@article{LaubRothBuhmannetal.2006, author = {Laub, Julian and Roth, Volker and Buhmann, Joachim and M{\"u}ller, Klaus-Robert}, title = {On the information and representation of non-Euclidean pairwise data}, issn = {0031-3203}, doi = {10.1016/j.patcog.2006.04.016}, year = {2006}, abstract = {Two common data representations are mostly used in intelligent data analysis, namely the vectorial and the pairwise representation. Pairwise data which satisfy the restrictive conditions of Euclidean spaces can be faithfully translated into a Euclidean vectorial representation by embedding. Non-metric pairwise data with violations of symmetry, reflexivity or triangle inequality pose a substantial conceptual problem for pattern recognition since the amount of predictive structural information beyond what can be measured by embeddings is unclear. We show by systematic modeling of non-Euclidean pairwise data that there exists metric violations which can carry valuable problem specific information. Furthermore, Euclidean and non-metric data can be unified on the level of structural information contained in the data. Stable component analysis selects linear subspaces which are particularly insensitive to data fluctuations. Experimental results from different domains support our pattern recognition strategy.}, language = {en} } @book{MeinelThomasWarschofskyetal.2011, author = {Meinel, Christoph and Thomas, Ivonne and Warschofsky, Robert and Menzel, Michael and Junker, Holger and Schwenk, J{\"o}rg and Roth, Volker and Peters, Jan and Raepple, Martin and St{\"o}rtkuhl, Thomas and Quint, Bruno and Kleinhenz, Michael and Wagner, Daniel}, title = {SOA Security 2010 : Symposium f{\"u}r Sicherheit in Service-orientierten Architekturen ; 28. / 29. Oktober 2010 am Hasso-Plattner-Institut}, publisher = {Universit{\"a}tsverlag Potsdam}, address = {Potsdam}, isbn = {978-3-86956-110-3}, url = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus-49696}, publisher = {Universit{\"a}t Potsdam}, pages = {80}, year = {2011}, abstract = {"Forschung meets Business" - diese Kombination hat in den vergangenen Jahren immer wieder zu zahlreichen interessanten und fruchtbaren Diskussionen gef{\"u}hrt. Mit dem Symposium "Sicherheit in Service-orientierten Architekturen" f{\"u}hrt das Hasso-Plattner-Institut diese Tradition fort und lud alle Interessenten zu einem zweit{\"a}gigen Symposium nach Potsdam ein, um gemeinsam mit Fachvertretern aus der Forschung und Industrie {\"u}ber die aktuellen Entwicklungen im Bereich Sicherheit von SOA zu diskutieren. Die im Rahmen dieses Symposiums vorgestellten Beitr{\"a}ge fokussieren sich auf die Sicherheitsthemen "Sichere Digitale Identit{\"a}ten und Identit{\"a}tsmanagement", "Trust Management", "Modell-getriebene SOA-Sicherheit", "Datenschutz und Privatsph{\"a}re", "Sichere Enterprise SOA", und "Sichere IT-Infrastrukturen".}, language = {de} }