Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem
Combinatorial optimization problems can involve computationaly expensive fitness function,
making their resolution challenging. Surrogate models are one of the effective techniques …
making their resolution challenging. Surrogate models are one of the effective techniques …
[图书][B] Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition
E Gujral - 2021 - search.proquest.com
Graphs emerge in almost every real-world application domain, ranging from online social
networks all the way to health data and movie viewership patterns. Typically, such real-world …
networks all the way to health data and movie viewership patterns. Typically, such real-world …
NED: Niche Detection in User Content Consumption Data
Explainable machine learning methods have attracted increased interest in recent years. In
this work, we pose and study the niche detection problem, which imposes an explainable …
this work, we pose and study the niche detection problem, which imposes an explainable …
[图书][B] Advancing Unsupervised Learning on Graphs: Exploring Latent Structures of Graphs via Block Modeling
Z Bai - 2021 - search.proquest.com
Graphs are ubiquitous models representing relational data in a broad range of real-world
scenarios, eg, social networks, protein-protein interaction networks, and neural connections …
scenarios, eg, social networks, protein-protein interaction networks, and neural connections …