Juho Rousu

Cituota

	Visi	Nuo 2020
Šaltiniai	7437	4718
h-rodyklė	36	27
i10-rodyklė	74	43

1300

650

325

975

200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024202520 25 40 34 42 71 62 98 113 128 117 151 159 163 135 187 273 371 426 566 739 895 1005 1215 298

Viešas pasiekiamumas

Peržiūrėti viską

48 straipsniai

0 straipsnių

pasiekiami

nepasiekiami

Pagal finansavimo įpareigojimus

Bendraautoriai

Sandor SzedmakDepartment of Computer Science, Aalto UniversityPatvirtintas el. paštas aalto.fi
Sebastian BöckerProfessor für Bioinformatik, FSU JenaPatvirtintas el. paštas uni-jena.de
Kai DührkopPhD, Lehrstuhl Bioinformatik, Friedrich-Schiller Universität JenaPatvirtintas el. paštas uni-jena.de
Tapio ElomaaProfessor of Computer Science, Tampere University, FinlandPatvirtintas el. paštas tuni.fi
John Shawe-TaylorUCLPatvirtintas el. paštas cs.ucl.ac.uk
Markus HeinonenAcademy research Fellow, Aalto UniversityPatvirtintas el. paštas aalto.fi
Huibin ShenAmazonPatvirtintas el. paštas amazon.com
Esa PitkänenInstitute for Molecular Medicine Finland (FIMM), University of HelsinkiPatvirtintas el. paštas helsinki.fi
Anna CichonskaInstitute for Molecular Medicine Finland FIMM, University of HelsinkiPatvirtintas el. paštas helsinki.fi
Tero AittokallioUniversity of Helsinki, University of Turku, University of OsloPatvirtintas el. paštas utu.fi
Céline BrouardINRAE, MIA Toulouse, FrancePatvirtintas el. paštas inra.fr
Craig SaundersAmazon IncPatvirtintas el. paštas amazon.com
Tapio PahikkalaProfessor, University of turku, FinlandPatvirtintas el. paštas utu.fi
Jana KludasAalto University, FinlandPatvirtintas el. paštas aalto.fi
Merja PenttiläPatvirtintas el. paštas vtt.fi
Hongyu SuDepartment of Computer Science, Aalto UniversityPatvirtintas el. paštas aalto.fi
Taneli MielikäinenYahoo!Patvirtintas el. paštas yahoo-inc.com
Sahely BhadraAssistant Professor, Computer Science and Engineering, Indian Institute of Technology Palakkad.Patvirtintas el. paštas iitpkd.ac.in
Heli JulkunenPostdoctoral ResearcherPatvirtintas el. paštas aalto.fi
Florence d'Alché-BucTélécom Paris, Institut Polytechnique de ParisPatvirtintas el. paštas telecom-paris.fr

Stebėti

Juho Rousu

Professor, Department of Computer Science, Aalto University

Patvirtintas el. paštas aalto.fi - Pagrindinis puslapis

Machine Learning Computational Metabolomics Computational Biomedicine Computational Systems Biology


