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20152026
most citedMore Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification

1.4k citations

Showing 2018 · cs.DSShow all

5 papers · 2 filters

cs.DS2018

Orthogonal and Smooth Orthogonal Layouts of 1-Planar Graphs with Low Edge Complexity

Evmorfia Argyriou, Sabine Cornelsen, Henry Förster +5

While orthogonal drawings have a long history, smooth orthogonal drawings have been introduced only recently. So far, only planar drawings or drawings with an arbitrary number of c…

cs.DS2018★ 3 cited

Finding Cheeger Cuts in Hypergraphs via Heat Equation

Masahiro Ikeda, Atsushi Miyauchi, Yuuki Takai +1

Cheeger's inequality states that a tightly connected subset can be extracted from a graph using an eigenvector of the normalized Laplacian associated with . More specificall…

cs.DS2018

Linear Pseudo-Polynomial Factor Algorithm for Automaton Constrained Tree Knapsack Problem

Soh Kumabe, Takanori Maehara, Ryoma Sin'ya

The automaton constrained tree knapsack problem is a variant of the knapsack problem in which the items are associated with the vertices of the tree, and we can select a subset of…

cs.DS2018★ 1 cited

Subspace Selection via DR-Submodular Maximization on Lattices

So Nakashima, Takanori Maehara

The subspace selection problem seeks a subspace that maximizes an objective function under some constraint. This problem includes several important machine learning problems such a…

cs.DS2018

Submodular maximization with uncertain knapsack capacity

Yasushi Kawase, Hanna Sumita, Takuro Fukunaga

We consider the maximization problem of monotone submodular functions under an uncertain knapsack constraint. Specifically, the problem is discussed in the situation that the knaps…