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07/19/2022
Explainable Human-in-the-loop Dynamic Data-Driven Digital Twins
Digital Twins (DT) are essentially Dynamic Data-driven models that serve...
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07/11/2022
A Baselined Gated Attention Recurrent Network for Request Prediction in Ridesharing
Ridesharing has received global popularity due to its convenience and co...
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04/26/2022
Digital Twins for Dynamic Management of Blockchain Systems
Blockchain systems are challenged by the so-called Trilemma tradeoff: de...
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04/15/2022
Knowledge Equivalence in Digital Twins of Intelligent Systems
A digital twin contains up-to-date data-driven models of the physical wo...
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01/18/2021
Time-Efficient and High-Quality Graph Partitioning for Graph Dynamic Scaling
The dynamic scaling of distributed computations plays an important role ...
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09/22/2020
A Fuzzy Logic Controller for Tasks Scheduling Using Unreliable Cloud Resources
The Cloud infrastructure offers to end users a broad set of heterogenous...
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07/06/2020
Online NEAT for Credit Evaluation – a Dynamic Problem with Sequential Data
In this paper, we describe application of Neuroevolution to a P2P lendin...
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12/30/2019
Performance Evaluation of Dynamic Scaling on MPI
Dynamic scaling aims to elastically change the number of processes durin...
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08/16/2019
Distributed Edge Partitioning for Trillion-edge Graphs
We propose Distributed Neighbor Expansion (Distributed NE), a parallel a...
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04/28/2019
TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text
Handling large corpuses of documents is of significant importance in man...
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11/20/2018
Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning
Graphs are a commonly used construct for representing relationships betw...
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06/19/2018
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study
Graph embeddings have become a key and widely used technique within the ...
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10/09/2012