Holger Hoos

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Thomas StützleF.R.S.-FNRS Research Director, Université Libre de Bruxelles (ULB)Verified email at ulb.ac.be
Kevin Leyton-BrownProfessor, Computer Science, University of British Columbia; Canada CIFAR AI ChairVerified email at cs.ubc.ca
Frank HutterProfessor of Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Lin XuUniversity of British ColumbiaVerified email at cs.ubc.ca
Craig BoutilierPrincipal Scientist, GoogleVerified email at google.com
Anne CondonProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Dave A. D. TompkinsLecturer, Computer Science, University of WaterlooVerified email at uwaterloo.ca
Ronen BrafmanDepartment of Computer Science, Ben-Gurion UniversityVerified email at cs.bgu.ac.il
Chris FawcettPhD Student, University of British ColumbiaVerified email at cs.ubc.ca
Lars KotthoffUniversity of WyomingVerified email at uwyo.edu
Marius LindauerLeibniz University Hannover (Germany)Verified email at tnt.uni-hannover.de
David PooleProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Nima AghaeepourStanford UniversityVerified email at stanford.edu
Ryan BrinkmanBritish Columbia Cancer AgencyVerified email at bccrc.ca
Carmel DomshlakProfessor, TechnionVerified email at ie.technion.ac.il
Torsten SchaubUniversity of PotsdamVerified email at cs.uni-potsdam.de
Alan J. HuProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Jürgen KilianKilian IT-Consulting, Darmstadt University of TechnologyVerified email at noteserver.org
Kevin MurphyResearch Scientist, GoogleVerified email at google.com
Heike TrautmannProfessor of Data Science: Statistics and Optimization, Department of Information SystemsVerified email at wi.uni-muenster.de

Holger Hoos

Leiden University, The Netherlands & University of British Columbia, Canada

Verified email at liacs.nl - Homepage

Artificial Intelligence Machine Learning Automated Reasoning Empirical Algorithmics Automated Algorithm Design


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MAX–MIN ant system T Stützle, HH Hoos Future generation computer systems 16 (8), 889-914, 2000	4091	2000
Stochastic local search: Foundations and applications HH Hoos, T Stützle Elsevier, 2004	2137	2004
Sequential model-based optimization for general algorithm configuration F Hutter, HH Hoos, K Leyton-Brown International conference on learning and intelligent optimization, 507-523, 2011	1911	2011
MAX-MIN ant system and local search for the traveling salesman problem T Stutzle, H Hoos IEEE International Conference on Evolutionary Computation 1997, 309-314, 1997	1321	1997
Auto-WEKA: Combined selection and hyperparameter optimization of classification algorithms C Thornton, F Hutter, HH Hoos, K Leyton-Brown Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	1169	2013
CP-nets: A tool for representing and reasoning withconditional ceteris paribus preference statements C Boutilier, RI Brafman, C Domshlak, HH Hoos, D Poole Journal of artificial intelligence research 21, 135-191, 2004	1157	2004
ParamILS: an automatic algorithm configuration framework F Hutter, HH Hoos, K Leyton-Brown, T Stützle Journal of Artificial Intelligence Research 36, 267-306, 2009	981	2009
SATzilla: portfolio-based algorithm selection for SAT L Xu, F Hutter, HH Hoos, K Leyton-Brown Journal of artificial intelligence research 32, 565-606, 2008	888	2008
Meta-heuristics: Advances and trends in local search paradigms for optimization S Voß, S Martello, IH Osman, C Roucairol Springer Science & Business Media, 2012	682*	2012
Critical assessment of automated flow cytometry data analysis techniques N Aghaeepour, G Finak, H Hoos, TR Mosmann, R Brinkman, R Gottardo, ... Nature methods 10 (3), 228-238, 2013	541	2013
Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA L Kotthoff, C Thornton, HH Hoos, F Hutter, K Leyton-Brown Journal of Machine Learning Research 18, 1-5, 2017	510	2017
Improvements on the Ant-System: Introducing the MAX-MIN Ant System T Stützle, H Hoos Artificial neural nets and genetic algorithms, 245-249, 1998	469	1998
SATLIB: An online resource for research on SAT HH Hoos, T Stützle Sat 2000, 283-292, 2000	406	2000
Algorithm runtime prediction: Methods & evaluation F Hutter, L Xu, HH Hoos, K Leyton-Brown Artificial Intelligence 206, 79-111, 2014	400	2014
An ant colony optimisation algorithm for the 2D and 3D hydrophobic polar protein folding problem A Shmygelska, HH Hoos BMC bioinformatics 6 (1), 1-22, 2005	354	2005
Reasoning With Conditional Ceteris Paribus Preference Statements. C Boutilier, RI Brafman, HH Hoos, D Poole UAI 99, 71-80, 1999	351	1999
Automatic algorithm configuration based on local search F Hutter, HH Hoos, T Stützle Aaai 7, 1152-1157, 2007	345	2007
Solving combinatorial auctions using stochastic local search HH Hoos, C Boutilier Aaai/iaai, 22-29, 2000	338	2000
RNA STRAND: the RNA secondary structure and statistical analysis database M Andronescu, V Bereg, HH Hoos, A Condon BMC bioinformatics 9 (1), 1-10, 2008	301	2008
A survey on semi-supervised learning JE Van Engelen, HH Hoos Machine Learning 109 (2), 373-440, 2020	289	2020

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