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on 27/05/2025
Multi-armed bandits for trustworthy and resource-efficient algorithm configuration
Brandt, Jasmin
Paderborn, 2025

on 23/05/2025
Advanced Machine Learning Methods for Information Leakage Detection in Cryptographic Systems
Gupta, Pritha
Paderborn, 2025

on 17/01/2025
Representation and learning of context-dependent choice functions
Pfannschmidt, Karlson
Paderborn, 2024

on 18/12/2024
Interaktive Inbetriebnahme von Steuerungen und Regelungen für partiell bekannte dynamische Systeme mittels Gauß-Prozess-Regression
= Interactive commissioning of control applications for partially known dynamic systems using Gaussian Process Regression
Hesse, Michael
Paderborn : Heinz Nixdorf Institut, Universität Paderborn, [2024]

on 02/12/2023
Robustifying machine learning through weakening supervision
Lienen, Julian ; Hüllermeier, Eyke ; Destercke, Sébastien ; Ewerth, Ralph
Elektronische Ressource, Paderborn, 2023

on 19/10/2023
Accounting for heuristics in reputation systems
an interdisciplinary approach on aggregation processes
Straaten, Dirk van ; Melnikov, Vitalik ; Hüllermeier, Eyke ; Djawadia, Behnud Mir ; Fahr, René
Elektronische Ressource, Paderborn : Universitätsbibliothek, 2023

on 02/08/2023
Advanced Algorithm Selection with Machine Learning
Handling Large Algorithm Sets, Learning From Censored Data and Simplifying Meta Level Decisions
Tornede, Alexander ; Hüllermeier, Eyke ; Ngonga Ngomo, Axel-Cyrille ; Lindauer, Marius
Elektronische Ressource, Paderborn, 2023

on 25/07/2023
Testing coherence and identifying winners in dueling bandits: theory and algorithms
Haddenhorst, Björn ; Hüllermeier, Eyke ; Clémençon, Stephan ; Kolb, Martin
Elektronische Ressource, Paderborn, 2023

on 16/02/2023
Adapting taint analyses for detecting security vulnerabilities
Piskachev, Goran ; Bodden, Eric ; Hüllermeier, Eyke
Elektronische Ressource, Paderborn, 2022

on 04/04/2022
Automated machine learning for multi-label classification
Wever, Marcel Dominik ; Hüllermeier, Eyke ; Ngonga Ngomo, Axel-Cyrille
Elektronische Ressource, Paderborn, 2022

on 09/06/2020
Set-Valued prediction for Part-of-Speech tagging
Heid, Stefan ; Hüllermeier, Eyke ; Geierhos, Michaela
Elektronische Ressource, Paderborn, 2019

on 03/01/2019
Dyad ranking with generalized Plackett-Luce models
Schäfer, Dirk ; Hüllermeier, Eyke ; Waegeman, Willem ; Ngonga Ngomo, Axel-Cyrille ; Wehrheim, Heike ; Fischer, Matthias
Elektronische Ressource, Paderborn, 2018

on 16/11/2017
Scheduling with scarce resources
Riechers, Sören ; Meyer auf der Heide, Friedhelm ; Berenbrink, Petra ; Hüllermeier, Eyke ; Skopalik, Alexander ; Schröder, Ulf-Peter
Elektronische Ressource, Paderborn, 2017

on 13/11/2017
Soft clustering algorithms
theoretical and practical improvements
Bujna, Kathrin ; Blömer, Johannes ; Hüllermeier, Eyke
Elektronische Ressource, Paderborn, 2017

on 28/06/2017
Engineering self-adaptive systems with simulation-based performance prediction
Becker, Matthias Wilhelm ; Becker, Steffen ; Engels, Gregor ; Bodden, Eric ; Hüllermeier, Eyke ; Platenius, Marie Christin
Elektronische Ressource, Paderborn, 2017

on 07/06/2017
Anomaly detection as a one-class problem in discrete event systems
Klerx, Timo ; Kleine Büning, Hans ; Hüllermeier, Eyke
Elektronische Ressource, Paderborn, 2017

on 28/04/2017
Novel methods for mining and learning from data streams
Shaker, Ammar ; Hüllermeier, Eyke
Elektronische Ressource, Paderborn, 2017

on 15/09/2016
Fuzzy matching of comprehensive service specifications
Platenius, Marie Christin ; Schäfer, Wilhelm ; Engels, Gregor ; Becker, Steffen ; Wehrheim, Heike ; Inverardi, Paola ; Hüllermeier, Eyke
Elektronische Ressource, Paderborn, 2016

on 06/09/2016
Towards On-The-Fly Image Processing
Jungmann, Alexander ; Rammig, Franz Josef ; Hüllermeier, Eyke
Elektronische Ressource, Paderborn, 2016