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07/11/2023
Influential Simplices Mining via Simplicial Convolutional Network
Simplicial complexes have recently been in the limelight of higher-order...
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05/11/2023
Identifying vital nodes through augmented random walks on higher-order networks
Empirical networks possess considerable heterogeneity of node connection...
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11/02/2022
DynamicLight: Dynamically Tuning Traffic Signal Duration with DRL
Deep reinforcement learning (DRL) is becoming increasingly popular in im...
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09/30/2022
Local dominance unveils clusters in networks
Clusters or communities can provide a coarse-grained description of comp...
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12/19/2021
Expression is enough: Improving traffic signal control with advanced traffic state representation
Recently, finding fundamental properties for traffic state representatio...
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12/04/2021
Efficient Pressure: Improving efficiency for signalized intersections
Since conventional approaches could not adapt to dynamic traffic conditi...
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08/04/2021
Hyperparameter-free and Explainable Whole Graph Embedding
Many real-world complex systems can be described as graphs. For a large-...
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07/31/2021
Citations or dollars? Early signals of a firm's research success
Scientific and technological progress is largely driven by firms in many...
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05/29/2020
Network-based ranking in social systems: three challenges
Ranking algorithms are pervasive in our increasingly digitized societies...
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01/22/2020
Characterizing cycle structure in complex networks
The ubiquitous existence of cycles is one of important originations of n...
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01/16/2020
Universal patterns of online news impact
Online news can quickly reach and affect millions of people, yet little ...
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01/15/2020
Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data
Despite the increasing use of citation-based metrics for research evalua...
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03/15/2019
Fast influencers in complex networks
Influential nodes in complex networks are typically defined as those nod...
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11/20/2018
On a hypergraph probabilistic graphical model
We propose a directed acyclic hypergraph framework for a probabilistic g...
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05/31/2018
The long-term impact of ranking algorithms in growing networks
When we search online for content, we are constantly exposed to rankings...
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01/17/2018
Eliminating the effect of rating bias on reputation systems
The ongoing rapid development of the e-commercial and interest-base webs...
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01/02/2018
Triangle-mapping Analysis on Spatial Competition and Cooperation of Chinese Cities
In this paper, we empirically analyze the spatial distribution of Chines...
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11/28/2017