Advances in Machine Learning and Data Mining for Astronomy
Michael J. Way
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Machine Learning and Knowledge Discovery for Engineering Systems Health Management
Ashok N. Srivastava
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Contrast Data Mining : Concepts, Algorithms, and Applications
Guozhu (Wright State University, Dayton, Ohio, USA) Dong
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Support Vector Machines : Optimization Based Theory, Algorithms, and Extensions
Naiyang (China Agricultural University, Beijing, China) Deng
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Practical Graph Mining with R
Nagiza F. Samatova
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Spectral Feature Selection for Data Mining
Zheng Alan Zhao
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Computational Intelligent Data Analysis for Sustainable Development
Ting Yu
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Modeling and Data Mining in Blogosphere
Nitin Agarwal
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Ensemble Methods in Data Mining : Improving Accuracy Through Combining Predictions
Giovanni Seni
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Community detection and mining in social media
Lei Tang
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Mining Heterogeneous Information Networks : Principles and Methodologies
Yizhou Sun
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Graph Mining : Laws, Tools, and Case Studies
Deepayan Chakrabarti
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Provenance Data in Social Media
Geoffrey Barbier
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Outlier Detection for Temporal Data
Manish Gupta
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Probabilistic Approaches to Recommendations
Nicola Barbieri
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Mining Human Mobility in Location-Based Social Networks
Huiji Gao
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Exploratory Causal Analysis with Time Series Data
James M. McCracken
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Phrase Mining from Massive Text and Its Applications
Jialu Liu
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Individual and Collective Graph Mining : Principles, Algorithms, and Applications
Danai Koutra
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Mining Structures of Factual Knowledge from Text : An Effort-Light Approach
Xiang Ren
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Exploiting the Power of Group Differences : Using Patterns to Solve Data Analysis Problems
Guozhu Dong
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