Publications

Parvaneh Joharinad, und Jürgen Jost. Nonlinear Schemes: Clustering, Feature Extraction and Dimension Reduction. Mathematical Principles of Topological and Geometric Data Analysis, 193–226, Springer International Publishing, 2023. [PUMA: Clustering Dimension Extraction Nonlinear Reduction nopdf] URL

Sophie Adama, und Martin Bogdan. Application of soft-clustering to assess consciousness in a CLIS patient. Brain Sci., (13)1:65, MDPI AG, Dezember 2022. [PUMA: analysis completely complexity connectivity consciousness electrocorticogram extraction features locked-in soft-clustering spectral syndrome zno]

Anderson P. Avila Santos, Breno L. S. de Almeida, Robson P. Bonidia, Peter F. Stadler, Polonca Stefanic, Ines Mandic-Mulec, Ulisses Rocha, Danilo S. Sanches, und André C.P.L.F. de Carvalho. 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, März 2024. [PUMA: BioDeepfuse RNA Zno classification deep extraction feature learning non-coding] URL

Tieu-Long Phan, Klaus Weinbauer, Marcos E. Gonzalez Laffitte, Yingjie Pan, Daniel Merkle, Jakob L. Andersen, Rolf Fagerberg, Christoph Flamm, und Peter F. Stadler. SynTemp: Efficient Extraction of Graph-Based Reaction Rules from Large-Scale Reaction Databases. American Chemical Society (ACS), September 2024. [PUMA: Databases Efficient Extraction Graph-Based Large-Scale Reaction Rules SynTemp Xack imported] URL