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MLDMMachine Learning and Data Mining
MLDMManufacturing Logical Data Model (Teradata Corp.)
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Jennifer Williams of the Naval Undersea Warfare Center (NUWC) Keyport Division and Emily Nystrom of SPAWAR Systems Center Atlantic presented their work on obsolescence management in talks titled "Applying Machine Learning and Data Mining to Obsolescence Management" and "Applications of Random Forests for Modeling Obsolescence," respectively.
For machine learning and data mining methods, datasets are important, and the following are some descriptions of few famous datasets related to Internet security or intrusion detection.
GAs have been used in machine learning and data mining applications (Aci et al., 2010; Freitas, 2002; Agustin-Blas et al., 2012; Sikora & Piramuthu, 2005).
--Apache Mahout [5]: Scalable machine learning and data mining open source software based mainly in Hadoop.
Advances in machine learning and data mining for astronomy.
Machine learning and data mining; introduction to principles and algorithms.
Among the winners are several AAAI Fellows, including Yolanda Gil, honored for her leadership in advancing the use of artificial intelligence in support of science and for service to the community; Carla Brodley for applications of machine learning and for increasing participation of women in computer science; James Hendler for contributions to artificial intelligence and the development of the Semantic Web; Manuela Veloso for contributions to the field of artificial intelligence, in particular in planning, learning, multi-agent systems, and robotics; and Zhi-Hua Zhou for contributions to machine learning and data mining. The new fellows will be formally honored at the ACM Awards Banquet on June 24.
Orange is also being used for teaching courses in machine learning and data mining in countries around the world, including the US, Italy, France, Japan, Turkey, Cuba, and Peru.
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