From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “decision models” 367

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

A survey of graphical models for decision-making: integrating causality and game theory
2026 Artificial Intelligence Review article Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Mauricio Gonzalez-Soto, Anna V. Kononova

0

citations
Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance
2022 Frontiers in Epidemiology article Computer Science Machine Learning in Healthcare Open access

Hendrikus J. A. van Os, Jos P. Kanning, Marieke J.H. Wermer, Niels Henrik Chavannes, Mattijs Everard Numans, Ynte M. Ruigrok, +4 more

9

citations
Interpretation Framework of Predictive Quality Models for Process- and Product-oriented Decision Support
2023 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

Daniel Buschmann, Tobias Schulze, Chrismarie Enslin, Robert Heinrich Schmitt

11

citations
Semantic Annotation of Energy Data Using Ensemble Decision-Making with Large Language Models
2026 Lecture notes in computer science conference-paper Computer Science Semantic Web and Ontologies

Zhiyu Pan, Yongli Mou, Fengshuo Hao, Yuting Gao, Stefan Decker, Antonello Monti

0

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2025 Patterns article Computer Science Machine Learning in Healthcare Open access

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Cinà

16

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2023 Pure Amsterdam UMC preprint Computer Science Machine Learning in Healthcare

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Cinà

0

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Giovanni Cinà

5

citations
Interpreting Black-box Machine Learning Models for High Dimensional Datasets
2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

Md Shajalal, Alexander Graß, Till Döhmen, Sisay Adugna Chala, Alexander Boden, Christian Beecks, +1 more

19

citations
Addressing Missingness in Predictive Models That Use Electronic Health Record Data
2025 Annals of Internal Medicine article Computer Science Machine Learning in Healthcare Open access

Shanshan Lin, Rolf H. H. Groenwold, Hemalkumar B. Mehta, Ji Soo Kim, Jodi B Segal

7

citations
High-Accuracy Model-Based Reinforcement Learning, a Survey
2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Aske Plaat, Walter A. Kosters, Mike Preuß

5

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
Full-Sum Decoding for Hybrid HMM based Speech Recognition using LSTM Language Model
2020 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Wei Guo Zhou, Ralf Schlüter, Hermann Ney

1

citations
Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data
2024 The Lancet Regional Health - Europe article Computer Science Machine Learning in Healthcare Open access

Siri Lise van der Meijden, Anna M van Boekel, Laurens Schinkelshoek, Harry van Goor, Ewout Willem Steyerberg, Rob G. H. H. Nelissen, +4 more

12

citations
Artifact and reference models for generative machine learning frameworks and build systems
2021 ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences (GPCE) conference-paper Computer Science Model-Driven Software Engineering Techniques cited by 3 patents

Abdallah Atouani, Jörg Christian Kirchhof, Evgeny Kusmenko, Bernhard Rumpe⋆

15

citations
Pipeline for Interpretable Survival Analysis (PISA) providing multiple complexity accuracy trade-off models
2026 Communications Medicine article Computer Science Machine Learning in Healthcare Open access

Thalea Schlender, Catharina J. A. Romme, Yvette M. van der Linden, Luc R.C.W. van Lonkhuijzen, Peter A. N. Bosman, Tanja Alderliesten

1

citations
High-accuracy model-based reinforcement learning, a survey
2023 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access

Aske Plaat, Walter A. Kosters, Mike Preuß

46

citations
Full-Sum Decoding for Hybrid Hmm Based Speech Recognition Using LSTM Language Model
2020 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis

Wei Guo Zhou, Ralf Schlüter, Hermann Ney

11

citations
A highly scalable deep learning language model for common risks prediction among psychiatric inpatients
2025 BMC Medicine article Computer Science Machine Learning in Healthcare Open access

Enzhao Zhu, Jiayi Wang, Chunbo Li, Fazhan Chen, Kang Ju, Liangliang Chen, +13 more

7

citations
Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey
2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Aske Plaat, Walter A. Kosters, Mike Preuß

6

citations
Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study
2022 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Märtin, Lejla Begic Fazlic, Guido Dartmann, +2 more

14

citations
The evolving drivers of mortality in the ICU: a multicenter validation of phase-specific machine learning models
2026 Machine Learning Health article Computer Science Machine Learning in Healthcare Open access

Joana Meyer, Richard Polzin, Johannes Bickenbach, Gernot Marx, Andreas Schuppert

0

citations
Learning curves for decision making in supervised machine learning: a survey
2024 Machine Learning article Computer Science Machine Learning and Data Classification Open access

Felix Mohr, Jan N. van Rijn

65

citations
Data-driven decision making in software modernization
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Software Engineering Research Open access

Johanna Grahl

0

citations
Tools and Algorithms for Sound Multi-Objective Probabilistic Model Checking (Artifact)
2026 University of Twente Research Information dataset Computer Science Formal Methods in Verification Open access

Arnd Hartmanns, Tim Quatmann, Mark van Wijk

0

citations
Verification of Multi-Objective Markov Models: Replication Package
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Formal Methods in Verification Open access

Tim Quatmann

0

citations