From

Institution

Field

Type

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

Reset

Papers matching “classification methods” 280

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

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

DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis
2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Fu Xing Long, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck

24

citations
Medical Image Segmentation on MRI Images with Missing Modalities: A Review
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Nika Khosravi, Mohammad Dehghanmanshadi, Julien Cohen‐Adad, Dorit Merhof

22

citations
Improving musculoskeletal care with AI enhanced triage through data driven screening of referral letters
2025 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

Tjardo Daniël Maarseveen, Herman Kasper Glas, Josien Veris-van Dieren, Erik B. van den Akker, Rachel Knevel

16

citations
HMM vs. CTC for Automatic Speech Recognition: Comparison Based on Full-Sum Training from Scratch
2023 IEEE Spoken Language Technology Workshop (SLT) conference-paper Computer Science Speech Recognition and Synthesis

Tina Raissi, Wei Guo Zhou, Simon Berger, Ralf Schlüter, Hermann Ney

12

citations
Stateless neural meta-learning using second-order gradients
2022 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Aske Plaat, Jan N. van Rijn

9

citations
Disentangling the Spectral Properties of the Hodge Laplacian: not all small Eigenvalues are Equal
2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Topological and Geometric Data Analysis Open access

Vincent P. Grande, Michael T. Schaub

5

citations
Subspace Adaptation Prior for Few-Shot Learning
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Aske Plaat, Jan N. van Rijn

4

citations
Operationalizing and digitizing person-centered daily functioning: a case for functionomics
2024 BMC Medical Informatics and Decision Making article Computer Science Research Data Management Practices Open access

Esther Janssen, Ilona M. Punt, Johan van Soest, Yvonne F. Heerkens, Hillegonda A. Stallinga, Lodewijk W. van Rhijn, +4 more

4

citations
Feature dimensionality in CNN acceleration for high-throughput network intrusion detection
2022 International Conference on Field Programmable Logic and Applications (FPL) conference-paper Computer Science Network Packet Processing and Optimization

Laurens Le Jeune, Toon Goedemé, Nele Mentens

4

citations
Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records
2022 Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics conference-paper Computer Science Topic Modeling Open access

Emil Rijcken, Kalliopi Zervanou, Marco René Spruit, Pablo J. Mosteiro, Floortje E. Scheepers, Uzay Kaymak

3

citations
On the Relevance of Phoneme Duration Variability of Synthesized Training Data for Automatic Speech Recognition
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) conference-paper Computer Science Speech Recognition and Synthesis

Nick Rossenbach, Benedikt Hilmes, Ralf Schlüter

3

citations
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms
2023 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

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

3

citations
Using consumer wearables to estimate physical activity of nursing home residents with dementia
2025 Exploration of Digital Health Technologies article Computer Science Context-Aware Activity Recognition Systems Open access

Daniela Gawehns, Suzanne Portegijs, Adriana Petronella Anna van Beek, Matthijs van Leeuwen

3

citations
Advancing Real-Time Sensor-Based Quality Monitoring in Construction and Demolition Waste Processing for the Prediction of Weight-Based Particle Size Distributions
2026 Recycling article Computer Science Advanced Neural Network Applications Open access

Lieve Josephina Leonie Göbbels, Karoline Raulf, Setenay Orbatu, Kathrin Greiff

2

citations
Bacpipe: A Python package to make bioacoustic deep learning models accessible
2026 Methods in Ecology and Evolution software-paper Computer Science Music and Audio Processing Open access

Vincent S. Kather, Sylvain Haupert, Burooj Ghani, Dan Stowell

1

citations
HMM vs. CTC for Automatic Speech Recognition: Comparison Based on Full-Sum Training from Scratch
2022 RWTH Publications (RWTH Aachen) conference-paper Computer Science Speech Recognition and Synthesis Open access

Tina Raissi, Wei Guo Zhou, Simon Berger, Ralf Schlüter, Hermann Ney

1

citations
A Hybrid Intrusion Detection System for Electric Vehicle Charging Infrastructure
2026 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection Open access

Charukeshi Joglekar, Chijioke Eze, Danni Xiang, Antonello Monti

1

citations
Explainable Spike Detection Algorithm on C-fiber Microneurography Data using Weighted Hermite Variable Projection Neural Networks
2025 conference-paper Computer Science Explainable Artificial Intelligence (XAI)

Dominika Darabos, Alina Troglio, Andrea Fiebig, Anna Maxion, Ekaterina Kutafina, Barbara Namer, +2 more

1

citations
Musical stylometry: Characterisation of music
2021 Quantitative methods in the humanities and social sciences book-chapter Computer Science Music and Audio Processing

Pieter M. Kroonenberg

1

citations
Comparative Analysis of the wav2vec 2.0 Feature Extractor
2023 RWTH Publications (RWTH Aachen) preprint Computer Science Speech Recognition and Synthesis Open access

Peter Vieting, Ralf Schlüter, Hermann Ney

0

citations
On the Relevance of Phoneme Duration Variability of Synthesized Training Data for Automatic Speech Recognition
2023 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Nick Rossenbach, Benedikt Hilmes, Ralf Schlüter

0

citations
Definition, Composition, and Harmonization of Core Datasets Within the German Center for Lung Research
2023 Studies in health technology and informatics book-chapter Computer Science Research Data Management Practices Open access

Mark R Stöhr, Andreas Günther, Raphael W. Majeed

0

citations
Subspace Adaptation Prior for Few-Shot Learning
2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Aske Plaat, Jan N. van Rijn

0

citations
Gradient-Based Speech-to-Text Alignment for Any ASR Model: From CTC to Speech LLMs
2026 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Albert Zeyer, Ralf Schlüter, Hermann Ney

0

citations
Optimally Weighted Ensembles in Model-Based Regression for Drug Discovery
2021 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Computational Drug Discovery Methods

Patrick Echtenbruck, Michael Emmerich, Martina Echtenbruck, Boris Naujoks

0

citations