| Jenis Bahan |
Monograf |
| Judul |
Data mining in time series and streaming databases / editor, Mark Last, Horst Bunke, Abraham Kandel |
| Judul Asli |
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| Judul Seragam |
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| Pengarang |
Last, Mark (editor) (pengarang -) - (Clustering-based classification of document streams with actuve learning)
Bunke, Horst (editor)
Kandel, Abraham (editor)
Bifet, Albert (pengarang -) - (Streaming data mining with massive online analytics (MOA))
Read, Jesse (pengarang -) - (Streaming data mining with massive online analytics (MOA))
Holmes, Geoff (pengarang -) - (Streaming data mining with massive online analytics (MOA))
Pfahfinger, Bernhard (pengarang -) - (Streaming data mining with massive online analytics (MOA))
Cardoso, Douglas O. (pengarang -) - (Weightless neural modeling for mining data streams)
Gama, Joao (pengarang -) - (Weightless neural modeling for mining data streams)
Franca, Felipe (pengarang -) - (Weightless neural modeling for mining data streams)
Brzezzinski, Dariusz (pengarang -) - (Ensemble classifiers for imbalanced and evolving data streams)
Stefanowski, Jerzy (pengarang -) - (Ensemble classifiers for imbalanced and evolving data streams)
Nienkotter, Andreas (pengarang -) - (Consensus leaning for sequence data)
Xiaoyi, Jiang (pengarang -) - (Consensus leaning for sequence data)
Stoliar, Maxim (pengarang -) - (Clustering-based classification of document streams with actuve learning)
Friedman, Menahern (pengarang -) - (Clustering-based classification of document streams with actuve learning)
Cornelisse, Remon (pengarang -) - (Supporting the mining of big data by means of domain knowledge during the pre-mining phases)
Choenni, Sunil (pengarang -) - (Supporting the mining of big data by means of domain knowledge during the pre-mining phases)
Munir, Mohsin (pengarang -) - (Data analytics: industrial perspective & solutions for streaming data)
Baumbach, Sebastian (pengarang -) - (Data analytics: industrial perspective & solutions for streaming data)
Ying, Gu (pengarang -) - (Data analytics: industrial perspective & solutions for streaming data)
Dengel, Andreas (pengarang -) - (Data analytics: industrial perspective & solutions for streaming data)
Ahmed, Sheraz (pengarang -) - (Data analytics: industrial perspective & solutions for streaming data)
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| Edisi |
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| Pernyataan Seri |
Vol. 83 1793-0839 Series in machine perception and artificial intelligence ; |
| Penerbitan |
New Jersey : World Scientific Publishing Co. Pte. Ltd., 2018
© 2018 by World Scientific Publishing Co. Pte. Ltd.
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| Deskripsi Fisik |
xxiv, 171 halaman : ilustrasi ; 24 cm
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| Jenis Isi |
teks
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| Jenis Media |
tanpa perantara
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| Jenis Wadah |
volume
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| Informasi Teknis |
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| ISBN |
978-981-3228-03-0
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| ISSN |
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| ISMN |
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| Subjek |
Algoritma
Data mining
Pengolahan data elektronis
Pangkalan data
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| Abstrak |
Sebagian besar algoritme penambangan data dan pembelajaran mesin dirancang untuk menangani data "statis", yang disimpan seluruhnya dalam sistem database dan tidak berubah secara signifikan dari waktu ke waktu. Banyak algoritma semacam itu bahkan mengabaikan pengurutan kedatangan observasi karena tidak relevan dengan proses penemuan pengetahuan. Volume ini merupakan kelanjutan dari proyek editorial kami sebelumnya - Data Mining in Time Series Databases (World Scientific, 2004), yang membahas aspek dan tantangan yang diperkenalkan pada tugas penambangan data dan penemuan pengetahuan dengan menambahkan dimensi waktu ke database. |
| Catatan |
Indeks
Termasuk bibliografi
Isi : Streaming data mining with massive online analytics (MOA) / Albert Bifet, Jesse Read, Geoff Holmes, and Bernhard Pfahfinger -- Weightless neural modeling for mining data streams / Douglas O. Cardoso, Joao Gama and Felipe Franca -- Ensemble classifiers for imbalanced and evolving data streams / Dariusz Brzezzinski and Jerzy Stefanowski -- Consensus leaning for sequence data / Andreas Nienkotter and Xiaoyi Jiang -- Clustering-based classification of document streams with actuve learning / Mark Last, Maxim Stoliar and Menahern Friedman -- Supporting the mining of big data by means of domain knowledge during the pre-mining phases / Remon Cornelisse and Sunil Choenni -- Data analytics: industrial perspective & solutions for streaming data / Mohsin Munir, Sebastian Baumbach, Ying Gu, Andreas Dengel, and Sheraz Ahmed
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| Bahasa |
Inggris |
| Bentuk Karya |
Bukan fiksi |
| Target Pembaca |
Umum |
| Lokasi Akses Online |
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