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H

Holger H. Hoos

rwth aachen university

70H-index
381Paper Count
2.8WCitation Count
Published Papers 41
Publication Date
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The cost of reproducibility in artificial intelligence
errPatterns
IF7.4
err2026-08-27
err0
errOAAI
errThijs Snelleman; Holger Hoos; Odd Erik Gundersen
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errSave
Robustness Margin: A New Measure for the Robustness of Neural Networks
errAI VERIFICATION, SAIV 2025
IF0
err2026-01-01
err0
PREAI
errKielhoefer, Lionel; Bosman, Annelot W.; Hoos, Holger H.; van Rijn, Jan N.
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errSave
CTRAIN - A Training Library for Certifiably Robust Neural Networks (Extended Abstract)
errAI VERIFICATION, SAIV 2025
IF0
err2026-01-01
err0
PREAI
errKaulen, Konstantin; Hoos, Holger H.
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Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
errMachine Learning
IF2.9
err2025-11-14
err0
errOAAI
errWadie Skaf; Mitra Baratchi; Holger Hoos
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errSave
The travelling salesperson problem and the challenges of near-term quantum advantage
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2025-05-16
err0
PREAI
errSmith-Miles, Kate A.; Hoos, Holger H.; Wang, Hao; Back, Thomas; Osborne, Tobias J.
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errSave
AutoMergeNet: AutoML-Based M-Source Satellite Data Fusion Evaluated With Atmospheric Case Studies
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2025-01-01
err0
errOAAI
errJulia Wąsala; Joannes D. Maasakkers; Berend J. Schuit; Gijs Leguijt; Ilse Aben; Rochelle Schneider; Holger Hoos; Mitra Baratchi
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errSave
Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward
errIEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
IF16.4
err2025-01-01
err0
PREAI
errTuia, Devis; Schindler, Konrad; Demir, Beguem; Zhu, Xiao Xiang; Kochupillai, Mrinalini; Dzeroski, Saso; van Rijn, Jan N.; Hoos, Holger H.; Del Frate, Fabio; Datcu, Mihai; Markl, Volker; Le Saux, Bertrand; Schneider, Rochelle; Camps-Valls, Gustau
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Software engineering practices for machine learning - Adoption, effects, and team assessment
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2024-03-01
err4
errOAAI
errSerban, Alex; van der Blom, Koen; Hoos, Holger; Visser, Joost
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The Bigger Fish: A Comparison of Meta-Learning QSAR Models on Low-Resourced Aquatic Toxicity Regression Tasks
errENVIRONMENTAL SCIENCE & TECHNOLOGY
IF11.3
err2023-06-14
err10
errOAAI
errSchlender, Thalea; Viljanen, Markus; van Rijn, Jan N.; Mohr, Felix; Peijnenburg, Willie J. G. M.; Hoos, Holger H.; Rorije, Emiel; Wong, Albert
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errSave
Improving the performance of stochastic local search for maximum vertex weight clique problem using programming by optimization
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-03-01
err2
errOAAI
errChu, Yi; Luo, Chuan; Hoos, Holger H.; You, Haihang
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errSave
Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2022-12-01
err0
errOAAI
errVan der Blom, Koen; Hoos, Holger H. H.; Luo, Chuan; Rook, Jeroen G. G.
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Speeding up neural network robustness verification via algorithm configuration and an optimised mixed integer linear programming solver portfolio
errMACHINE LEARNING
IF2.9
err2022-09-08
err5
errOAAI
errKonig, Matthias; Hoos, Holger H.; van Rijn, Jan N.
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Preface to the Special Cluster on Stochastic Local Search: Recent Developments and Trends
errINTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH
IF2.9
err2022-04-07
err1
errOAAI
errHoos, Holger; Jourdan, Laetitia; Kessaci, Marie-Eleonore; Stutzle, Thomas; Veerapen, Nadarajen
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errSave
Exact stochastic constraint optimisation with applications in network analysis
errartificial intelligence review
IF4.6
err2022-03-01
err4
errOAAI
errLatour, Anna L. D.; Babaki, Behrouz; Fokkinga, Daniel; Anastacio, Marie H.; Hoos, Holger H.; Nijssen, Siegfried
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errSave
Automating Data Science
errCOMMUNICATIONS OF THE ACM
IF12.2
err2022-02-23
err17
errOAAI
errDe Bie, Tijl; De Raedt, Luc; Hernandez-Orallo, Jose; Hoos, Holger H.; Smyth, Padhraic; Williams, Christopher K., I
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errSave
Automated Machine Learning for COVID-19 Forecasting
errIEEE ACCESS
IF3.6
err2022-01-01
err6
errOAAI
errTetteroo, Jaco; Baratchi, Mitra; Hoos, Holger H.
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errSave
Predicting the 9-year course of mood and anxiety disorders with automated machine learning: A comparison between auto-sklearn, na?ve Bayes classifier, and traditional logistic regression
errPSYCHIATRY RESEARCH
IF3.9
err2021-05-01
err15
errOAAI
errvan Eeden, Wessel A.; Luo, Chuan; van Hemert, Albert M.; Carlier, Ingrid V. E.; Penninx, Brenda W.; Wardenaar, Klaas J.; Hoos, Holger; Giltay, Erik J.
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errSave
The CLAIRE COVID-19 initiative: approach, experiences and recommendations
errETHICS AND INFORMATION TECHNOLOGY
IF4
err2021-02-09
err1
errOAAI
errBontempi, Gianluca; Chavarriaga, Ricardo; Ed Canck, Hans; Girardi, Emanuela; Hoos, Holger; Kilbane-Dawe, Iarla; Ball, Tonio; Nowe, Ann; Sousa, Jose; Bacciu, Davide; Aldinucci, Marco; Ed Domenico, Manlio; Saffiotti, Alessandro; Maratea, Marco
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errSave
Successive Statistical and Structure-Based Modeling to Identify Chemically Novel Kinase Inhibitors
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2020-04-28
err5
errOAAI
errBurggraaff, Lindsey; Lenselink, Eelke B.; Jespers, Willem; van Engelen, Jesper; Bongers, Brandon J.; Gonzalez, Marina Gorostiola; Liu, Rongfang; Hoos, Holger H.; van Vlijmen, Herman W. T.; IJzerman, Adriaan P.; van Westen, Gerard J. P.
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errSave
Scalable constraint-based virtual data center allocation
errartificial intelligence review
IF4.6
err2020-01-01
err11
errOAAI
errBayless, Sam; Kodirov, Nodir; Iqbal, Syed M.; Beschastnikh, Ivan; Hoos, Holger H.; Hu, Alan J.
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Research Directions

No research directions
Co-authors
Cooperation Journals
B
Brenda W.J.H. Penninx
H-index: 210 · Papers: 1.8K
G
Gustau Camps‐Valls
H-index: 89 · Papers: 724
W
Willie J.G.M. Peijnenburg
H-index: 82 · Papers: 668
E
Erik J. Giltay
H-index: 79 · Papers: 535
P
Philip Hieter
H-index: 78 · Papers: 212
View more