Saigo Hiroto 西郷浩人

… Alternative Names

saigo hiroto 西郷浩人

SAIGO Hiroto 西郷浩人

Less

Researcher Number	90586124
Other IDs
Affiliation (Current)	2025: 九州大学, システム情報科学研究院, 准教授
Affiliation (based on the past Project Information) *help	2018 – 2024: 九州大学, システム情報科学研究院, 准教授 2016: 九州大学, システム情報科学研究院, 准教授 2012 – 2015: 九州工業大学, 情報工学研究院, 准教授 2013: 九州工業大学, 情報工学部生命情報工学科, 准教授 2012: 九州工業大学, 大学院・情報工学研究院, 准教授 2012: 九州工業大学, 生命情報工学科, 准教授 2011: 九州工業大学, 大学院情報工学研究院, 准教授
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related / Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related / Basic Section 60030:Statistical science-related / Medium-sized Section 62:Applied informatics and related fields / Statistical science / Statistical science Except Principal Investigator Basic Section 26060:Metals production and resources production-related / Perceptual information processing / Environmental technology/Environmental materials
Keywords	Principal Investigator 機械学習 / 物性予測 / 多相融体の粘度 / ガウス過程 / 転移学習 / 特徴選択 / 非線形回帰 / ロバスト推定 / 電気抵抗 / 高温多相融体 … More / 放射性廃棄物 / 化合物 / タンパク質 / 勾配降下法 / 実験計画 / 解釈可能性 / CNN / ベイズ最適化 / 回帰 / 操業データ / 疎性非線形モデル / 鉄鋼製造 / 深層学習 / 外挿予測 / 鉄鋼生産 / 異常検知 / 国際情報交換、ドイツ / 頻出パターンマイニング / 情報量基準 / epistasis / ゲノムワイド相関解析(GWAS) / カーネル / 線形混合モデル / 多重検定 / アイテムセットマイニング / モデル選択 / カーネル法 / model selection / hypothesis testing / kernel methods / variable selection / SNP / GWAS / 国際研究者交流、フランス、スイス / クラスタリング / ケモインフォマティクス / バーチャルスクリーニング / 国際情報交換（フランス、スイス） / ゲノム統計解析 / 医薬生物 … More Except Principal Investigator 機械学習 / サスペンション / 粘度 / 酸化物 / 界面電荷 / レオロジー特性 / 実験式 / 多相流体 / 転移学習 / 回帰計算 / ガウス過程 / 粘弾性流体 / 非ニュートン流体 / フォーム / 見かけ粘度 / 構造分類 / 画像認識 / 相互部分空間法 / 多視点画像 / ３次元構造 / タンパク質 / 次世代シークエンス解析 / トランスクリプトーム / 環境修復技術 / ヒ素 / Pteris vittata / 次世代シークエンシング解析 / ファイトレメディエーション / 環境浄化技術 Less

A machine learning approach to dealing with high-level radioactive wastes by controlling physical properties of high-temperature multiphase meltPrincipal Investigator
- Principal Investigator
  
  西郷浩人
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60030:Statistical science-related
  Basic Section 61030:Intelligent informatics-related
  Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related
- Research Institution
  Kyushu University
A machine learning approach to automatic design of genes, proteins and chemical compoundsPrincipal Investigator
- Principal Investigator
  
  西郷浩人
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 62:Applied informatics and related fields
- Research Institution
  Kyushu University
Impact of Interfacial and Electrical Characteristics on Rheological Property of Molten Oxide-based Suspension at High Temperature
- Principal Investigator
  
  齊藤敬高
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 26060:Metals production and resources production-related
- Research Institution
  Kyushu University
Development of algorithms for manufacture informatics and its evaluation in steel industryPrincipal Investigator
- Principal Investigator
  
  saigo hiroto
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Kyushu University
Estimation of rheological characteristics of dual phase fluid at high temperature utilizing transfer learning
- Principal Investigator
  
