The proposed Multimodal Subspace Support Vector Data Description outperforms all the competing methods using data from a single modality or fusing data from all modalities in four out of five datasets.doi:10.1016/j.patcog.2020.107648Fahad Sohrab aJenni Raitoharju a bAlexandros Iosifidis cMoncef Gabbouj aPattern Recognition
Support vector data description Mach. Learn. (2004) L. Ruff, R.A. Vandermeulen, N. Görnitz, L. Deecke, S.A. Siddiqui, A. Binder, E. Müller, M. Kloft, Deep one-class... BergmanL. et al. Classification-based anomaly detection for general data (2020) ZhangK. et al. PEDENet:...
By accepting optional cookies, you consent to the processing of your personal data - including transfers to third parties. Some third parties are outside of the European Economic Area, with varying standards of data protection. See our privacy policy for more information on the use of your perso...
Package descriptionjax-sysid is a Python package based on JAX for linear and nonlinear system identification of state-space models, recurrent neural network (RNN) training, and nonlinear regression/classification. The algorithm can handle L1-regularization and group-Lasso regularization and relies on L...
The detailed description of the distribution of the projection of the data matrix within the PCS is discussed in relation to the features of the PES below. 3.2. The Potential Energy Surface. The PESs underlying the PCS were mapped for three selected pentapeptide sequences: (Ala)5, (Gly)5, ...
In [11], Sun and Zheng gave a description of [Math Processing Error]M00. In the following discussion, we give other equivalent forms of [Math Processing Error]M00. Lemma 3.3 [5] Let [Math Processing Error]Xn=1n+2(∑i=0nzi+1wn−in+1−n+1wn+1),∀n≥0. Then [Math Processing...
Note that the Graph Laplacian regularization is based on the assumption that the representation coefficient vector corresponding to each sample, that is, C(:,i) for each i=1,…,n, is changing smoothly on each manifold [71]. Hence, nearby data points in the ambient space have similar ...
In Section 4, experimental results on real-word data and case study are shown and analyzed to highlight the benefits. Finally, we conclude our work in Section 5. Access through your organization Check access to the full text by signing in through your organization. Access through your ...
FIG. 22B is a flowchart illustrating a method for receiving data at a destination node in accordance with aspects of the invention. DETAILED DESCRIPTION Various aspects of the disclosure are described below. It should be apparent that the teachings herein may be embodied in a wide variety of for...
The description herein makes reference to the accompanying drawings wherein like reference numerals refer to like parts throughout the several views. FIG. 1 is a schematic of a video encoding and decoding system. FIG. 2 is a block diagram of an example of a computing device that can implement...