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Papers matching “benchmarking framework” 59

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Concept drift detection in district heating: A characterization framework and detector-centric benchmark
2026 Energy and AI article Computer Science Data Stream Mining Techniques Open access

K Derzsi, Jonas Klingebiel, Dirk Müller

0

citations
Concept drift detection in district heating: A characterization framework and detector-centric benchmark
2026 Energy and AI article Computer Science Data Stream Mining Techniques Open access

K Derzsi, Jonas Klingebiel, Dirk Müller

2

citations
A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations
2022 Frontiers in Neuroinformatics article Computer Science Parallel Computing and Optimization Techniques Open access

Jasper Albers, Jari Pronold, Anno Christopher Kurth, Stine Brekke Vennemo, Kaveh Haghighi Mood, Alexander Patronis, +6 more

15

citations
A Machine Learning Approach to Benchmarking Social Debt
2026 IEEE Access article Computer Science Software Engineering Techniques and Practices Open access

Philipp M. Zähl, Leonie Schulte, Sabrina Cornelia Eimler, Mathias Eggert, Martin Wolf

0

citations
OPTION: OPTImization Algorithm Benchmarking ONtology
2022 IEEE Transactions on Evolutionary Computation article Computer Science Semantic Web and Ontologies Open access

Ana Kostovska, Diederick Vermetten, Carola Doerr, Sašo Džeroski, Panče Panov, Tome Eftimov

7

citations
PhD Dissertation Report: From Benchmarking Optimization Heuristics to Dynamic Algorithm Configuration
2025 ACM SIGEVOlution article Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten

0

citations
Zero-shot MARL benchmark in the Cyber-Physical Mobility Lab
2026 at - Automatisierungstechnik article Computer Science Reinforcement Learning in Robotics Open access

Julius Beerwerth, Jianye Xu, Simon Schäfer, Fynn Belderink, Bassam Alrifaee

0

citations
Zero-shot MARL benchmark in the Cyber-Physical Mobility Lab
2026 at - Automatisierungstechnik article Computer Science Reinforcement Learning in Robotics Open access

Julius Beerwerth, Jianye Xu, Simon Schäfer, Fynn Belderink, Bassam Alrifaee

0

citations
OntoURL: A benchmark for evaluating large language models on symbolic ontological understanding, reasoning and learning
2026 Journal of Web Semantics article Computer Science Semantic Web and Ontologies Open access

Xiao Zhang, Huiyuan Lai, Qianru Meng, Johan Bos

10

citations
A Memorizing and Generalizing Framework for Lifelong Person Re-Identification
2023 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Video Surveillance and Tracking Methods Open access

Nan Pu, Zhun Zhong, Nicu Sebe, Michael S. Lew

62

citations
An AI-Driven Multi-Source Data Fusion Framework for Intelligent Network Optimization in 5G-A Systems
2026 International Journal of Artificial Intelligence Research article Computer Science Software-Defined Networks and 5G Open access

Marc Fischer, Elena Conti

0

citations
A deep learning framework for efficient pathology image analysis
2026 Nature Communications article Computer Science AI in cancer detection Open access

Peter Neidlinger, Tim Lenz, Sebastian Foersch, Chiara Maria Lavinia Loeffler, Jan Clusmann, Marco Gustav, +21 more

15

citations
Reliability-Oriented Design Framework in NOMA-Assisted Mobile Edge Computing
2022 IEEE Access article Computer Science IoT and Edge/Fog Computing Open access

Zhilin Liu, Yao Lin Zhu, Yulin Hu, Peng Sun, Anke Schmeink

6

citations
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications
2025 Cognitive Computation article Computer Science Domain Adaptation and Few-Shot Learning Open access

Zixu Liu, Qinhao Wu, Yuan Chai, Huan Yu

1

citations
Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation
2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access

Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein

2

citations
Relaxation times do not capture logical qubit dynamics
2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Amit Kumar Pal, Philipp Schindler, Alexander Erhard, ́Angel Rivas, Miguel-Angel Martin-Delgado, R. Blatt, +2 more

0

citations
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 1 patent

Bas van Stein, Thomas Bäck

171

citations
Evaluating the Evaluator: Problems With SemEval-2020 Task 1 for Lexical Semantic Change Detection
2026 Journal of Open Humanities Data article Computer Science Natural Language Processing Techniques Open access

Bach Phan Tat, Kevin Heylen, Dirk Geeraerts, Stefano De Pascale, Dirk Speelman

0

citations
Dual selective knowledge transfer for few-shot classification
2023 Applied Intelligence article Computer Science Domain Adaptation and Few-Shot Learning Open access

Nan Pu, Mingrui Lao, Erwin M. Bakker, Michael S. Lew

5

citations
EXCELLERATP2 D3.2 First Updated Report on Exa-Enabling Methodologies
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Parallel Computing and Optimization Techniques Open access

Ansgar Niemöller, Matthias H. Meinke, Joeffrey Legaux, Mohamed Ibrahim Ghenai, Michael Wagner, Tufan Arslan, +12 more

0

citations
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
2021 Computer Methods and Programs in Biomedicine article Computer Science Medical Image Segmentation Techniques Open access

Maureen A.J.M. van Eijnatten, Leonardo Rundo, Kees Joost Batenburg, Felix F. Lucka, Emma J. Beddowes, Carlos H. Caldas, +4 more

17

citations
Evaluating the Evaluator: Problems With SemEval-2020 Task 1 for Lexical Semantic Change Detection
2026 Journal of Open Humanities Data article Computer Science Natural Language Processing Techniques Open access

Bach Phan Tat, Kris Heylen, Dirk Geeraerts, Stefano De Pascale, Dirk Speelmana

0

citations
In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics
2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Thomas Bäck

44

citations
Large physics models: towards a collaborative approach with large language models and foundation models
2025 The European Physical Journal C article Computer Science Artificial Intelligence Applications Open access

Kristian González Barman, S. Caron, Emily Sullivan, Henk W. de Regt, Roberto Ruiz de Austri, Mieke Boon, +16 more

41

citations
Caps Captioning: A Modern Image Captioning Approach Based on Improved Capsule Network
2022 Sensors article Computer Science Multimodal Machine Learning Applications Open access

Shima Javanmardi, Alimohammad Latif, Mohammad Taghi Sadeghi, Mehrdad Jahanbanifard, Marcello Bonsangue, Fons J. Verbeek

9

citations