From

Institution

Field

Type

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

Reset

Papers matching “model dependence” 129

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

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

Quantifying Model Uncertainty with AutoML and Rashomon Partial Dependence Profiles: Enabling Trustworthy and Human-centered XAI
2026 Information Systems Frontiers article Computer Science Explainable Artificial Intelligence (XAI) Open access

Mustafa Çavuş, Jan N. van Rijn, Przemysław Biecek

0

citations
Logics of dependence and independence: The local variants
2021 Journal of Logic and Computation article Computer Science Logic, Reasoning, and Knowledge Open access

Erich Grädel, Phil Pützstück

1

citations
Artificial Intelligence in Cancer Research: Modality Dependence and Limited Visual–Spatial Integration in Multimodal Large Language Models for Breast Cancer Histopathology
2026 Life article Computer Science AI in cancer detection Open access

Ibrahim Güler, Armin Kraus, Gerrit Grieb, Tevfik Satır, Henrik Stelling

0

citations
Convergence guarantees for forward gradient descent in the linear regression model
2024 Journal of Statistical Planning and Inference article Computer Science Stochastic Gradient Optimization Techniques Open access

Thijs Bos, Johannes Schmidt-Hieber

0

citations
The genuinely multipartite nonlocality of graph states is model-dependent
2025 npj Quantum Information article Computer Science Quantum Information and Cryptography Open access

Xavier Coiteux-Roy, Owidiusz Makuta, Fionnuala Curran, Remigiusz Augusiak, Marc-Olivier Renou

1

citations
Enhancing System Model Quality: Evaluation of the Systems Modeling Language (SysML)-Driven Approach in Avionics
2025 Journal of Aerospace Information Systems article Computer Science Model-Driven Software Engineering Techniques Open access

Hendrik Kausch, Mathias Pfeiffer, Deni Raco, Bernhard Rumpe⋆

7

citations
AMAIX In-Depth: A Generic Analytical Model for Deep Learning Accelerators
2022 International Journal of Parallel Programming article Computer Science Advanced Neural Network Applications Open access

Niko Zurstraßen, Lukas Jünger, Tim Kogel, Holger Keding, Rainer Leupers

1

citations
Impact of time pressure on software quality: A laboratory experiment on a game-theoretical model
2021 PLoS ONE article Computer Science Software Engineering Techniques and Practices Open access

Dirk Basten, Marion Ott, Oleg Pankratz, Christoph Rosenkranz

9

citations
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model
2022 IEEE Access article Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof

144

citations
FPGA-accelerated Binary Neural Networks as a surrogate model for a viscoplastic constitutive law in impulsively loaded beams
2025 Mechanics Research Communications article Computer Science Advanced Neural Network Applications Open access

Vasileios Polydoras, Saurabh Balkrishna Tandale, Rutwik Gulakala, Marcus Stoffel

2

citations
Explaining predictive models using Shapley values and non-parametric vine copulas
2021 Dependence Modeling article Computer Science Explainable Artificial Intelligence (XAI) Open access

Kjersti Aas, Thomas Nagler, Martin Jullum, Anders Løland

22

citations
Automatically Finding the Right Probabilities in Bayesian Networks
2023 Journal of Artificial Intelligence Research article Computer Science Bayesian Modeling and Causal Inference Open access

Bahare Salmani, Joost-Pieter Katoen

8

citations
On theory and management of dependencies between models
2025 Software & Systems Modeling article Computer Science Model-Driven Software Engineering Techniques Open access

Marsha Chećhik, Benoît Combemale, Jeff Gray, Bernhard Rumpe⋆

0

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
Graph neural networks in histopathology: Emerging trends and future directions
2025 Medical Image Analysis article Computer Science AI in cancer detection Open access

Siemen Brussee, Giorgio Buzzanca, Anne M.R. Schrader, Jesper Kers

49

citations
A Compositional Semantics of Boolean-Logic Driven Markov Processes
2023 IEEE Transactions on Dependable and Secure Computing article Computer Science Formal Methods in Verification

Shahid Ali Khan, Joost-Pieter Katoen, Marc Bouissou

3

citations
End-to-End Speech Recognition: A Survey
2023 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech Recognition and Synthesis Open access cited by 1 patent

Rohit Prabhavalkar, Takaaki Hori, Tara N. Sainath, Ralf Schlüter, Shinji Watanabe

215

citations
Numerical analysis of effective models for flux-tunable transmon systems
2022 Physical Review A article Computer Science Quantum Information and Cryptography Open access

Hannes Lagemann, Dennis Willsch, Madita Willsch, Fengping Jin, Hans A. De Raedt, Kristel F. L. Michielsen

5

citations
Collaborative SAR Modeling and Prospective In Vitro Validation of Oxidative Stress Activation in Human HepG2 Cells
2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Olivier J. M. Béquignon, José Carlos Gómez-Tamayo, Eelke Bart Lenselink, Steven Wink, Steven W. Hiemstra, Chi Chung Lam, +6 more

3

citations
Explainable contextual anomaly detection using quantile regression forests
2023 Data Mining and Knowledge Discovery article Computer Science Anomaly Detection Techniques and Applications Open access

Zhong Li, Matthijs van Leeuwen

26

citations
Unifying Data, Memory, and Compute Efficiency in LLM Training: A Survey
2026 IEEE Transactions on Artificial Intelligence article Computer Science Topic Modeling

Vanessa Schmidt, Huy Hoang Nguyen, Cédric Jung, Shirin Salehi, Anke Schmeink

0

citations
Unsupervised discretization by two-dimensional MDL-based histogram
2023 Machine Learning article Computer Science Data Mining Algorithms and Applications Open access

Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen

4

citations
A survey of deep learning in image processing: developments, applications and challenges
2026 Artificial Intelligence Review article Computer Science Advanced Neural Network Applications Open access

Zhan Xiong, Xiaoqin Tang, Fons J. Verbeek

0

citations
Informative missingness in electronic health record systems: the curse of knowing
2020 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access

Rolf H. H. Groenwold

133

citations
A Flexible Framework for Expectation Maximization-Based MIMO System Identification for Time-Variant Linear Acoustic Systems
2023 IEEE Open Journal of Signal Processing article Computer Science Speech and Audio Processing Open access

Tobias Kabzinski, Peter Jax

3

citations