  Saito Noritaka
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 26060:Metals production and resources production-related
- Research Institution
  Kyushu University
3D protein analysis based on the multiple view images
- Principal Investigator
  
  FUKUI Kazuhiro
- Project Period (FY)
  2013 – 2014
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Perceptual information processing
- Research Institution
  University of Tsukuba
A GWAS study considering multiple genic/invironmental factorsPrincipal Investigator
- Principal Investigator
  
  Saigo Hiroto
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Young Scientists (A)
- Research Field
  
  Statistical science
- Research Institution
  Kyushu University
  Kyushu Institute of Technology
Development of amethod to extract structural features from large-scale protein-lig and dataPrincipal Investigator
- Principal Investigator
  
  SAIGO Hiroto
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Kyushu Institute of Technology
Transcriptome analysis of As-hyperaccumulator, Pteris vittata, for the soil remediation system.
- Principal Investigator
  
  HATAYAMA Masayoshi
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Environmental technology/Environmental materials
- Research Institution
  Tohoku University

All 2024 2023 2022 2021 2020 2019 2017 2016 2015 2014 2013 2012 2011

All Journal Article Presentation Book

[Book] "Matrix Decomposition-based Dimensionality Reduction on Graph Data" in Sakr, S. and Pardede, E. editors "Graph Data Management: Techniques and Applications"2011
- Author(s)
  Hiroto Saigo, Koji Tsuda
- Total Pages
  25
- Publisher
  IGI Global
- Data Source
  KAKENHI-PROJECT-23700338
[Book] IGI Global "MatrixDecomposition-based Dimensionality Reduction on Graph Data" , "Graph Data Management: Techniques and Applications"2011
- Author(s)
  Hiroto Saigo, Koji Tsuda, Sakr, S. and Pardede, E. editors
- Data Source
  KAKENHI-PROJECT-23700338
[Journal Article] pLMSNOSite: an ensemble-based approach for predicting protein S-nitrosylation sites by integrating supervised word embedding and embedding from pre-trained protein language model2023
- Author(s)
  Pratyush, P., Pokharel, S., Saigo, H., KC.D.B.
- Journal Title
  
  BMC Bioinform.
  
  Volume: 24(1) Issue: 1
- DOI
  10.1186/s12859-023-05164-9
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19834, KAKENHI-PROJECT-19H04176
[Journal Article] Einstein-Roscoe regression for the slag viscosity prediction problem in steelmaking2022
- Author(s)
  Saigo, H., Bahadur, K.C.D, Saito, N.
- Journal Title
  
  Scientific Reports
  
  Volume: 12 Issue: 1
- DOI
  10.1038/s41598-022-10278-w
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Journal Article] Topic modeling for sequential documents based on hybrid inter-document topic dependency2021
- Author(s)
  Li, W. and Saigo, H. and Tong, E. and Suzuki, E.
- Journal Title
  
  Journal of Intelligent Information Systems
  
  Volume: 56(3) Pages: 453-458
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Journal Article] Sparse nonnegative interaction models2021
- Author(s)
  Takayanagi, M., Tabei, Y., Suzuki, E., Saigo, H
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 109994-110005
- DOI
  10.1109/access.2021.3099473
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Journal Article] RF-MaloSite and DL-Malosite: Methods based on random forest and deep learning to identify malonylation sites2020
- Author(s)
  Al-barakati, H.J., Thapa, N., Saigo, H., Roy, K., Newman, R.H., Bahadur, K.C.D.
- Journal Title
  
  Computational and Structural Biotechnology Journal
  
  Volume: 18 Pages: 852-860
- DOI
  10.1016/j.csbj.2020.02.012
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Journal Article] DeepSuccinylSite: a deep learning based approach for protein succinylation site prediction2020
- Author(s)
  Thapa, N., Chaudhari, M., McManus, S., Roy, K., Newman, R.H., Saigo, H., KC, D.B.
- Journal Title
  
