عنوان

Data mining for geoinformatics :

شابک

1461476682

شابک

1461476690

شابک

9781461476689

شابک

9781461476696

شابک اشتباه

9781461476689

شماره

b431268

عنوان اصلي

Data mining for geoinformatics :

نام عام مواد

[Book]

ساير اطلاعات عنواني

methods and applications /

نام نخستين پديدآور

Guido Cervone, Jessica Lin, Nigel Waters, editors

نام خاص و کميت اثر

1 online resource (xi, 166 pages) :

ساير جزييات

illustrations

متن يادداشت

Includes bibliographical references

متن يادداشت

Computation in hyperspectral imagery (HSI) data analysis: role and opportunities / Mark Salvador and Ron Resmini -- Toward understanding tornado formation through spatiotemporal data mining / Amy McGovern, Derek H. Rosendahl, and Rodger A. Brown -- Source term estimation for the 2011 Fukushima nuclear accident / Guido Cervone and Pasquale Franzese -- GIS-based traffic simulation using OSM / Jörg Dallmeyer, Andreas D. Lattner, and Ingo J. Timm -- Evaluation of real-time traffic applications based on data stream mining / Sandra Geisler and Christoph Quix -- Geospatial visual analytics of traffic and weather data for better winter road management / Yuzuru Tanaka [and five others] -- Exploratory visualization of collective mobile objects data using temporal granularity and spatial similarity / Tetsuo Kobayashi and Harvey Miller

بدون عنوان

0

متن يادداشت

The rate at which geospatial data is being generated exceeds our computational capabilities to extract patterns for the understanding of a dynamically changing world. Geoinformatics and data mining focuses on the development and implementation of computational algorithms to solve these problems. This unique volume contains a collection of chapters on state-of-the-art data mining techniques applied to geoinformatic problems of high complexity and important societal value. Data Mining for Geoinformatics addresses current concerns and developments relating to spatio-temporal data mining issues in remotely-sensed data, problems in meteorological data such as tornado formation, estimation of radiation from the Fukushima nuclear power plant, simulations of traffic data using OpenStreetMap, real time traffic applications of data stream mining, visual analytics of traffic and weather data and the exploratory visualization of collective, mobile objects such as the flocking behavior of wild chickens. This book is designed for researchers and advanced-level students focused on computer science, earth science and geography as a reference or secondary text book. Practitioners working in the areas of data mining and geoscience will also find this book to be a valuable reference

عنوان

Data Mining for Geoinformatics : Methods and Applications.

شماره استاندارد بين المللي کتاب و موسيقي

9781461476689

موضوع مستند نشده

Data mining

موضوع مستند نشده

Geospatial data

موضوع مستند نشده

Artificial Intelligence (incl. Robotics)

موضوع مستند نشده

Computer Science

موضوع مستند نشده

Data Mining and Knowledge Discovery

موضوع مستند نشده

Database Management

موضوع مستند نشده

Earth Sciences, general

موضوع مستند نشده

Geographical Information Systems/Cartography

موضوع مستند نشده

COM-- 000000

موضوع مستند نشده

COM021030

موضوع مستند نشده

UNF

موضوع مستند نشده

UYQE

شماره

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Cervone, Guido

مستند نام اشخاص تاييد نشده

Lin, Jessica

مستند نام اشخاص تاييد نشده

Waters, Nigel M., (Nigel Michael),1950-

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network

تاريخ عمليات

20150609113938.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y