The Elements of Statistical Learning : Data Mining, Inference, and Prediction, Second Edition
Trevor Hastie
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Effective CRM using Predictive Analytics
Antonios Chorianopoulos
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Text Mining in Practice with R
Ted Kwartler
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Decoding the Social World : Data Science and the Unintended Consequences of Communication
Sandra (University of Pennsylvania) Gonzalez-Bailon
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Machine Learning for Data Streams : with Practical Examples in MOA
Albert (Professor of Computer Science, Telecom ParisTech) Bifet
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Signal Processing and Machine Learning with Applications
Michael M. Richter
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Emerging Research Challenges and Opportunities in Computational Social Network Analysis and Mining
Nitin Agarwal
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Broad Learning Through Fusions : An Application on Social Networks
Jiawei Zhang
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Data Science for Economics and Finance : Methodologies and Applications
Sergio Consoli
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Metalearning : Applications to Automated Machine Learning and Data Mining
Pavel Brazdil
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Technologies and Applications for Big Data Value
Edward Curry
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Applying Predictive Analytics : Finding Value in Data
Richard V. McCarthy
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Recurrent Neural Networks : From Simple to Gated Architectures
Fathi M. Salem
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Dimensionality Reduction in Data Science
Max Garzon
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Social Vulnerability to COVID-19 : Impacts of Technology Adoption and Information Behavior
Xiaojun Yuan
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The Beginner's Guide to Data Science
Robert Ball
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Automated Taxonomy Discovery and Exploration
Jiaming Shen
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Advances in Graph Neural Networks
Chuan Shi
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Computational Intelligence in Data Science : 5th IFIP TC 12 International Conference, ICCIDS 2022, Virtual Event, March 24-26, 2022, Revised Selected Papers
Lekshmi Kalinathan
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Trustworthy Communications and Complete Genealogies : Unifying Ancestries for a Genealogical History of the Modern World
Reagan W. Moore
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Proximity and Epidata : Attributes and Meaning Modification
Laurie J. Bonnici
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Human-Centered Data Discovery
Kathleen Gregory
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Toward Robots That Reason: Logic, Probability & Causal Laws
Vaishak Belle
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Embedding Knowledge Graphs with RDF2vec
Heiko Paulheim
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