  BMC Bioinformatics
  
  Volume: 21(Suppl 3)
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Journal Article] DeepRMethylSite: a deep learning based approach for prediction of arginine methylation sites in proteins2020
- Author(s)
  Chaudhari, M., Thapa, N., S., Roy, K., Newman, R.H., Saigo, H., KC, D.B.
- Journal Title
  
  Molecular Omics
  
  Volume: 16
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Journal Article] RF-GlutarySite: a random forest predictor for glutarylation sites2019
- Author(s)
  Al-barakati, H.J., Saigo, H., Newman, R.H., Bahadur, K.C.D.
- Journal Title
  
  Molecular Omics,
  
  Volume: 15 Issue: S3 Pages: 189-204
- DOI
  10.1186/s12859-020-3342-z
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Journal Article] KDSNP: a Kernel-based approach to Detecting high-order SNP interactions2016
- Author(s)
  Kodama, K., Saigo, H.
- Journal Title
  
  Journal of Bioinformatics and Computational Biology
  
  Volume: 14(5)
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25700004
[Journal Article] Structural Class Classification of 3D Protein Structure Based on Multi-View 2D Images2016
- Author(s)
  Suryanto, C. H., Saigo, H., Fukui, K.
- Journal Title
  
  IEEE Transactions on Computational Biology and Bioinformatic
  
  Volume: PP(99) Issue: 1 Pages: 286-299
- DOI
  10.1109/tcbb.2016.2603987
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25700004
[Journal Article] Mining discriminative patterns from graph data with multiple labels and its application to QSAR2015
- Author(s)
  Shao, Z., Hirayama, Y., Yamanishi, Y., Saigo, H.
- Journal Title
  
  Journal of Chemical Information and Modeling
  
  Volume: 55 Issue: 12 Pages: 2519-2527
- DOI
  10.1021/acs.jcim.5b00376
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25700004, KAKENHI-PROJECT-25700029
[Journal Article] Fast iterative mining using sparsity-inducing loss functions2013
- Author(s)
  Saigo, H., Kashima, H., Tsuda, K.
- Journal Title
  
  IEICE Transaction on Information and Systems
  
  Volume: -
- NAID
  130003370958
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700338
[Journal Article] Fast iterative mining using sparsity-inducing loss functions2013
- Author(s)
  Saigo. H., Kashima. H., Tsuda, K
- Journal Title
  
  IEICE Transaction on Information and Systems
  
  Volume: Vol.E96-D No.8 Pages: 1766-1773
- NAID
  130003370958
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25700004
[Journal Article] Fast iterative mining using sparsity-inducing loss functions2013
- Author(s)
  Saigo, H., Kashima, H., Tsuda, K.
- Journal Title
  
  IEICE Transaction onInfbrmation and Systems
  
  Volume: E96-D(8)
- NAID
  130003370958
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700338
[Journal Article] Extracting Sets of Chemical Substructures and Protein Domains Governing Drug-Target Interactions2011
- Author(s)
  Yoshihiro Yamanishi, Edouard Pauwels, Hiroto Saigo, Veronique Stoven
- Journal Title
  
