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Volumn , Issue , 2017, Pages 72-80

Polyadic regression and its application to chemogenomics

Author keywords

Chemogenomics; Polyadic prediction; Tensors

Indexed keywords

DATA MINING; GENES; GRADIENT METHODS; REGRESSION ANALYSIS; TENSORS; TISSUE;

EID: 85027854385     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1137/1.9781611974973.9     Document Type: Conference Paper
Times cited : (7)

References (37)
  • 2
    • 84937954709 scopus 로고    scopus 로고
    • Fast multivariate spatiotemporal analysis via low rank tensor learning
    • Mohammad Taha Bahadori et al. "Fast multivariate spatiotemporal analysis via low rank tensor learning". In: NIPS. 2014, pp. 3491-3499.
    • (2014) NIPS , pp. 3491-3499
    • Bahadori, M.T.1
  • 4
    • 84964337220 scopus 로고    scopus 로고
    • Multi-view machines
    • Bokai Cao et al. "Multi-view Machines". In: WSDM 2016, pp. 427-436.
    • (2016) WSDM , pp. 427-436
    • Cao, B.1
  • 5
    • 33749575326 scopus 로고    scopus 로고
    • Orthogonal nonnegative matrix trifactorizations for clustering
    • Chris Ding et al. "Orthogonal nonnegative matrix trifactorizations for clustering". In: KDD 2006, pp. 126-135.
    • (2006) KDD , pp. 126-135
    • Ding, C.1
  • 6
    • 84904811883 scopus 로고    scopus 로고
    • LINCS Canvas Browser: Interactive web app to query, browse and interrogate LINCS L1000 gene expression signatures
    • Qiaonan Duan et al. "LINCS Canvas Browser: interactive web app to query, browse and interrogate LINCS L1000 gene expression signatures". In: Nucleic acids research 42.W1 (2014), W449-W460.
    • (2014) Nucleic Acids Research , vol.42 , Issue.W1 , pp. W449-W460
    • Duan, Q.1
  • 7
    • 80052250414 scopus 로고    scopus 로고
    • Adaptive subgradient methods for online learning and stochastic optimization
    • 12.Jul
    • John Duchi et al. "Adaptive subgradient methods for online learning and stochastic optimization". In: Journal of Machine Learning Research 12.Jul (2011), pp. 2121-2159.
    • (2011) Journal of Machine Learning Research , pp. 2121-2159
    • Duchi, J.1
  • 8
    • 79960796417 scopus 로고    scopus 로고
    • Exploiting drug-disease relationships for computational drug repositioning
    • Joel T Dudley et al. "Exploiting drug-disease relationships for computational drug repositioning". In: Briefings in bioinformatics 12.4 (2011), pp. 303-311.
    • (2011) Briefings in Bioinformatics , vol.12 , Issue.4 , pp. 303-311
    • Dudley, J.T.1
  • 9
    • 12244250351 scopus 로고    scopus 로고
    • Regularized multi-task learning
    • ACM
    • Theodoros Evgeniou and Massimiliano Pontil. "Regularized multi-task learning". In: KDD. ACM. 2004, pp. 109-117.
    • (2004) KDD , pp. 109-117
    • Evgeniou, T.1    Pontil, M.2
  • 10
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • Jerome Friedman et al. "Regularization Paths for Generalized Linear Models via Coordinate Descent". In: Journal of Statistical Software 33.1 (2010), pp. 1-22. url: http: //www.jstatsoft.org/v33/i01/.
    • (2010) Journal of Statistical Software , vol.33 , Issue.1 , pp. 1-22
    • Friedman, J.1
  • 12
    • 0002740437 scopus 로고
    • Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-modal factor analysis
    • Richard A Harshman. "Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-modal factor analysis". In: UCLA Working Papers in Phonetics (1970).
    • (1970) UCLA Working Papers in Phonetics
    • Harshman, R.A.1
  • 14
    • 84973894733 scopus 로고    scopus 로고
    • Conditional high-order boltzmann machine: A supervised learning model for relation learning
    • Yan Huang et al. "Conditional High-Order Boltzmann Machine: A Supervised Learning Model for Relation Learning". In: ICCV. 2015, pp. 4265-4273.
    • (2015) ICCV , pp. 4265-4273
    • Huang, Y.1
  • 16
    • 71149103464 scopus 로고    scopus 로고
    • An accelerated gradient method for trace norm minimization
    • ACM
    • Shuiwang Ji and Jieping Ye. "An accelerated gradient method for trace norm minimization". In: ICML. ACM. 2009, pp. 457-464.
    • (2009) ICML , pp. 457-464
    • Ji, S.1    Ye, J.2
  • 17
    • 85027852647 scopus 로고    scopus 로고
    • Multitask dyadic prediction and its application in prediction of adverse drug-drug interaction
    • to appear
    • Bo Jin et al. "Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction". In: AAAI 2017 (to appear).
    • (2017) AAAI
    • Jin, B.1
  • 19
    • 68649096448 scopus 로고    scopus 로고
    • Tensor decompositions and applications
