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Papers matching “decision tree” 45

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Explainable Decision Tree Ensembles
2025 Springer eBooks conference-paper Computer Science Explainable Artificial Intelligence (XAI)

Agostino Gnasso, Massimo Aria, Carmela Iorio, Marjolein Fokkema

1

citations
Projection for Büchi Tree Automata with Constraints between Siblings
2020 International Journal of Foundations of Computer Science article Computer Science semigroups and automata theory

Patrick Landwehr, Christof Löding

0

citations
Augmented Reality for Guideline Presentation in Medicine: Randomized Crossover Simulation Trial for Technically Assisted Decision-making
2021 JMIR mhealth and uhealth article Computer Science Augmented Reality Applications Open access

Andreas Follmann, Alexander Ruhl, Michael Gösch, Marc Felzen, Rolf Rossaint, Michael Czaplik

27

citations
Derivation of Constituent Problem Characteristics for the Application of Machine Learning Systems
2021 International Conference on Information and Computer Technologies (ICICT) conference-paper Computer Science Artificial Intelligence Applications

Günther Schuh, Timon Burger

0

citations
Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model
2022 Critical Care Medicine article Computer Science Machine Learning in Healthcare Open access

Anne de Hond, Ilse M.J. Kant, Mattia Fornasa, Giovanni Cinà, Paul Elbers, Patrick J. Thoral, +2 more

44

citations
Integrating CT into Biology
2022 conference-paper Computer Science Teaching and Learning Programming Open access

Jacqueline Nijenhuis-Voogt, Sabiha Yeni, Erik Barendsen

0

citations
Extending Explainable Ensemble Trees to Regression Contexts
2025 Applied Stochastic Models in Business and Industry article Computer Science Explainable Artificial Intelligence (XAI) Open access

Massimo Aria, Agostino Gnasso, Carmela Iorio, Marjolein Fokkema

1

citations
From Guesswork to Game Plan: Exploring Problem-Solving-Strategies in a Machine Learning Game
2024 preprint Computer Science Teaching and Learning Programming Open access

Clemens Witt, Thiemo Leonhardt, Erik Marx, Nadine Bergner

0

citations
From Guesswork to Game Plan: Exploring Problem-Solving-Strategies in a Machine Learning Game
2024 preprint Computer Science Teaching and Learning Programming Open access

Clemens Witt, Thiemo Leonhardt, Erik Marx, Nadine Bergner

0

citations
Improved prediction rule ensembling through model-based data generation
2021 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Benny Markovitch, Marjolein Fokkema

1

citations
Fitting prediction rule ensembles to psychological research data: An introduction and tutorial.
2020 Psychological Methods article Computer Science Explainable Artificial Intelligence (XAI) Open access

31

citations
Dynamic computation offloading for wireless sensors in IIoT
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science IoT and Edge/Fog Computing Open access

Praveen Mohanram

0

citations
Strategy-Oriented Feedback for Fostering Systematic Problem-Solving in Machine Learning Education
2026 WiPSCE Conference on Primary and Secondary Computing Education Research (WiPSCE) conference-paper Computer Science Teaching and Learning Programming Open access

Clemens Witt, Thiemo Leonhardt, Erik Marx, Mareen Grillenberger

0

citations
Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection
2020 IEEE Symposium on Visualization for Cyber Security (VIZSEC) conference-paper Computer Science Explainable Artificial Intelligence (XAI)

Franziska Becker, Arthur Drichel, Christoph Müller, Thomas Ertl

15

citations
Conditional Density Estimation with Histogram Trees
2024 arXiv (Cornell University) preprint Computer Science Data Mining Algorithms and Applications Open access

Lincen Yang, Matthijs van Leeuwen

0

citations
Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation
2025 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Zhaochun Ren, Shuaiqiang Wang, Lisong Yan, Dawei Yin

0

citations
Improving Model-Based Genetic Programming for Symbolic Regression of Small Expressions
2020 Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access

Tanja Alderliesten

125

citations
Detection of Typical Compensatory Movements during Autonomously Performed Exercises Preventing Low Back Pain (LBP)
2021 Sensors article Computer Science Context-Aware Activity Recognition Systems Open access

Asaad Sellmann, Désirée Wagner, Lucas Holtz, Jörg Eschweiler, Christian Diers, Sybele E. Williams, +1 more

8

citations
Who’s That? - Social Situation Awareness for Behaviour Support Agents
2020 Lecture notes in computer science conference-paper Computer Science Context-Aware Activity Recognition Systems Open access

Ilir Kola, Catholijn M. Jonker, M. Birna van Riemsdijk

7

citations
Polar Encoding: A Simple Baseline Approach for Classification With Missing Values
2024 IEEE Transactions on Fuzzy Systems article Computer Science Machine Learning and Data Classification Open access

Oliver Urs Lenz, Daniel Peralta, Chris Cornelis

3

citations
Extracting Rules from Event Data for Study Planning
2023 arXiv (Cornell University) preprint Computer Science Online Learning and Analytics Open access

Majid Rafiei, Duygu Bayrak, Mahsa Pourbafrani, Gyunam Park, Hayyan Helal, Gerhard Lakemeyer, +1 more

1

citations
No imputation without representation
2022 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access

Oliver Urs Lenz, Daniel Peralta, Chris Cornelis

1

citations
A Flexible Cell Classification for ML Projects in Jupyter Notebooks
2024 arXiv (Cornell University) preprint Computer Science Software Engineering Research Open access

Selin Aydın, Horst Lichter

0

citations
Balsa: A Fast C++ Random Forest Classifier with Command-line and Python Interface
2026 The Journal of Open Source Software article Computer Science Machine Learning and Data Classification Open access

Tobias Borsdorff, Denis de Leeuw Duarte, Joris van Zwieten, S. Mandal, Jochen Landgraf

0

citations
Rethinking Pension Communication – The Role of Metaphors in Information Visualization
2022 Lecture notes in computer science conference-paper Computer Science Data Visualization and Analytics

Kay Schröder, Steffi Kohl, Frederique de Jongh, Marco Putzu, Martina Ziefle, André Sergej Calero Valdez

5

citations