612 citations
- San Diego State UniversityUS8 papers
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- Wuhan Institute of Physics and MathematicsCN7 papers
- Artificial Intelligence in Medicine (Canada)CA5 papers
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- University of New BrunswickCA5 papers
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- Center for Astrophysics Harvard & SmithsonianUS3 papers
5 papers · 1 filter
Genetic CFL: Optimization of Hyper-Parameters in Clustered Federated Learning
Shaashwat Agrawal, Sagnik Sarkar, Mamoun Alazab +3
Federated learning (FL) is a distributed model for deep learning that integrates client-server architecture, edge computing, and real-time intelligence. FL has the capability of re…
The saturation spectrum for antichains of subsets
Jerrold R. Griggs, Thomas Kalinowski, Uwe Leck +2
Extending a classical theorem of Sperner, we characterize the integers such that there exists a maximal antichain of size in the Boolean lattice , that is, the power s…
Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction
Xinmeng Li, Mamoun Alazab, Qian Li +2
Knowledge graph question answering is an important technology in intelligent human-robot interaction, which aims at automatically giving answer to human natural language question w…
The Boundary-Spanning Mechanisms of Nobel Prize Winning Papers
Yakub Sebastian, Chaomei Chen
The breakthrough potentials of research papers can be explained by their boundary-spanning qualities. Here, for the first time, we apply the structural variation analysis (SVA) mod…
Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning
Quoc-Viet Pham, Thien Huynh-The, Mamoun Alazab +2
As the integration of unmanned aerial vehicles (UAVs) into visible light communications (VLC) can offer many benefits for massive-connectivity applications and services in 5G and b…