024, Paris, France, July 12-13, 2024, Proceedings$6,460$6,137 -
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Data Analysis and Optimization: In Honor of Boris Mirkin's 80th Birthday$7,990$7,590 -
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Dynamic Graph Learning for Dimension Reduction and Data Clustering$1,890$1,795 -
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Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications$9,040$8,588 -
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Social, Cultural, and Behavioral Modeling: 17th International Conference, Sbp-Brims 2024, Pittsburgh, Pa, Usa, September 18-20, 2024, Proceedings$3,010$2,859 -
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Privacy in Statistical Databases: International Conference, Psd 2024, Antibes Juan-Les-Pins, France, September 25-27, 2024, Proceedings$3,770$3,581 -
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Science, Engineering Management and Information Technology: Second International Conference, Semit 2023, Ankara, Turkey, September 14-15, 2023, Procee$3,910$3,714 -
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ICT for Intelligent Systems: Proceedings of Ictis 2023$10,780$10,241 -
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Beyond Bytes: Ethical Data Monetization in the Digital Age$1,540$1,463 -
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Intelligent Data Analytics in Business: Select Proceedings of Icdabm 2022$9,040$8,588 -
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Data Management Technologies and Applications: 12th International Conference, Data 2023, Rome, Italy, July 11-13, 2023, Revised Selected Papers$5,310$5,044 -
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Computational Collective Intelligence: 16th International Conference, ICCCI 2024, Leipzig, Germany, September 9-11, 2024, Proceedings, Part II$3,580$3,401 -
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Computational Collective Intelligence: 16th International Conference, ICCCI 2024, Leipzig, Germany, September 9-11, 2024, Proceedings, Part I$3,580$3,401 -
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Why Data Science Projects Fail: The Harsh Realities of Implementing AI and Analytics, Without the Hype$5,300$5,035
