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Detail
ArtikelFeature Transformation By Function Decomposition  
Oleh: Zupan, B. ; Bohanec, M. ; Demsar, J. ; Bratko, I.
Jenis: Article from Bulletin/Magazine
Dalam koleksi: IEEE Intelligent Systems vol. 13 no. 2 (1998), page 38-43.
Topik: transformation; feature information; function decomposition
Ketersediaan
  • Perpustakaan Pusat (Semanggi)
    • Nomor Panggil: II60.4A
    • Non-tandon: 1 (dapat dipinjam: 0)
    • Tandon: tidak ada
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Isi artikelThe function decomposition described can identify subsets of existing features and discover nongiven functions that map these subsets to a new feature, also, it can organize the existing and new features into a hierarchy. The authors demonstrate their Hierarchy Induction Tool (HINT) system on a housing loan - allocation application. Methods for switching circuit design often implicitly deal with feature transformation. Such methods construct a circuit to implement a given or partially given tabulated Boolean function. The authors' function - decomposition method can discover and construct a hierarchy of new features that one can add to the original dataset or transform into a hierarchy of less complex datasets. The method allows the decomposition to deal with nominal - feature (that is, not necessarily binary) functions.
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