A Degeneracy Framework for Graph Similarity: グラフ類似度のための縮退フレームワーク

Transcript

1. "
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   w ਖ਼ఆ஋ੑɿ k : × → ℝ+ ∀x, y ∈ : k(x, y) = k(y, x) ∀n ∈ ℕ, x1 , …, xn ∈ : (Gij ) ≜ (k(xi , xj )) ∈ ℝn×n (
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   w w w w w άϥϑΧʔωϧ͸άϥϑΛ௚઀ೖྗͱͯ͠ѻ͑ΔΞϧΰϦζϜͷઃܭʹ໾ཱͭ άϥϑΧʔωϧͱ͸ʁ k( , ) = 100
6. άϥϑΧʔωϧͷԠ༻ྫ https://art.ist.hokudai.ac.jp/~takigawa/data/fpai94_takigawa.pdf
7. άϥϑΧʔωϧ͕΍͍ͬͯΔ͜ͱ k( , ) = ⟨ϕ( ), ϕ( )⟩ℋ = 100 ࠶ੜ֩ώϧϕϧτۭؒ
   3,)4 σʔλۭؒʢू߹ʣ ℋ = (ℝd, ⟨ ⋅ , ⋅ ⟩ℋ ) ϕ : → ℋ ϕ( ) ϕ( ) ໌ࣔతʹಛ௃ྔΛੜ੒ʢJF
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22. ݁Ռʢฏۉ
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24. ࣮ߦ࣌ؒͷ૿େʹؔ͢Δߟ࡯ ‣ ϕʔεΧʔωϧͷ࣮ߦ࣌ؒʹର͢ΔɺLDPSF
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