    • Tamara G Kolda and Brett W Bader. "Tensor decompositions and applications". In: SIAM review 51.3 (2009), pp. 455-500.
    • (2009) SIAM Review , vol.51 , Issue.3 , pp. 455-500
    • Kolda, T.G.1    Bader, B.W.2
  • 20
    • 79951739038 scopus 로고    scopus 로고
    • A log-linear model with latent features for dyadic prediction
    • IEEE
    • Aditya Krishna Menon and Charles Elkan. "A log-linear model with latent features for dyadic prediction". In: ICDM. IEEE. 2010, pp. 364-373.
    • (2010) ICDM , pp. 364-373
    • Menon, A.K.1    Elkan, C.2
  • 21
    • 0041356704 scopus 로고
    • Fonctions convexes duales et points proximaux dans un espace hilbertien
    • Jean-Jacques Moreau. "Fonctions convexes duales et points proximaux dans un espace hilbertien". In: CR Acad. Sci. Paris Sér. A Math 255 (1962), pp. 2897-2899.
    • (1962) CR Acad. Sci. Paris Sér. A Math , vol.255 , pp. 2897-2899
    • Moreau, J.-J.1
  • 22
    • 84902519500 scopus 로고    scopus 로고
    • Inductive matrix completion for predicting gene-disease associations
    • Nagarajan Natarajan and Inderjit S Dhillon. "Inductive matrix completion for predicting gene-disease associations". In: Bioinformatics 30.12 (2014), pp. i60-i68.
    • (2014) Bioinformatics , vol.30 , Issue.12 , pp. i60-i68
    • Natarajan, N.1    Dhillon, I.S.2
  • 23
    • 33644668387 scopus 로고    scopus 로고
    • Finding new tricks for old drugs: An efficient route for public-sector drug discovery
    • Kerry A O'Connor and Bryan L Roth. "Finding new tricks for old drugs: an efficient route for public-sector drug discovery". In: Nature reviews Drug discovery 4.12 (2005), pp. 1005-1014.
    • (2005) Nature Reviews Drug Discovery , vol.4 , Issue.12 , pp. 1005-1014
    • O'Connor, K.A.1    Roth, B.L.2
  • 27
    • 79951760087 scopus 로고    scopus 로고
    • Factorization machines
    • IEEE
    • Steffen Rendle. "Factorization machines". In: ICDM. IEEE. 2010, pp. 995-1000.
    • (2010) ICDM , pp. 995-1000
    • Rendle, S.1
  • 29
    • 84961951124 scopus 로고    scopus 로고
    • Feature-based factorized bilinear similarity model for cold-start top-n item recommendation
    • SIAM
    • Mohit Sharma et al. "Feature-based factorized bilinear similarity model for cold-start top-n item recommendation". In: SDM. Vol. 15. SIAM. 2015, pp. 190-198.
    • (2015) SDM , vol.15 , pp. 190-198
    • Sharma, M.1
  • 30
    • 84867338003 scopus 로고    scopus 로고
    • Discovery and preclinical validation of drug indications using compendia of public gene expression data
    • Marina Sirota, Joel T Dudley, et al. "Discovery and preclinical validation of drug indications using compendia of public gene expression data". In: Science Translational Medicine 3.96 (2011), 96ra77-96ra77.
    • (2011) Science Translational Medicine , vol.3 , Issue.96 , pp. 96ra77-96ra77
    • Sirota, M.1    Dudley, J.T.2
  • 31
    • 0013953617 scopus 로고
    • Some mathematical notes on threemode factor analysis
    • Ledyard R Tucker. "Some mathematical notes on threemode factor analysis". In: Psychometrika 31.3 (1966), pp. 279-311.
    • (1966) Psychometrika , vol.31 , Issue.3 , pp. 279-311
    • Tucker, L.R.1
  • 32
    • 33749443714 scopus 로고    scopus 로고
    • Gene expression-based chemical genomics identifies rapamycin as a modulator of MCL1 and glucocorticoid resistance
    • Guo Wei, David Twomey, et al. "Gene expression-based chemical genomics identifies rapamycin as a modulator of MCL1 and glucocorticoid resistance". In: Cancer cell 10.4 (2006), pp. 331-342.
    • (2006) Cancer Cell , vol.10 , Issue.4 , pp. 331-342
    • Wei, G.1    Twomey, D.2
  • 34
    • 84991619753 scopus 로고    scopus 로고
    • Synergies that Matter: Efficient Interaction Selection via Sparse Factorization Machine
    • Jianpeng Xu et al. "Synergies that Matter: Efficient Interaction Selection via Sparse Factorization Machine". In: SDM 2016, pp. 108-116.
    • (2016) SDM , pp. 108-116
    • Xu, J.1
  • 35
    • 77951942707 scopus 로고    scopus 로고
    • GOSemSim: An R package for measuring semantic similarity among GO terms and gene products
    • Guangchuang Yu, Fei Li, et al. "GOSemSim: an R package for measuring semantic similarity among GO terms and gene products". In: Bioinformatics 26.7 (2010), pp. 976-978.
    • (2010) Bioinformatics , vol.26 , Issue.7 , pp. 976-978
    • Yu, G.1    Li, F.2
  • 37
    • 85082207047 scopus 로고    scopus 로고
    • Bo Zhao et al. Zen. https://github.com/cloudml/zen. 2016.
    • (2016) Zen
    • Zhao, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.