Martin Becker

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Andreas HothoUniversity of WürzburgVerifisert e-postadresse på informatik.uni-wuerzburg.de
Nima AghaeepourStanford UniversityVerifisert e-postadresse på stanford.edu
Florian LemmerichUniversity of PassauVerifisert e-postadresse på lemmerich.net
Martin AtzmuellerProfessor - Osnabrück University & Scientific Director - German Research Center for AI (DFKI)Verifisert e-postadresse på uni-osnabrueck.de
Thanaphong PhongpreechaStanford UniversityVerifisert e-postadresse på stanford.edu
Gerd StummeProfessor für Informatik, Universität Kassel & L3S Research CenterVerifisert e-postadresse på cs.uni-kassel.de
Martin AngstProfessor of Anesthesiology, Stanford University School of MedicineVerifisert e-postadresse på stanford.edu
Markus StrohmaierUniversity of Mannheim, GESIS - Leibniz Institute for the Social Sciences, CSH ViennaVerifisert e-postadresse på uni-mannheim.de
Camilo EspinosaPhD Student, Stanford UniversityVerifisert e-postadresse på stanford.edu
Brice GaudilliereStanford UniversityVerifisert e-postadresse på stanford.edu
Davide De FrancescoStanford UniversityVerifisert e-postadresse på stanford.edu
Ivana MaricAssistant Professor, Stanford UniversityVerifisert e-postadresse på stanford.edu
Ronald J WongStanford University School of MedicineVerifisert e-postadresse på stanford.edu
Stephan DoerfelKiel University of Applied SciencesVerifisert e-postadresse på fh-kiel.de
Philipp SingerSenior Data Scientist @ H2O.AIVerifisert e-postadresse på philippsinger.com
Denis HelicGraz University of TechnologyVerifisert e-postadresse på tugraz.at
Pietro GravinoSony Computer Science Laboratories - ParisVerifisert e-postadresse på sony.com
Alina SîrbuComputer Science Department, University of Pisa, ItalyVerifisert e-postadresse på unipi.it
Ina Annelies StelzerUC San DiegoVerifisert e-postadresse på health.ucsd.edu
Thomas NieblerSenior Data Scientist at Bosch-RexrothVerifisert e-postadresse på bosch.com

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Martin Becker

University of Rostock

Verifisert e-postadresse på uni-rostock.de - Startside

(biomedical) complex systems background knowledge end-to-end machine learning bayesian modeling exceptional model mining


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Eleven-week preparation involving polarized intensity distribution is not superior to pyramidal distribution in national elite rowers G Treff, K Winkert, M Sareban, JM Steinacker, M Becker, B Sperlich Frontiers in physiology 8, 515, 2017	127	2017
Integrated trajectories of the maternal metabolome, proteome, and immunome predict labor onset IA Stelzer, MS Ghaemi, X Han, K Ando, JJ Hédou, D Feyaerts, ... Science translational medicine 13 (592), eabd9898, 2021	109	2021
Awareness and learning in participatory noise sensing M Becker, S Caminiti, D Fiorella, L Francis, P Gravino, M Haklay, A Hotho, ... PloS one 8 (12), e81638, 2013	97	2013
Multiomics characterization of preterm birth in low-and middle-income countries F Jehan, S Sazawal, AH Baqui, MI Nisar, U Dhingra, R Khanam, M Ilyas, ... JAMA network open 3 (12), e2029655-e2029655, 2020	72	2020
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions A Culos, AS Tsai, N Stanley, M Becker, MS Ghaemi, DR McIlwain, ... Nature machine intelligence 2 (10), 619-628, 2020	69	2020
Generic pattern trees for exhaustive exceptional model mining F Lemmerich, M Becker, M Atzmueller Machine Learning and Knowledge Discovery in Databases: European Conference …, 2012	65	2012
pysubgroup: Easy-to-use subgroup discovery in python F Lemmerich, M Becker Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019	62	2019
Ubicon and its applications for ubiquitous social computing M Atzmueller, M Becker, M Kibanov, C Scholz, S Doerfel, A Hotho, ... New Review of Hypermedia and Multimedia 20 (1), 53-77, 2014	51	2014
Risk assessment analysis for maternal autoantibody-related autism (MAR-ASD): a subtype of autism A Ramirez-Celis, M Becker, M Nuño, J Schauer, N Aghaeepour, ... Molecular psychiatry 26 (5), 1551-1560, 2021	50	2021
Data-driven modeling of pregnancy-related complications C Espinosa, M Becker, I Marić, RJ Wong, GM Shaw, B Gaudilliere, ... Trends in molecular medicine 27 (8), 762-776, 2021	47	2021
VoPo leverages cellular heterogeneity for predictive modeling of single-cell data N Stanley, IA Stelzer, AS Tsai, R Fallahzadeh, E Ganio, M Becker, ... Nature communications 11 (1), 3738, 2020	46	2020
Participatory patterns in an international air quality monitoring initiative A Sîrbu, M Becker, S Caminiti, B De Baets, B Elen, L Francis, P Gravino, ... PLOS one 10 (8), e0136763, 2015	45	2015
Mining subgroups with exceptional transition behavior F Lemmerich, M Becker, P Singer, D Helic, A Hotho, M Strohmaier Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016	44	2016
Prediction of happy endings in German novels based on sentiment information A Zehe, M Becker, L Hettinger, A Hotho, I Reger, F Jannidis 3rd Workshop on Interactions between Data Mining and Natural Language …, 2016	43	2016
Ubicon: observing physical and social activities M Atzmueller, M Becker, S Doerfel, A Hotho, M Kibanov, BE Macek, ... 2012 IEEE International Conference on Green Computing and Communications …, 2012	41	2012
Sedentary behavior among national elite rowers during off-training—a pilot study B Sperlich, M Becker, A Hotho, B Wallmann-Sperlich, M Sareban, ... Frontiers in physiology 8, 655, 2017	32	2017
Genre classification on German novels L Hettinger, M Becker, I Reger, F Jannidis, A Hotho 2015 26th International Workshop on Database and Expert Systems Applications …, 2015	30	2015
Burrows' Zeta: Exploring and Evaluating Variants and Parameters. C Schöch, D Schlör, A Zehe, H Gebhard, M Becker, A Hotho DH, 274-277, 2018	29	2018
Early prediction and longitudinal modeling of preeclampsia from multiomics I Marić, K Contrepois, MN Moufarrej, IA Stelzer, D Feyaerts, X Han, ... Patterns 3 (12), 2022	28	2022
Adaptive kNN using expected accuracy for classification of geo-spatial data M Kibanov, M Becker, J Mueller, M Atzmueller, A Hotho, G Stumme Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 857-865, 2018	27	2018

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