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統計的学習研究室
Showing the original Japanese · View translation
生物のデータを統計や最適化で解析する手法を開発する研究室。
AboutAbout the lab
生物データを解析する、方法をつくる。
統計的学習研究室は、
統計、
タンパク質の
ウェット実験の
Key terms
- データマイニング
- 大量の
データから、 役に 立つ知識や パターンを 取り出す手法。 - カーネル
- データの
特徴を 抽出する ために 設計する 写像関数。 - バーチャルスクリーニング
- 計算機上の
数百万の 化合物から、 薬の 候補に なりうる ものを 絞り 込む作業。
ResearchResearch themes
この
*Illustrative imageタンパク質の機能予測
アミノ酸配列から、
*Illustrative image化合物の活性予測
薬を
*Illustrative image製造データの機械学習
製造分野に
MembersFaculty
- Associate Professor西郷 浩人
VoicesStudent voices
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機械学習・The information on this page is compiled by the LabLog team from the lab's public information and interviews. For corrections or removal requests, please contact LabLog, not the lab.
Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Bioinformatics Division, National Institute of Biotechnology (NIB) laboratory” Ishtiaquebioinfo / CC BY-SA 4.0 (cropped)
- タンパク質の
機能予測: “ANKRD35 protein structure” 1. Yang Zhang. I-TASSER: Fully automated protein structure prediction in CASP8. Proteins, 77 (Suppl 9): 100-113, 2009. 2. Ambrish Roy, Jianyi Yang, Yang Zhang. COFACTOR: an accurate comparative algorithm for structure-based protein function annotation. Nucleic Acids Research, 40: W471-W477, 2012. 3. Jianyi Yang, Yang Zhang. I-TASSER server: new development for protein structure and function predictions, Nucleic Acids Research, 43: W174-W181, 2015. / CC BY-SA 4.0 (cropped) - 化合物の
活性予測: “Chemical Compounds ( )” National Center for Advancing Translational Sciences from Bethesda, MD / Public domain (cropped) - 製造データの
機械学習: “3SUN-Gigafactory-Catania-automated-production-line” Ottaluc / CC BY-SA 4.0 (cropped) - Related lab (インテリジェントモデリング研究室): “Geodesic grid MPAS ocean simulation vorticity 4096x4096” Jinrong Xie / CC BY-SA 4.0 (cropped)
- Related lab (文化知能科学研究室): “Anthem of Kamchatka Krai (orchestra and choir sheet music)” Lyrics: Boris Savvovich Dubrovin (ru) Music: Evgeniy Ivanovich Morozov (ru) / Public domain (cropped)
- Related lab (人間情報科学研究室): “Bare chest of a old man for ECG with probes (36506)” Suyash.dwivedi / CC BY-SA 4.0 (cropped)
- Related lab (機械学習・
データマイニング・AI研究室): “Korean Robot” ApexInfinity Games / CC0 (cropped)
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