Publications

Parvaneh Joharinad, and 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] URL

Sophie Adama, and Martin Bogdan. Application of soft-clustering to assess consciousness in a CLIS patient. Brain Sci., (13)1:65, MDPI AG, December 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, and 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, March 2024. [PUMA: BioDeepfuse RNA Zno classification deep extraction feature learning non-coding] URL

Niklas Paulig, and Ostap Okhrin. An open-source framework for data-driven trajectory extraction from AIS data—The α-method. Ocean engineering, (312)Elsevier Science B.V., Nov 15, 2024. [PUMA: topic_engineering AIS, Big Data-driven, FIS_scads Open-source, Trajectory data, extraction]