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Data Mining and Big Data

Overview of attention for book
Cover of 'Data Mining and Big Data'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Database Performance Tuning and Query Optimization
  3. Altmetric Badge
    Chapter 2 Profiling Analysis of 10 Years of Rare Disease Research Using Scientific Literature
  4. Altmetric Badge
    Chapter 3 Bibliometric Analysis of Social Innovation and Complexity (Databases Scopus and Dialnet 2007–2017)
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    Chapter 4 Methodology for the Reduction and Integration of Data in the Performance Measurement of Industries Cement Plants
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    Chapter 5 Models of Multivariate Regression for Labor Accidents in Different Production Sectors: Comparative Study
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    Chapter 6 Label Propagation Algorithm Based on Adaptive H Index
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    Chapter 7 A Comparative Study Between Feature Selection Algorithms
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    Chapter 8 Human Occupation as a Complex System
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    Chapter 9 A Comparative Study of Network Embedding Based on Matrix Factorization
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    Chapter 10 Explainable Matrix Factorization with Constraints on Neighborhood in the Latent Space
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    Chapter 11 Optimization Matrix Factorization Recommendation Algorithm Based on Rating Centrality
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    Chapter 12 An Entropy-Based Similarity Measure for Collaborative Filtering
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    Chapter 13 Three-Segment Similarity Measure Model for Collaborative Filtering
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    Chapter 14 Factor Analysis of the Psychosocial Risk Assessment Instrument
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    Chapter 15 Combination of Case-Based Reasoning and Data Mining Through Integration with the Domain Ontology
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    Chapter 16 Hierarchical Ascending Classification: An Application to Contraband Apprehensions in Colombia (2015–2016)
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    Chapter 17 Dynamics of the Air Passenger Transportation Market in Colombia (2016)
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    Chapter 18 Analysis of Patterns in the University World Rankings Webometrics, Shanghai, QS and SIR-SCimago: Case Latin America
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    Chapter 19 Image Processing Pipeline for Web-Based Real-Time 3D Visualization of Teravoxel Volumes
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    Chapter 20 Big Data Visualization of the Alcohol Expenses in Taiwan
  22. Altmetric Badge
    Chapter 21 Visibility of Research in Universities: The Triad Product-Researcher-Institution. Case: Latin American Countries
  23. Altmetric Badge
    Chapter 22 Efficiency Analysis of the Visibility of Latin American Universities and Their Impact on the Ranking Web
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    Chapter 23 Concentrations and Size Distributions of Fungal Bioaerosols in a Municipal Landfill
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    Chapter 24 Web Visibility Profiles of Top100 Latin American Universities
  26. Altmetric Badge
    Chapter 25 Multiple Kernel Shadowed Clustering in Approximated Feature Space
  27. Altmetric Badge
    Chapter 26 Cluster of the Latin American Universities Top100 According to Webometrics 2017
  28. Altmetric Badge
    Chapter 27 Data Mining Using Clustering Techniques as Leprosy Epidemiology Analyzing Model
  29. Altmetric Badge
    Chapter 28 Electronic and Traditional Savings Accounts in Colombia: A Spatial Agglomeration Model
  30. Altmetric Badge
    Chapter 29 Determination of Dimensionality of the Psychosocial Risk Assessment of Internal, Individual, Double Presence and External Factors in Work Environments
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    Chapter 30 A Novel SPITters Detection Approach with Unsupervised Density-Based Clustering
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    Chapter 31 An Improved PSO-Based Clustering Algorithm Inspired by Tissue-Like P System
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    Chapter 32 Prediction and Learning Analysis Using Ensemble Classifier Based on GA in SPOC Experiments
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    Chapter 33 Influence of the Management of the Innovation in the Business Performance of the Family Business: Application to the Printing Sector in Colombia
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    Chapter 34 Prevention of Disasters Supported on the Internet of Things and Early Warning Systems
  36. Altmetric Badge
    Chapter 35 Relation Classification via BiLSTM-CNN
  37. Altmetric Badge
    Chapter 36 A Transfer Learning Based Hierarchical Attention Neural Network for Sentiment Classification
  38. Altmetric Badge
    Chapter 37 A Generic Model Based on Multiple Domains for Sentiment Classification
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    Chapter 38 Identification of Sentiment Labels Based on Self-training
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    Chapter 39 A Self-training Method for Detection of Phishing Websites
  41. Altmetric Badge
    Chapter 40 Application of Data Mining for Behavior Pattern Recognition in Telecommunication
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    Chapter 41 Application of Classification Technique of Data Mining for Employee Management System
