Database Systems for Advanced Applications

Table of Contents

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   Book Overview
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   Chapter 1 A Synthetic Minority Oversampling Method Based on Local Densities in Low-Dimensional Space for Imbalanced Learning
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   Chapter 2 Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles
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   Chapter 3 Rare Category Exploration on Linear Time Complexity
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   Chapter 4 FP-CPNNQ: A Filter-Based Protocol for Continuous Probabilistic Nearest Neighbor Query
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   Chapter 5 Efficient Queries Evaluation on Block Independent Disjoint Probabilistic Databases
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   Chapter 6 Parallel Top- k Query Processing on Uncertain Strings Using MapReduce
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   Chapter 7 Tracing Errors in Probabilistic Databases Based on the Bayesian Network
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   Chapter 8 Mining Frequent Spatial-Textual Sequence Patterns
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    Chapter 9 Effective and Interpretable Document Classification Using Distinctly Labeled Dirichlet Process Mixture Models of von Mises-Fisher Distributions
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    Chapter 10 MPTM: A Topic Model for Multi-Part Documents
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    Chapter 11 Retaining Rough Diamonds: Towards a Fairer Elimination of Low-Skilled Workers
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    Chapter 12 Skyline Trips of Multiple POIs Categories
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    Chapter 13 Keyword-Aware Dominant Route Search for Various User Preferences
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    Chapter 14 Spatial Keyword Range Search on Trajectories
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    Chapter 15 TOF: A Throughput Oriented Framework for Spatial Queries Processing in Multi-core Environment
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    Chapter 16 Identifying and Caching Hot Triples for Efficient RDF Query Processing
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    Chapter 17 History-Pattern Implementation for Large-Scale Dynamic Multidimensional Datasets and Its Evaluations
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    Chapter 18 Scalagon: An Efficient Skyline Algorithm for All Seasons
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    Chapter 19 Towards Order-Preserving SubMatrix Search and Indexing
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    Chapter 20 Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis
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    Chapter 21 Improved Weighted Bloom Filter and Space Lower Bound Analysis of Algorithms for Approximated Membership Querying
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    Chapter 22 Tree Contraction for Compressed Suffix Arrays on Modern Processors
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    Chapter 23 Scalable Top- $$ k$$ Spatial Image Search on Road Networks
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    Chapter 24 An Efficient Method to Find the Optimal Social Trust Path in Contextual Social Graphs
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    Chapter 25 Pricing Strategies for Maximizing Viral Advertising in Social Networks
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    Chapter 26 Boosting Financial Trend Prediction with Twitter Mood Based on Selective Hidden Markov Models
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    Chapter 27 k-Consistent Influencers in Network Data
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    Chapter 28 Analyzing Electric Vehicle Energy Consumption Using Very Large Data Sets
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    Chapter 29 Interactive, Flexible, and Generic What-If Analyses Using In-Memory Column Stores
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    Chapter 30 Energy Efficient Scheduling of Fine-Granularity Tasks in a Sensor Cloud
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    Chapter 31 Invariant Event Tracking on Social Networks
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    Chapter 32 EmoTrend: Emotion Trends for Events
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    Chapter 33 A Restaurant Recommendation System by Analyzing Ratings and Aspects in Reviews
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    Chapter 34 ENRS: An Effective Recommender System Using Bayesian Model
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    Chapter 35 EPSCS: Simulating and Measuring Energy Proportionality of Server Clusters
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    Chapter 36 MAVis: A Multiple Microblogs Analysis and Visualization Tool