Stanislav Sobolevsky | DeepAI

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∙ 10/11/2021

Subnetwork Constraints for Tighter Upper Bounds and Exact Solution of the Clique Partitioning Problem

We consider a variant of the clustering problem for a complete weighted ...

0 Alexander Belyi, et al. ∙

∙ 05/07/2021

Hierarchical Graph Neural Networks

Over the recent years, Graph Neural Networks have become increasingly po...

0 Stanislav Sobolevsky, et al. ∙

∙ 03/03/2021

Recurrent Graph Neural Network Algorithm for Unsupervised Network Community Detection

Network community detection often relies on optimizing partition quality...

0 Stanislav Sobolevsky, et al. ∙

∙ 01/25/2021

Pattern Ensembling for Spatial Trajectory Reconstruction

Digital sensing provides an unprecedented opportunity to assess and unde...

0 Shivam Pathak, et al. ∙

∙ 10/13/2020

Transportation Interventions Reshaping NYC Commute: the Probabilistic Simulation Framework Assessing the Impacts of Ridesharing and Manhattan Congestion Surcharge

Understanding holistic impact of planned transportation solutions and in...

0 Devashish Khulbe, et al. ∙

∙ 12/05/2019

Transfer Learning from an Auxiliary Discriminative Task for Unsupervised Anomaly Detection

Unsupervised anomaly detection from high dimensional data like mobility ...

0 Urwa Muaz, et al. ∙

∙ 09/05/2018

Digital Urban Sensing: A Multi-layered Approach

Studies of human mobility increasingly rely on digital sensing, the larg...

0 Enwei Zhu, et al. ∙

∙ 08/20/2018

Impact Of Bike Sharing In New York City

The Citi Bike deployment changes the landscape of urban mobility in New ...

0 Stanislav Sobolevsky, et al. ∙

∙ 12/02/2017

Impact Of Urban Technology Deployments On Local Commercial Activity

While smart city innovations seem to be a common and necessary response ...

0 Stanislav Sobolevsky, et al. ∙

∙ 04/22/2015

Semantic Enrichment of Mobile Phone Data Records Using Background Knowledge

Every day, billions of mobile network events (i.e. CDRs) are generated b...

0 Zolzaya Dashdorj, et al. ∙

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