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    Chapter 42 A Rule-Based System to Classify Scheduling Problems and Solution Techniques for Service Systems
  44. Altmetric Badge
    Chapter 43 Expert Finding in CQA Based on Topic Professional Level Model
  45. Altmetric Badge
    Chapter 44 Mining High Utility Sequential Patterns Using Maximal Remaining Utility
  46. Altmetric Badge
    Chapter 45 Stance Detection on Microblog Focusing on Syntactic Tree Representation
  47. Altmetric Badge
    Chapter 46 Determinants of the Impact Factor of Publications: A Panel Model for Journals Indexed in Scopus 2017
  48. Altmetric Badge
    Chapter 47 Multi-question Negative Surveys
  49. Altmetric Badge
    Chapter 48 Company Family, Innovation and Colombian Graphic Industry: A Bayesian Estimation of a Logistical Model
  50. Altmetric Badge
    Chapter 49 Formulation of Strategies for Efficient Cadastral Management
  51. Altmetric Badge
    Chapter 50 Knowledge Management Model to Support Software Development
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    Chapter 51 A Deep Point-of-Interest Recommendation System in Location-Based Social Networks
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    Chapter 52 Public Opinion Toward Social Business from a Social Media Perspective
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    Chapter 53 Research on the Factors Influencing Users’ Adoption Intention of E-commerce Recommendation System
  55. Altmetric Badge
    Chapter 54 An Energy-Aware Routing Protocol with Small Overhead for Wireless Sensor Networks
  56. Altmetric Badge
    Chapter 55 Bibliometric Analysis of the Deep Learning Research Status with the Data from Web of Science
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    Chapter 56 A Data-Driven Path Planner for Small Autonomous Robots Using Deep Regression Models
  58. Altmetric Badge
    Chapter 57 Design Tool of Deep Convolutional Neural Network for Visual Inspection
  59. Altmetric Badge
    Chapter 58 Deep Stock Ranker: A LSTM Neural Network Model for Stock Selection
  60. Altmetric Badge
    Chapter 59 Big Data: An Exploration Toward the Improve of the Academic Performance in Higher Education
  61. Altmetric Badge
    Chapter 60 Processing Missing Information in Big Data Environment
  62. Altmetric Badge
    Chapter 61 Big Data Tools for Smart Cities
  63. Altmetric Badge
    Chapter 62 Big Data and Blockchain Basis for Operating a New Archetype of Supply Chain
  64. Altmetric Badge
    Chapter 63 Methodology for the Design of a Student Pattern Recognition Tool to Facilitate the Teaching - Learning Process Through Knowledge Data Discovery (Big Data)
  65. Altmetric Badge
    Chapter 64 Model for the Incorporation of Big Data in Knowledge Management Oriented to Industry 4.0
  66. Altmetric Badge
    Chapter 65 Architecture Proposal for the Information Management in the Generation of Energy in Industry 4.0
  67. Altmetric Badge
    Chapter 66 Impact of Implementing Industry 4.0 in Colombia’s Supply Chains
  68. Altmetric Badge
    Chapter 67 Research on the Calculation of Urban Transport Carbon Dioxide Emissions: A Case Study of Guangzhou City
  69. Altmetric Badge
    Chapter 68 Application of an Experimental Design of D-Optimum Mixing Based on Restrictions for the Optimization of the Pre-painted Steel Line of a Steel Producer and Marketing Company
  70. Altmetric Badge
    Chapter 69 Application of a Central Design Composed of Surface of Response for the Determination of the Flatness in the Steel Sheets of a Colombian Steel
  71. Altmetric Badge
    Chapter 70 Effect of Vitamin A, Zinc and Multivitamin Supplementation on the Nutritional Status and Retinol Serum Values in School-Age Children
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    Chapter 71 Conglomerates of Latin American Countries and Public Policies for the Sustainable Development of the Electric Power Generation Sector
  73. Altmetric Badge
    Chapter 72 Co-creation Model in Small and Medium Businesses: Case Study of the Colombian Dairy Sector
  74. Altmetric Badge
    Chapter 73 Greenhouse Gases Emissions and Electric Power Generation in Latin American Countries in the Period 2006–2013
  75. Altmetric Badge
    Chapter 74 Use of the Industrial Property System for New Creations in Colombia: A Departmental Analysis (2000–2016)
Attention for Chapter 18: Analysis of Patterns in the University World Rankings Webometrics, Shanghai, QS and SIR-SCimago: Case Latin America
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Chapter title
Analysis of Patterns in the University World Rankings Webometrics, Shanghai, QS and SIR-SCimago: Case Latin America
Chapter number 18
Book title
Data Mining and Big Data
Published by
Springer, Cham, June 2018
DOI 10.1007/978-3-319-93803-5_18
Book ISBNs
978-3-31-993802-8, 978-3-31-993803-5
Authors

Maritza Torres-Samuel, Carmen Luisa Vásquez, Amelec Viloria, Noel Varela, Lissette Hernández-Fernandez, Rafael Portillo-Medina, Torres-Samuel, Maritza, Vásquez, Carmen Luisa, Viloria, Amelec, Varela, Noel, Hernández-Fernandez, Lissette, Portillo-Medina, Rafael

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X Demographics

The data shown below were collected from the profiles of 3 X users who shared this research output. Click here to find out more about how the information was compiled.
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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 59 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 59 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 6 10%
Librarian 4 7%
Student > Master 4 7%
Lecturer 3 5%
Student > Bachelor 2 3%
Other 11 19%
Unknown 29 49%
Readers by discipline Count As %
Engineering 6 10%
Social Sciences 6 10%
Business, Management and Accounting 5 8%
Computer Science 4 7%
Economics, Econometrics and Finance 2 3%
Other 6 10%
Unknown 30 51%

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