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Solving Large Scale Learning Tasks. Challenges and Algorithms

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Cover of 'Solving Large Scale Learning Tasks. Challenges and Algorithms'

Table of Contents

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    Book Overview
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    Chapter 1 Online Social Networks Event Detection: A Survey
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    Chapter 2 Detecting Events in Online Social Networks: Definitions, Trends and Challenges
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    Chapter 3 Why Do We Need Data Privacy?
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    Chapter 4 Sharing Data with Guaranteed Privacy
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    Chapter 5 Distributed Support Vector Machines: An Overview
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    Chapter 6 Big Data Classification – Aspects on Many Features
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    Chapter 7 Knowledge Discovery from Complex High Dimensional Data
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    Chapter 8 Local Pattern Detection in Attributed Graphs
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    Chapter 9 Advances in Exploratory Pattern Analytics on Ubiquitous Data and Social Media
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    Chapter 10 Understanding Human Mobility with Big Data
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    Chapter 11 On Event Detection from Spatial Time Series for Urban Traffic Applications
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    Chapter 12 Compressible Reparametrization of Time-Variant Linear Dynamical Systems
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    Chapter 13 Detection of Local Intensity Changes in Grayscale Images with Robust Methods for Time-Series Analysis
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    Chapter 14 SCHEP — A Geometric Quality Measure for Regression Rule Sets, Gauging Ranking Consistency Throughout the Real-Valued Target Space
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    Chapter 15 Bayesian Ordinal Aggregation of Peer Assessments: A Case Study on KDD 2015
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    Chapter 16 Collaborative Online Learning of an Action Model
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    Chapter 17 Ontology-Based Classification – Application of Machine Learning Concepts Without Learning
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    Chapter 18 Deep Distant Supervision: Learning Statistical Relational Models for Weak Supervision in Natural Language Extraction
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    Chapter 19 Supervised Extraction of Usage Patterns in Different Document Representations
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    Chapter 20 Data-Driven Analyses of Electronic Text Books
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    Chapter 21 k-Morik: Mining Patterns to Classify Cartified Images of Katharina
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  • Good Attention Score compared to outputs of the same age (77th percentile)
  • Above-average Attention Score compared to outputs of the same age and source (64th percentile)

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