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Big Data Analytics and Knowledge Discovery

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Cover of 'Big Data Analytics and Knowledge Discovery'

Table of Contents

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    Book Overview
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    Chapter 1 Detecting the Onset of Machine Failure Using Anomaly Detection Methods
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    Chapter 2 A Hybrid Architecture for Tactical and Strategic Precision Agriculture
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    Chapter 3 Urban Analytics of Big Transportation Data for Supporting Smart Cities
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    Chapter 4 Frequent Item Mining When Obtaining Support Is Costly
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    Chapter 5 Mining Sequential Patterns of Historical Purchases for E-commerce Recommendation
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    Chapter 6 Discovering and Visualizing Efficient Patterns in Cost/Utility Sequences
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    Chapter 7 Efficient Row Pattern Matching Using Pattern Hierarchies for Sequence OLAP
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    Chapter 8 Statistically Significant Discriminative Patterns Searching
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    Chapter 9 Multidimensional Integration of RDF Datasets
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    Chapter 10 RDFPartSuite: Bridging Physical and Logical RDF Partitioning
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    Chapter 11 Mining Quantitative Temporal Dependencies Between Interval-Based Streams
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    Chapter 12 Democratization of OLAP DSMS
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    Chapter 13 Leveraging the Data Lake: Current State and Challenges
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    Chapter 14 SDWP: A New Data Placement Strategy for Distributed Big Data Warehouses in Hadoop
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    Chapter 15 Improved Programming-Language Independent MapReduce on Shared-Memory Systems
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    Chapter 16 Evaluating Redundancy and Partitioning of Geospatial Data in Document-Oriented Data Warehouses
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    Chapter 17 Scalable Least Square Twin Support Vector Machine Learning
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    Chapter 18 Finding Strongly Correlated Trends in Dynamic Attributed Graphs
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    Chapter 19 Text-Based Event Detection: Deciphering Date Information Using Graph Embeddings
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    Chapter 20 Efficiently Computing Homomorphic Matches of Hybrid Pattern Queries on Large Graphs
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    Chapter 21 From Conceptual to Logical ETL Design Using BPMN and Relational Algebra
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    Chapter 22 Accurate Aggregation Query-Result Estimation and Its Efficient Processing on Distributed Key-Value Store
Attention for Chapter 15: Improved Programming-Language Independent MapReduce on Shared-Memory Systems
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Chapter title
Improved Programming-Language Independent MapReduce on Shared-Memory Systems
Chapter number 15
Book title
Big Data Analytics and Knowledge Discovery
Published by
Springer, Cham, August 2019
DOI 10.1007/978-3-030-27520-4_15
Book ISBNs
978-3-03-027519-8, 978-3-03-027520-4
Authors

Erik G. Selin, Herna L. Viktor, Selin, Erik G., Viktor, Herna L.

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