Data mining in large sets of complex data
Data Mining in Large Sets of Complex Data discusses new algorithms that take steps forward from traditional data mining (especially for clustering) by considering large, complex datasets. Usually, other works focus in one aspect, either data size or complexity. This work considers both: it enables m...
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| Ngôn ngữ: | Undetermined English |
| Được phát hành: |
London
Springer
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| Thư viện lưu trữ: | Trung tâm Học liệu Trường Đại học Trà Vinh |
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| LEADER | 01486nam a2200277Ia 4500 | ||
|---|---|---|---|
| 001 | TVU_20696 | ||
| 008 | 210423s9999 xx 000 0 und d | ||
| 020 | |a 1447148894 | ||
| 020 | |a 9781447148890 | ||
| 041 | |a eng | ||
| 082 | |a 006.312,006.312 | ||
| 082 | |b C434 | ||
| 100 | |a Cordeiro, Robson L. F. | ||
| 245 | 0 | |a Data mining in large sets of complex data | |
| 245 | 0 | |c Robson L.F. Cordeiro, Christos Faloutsos, Caetano Traina Júnior | |
| 260 | |a London | ||
| 260 | |b Springer | ||
| 300 | |a xi, 116 p. | ||
| 300 | |b ill. | ||
| 300 | |c 24 cm | ||
| 504 | |a Includes bibliographical references | ||
| 520 | |a Data Mining in Large Sets of Complex Data discusses new algorithms that take steps forward from traditional data mining (especially for clustering) by considering large, complex datasets. Usually, other works focus in one aspect, either data size or complexity. This work considers both: it enables mining complex data from high impact applications, such as breast cancer diagnosis, region classification in satellite images, assistance to climate change forecast, recommendation systems for the Web and social networks; the data are large in the Terabyte-scale, not in Giga as usual; and very accurate results are found in just minutes | ||
| 650 | |a Data mining; Database management; Database management | ||
| 700 | |a Robson L.F. Cordeiro; Christos Faloutsos; Caetano Traina Júnior | ||
| 700 | |e author,author | ||
| 980 | |a Trung tâm Học liệu Trường Đại học Trà Vinh | ||