Big data: techniques and technologies in geoinformatics
"Developments related to big data problem solving, such as advanced high-performance hardware and software platforms, availability of data, collected manually and automatically through sensors and crowds, and the availability of suitable training datasets have greatly aided the latest advances...
Gespeichert in:
| Weitere beteiligte Personen: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton, FL
CRC Press
2025
|
| Ausgabe: | Second edition. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781040090268/?ar |
| Zusammenfassung: | "Developments related to big data problem solving, such as advanced high-performance hardware and software platforms, availability of data, collected manually and automatically through sensors and crowds, and the availability of suitable training datasets have greatly aided the latest advances in deep learning models, algorithms, and structures. This second edition provides up-to-date knowledge on deep learning and includes five new chapters, each focusing on a separate real-world problem to which deep learning is applied. These include problems in the fields of climate, water, landslides, satellite imagery, autonomous vehicles, and mobility"-- |
| Beschreibung: | Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on July 10, 2024) |
| Umfang: | 1 Online-Ressource (xiii, 385 Seiten) illustrations, maps |
| ISBN: | 9781003406969 1003406963 9781040090251 1040090257 9781040090268 1040090265 |
Internformat
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| 245 | 1 | 0 | |a Big data |b techniques and technologies in geoinformatics |c edited by Hassan A. Karimi |
| 246 | 3 | 3 | |a Techniques and technologies in geoinformatics |
| 250 | |a Second edition. | ||
| 264 | 1 | |a Boca Raton, FL |b CRC Press |c 2025 | |
| 264 | 4 | |c ©2025 | |
| 300 | |a 1 Online-Ressource (xiii, 385 Seiten) |b illustrations, maps | ||
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| 500 | |a Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on July 10, 2024) | ||
| 520 | |a "Developments related to big data problem solving, such as advanced high-performance hardware and software platforms, availability of data, collected manually and automatically through sensors and crowds, and the availability of suitable training datasets have greatly aided the latest advances in deep learning models, algorithms, and structures. This second edition provides up-to-date knowledge on deep learning and includes five new chapters, each focusing on a separate real-world problem to which deep learning is applied. These include problems in the fields of climate, water, landslides, satellite imagery, autonomous vehicles, and mobility"-- | ||
| 650 | 0 | |a Geography |x Data processing | |
| 650 | 0 | |a Big data | |
| 650 | 0 | |a Geographic information systems | |
| 650 | 0 | |a Geospatial data | |
| 650 | 0 | |a High performance computing | |
| 650 | 4 | |a Géographie ; Informatique | |
| 650 | 4 | |a Données géospatiales | |
| 650 | 4 | |a Superinformatique | |
| 650 | 4 | |a TECHNOLOGY / Remote Sensing | |
| 650 | 4 | |a COMPUTERS / Artificial Intelligence | |
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| discipline | Geographie |
| edition | Second edition. |
| format | Electronic eBook |
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| id | ZDB-30-ORH-110157540 |
| illustrated | Illustrated |
| indexdate | 2025-01-17T11:22:06Z |
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| isbn | 9781003406969 1003406963 9781040090251 1040090257 9781040090268 1040090265 |
| language | English |
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| spelling | Big data techniques and technologies in geoinformatics edited by Hassan A. Karimi Techniques and technologies in geoinformatics Second edition. Boca Raton, FL CRC Press 2025 ©2025 1 Online-Ressource (xiii, 385 Seiten) illustrations, maps Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on July 10, 2024) "Developments related to big data problem solving, such as advanced high-performance hardware and software platforms, availability of data, collected manually and automatically through sensors and crowds, and the availability of suitable training datasets have greatly aided the latest advances in deep learning models, algorithms, and structures. This second edition provides up-to-date knowledge on deep learning and includes five new chapters, each focusing on a separate real-world problem to which deep learning is applied. These include problems in the fields of climate, water, landslides, satellite imagery, autonomous vehicles, and mobility"-- Geography Data processing Big data Geographic information systems Geospatial data High performance computing Géographie ; Informatique Données géospatiales Superinformatique TECHNOLOGY / Remote Sensing COMPUTERS / Artificial Intelligence Karimi, Hassan A. HerausgeberIn edt 9781032525143 Erscheint auch als Druck-Ausgabe 9781032525143 |
| spellingShingle | Big data techniques and technologies in geoinformatics Geography Data processing Big data Geographic information systems Geospatial data High performance computing Géographie ; Informatique Données géospatiales Superinformatique TECHNOLOGY / Remote Sensing COMPUTERS / Artificial Intelligence |
| title | Big data techniques and technologies in geoinformatics |
| title_alt | Techniques and technologies in geoinformatics |
| title_auth | Big data techniques and technologies in geoinformatics |
| title_exact_search | Big data techniques and technologies in geoinformatics |
| title_full | Big data techniques and technologies in geoinformatics edited by Hassan A. Karimi |
| title_fullStr | Big data techniques and technologies in geoinformatics edited by Hassan A. Karimi |
| title_full_unstemmed | Big data techniques and technologies in geoinformatics edited by Hassan A. Karimi |
| title_short | Big data |
| title_sort | big data techniques and technologies in geoinformatics |
| title_sub | techniques and technologies in geoinformatics |
| topic | Geography Data processing Big data Geographic information systems Geospatial data High performance computing Géographie ; Informatique Données géospatiales Superinformatique TECHNOLOGY / Remote Sensing COMPUTERS / Artificial Intelligence |
| topic_facet | Geography Data processing Big data Geographic information systems Geospatial data High performance computing Géographie ; Informatique Données géospatiales Superinformatique TECHNOLOGY / Remote Sensing COMPUTERS / Artificial Intelligence |
| work_keys_str_mv | AT karimihassana bigdatatechniquesandtechnologiesingeoinformatics AT karimihassana techniquesandtechnologiesingeoinformatics |