  Journal of Chemical Information and Modeling
  
  Volume: 51(5) Issue: 5 Pages: 1183-1194
- DOI
  10.1021/ci100476q
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700338
[Presentation] A Branch-and-Bound Approach to Efficient Classification and Retrieval of Documents.2024
- Author(s)
  Kotaro Ii, Hiroto Saigo, Yasuo Tabei
- Organizer
  International Conference on Pattern Recognition Applications and Methods
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19834
[Presentation] A Branch-and-Bound Approach to Efficient Classification and Retrieval of Documents.2024
- Author(s)
  Kotaro Ii, Hiroto Saigo, Yasuo Tabei
- Organizer
  International Conference on Pattern Recognition Applications and Methods
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28046
[Presentation] Benchmarking a Wide Range of Unsupervised Learning Methods for Detecting Anomaly in Blast Furnace.2024
- Author(s)
  Kendai Itakura, Dukka Bahadur, Hiroto Saigo
- Organizer
  International Conference on Pattern Recognition Applications and Methods
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28046
[Presentation] Benchmarking a Wide Range of Unsupervised Learning Methods for Detecting Anomaly in Blast Furnace.2024
- Author(s)
  Kendai Itakura, Dukka Bahadur, Hiroto Saigo
- Organizer
  International Conference on Pattern Recognition Applications and Methods
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K19834
[Presentation] 機械学習・深層学習を用いた高炉の教師なし異常検知2022
- Author(s)
  板倉健大; 西郷浩人
- Organizer
  第25回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] 深層学習を利用した高炉内の異常検知2021
- Author(s)
  木崎亮介, 西郷浩人
- Organizer
  人工知能学会第116回人工知能基本問題研究会(SIG-FPAI)
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] 深層学習を利用した高炉内の異常検知2021
- Author(s)
  木崎亮介, 西郷浩人
- Organizer
  第24回情報論的学習理論ワークショップ(IBIS)
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] Automatically mining relevant variable interactions via sparse Bayesian learning; International Conference of Pattern Recognition2021
- Author(s)
  Yafune, R., Sakuma, D., Tabei, Y., Saito, N., Saigo, H.
- Organizer
  International Conference of Pattern Recognition (ICPR2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] Automatically mining relevant variable interactions via sparse Bayesian learning; International Conference of Pattern Recognition2021
- Author(s)
  Yafune, R., Sakuma, D., Tabei, Y., Saito, N., Saigo, H.
- Organizer
  International Conference for Pattern Recognition (ICPR)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] Bayesian Optimization for Sequence Data2020
- Author(s)
  Kohei Oyamada and Hiroto Saigo
- Organizer
  ICBBB2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] Context-Aware Latent Dirichlet Allocation for Topic Segmentation2020
- Author(s)
  Li, W., Matsukawa, T., Saigo, H., Suzuki
- Organizer
  Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] A Sparse Bayesian Approach to Combinatorial Feature Selection and Its Applications to Biological Data2020
- Author(s)
  Ryoichiro Yafune, Daisuke Sakuma, Yasuo Tabei, Noritaka Saito, Einoshin Suzuki and Hiroto Saigo
- Organizer
  ICBBB2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] DeepSuccinylSite: a deep learning based approach for protein succinylation site prediction2019
- Author(s)
  Thapa, N., Chaudhari, M., McManus, S., Roy, K., Newman, R.H., Saigo, H., KC, D.B.
- Organizer
  Joint GIW/ABACBS-2019 Bioinformatics Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] アイテムセットを用いたスパースベイズ学習2019
- Author(s)
  矢船僚一朗、西郷浩人
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] 変数間作用を考慮した非負スパースモデルの正則化経路探索2019
- Author(s)
  高柳未来、田部井靖生、西郷浩人
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] SVM-GlutarySite: A Support Vector Machine-Based Prediction of Glutarylation Sites from Protein Sequences2019
- Author(s)
  Hussam Albarakati, Hiroto Saigo, Robert Newman and Dukka KC
- Organizer
  MCBIOS2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04176
[Presentation] 応答変数が連続値の際の組み合わせ仮説に対する多重検定補正法2017
- Author(s)
  井ノ口敬章, 永野竜輝, 西郷浩人
- Organizer
  人工知能基本問題研究会（第103回）
- Place of Presentation
  大分県湯布院公民館
- Year and Date
  2017-03-13
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] KDSNP: a Kernel-based approach to Detecting high-order genetic Epistasis2016
- Author(s)
  Kodama, K., Saigo, H.
- Organizer
  International Conference on Genome Informatics (GIW2016)
- Place of Presentation
  Shanghai, China,
- Year and Date
  2016-10-03
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] Scalable Partial Least Squares Regression on Grammar- Compressed Data Matrices2016
- Author(s)
  Tabei, Y., Saigo, H., Yamanishi, Y., Puglisi, S.
- Organizer
  ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2016)
- Place of Presentation
  San Francisco, U.S.
- Year and Date
  2016-08-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] An extended linear mixture model approach to modeling population structure2015
