On the Properties of Neural Machine Translation: Encoder–Decoder Approaches

• Frequency-Independent Ambisonics Upscaling Using Deep Learning

  2026 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech and Audio Processing

  0

  citations
• Higher-Order Ambisonics Upscaling Using Gated Recurrent Units

  2025 European Signal Processing Conference (EUSIPCO) conference-paper Computer Science Speech and Audio Processing

  1

  citations
• On the generalization ability of probabilistic neural networks for hyperspectral remote sensing of absorption properties across optically complex waters

  2025 Remote Sensing of Environment article Engineering Remote-Sensing Image Classification Open access

  12

  citations
• Recurrent neural networks as a physics-based self-learning solver to satisfy plane stress viscoplasticity undergoing isotropic damage

  2024 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access

  3

  citations
• Online model-based anomaly detection in multivariate time series: Taxonomy, survey, research challenges and future directions

  2024 Engineering Applications of Artificial Intelligence article Computer Science Anomaly Detection Techniques and Applications Open access

  41

  citations
• Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure

  2024 ACM International Conference on Web Search and Data Mining (WSDM) conference-paper Computer Science Recommender Systems and Techniques Open access

  14

  citations
• Comparative Analysis of Modern, AI-based Data Compression on Power Quality Disturbance Data

  2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Power Quality and Harmonics

  1

  citations
• DrugEx: Deep Learning Models and Tools for Exploration of Drug-Like Chemical Space

  2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

  40

  citations
• Spiking recurrent neural networks for neuromorphic computing in nonlinear structural mechanics

  2023 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks cited by 1 patent

  23

  citations
• More than accuracy: end-to-end wind power forecasting that optimises the energy system

  2023 Electric Power Systems Research article Engineering Energy Load and Power Forecasting Open access

  57

  citations
• DrugEx: Deep Learning Models and Tools for Exploration of Drug-like Chemical Space

  2023 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

  1

  citations
• DrugEx: Deep Learning Models and Tools for Exploration of Drug-like Chemical Space

  2023 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

  1

  citations
• Physics-Based Self-Learning Recurrent Neural Network enhanced time integration scheme for computing viscoplastic structural finite element response

  2022 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks

  31

  citations
• Online Time-series Anomaly Detection: A Survey of Modern Model-based Approaches

  2022 Research Square preprint Computer Science Anomaly Detection Techniques and Applications Open access

  5

  citations
• Adaptive Multimodal Emotion Detection Architecture for Social Robots

  2022 IEEE Access article Psychology Emotion and Mood Recognition Open access

  95

  citations
• Automated Classification of Written Proficiency Levels on the CEFR-Scale through Complexity Contours and RNNs

  2021 UvA-DARE (University of Amsterdam) conference-paper Computer Science Natural Language Processing Techniques Open access

  4

  citations
• A Language-Based Approach to Fake News Detection Through Interpretable Features and BRNN

  2020 UvA-DARE (University of Amsterdam) conference-paper Social Sciences Misinformation and Its Impacts Open access

  16

  citations
• Robust Robotic Pouring using Audition and Haptics

  2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Robot Manipulation and Learning Open access

  23

  citations
• Becoming Linguistically Mature: Modeling English and German Children’s Writing Development Across School Grades

  2020 conference-paper Psychology Language Development and Disorders Open access

  16

  citations
• Robust Robotic Pouring using Audition and Haptics

  2020 RWTH Publications (RWTH Aachen) conference-paper Engineering Robot Manipulation and Learning

  16

  citations

20 results