51 citations · 145 across the 10 of their papers we have counts for
10 papers
A Survey on Neural-symbolic Learning Systems
Dongran Yu, Bo Yang, Dayou Liu +2
In recent years, neural systems have demonstrated highly effective learning ability and superior perception intelligence. However, they have been found to lack effective reasoning…
Augmenting Ordered Binary Decision Diagrams with Conjunctive Decomposition
Yong Lai, Dayou Liu, Minghao Yin
This paper augments OBDD with conjunctive decomposition to propose a generalization called OBDD[]. By imposing reducedness and the finest -decomposition bounded by…
Fast Complex Network Clustering Algorithm Using Agents
Di Jin, Dayou Liu, Bo Yang +1
Recently, the sizes of networks are always very huge, and they take on distributed nature. Aiming at this kind of network clustering problem, in the sight of local view, this paper…
Ant Colony Optimization with a New Random Walk Model for Community Detection in Complex Networks
Di Jin, Dayou Liu, Bo Yang +2
Detecting communities from complex networks has recently triggered great interest. Aiming at this problem, a new ant colony optimization strategy building on the Markov random walk…
Genetic Algorithm with a Local Search Strategy for Discovering Communities in Complex Networks
Dayou Liu, Di Jin, Carlos Baquero +3
In order to further improve the performance of current genetic algorithms aiming at discovering communities, a local search based genetic algorithm GALS is here proposed. The core…
Markov random walk under constraint for discovering overlapping communities in complex networks
Di Jin, Bo Yang, Carlos Baquero +3
Detection of overlapping communities in complex networks has motivated recent research in the relevant fields. Aiming this problem, we propose a Markov dynamics based algorithm, ca…