Fractional dynamics on networks and lattices by Michelitsch, Thomas, Pérez Riascos, Alejandro, Collet, Bernard, Nowakowski, Andrzej, Nicolleau, F. C. G. A. (Frank C. G. A.)

Table of Contents: “…Characterization of Networks: the Laplacian Matrix and its Functions -- 2. The Fractional Laplacian of Networks -- 3. …”
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Graph Partitioning. by Bichot, Charles-Edmond

Table of Contents: “…Finding the eigenvalues of the Laplacian matrix of a graph; 2.6.4. Lower bound for constrained graph partitioning; 2.6.5. …”
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Big data analytics for large-scale multimedia search by Vrochidis, Stefanos, 1975-, Huet, Benoit, Chang, Edward Y., Kompatsiaris, Yiannis

Table of Contents: “…3.2.1 Process Parallelization3.2.2 Data Parallelization; 3.3 Scalability through Feature Engineering; 3.3.1 Feature Reduction through Spatial Transformations; 3.3.2 Laplacian Matrix Representation; 3.3.3 Parallel latent Dirichlet allocation and bag of words; 3.4 Deep Learning-Based Feature Learning; 3.4.1 Adaptability that Conquers both Volume and Velocity; 3.4.2 Convolutional Neural Networks; 3.4.3 Recurrent Neural Networks; 3.4.4 Modular Approach to Scalability; 3.5 Benchmark Studies; 3.5.1 Dataset; 3.5.2 Spectrogram Creation; 3.5.3 CNN-Based Feature Extraction; 3.5.4 Structure of the CNNs…”
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