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Topic: student
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-No description- Subtopics: Keywords: |
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Publications for topic "student"
2021
| , Boosted Rule Learning for Multi-Label Classification using Stochastic Gradient Descent, TU Darmstadt, 2021 |
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| , Count Modeling with Sum-Product Networks for Syndromic Surveillance, TU Darmstadt, 2021 |
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| , Deep Multi Instance-Learning zur Syndrom-Erkennung anhand von Daten aus Notaufnahmen, TU Darmstadt, 2021 |
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| , Scalable Histogram-based Induction of Gradient Boosted Multi-label Rules, TU Darmstadt, 2021 |
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| , Structural Pruning of Sum-Product Networks, TU Darmstadt, 2021 |
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2020
| , and , Extreme Gradient Boosted Multi-label Trees for Dynamic Classifier Chains, in: Discovery Science - 23rd International Conference, {DS} 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, pages 471--485, Springer International Publishing, 2020 |
[DOI] [URL] |
| , GPU-accelerated Learning of Gradient Boosted Multi-label Classification Rules, TU Darmstadt, 2020 |
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| , Implementation and Hyperparameter Tuning of a Separate-and-Conquer Multi-Label Rule Learner, Knowledge Engineering Group, TU Darmstadt, 2020 |
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| , Layerwise Training of Deep Rule-Based Networks Using Stacking, Knowledge Engineering Group, TU Darmstadt, 2020 |
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| , Learning Multi-Label Rules Using Bottom-Up Rule Induction, Knowledge Engineering Group, TU Darmstadt, 2020 |
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| , Linking of emergency room and infectious disease data using machine learning approaches, TU Darmstadt, Knowledge Engineering Group, 2020 |
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| , Optimizing Rule Selection in Random Forest Simplification, TU Darmstadt, 2020 |
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| , Rule Extraction from Binary Neural Networks using DeepRED, TU Darmstadt, 2020 |
2019
| , Abbildung von Drei-Spieler-Situation in Zwei-Spieler-Situation im Texas-Hold’em-No-Limit-Poker, TU Darmstadt, Knowledge Engineering Group, 2019 |
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| , Combining Decision Tree Predictions under Consideration of Uncertainty, TU Darmstadt, Knowledge Engineering Group, 2019 |
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| , Investigation of the Effect of Meteorological Data on Spatial Surveillance of Disease Outbreaks, TU Darmstadt, Knowledge Engineering Group, 2019 |
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| , Self-Imitation Regularization: Regularizing Neural Networks by Leveraging Their Dark Knowledge, TU Darmstadt, Knowledge Engineering Group, 2019 |
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| , Vorhersagen von räumlich korrelierten epidemiologischen Zeitreihen mittels Methoden der Statistik und des maschinellen Lernens, TU Darmstadt, Knowledge Engineering Group, 2019 |
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2018
| , Analysis and Optimization of Deep Counterfactual Value Networks, TU Darmstadt, Knowledge Engineering Group, 2018 |
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| , Discovery of Multilabel Rules by Relaxed Pruning, TU Darmstadt, Knowledge Engineering Group, 2018 |
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| , Evaluating Personalised Website Ranking Using Small Scale User Feedback: A User Study, TU Darmstadt, Knowledge Engineering Group, 2018 |
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| , Multilabel-Klassifikationen durch das robuste Attributzuordnungsmodell und Abgrenzungsfilter, TU Darmstadt, Knowledge Engineering Group, 2018 |
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2017
| , Abstraktionsansätze in Multiplayer Poker, TU Darmstadt, Knowledge Engineering Group, 2017 |
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| , Dynamic Multilabel Classification using Gradient Boosted Trees, TU Darmstadt, Knowledge Engineering Group, 2017 |
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| , Extensions of the Separate-and-Conquer Multilabel Rule Learner, TU Darmstadt, Knowledge Engineering Group, 2017 |
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| , Multi-Label Klassifikation mit Hilfe einer dynamischen Klassifiziererkette, TU Darmstadt, Knowledge Engineering Group, 2017 |
