Wednesday, November 4, 2015

Geographic Data Mining and Knowledge Discovery Second Edition


Geographic Data Mining and Knowledge Discovery Second Edition
Buku ini diteribitkan tahun 2009   oleh  CRC Press, Taylor & Francis Group, LLC. USA adalah buku  edisi  Kedua.


Judul:  Geographic Data Mining and Knowledge Discovery Second Edition
Oleh: Harvey J. Miller, et al  (Editor)
Penerbit:  CRC Press, Taylor & Francis Group, LLC. USA
Tahun: 2009
Jumlah Halaman:  461  hal.

Editor:

Harvey J. Miller
Jiawei Han

Lingkup Pembahasan:
Buku ini terdiri atas 5 Modul Utama, mencakup Modul I Konsep Dasar, Modul II  Teknologi Informasi, Modul III  Aplikasi Bisnis, Modul IV  Proses Pengembangan, dan Modul V Tantangan Manajemen.

Daftar Isi:

Acknowledgments  vii
About the Editors   ix
List of Contributors   xi
Chapter 1 Geographic Data Mining and Knowledge Discovery: An Overview  1
    Harvey J. Miller and Jiawei Han
Chapter 2 Spatio-Temporal Data Mining Paradigms and Methodologies  27
    John F. Roddick and Brian G. Lees
Chapter 3 Fundamentals of Spatial Data Warehousing for Geographic Knowledge 
Discovery  45
    Yvan Bédard and Jiawei Han
Chapter 4 Analysis of Spatial Data with Map Cubes: Highway Traffic Data   69
    Chang-Tien Lu, Arnold P. Boedihardjo, and Shashi Shekhar
Chapter 5 Data Quality Issues and Geographic Knowledge Discovery  99
    Marc Gervais, Yvan Bédard, Marie-Andree Levesque, Eveline Bernier, and Rodolphe Devillers
Chapter 6 Spatial Classification and Prediction Models for Geospatial Data Mining  117
    Shashi Shekhar, Ranga Raju Vatsavai, and Sanjay Chawla
Chapter 7 An Overview of Clustering Methods in Geographic Data Analysis 149
    Jiawei Han, Jae-Gil Lee, and Micheline Kamber
Chapter 8 Computing Medoids in Large Spatial Datasets 189
    Kyriakos Mouratidis, Dimitris Papadias, and Spiros Papadimitriou
Chapter 9 Looking for a Relationship? Try GWR   227
    A. Stewart Fotheringham, Martin Charlton, and Urška Demšar
Chapter 10 Leveraging the Power of Spatial Data Mining to Enhance the Applicability of GIS
Technology  255

    Donato Malerba, Antonietta Lanza, and Annalisa Appice
Chapter 11 Visual Exploration and Explanation in Geography Analysis with Light  291
    Mark Gahegan
Chapter 12 Multivariate Spatial Clustering and Geovisualization  325
    Diansheng Guo
Chapter 13 Toward Knowledge Discovery about Geographic Dynamics in Spatiotemporal
Databases  347

    May Yuan
Chapter 14 The Role of a Multitier Ontological Framework in Reasoning to Discover Meaningful Patterns of Sustainable Mobility 367
    Monica Wachowicz, Jose Macedo, Chiara Renso, and Arend Ligtenberg
Chapter 15 Periodic Pattern Discovery from Trajectories of Moving Objects  389
    Huiping Cao, Nikos Mamoulis, and David W. Cheung
Chapter 16 Decentralized Spatial Data Mining for Geosensor Networks   409
    Patrick Laube and Matt Duckham
Chapter 17 Beyond Exploratory Visualization of Space–Time Paths  431
    Menno-Jan Kraak and Otto Huisman


  
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