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
SIRIUS 4: a rapid tool for turning tandem mass spectra into metabolite structure information K Dührkop, M Fleischauer, M Ludwig, AA Aksenov, AV Melnik, M Meusel, ... Nature methods 16 (4), 299-302, 2019	1362	2019
Searching molecular structure databases with tandem mass spectra using CSI: FingerID K Dührkop, H Shen, M Meusel, J Rousu, S Böcker Proceedings of the National Academy of Sciences 112 (41), 12580-12585, 2015	1028	2015
Systematic classification of unknown metabolites using high-resolution fragmentation mass spectra K Dührkop, LF Nothias, M Fleischauer, R Reher, M Ludwig, MA Hoffmann, ... Nature biotechnology 39 (4), 462-471, 2021	581	2021
Kernel-based learning of hierarchical multilabel classification models J Rousu, C Saunders, S Szedmak, J Shawe-Taylor Journal of Machine Learning Research 7, 1601-1626, 2006	370	2006
General and efficient multisplitting of numerical attributes T Elomaa, J Rousu Machine learning 36, 201-244, 1999	237	1999
Metabolite identification and molecular fingerprint prediction through machine learning M Heinonen, H Shen, N Zamboni, J Rousu Bioinformatics 28 (18), 2333-2341, 2012	220	2012
Critical assessment of small molecule identification 2016: automated methods EL Schymanski, C Ruttkies, M Krauss, C Brouard, T Kind, K Dührkop, ... Journal of cheminformatics 9, 1-21, 2017	203	2017
Meat processing plant microbiome and contamination patterns of cold-tolerant bacteria causing food safety and spoilage risks in the manufacture of vacuum-packaged cooked sausages J Hultman, R Rahkila, J Ali, J Rousu, KJ Björkroth Applied and environmental microbiology 81 (20), 7088-7097, 2015	172	2015
FiD: a software for ab initio structural identification of product ions from tandem mass spectrometric data M Heinonen, A Rantanen, T Mielikäinen, J Kokkonen, J Kiuru, RA Ketola, ... Rapid Communications in Mass Spectrometry: An International Journal Devoted …, 2008	165	2008
A tutorial on canonical correlation methods V Uurtio, JM Monteiro, J Kandola, J Shawe-Taylor, D Fernandez-Reyes, ... ACM Computing Surveys (CSUR) 50 (6), 1-33, 2017	147	2017
metaCCA: summary statistics-based multivariate meta-analysis of genome-wide association studies using canonical correlation analysis A Cichonska, J Rousu, P Marttinen, AJ Kangas, P Soininen, T Lehtimäki, ... Bioinformatics 32 (13), 1981-1989, 2016	146	2016
Non-stationary gaussian process regression with hamiltonian monte carlo M Heinonen, H Mannerström, J Rousu, S Kaski, H Lähdesmäki Artificial Intelligence and Statistics, 732-740, 2016	144	2016
Metabolite identification through multiple kernel learning on fragmentation trees H Shen, K Dührkop, S Böcker, J Rousu Bioinformatics 30 (12), i157-i164, 2014	129	2014
Computational-experimental approach to drug-target interaction mapping: a case study on kinase inhibitors A Cichonska, B Ravikumar, E Parri, S Timonen, T Pahikkala, A Airola, ... PLoS computational biology 13 (8), e1005678, 2017	126	2017
Learning hierarchical multi-category text classification models J Rousu, C Saunders, S Szedmak, J Shawe-Taylor Proceedings of the 22nd international conference on Machine learning, 744-751, 2005	123	2005
Comparative genome-scale reconstruction of gapless metabolic networks for present and ancestral species E Pitkänen, P Jouhten, J Hou, MF Syed, P Blomberg, J Kludas, M Oja, ... PLoS computational biology 10 (2), e1003465, 2014	113	2014
Fast metabolite identification with input output kernel regression C Brouard, H Shen, K Dührkop, F d'Alché-Buc, S Böcker, J Rousu Bioinformatics 32 (12), i28-i36, 2016	112	2016
Leveraging multi-way interactions for systematic prediction of pre-clinical drug combination effects H Julkunen, A Cichonska, P Gautam, S Szedmak, J Douat, T Pahikkala, ... Nature communications 11 (1), 6136, 2020	104	2020
Inferring branching pathways in genome-scale metabolic networks E Pitkänen, P Jouhten, J Rousu BMC systems biology 3, 1-22, 2009	89	2009
Learning with multiple pairwise kernels for drug bioactivity prediction A Cichonska, T Pahikkala, S Szedmak, H Julkunen, A Airola, M Heinonen, ... Bioinformatics 34 (13), i509-i518, 2018	82	2018

Sistema negali atlikti operacijos. Bandykite vėliau dar kartą.

Straipsniai 1–20

Šaltinių per metus

Dubliuoti šaltiniai

Sujungti šaltiniai

Pridėti bendraautoriusBendraautoriai

Stebėti

Cituota

Bendraautoriai