An all-pair quantum SVM approach for big data multiclass classification

In this paper, we discuss a quantum approach for the all-pair multiclass classification problem. In an all-pair approach, there is one binary classification problem for each pair of classes, and so there are k ( k  − 1)/2 classifiers for a k -class classification problem. As compared to the classica...

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Veröffentlicht in:	Quantum information processing 2018-10, Vol.17 (10), p.1-16, Article 282
Hauptverfasser:	Bishwas, Arit Kumar, Mani, Ashish, Palade, Vasile
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Data management Data Structures and Information Theory Mathematical Physics Physics Physics and Astronomy Quantum Computing Quantum Information Technology Quantum Physics Run time (computers) Spintronics Support vector machines
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