WARC-DL: Scalable Web Archive Processing for Deep Learning. 2022. [PUMA: Archive WARC-DL Web Learning Scalable Deep Processing] URL
Two-step dynamic obstacle avoidance. Knowledge-based systems, (302)Elsevier Science B.V., Oct 25, 2024. [PUMA: FIS_scads Dynamic Local learning Deep Supervised planning, path learning, avoidance, reinforcement topic_engineering obstacle]
Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain. NeuroImage, (261):119504, 2022. [PUMA: Cardiovascular deep Brain-age, Structural learning Ageing, a.i., mri, Explainable topic_lifescience topic_neuroinspired risk factors,] URL
Self-organized free-flight arrival for urban air mobility. Transportation Research Part C: Emerging Technologies, (167):104806, 2024. [PUMA: Urban mobility eVTOL air learning reinforcement Deep topic_engineering] URL
On optimizing morphological neural networks for hyperspectral image classification. In Wolfgang Osten (Eds.), Sixteenth International Conference on Machine Vision (ICMV 2023), (13072):1307202, SPIE, 2024. [PUMA: image sensing morphological morphology deep neuronal learning networks classification remote mathematical computer hyperspectral vision] URL
Neural network-assisted humanisation of COVID-19 hamster transcriptomic data reveals matching severity states in human disease. eBioMedicine, (108):105312, 2024. [PUMA: Disease Cross-species model, learning Deep matching, Single-cell RNA-seq, topic_mathfoundation COVID-19, analysis, state Hamster] URL
Insights into the Drivers and Spatiotemporal Trends of Extreme Mediterranean Wildfires with Statistical Deep Learning. Artificial Intelligence for the Earth Systems, (2)4American Meteorological Society, October 2023. [PUMA: Mediterranean Extreme Learning Wildfires Spatiotemporal Trends Statistical Deep] URL
Deep reinforcement learning with artificial microswimmers. Emerging Topics in Artificial Intelligence (ETAI) 2022, (12204):104--110, 2022. [PUMA: microswimmers artificial learning topic_physchemistry reinforcement Deep]
BioDeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding RNA classification. RNA Biology, (21)1:410–421, Informa UK Limited, March 2024. [PUMA: deep RNA non-coding feature learning extraction BioDeepfuse classification] URL
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology. Med. Image Anal., (79)102474:102474, Elsevier BV, July 2022. [PUMA: Convolutional Artificial intelligence; Multiple-Instance deep neural networks; learning Weakly-supervised Learning; transformers; pathology; topic_lifescience Vision Computational]
A platform-agnostic deep reinforcement learning framework for effective Sim2Real transfer towards autonomous driving. Commun Eng, (3)1:147, Springer Science and Business Media LLC, October 2024. [PUMA: driving framework platform-agnostic autonomous deep learning reinforcement Sim2Real]