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06/02/2023
Recent Advances in Graph-based Machine Learning for Applications in Smart Urban Transportation Systems
The Intelligent Transportation System (ITS) is an important part of mode...
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09/14/2022
Classical Sequence Match is a Competitive Few-Shot One-Class Learner
Nowadays, transformer-based models gradually become the default choice f...
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09/06/2022
Graph-PHPA: Graph-based Proactive Horizontal Pod Autoscaling for Microservices using LSTM-GNN
Microservice-based architecture has become prevalent for cloud-native ap...
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07/26/2022
Playback-centric visualisations of video usage using weighted interactions to guide where to watch in an educational context
The increase in use of online educational tools has led to a large amoun...
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07/02/2022
Lane-GNN: Integrating GNN for Predicting Drivers' Lane Change Intention
Nowadays, intelligent highway traffic network is playing an important ro...
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06/28/2022
Analysis of Individual Conversational Volatility in Tandem Telecollaboration for Second Language Learning
Second language learning can be enabled by tandem collaboration where st...
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05/30/2022
A Comparative Study on Energy Consumption Models for Drones
Creating an appropriate energy consumption prediction model is becoming ...
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04/21/2022
An Analysis of Conversational Volatility During Telecollaboration Sessions for Second Language Learning
Tandem telecollaboration is a pedagogy used in second language learning ...
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08/12/2021
Statistical Learning using Sparse Deep Neural Networks in Empirical Risk Minimization
We consider a sparse deep ReLU network (SDRN) estimator obtained from em...
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08/05/2021
Fed-BEV: A Federated Learning Framework for Modelling Energy Consumption of Battery Electric Vehicles
Recently, there has been an increasing interest in the roll-out of elect...
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06/25/2021
Usage-based Summaries of Learning Videos
Much of the delivery of University education is now by synchronous or as...
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04/21/2021
A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes
Accurately forecasting transportation demand is crucial for efficient ur...
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03/10/2021
A fusion learning method to subgroup analysis for longitudinal trajectories
Uncovering the heterogeneity in the disease progression of Alzheimer's i...
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01/15/2021
Attention Based Video Summaries of Live Online Zoom Classes
This paper describes a system developed to help University students get ...
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10/12/2020
An Elastic IoT Device Management Platform
With the recent advancement of technologies over the past year, IoT has ...
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10/10/2020
Reinforcement Learning on Computational Resource Allocation of Cloud-based Wireless Networks
Wireless networks used for Internet of Things (IoT) are expected to larg...
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08/31/2018