- Author(s)
  Michizoe, Saigo
- Organizer
  IIBMP2015
- Place of Presentation
  京都大学化学研究所
- Year and Date
  2015-10-29
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] Efficient enumeration of statically significant SNP interaction2015
- Author(s)
  Yamaguchi, Saigo
- Organizer
  IIBMP2015
- Place of Presentation
  京都大学化学研究所
- Year and Date
  2015-10-29
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] Estimating the number of interacting SNPs in case control study2015
- Author(s)
  Koyanagi, Saigo
- Organizer
  IIBMP2015
- Place of Presentation
  京都大学化学研究所
- Year and Date
  2015-10-29
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] A branch-and-bound algorithm for searching a block with interacting SNPs2015
- Author(s)
  Matsumoto, Saigo
- Organizer
  IIBMP2015
- Place of Presentation
  京都大学化学研究所
- Year and Date
  2015-10-29
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] RF-NR: Random forest based approach for improved classification of Nuclear Receptors2015
- Author(s)
  Ismail, H.D., Saigo, H., Bahadur, K.C.D.
- Organizer
  International Conference on Genome Informatics & International Conference on Bioinformatics (GIW/InCoB2015)
- Place of Presentation
  Odaiba, Tokyo
- Year and Date
  2015-09-09
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] Drug Side Effects Prediction by Multiple Graph PLS2015
- Author(s)
  Hirayama, Saigo
- Organizer
  IIBMP2015
- Place of Presentation
  京都大学化学研究所
- Year and Date
  2015-10-29
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] カイ二乗検定によるｐ値の下限値を利用した遺伝子相互作用の効率的な数え上げ2015
- Author(s)
  山口、西郷
- Organizer
  第42回バイオ情報学研究会
- Place of Presentation
  沖縄科学技術先端大学院大学
- Year and Date
  2015-06-23
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] Mining discriminative patterns from graph data with multiple labels2014
- Author(s)
  Saigo. H
- Organizer
  BMIRC International Symposium
- Place of Presentation
  Iizuka, Fukuoka, Japan
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] SNP間相互作用探索アルゴリズム2013
- Author(s)
  池田直人、西郷浩人
- Organizer
  第16回情報論的学習理論ワークショップ
- Place of Presentation
  東京工業大学
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] カーネル法によるSNP間相互作用数の推定法2013
- Author(s)
  児玉研人、西郷浩人
- Organizer
  第16回情報論的学習理論ワークショップ
- Place of Presentation
  東京工業大学
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] Learning from treatment history to predict response to anti-HIV therapy2013
- Author(s)
  Saigo, H.
- Organizer
  BMIRC International Symposium on Frontiers in Computational Systems Biology and Bioengineering
- Place of Presentation
  Lizuka, Japan
- Year and Date
  2013-03-01
- Data Source
  KAKENHI-PROJECT-23700338
[Presentation] Learning from treatment history to predict response to anti-HIV therapy2013
- Author(s)
  Saigo, H.
- Organizer
  BMIRC International Symposium on Frontiers in Computational Systems Biology and Bioengineering
- Place of Presentation
  Iizuka, Japan
- Data Source
  KAKENHI-PROJECT-23700338
[Presentation] Comparison of clustering algorithms towards efficient virtual screening2013
- Author(s)
  Hiroyuki Iguchi, Hiroto Saigo
- Organizer
  日本バイオインフォマティクス学会 2013年年会
- Place of Presentation
  タワーホール船越
- Data Source
  KAKENHI-PROJECT-25700004
[Presentation] Protein Clustering on Grassmans Manifold Pattern Recognition in Bioinformatics2012
- Author(s)
  Suryanto, C.H., Saigo, H., Fukui, K.
- Place of Presentation
  Tokyo, Japan
- Year and Date
  2012-11-10
- Data Source
  KAKENHI-PROJECT-23700338
[Presentation] An algorithm for searching multiple SNP interactions2012
- Author(s)
  Ikeda, N., Saigo, H.
- Organizer
  Special Interesting Group on Bioinformatics
- Place of Presentation
  Iizuka, Japan
- Data Source
  KAKENHI-PROJECT-23700338
[Presentation] An algorithm for searching multiple SNP interactions Special Interesting Group on Bioinformatics2012
- Author(s)
  Ikeda, N., Saigo, H
- Place of Presentation
  Lizuka, Japan
- Year and Date
  2012-08-09
- Data Source
  KAKENHI-PROJECT-23700338
[Presentation] An algorithm for searching multiple SNP interactions2012
- Author(s)
  Ikeda, N., Saigo, H.
- Organizer
  Joint Conference on Informatics in Biology, Medicine and Pharmacology
- Place of Presentation
  Funakoshi, Japan
- Data Source
  KAKENHI-PROJECT-23700338
[Presentation] Protein Clustering on Grassmans Manifold2012
- Author(s)
  Suryanto, C.H., Saigo, H., Fukui, K.
- Organizer
  Pattern Recognition in Bioinformatics
- Place of Presentation
  Tokyo, Japan
- Data Source
  KAKENHI-PROJECT-23700338
[Presentation] An algorithm for searching multiple SNP interactions Joint Conference on Informatics in Biology, Medicine and Pharmacology2012
- Author(s)
  Ikeda, N., Saigo, H
- Place of Presentation
  Funakoshi, Japan
- Year and Date
  2012-10-14
- Data Source
  KAKENHI-PROJECT-23700338