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| , Nachrichtenbasierte prädiktive Bewertung von Aktienhandelsstrategien, TU Darmstadt, Knowledge Engineering Group, 2017 |
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| , Reconstruction of Boolean Functions from Deep Neural Networks, TU Darmstadt, Knowledge Engineering Group, 2017 |
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| , Training a multi-label FastXML classifier on the OpenImages dataset, TU Darmstadt, Knowledge Engineering Group, 2017 |
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2016
| , A Separate-and-Conquer Algorithm for Learning Multi-Label Head Rules, TU Darmstadt, Knowledge Engineering Group, 2016 |
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| , Multi-Label Klassifikation in Bibliothekskatalogen, TU Darmstadt, Knowledge Engineering Group, 2016 |
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| , Online Enhancement of existing Nash Equilibrium Poker Agents, TU Darmstadt, Knowledge Engineering Group, 2016 |
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| , Training of mixed deep classifiers of symbolical rules and neural networks - Training von gemischten Regel- und neuronalen Netzwerk-Klassifizierern, TU Darmstadt, Knowledge Engineering Group, 2016 |
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| , Vorhersage und Analyse der Handkarten des Gegners beim Texas Hold'em No-Limit Poker, TU Darmstadt, Knowledge Engineering Group, 2016 |
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2015
| , Examining Label Intersections in Pairwise Multilabel Classification, TU Darmstadt, Knowledge Engineering Group, 2015 |
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| , Extracting Rules from Deep Neural Networks, TU Darmstadt, Knowledge Engineering Group, 2015 |
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| , Modulare Erweiterung des TUD-Pokerframeworks, TU Darmstadt, Knowledge Engineering Group, 2015 |
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| , Online-Lernen von zufälligen Entscheidungsbäumen, TU Darmstadt, Knowledge Engineering Group, 2015 |
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| , Sentiment Mining Using Machine Learning Optimization, Department of Mathematics, Indian Institute of Techology, Patna, 2015 |
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2014
| , Automatisierte optische und inhaltliche Verarbeitung von Kassenbons, TU Darmstadt, Knowledge Engineering Group, 2014 |
| , Cloud-based predictive spare parts planning, TU Darmstadt, Knowledge Engineering Group, 2014 |
| , Erweiterung und Evaluierung des modularen Perzeptron-Frameworks Perceptrovement, TU Darmstadt, Knowledge Engineering Group, 2014 |
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| , Extraktion von Regeln aus neuronalen Netzen, TU Darmstadt, Knowledge Engineering Group, 2014 |
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| , Trainieren eines Computer-Pokerspielers, TU Darmstadt, Knowledge Engineering Group, 2014 |
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2013
| , Abbildung eines 2-Spieler Computerspielers auf 3-Spieler-Limit-Poker, TU Darmstadt, Knowledge Engineering Group, 2013 |
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| , Enhancing Poker Agents with Hand History Statistics, TU Darmstadt, Knowledge Engineering Group, 2013 |
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| , Graded multilabel classification by pairwise comparison, TU Darmstadt, Knowledge Engineering Group, 2013 |
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| , Managing a Team of Poker Players, TU Darmstadt, Knowledge Engineering Group, 2013 |
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| , Multilabel Learning for personalized Bookmark Classification, TU Darmstadt, Knowledge Engineering Group, 2013 |
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| , Semiüberwachte Paarweise Klassifikation, TU Darmstadt, Knowledge Engineering Group, 2013 |
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2012
| , Echtzeit Recommender System mit Collaborative Filtering, Knowledge Engineering Group, TU Darmstadt, 2012 |
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2011
| , A comparison of algorithms for automated keyword generation, TU Darmstadt, Knowledge Engineering Group, 2011 |
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| , Verbesserungen des Perzeptron-Algorithmus, TU Darmstadt, Knowledge Engineering Group, 2011 |
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2009
| , Informationsextraktion aus Lebensläufen, TU Darmstadt, Knowledge Engineering Group, 2009 |
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2008
| , Paarweise Hierarchische Klassifikation, TU Darmstadt, Knowledge Engineering Group, 2008 |
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