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Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery

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Cover of 'Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery'

Table of Contents

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    Book Overview
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    Chapter 1 Interactive Visualization of Big Data
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    Chapter 2 Big Data Management in the Cloud: Evolution or Crossroad?
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    Chapter 3 Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization
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    Chapter 4 Performing and Visualizing Temporal Analysis of Large Text Data Issued for Open Sources: Past and Future Methods
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    Chapter 5 Influence of Outliers Introduction on Predictive Models Quality
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    Chapter 6 Mining Rule-Based Knowledge Bases
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    Chapter 7 Two Methods of Combining Classifiers, Which are Based on Decision Templates and Theory of Evidence, in a Dispersed Decision-Making System
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    Chapter 8 Methods for Selecting Nodes for Maximal Spread of Influence in Recommendation Services
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    Chapter 9 Memetic Neuro-Fuzzy System with Differential Optimisation
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    Chapter 10 New Rough-Neuro-Fuzzy Approach for Regression Task in Incomplete Data
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    Chapter 11 Improvement of Precision of Neuro-Fuzzy System by Increase of Activation of Rules
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    Chapter 12 Rough Sets in Multicriteria Classification of National Heritage Monuments
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    Chapter 13 Inference Rules for Fuzzy Functional Dependencies in Possibilistic Databases
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    Chapter 14 The Evaluation of Map-Reduce Join Algorithms
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    Chapter 15 The Design of the Efficient Theta-Join in Map-Reduce Environment
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    Chapter 16 Non-recursive Approach for Sort-Merge Join Operation
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    Chapter 17 Estimating Costs of Materialization Methods for SQL:1999 Recursive Queries
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    Chapter 18 Performance Aspect of the In-Memory Databases Accessed via JDBC
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    Chapter 19 Comparison of the Behaviour of Local Databases and Databases Located in the Cloud
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    Chapter 20 Scalable Distributed Two-Layer Datastore Providing Data Anonymity
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    Chapter 21 Coordination of Parallel Tasks in Access to Resource Groups by Adaptive Conflictless Scheduling
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    Chapter 22 Conflictless Task Scheduling Using Association Rules
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    Chapter 23 Distributed Computing in Monotone Topological Spaces
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    Chapter 24 AScale: Auto-Scale in and out ETL+Q Framework
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    Chapter 25 AScale: Big/Small Data ETL and Real-Time Data Freshness
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    Chapter 26 New Similarity Measure for Spatio-Temporal OLAP Queries
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    Chapter 27 Enhancing Concept Extraction from Polish Texts with Rule Management
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    Chapter 28 Mapping of Selected Synsets to Semantic Features
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    Chapter 29 A Diversified Classification Committee for Recognition of Innovative Internet Domains
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    Chapter 30 The Onto-CropBase – A Semantic Web Application for Querying Crops Linked-Data
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    Chapter 31 TripleID: A Low-Overhead Representation and Querying Using GPU for Large RDFs
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    Chapter 32 eQuant - A Server for Fast Protein Model Quality Assessment by Integrating High-Dimensional Data and Machine Learning
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    Chapter 33 Evaluation of Descriptor Algorithms of Biological Sequences and Distance Measures for the Intelligent Cluster Index (ICIx)
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    Chapter 34 A Holistic Approach to Testing Biomedical Hypotheses and Analysis of Biomedical Data
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    Chapter 35 Distributed Monte Carlo Feature Selection: Extracting Informative Features Out of Multidimensional Problems with Linear Speedup
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    Chapter 36 Architectural Challenges of Genotype-Phenotype Data Management
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    Chapter 37 Appling of Neural Networks to Classification of Brain-Computer Interface Data
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    Chapter 38 Content Modelling in Radiological Social Network Collaboration
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    Chapter 39 Features of SQL Databases for Multi-tenant Applications Based on Oracle DBMS
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    Chapter 40 A New Big Data Framework for Customer Opinions Polarity Extraction
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    Chapter 41 Evidence Based Conflict Resolution for Independent Sources and Independent Attributes
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    Chapter 42 A New MGlaber Approach as an Example of Novel Artificial Acari Optimization
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    Chapter 43 Physical Knowledge Base Representation for Web Expert System Shell
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    Chapter 44 OSA Architecture
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    Chapter 45 An Investigation of Face and Fingerprint Feature-Fusion Guidelines
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    Chapter 46 GISB: A Benchmark for Geographic Map Information Extraction
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    Chapter 47 SRsim: A Simulator for SSD-Based RAID
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    Chapter 48 Application of Reversible Denoising and Lifting Steps to LDgEb and RCT Color Space Transforms for Improved Lossless Compression
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    Chapter 49 Daily Urban Water Demand Forecasting - Comparative Study
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    Chapter 50 Database Index Debug Techniques: A Case Study
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    Chapter 51 AI Implementation in Military Combat Identification – A Practical Solution
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    Chapter 52 Persistence Management in Digital Document Repository
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    Chapter 53 Intelligent FTBint Method for Server Resources Protection
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    Chapter 54 Lexicon-Based System for Drug Abuse Entity Extraction from Twitter
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    Chapter 55 Manifold Learning for Hand Pose Recognition: Evaluation Framework
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    Chapter 56 A Meta-Learning Approach to Methane Concentration Value Prediction
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    Chapter 57 Anomaly Detection in Data Streams: The Petrol Station Simulator
Overall attention for this book and its chapters
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Title
Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery
Published by
Springer International Publishing, January 2016
DOI 10.1007/978-3-319-34099-9
ISBNs
978-3-31-934098-2, 978-3-31-934099-9
Editors

Stanisław Kozielski, Dariusz Mrozek, Paweł Kasprowski, Bożena Małysiak-Mrozek, Daniel Kostrzewa

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 22 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Spain 1 5%
United States 1 5%
Netherlands 1 5%
Poland 1 5%
Unknown 18 82%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 18%
Professor > Associate Professor 3 14%
Student > Doctoral Student 2 9%
Student > Bachelor 2 9%
Lecturer 2 9%
Other 6 27%
Unknown 3 14%
Readers by discipline Count As %
Computer Science 8 36%
Engineering 3 14%
Agricultural and Biological Sciences 3 14%
Social Sciences 2 9%
Philosophy 1 5%
Other 2 9%
Unknown 3 14%