1. Saito Noritaka (80432855)

# of Collaborated Projects: 4 results

# of Collaborated Products: 4 results
2. HATAYAMA Masayoshi (30447148)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. FUKUI Kazuhiro (40375423)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Saigo Hiroto 西郷 浩人

saigo hiroto 西郷 浩人

SAIGO Hiroto 西郷 浩人

Research Projects

Research Products

Co-Researchers

A machine learning approach to dealing with high-level radioactive wastes by controlling physical properties of high-temperature multiphase meltPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A machine learning approach to automatic design of genes, proteins and chemical compoundsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Impact of Interfacial and Electrical Characteristics on Rheological Property of Molten Oxide-based Suspension at High Temperature

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of algorithms for manufacture informatics and its evaluation in steel industryPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Estimation of rheological characteristics of dual phase fluid at high temperature utilizing transfer learning

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

3D protein analysis based on the multiple view images

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

A GWAS study considering multiple genic/invironmental factorsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development of amethod to extract structural features from large-scale protein-lig and dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Transcriptome analysis of As-hyperaccumulator, Pteris vittata, for the soil remediation system.

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] "Matrix Decomposition-based Dimensionality Reduction on Graph Data" in Sakr, S. and Pardede, E. editors "Graph Data Management: Techniques and Applications"2011

Author(s)

Total Pages

Publisher

Data Source

[Book] IGI Global "MatrixDecomposition-based Dimensionality Reduction on Graph Data" , "Graph Data Management: Techniques and Applications"2011

Author(s)

Data Source

[Journal Article] pLMSNOSite: an ensemble-based approach for predicting protein S-nitrosylation sites by integrating supervised word embedding and embedding from pre-trained protein language model2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Einstein-Roscoe regression for the slag viscosity prediction problem in steelmaking2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Topic modeling for sequential documents based on hybrid inter-document topic dependency2021

Author(s)

Saigo Hiroto 西郷浩人

saigo hiroto 西郷浩人

SAIGO Hiroto 西郷浩人