Last Updated:2025/12/07
Sentence

観測から隠れ状態列を推定し事後確率を計算するために、研究者はしばしば観測系列に対して全ての隠れ状態変数の事後周辺分布を計算する隠れマルコフモデルの推論アルゴリズムを適用します。

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To estimate the hidden state sequence and compute posterior probabilities from observations, researchers often apply the forward-backward algorithm in hidden Markov models.

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To estimate the hidden state sequence and compute posterior probabilities from observations, researchers often apply the forward-backward algorithm in hidden Markov models.

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Related words

forward-backward algorithm

Noun
Japanese Meaning
隠れマルコフモデルにおける推論アルゴリズム。観測されたデータに基づいて隠れ状態の事後(周辺)分布を計算するため、動的計画法を用い、順方向と逆方向の2段階のパスで処理を行う手法。
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観測から隠れ状態列を推定し事後確率を計算するために、研究者はしばしば観測系列に対して全ての隠れ状態変数の事後周辺分布を計算する隠れマルコフモデルの推論アルゴリズムを適用します。

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