ESW Edge Weights: Ensemble Stochastic Watershed Edge Weights for Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3173793
Abstract: Hyperspectral image (HSI) classification is a topic of active research. One of the main challenges of HSI classification is the lack of reliable labeled samples. Various semi-supervised and unsupervised classification methods are proposed to handle… read more here.
Keywords: classification; semi supervised; edge weights; supervised unsupervised ... See more keywords
Network Design for Controllability Metrics
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Control of Network Systems"
DOI: 10.1109/tcns.2020.2978118
Abstract: In this article, we consider the problem of tuning the edge weights of a networked system described by linear time-invariant dynamics. We assume that the topology of the underlying network is fixed, and that the… read more here.
Keywords: edge weights; problem; topology; controllability ... See more keywords
A Dynamic Colored Traveling Salesman Problem With Varying Edge Weights
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2021.3125721
Abstract: A colored traveling salesman problem (CTSP) is a generalization of the well-known multiple traveling salesman problem. In it, each city has one to multiple colors and allows a salesman in the same color to visit… read more here.
Keywords: edge weights; colored traveling; salesman problem; traveling salesman ... See more keywords
Effective Keyword Search over Weighted Graphs
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2020.2985376
Abstract: Real graphs often contain edge and node weights, representing, for instance, penalty, distance or uncertainty. We study the problem of keyword search over weighted node-labeled graphs, in which a query consists of a set of… read more here.
Keywords: edge weights; keyword search; weights objective; search weighted ... See more keywords
Probabilistic edge weights fine-tune Boolean network dynamics
Sign Up to like & getrecommendations! Published in 2022 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1010536
Abstract: Biological systems are noisy by nature. This aspect is reflected in our experimental measurements and should be reflected in the models we build to better understand these systems. Noise can be especially consequential when trying… read more here.
Keywords: network; fine tune; edge; edge weights ... See more keywords