Mingming Liu

Orcid: 0000-0002-8988-2104

Affiliations:
  • Dublin City University, School of Electronic Engineering, Dublin, Ireland


According to our database1, Mingming Liu authored at least 43 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Privacy-Aware Energy Consumption Modeling of Connected Battery Electric Vehicles using Federated Learning.
CoRR, 2023

A Review on AI Algorithms for Energy Management in E-Mobility Services.
CoRR, 2023

Recent Advances in Graph-based Machine Learning for Applications in Smart Urban Transportation Systems.
CoRR, 2023

Breathing Green: Maximising Health and Environmental Benefits for Active Transportation Users Leveraging Large Scale Air Quality Data.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022
MPC-CSAS: Multi-Party Computation for Real-Time Privacy-Preserving Speed Advisory Systems.
IEEE Trans. Intell. Transp. Syst., 2022

Real-Time Anomaly Detection for an ADMM-Based Optimal Transmission Frequency Management System for IoT Devices.
Sensors, 2022

A Survey on Graph Neural Networks for Microservice-Based Cloud Applications.
Sensors, 2022

Playback-centric visualisations of video usage using weighted interactions to guide where to watch in an educational context.
CoRR, 2022

Analysis of Individual Conversational Volatility in Tandem Telecollaboration for Second Language Learning.
CoRR, 2022

An Analysis of Conversational Volatility During Telecollaboration Sessions for Second Language Learning.
CoRR, 2022

Parking Behaviour Analysis of Shared E-Bike Users Based on a Real-World Dataset - A Case Study in Dublin, Ireland.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Lane-GNN: Integrating GNN for Predicting Drivers' Lane Change Intention.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

A Comparative Study on Energy Consumption Models for Drones.
Proceedings of the Internet of Things, 2022

Graph-PHPA: Graph-based Proactive Horizontal Pod Autoscaling for Microservices using LSTM-GNN.
Proceedings of the 11th IEEE International Conference on Cloud Networking, 2022

2021
Fair and Privacy-Aware EV Discharging Strategy Using Decentralized Whale Optimization Algorithm for Minimizing Cost of EVs and the EV Aggregator.
IEEE Syst. J., 2021

Optimal Distributed Bandwidth Allocation in NB-IoT Networks.
CoRR, 2021

Attention Based Video Summaries of Live Online Zoom Classes.
CoRR, 2021

An ADMM-based Optimal Transmission Frequency Management System for IoT Edge Intelligence.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021

Fed-BEV: A Federated Learning Framework for Modelling Energy Consumption of Battery Electric Vehicles.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

An Intelligent Multi-Speed Advisory System using Improved Whale Optimisation Algorithm.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Optimal Distributed Bandwidth Allocation in NB-IoT Networks: Poster Abstract.
Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021

Usage-Based Summaries of Learning Videos.
Proceedings of the Technology-Enhanced Learning for a Free, Safe, and Sustainable World, 2021

2020
A Fair and Privacy-Aware EV Discharging Strategy using Decentralized Whale Optimization Algorithm.
CoRR, 2020

Reinforcement Learning on Computational Resource Allocation of Cloud-based Wireless Networks.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

An Elastic IoT Device Management Platform.
Proceedings of the IEEE Global Conference on Artificial Intelligence and Internet of Things, 2020

2019
A Distributed Markovian Parking Assist System.
IEEE Trans. Intell. Transp. Syst., 2019

2018
A New Take on Protecting Cyclists in Smart Cities.
IEEE Trans. Intell. Transp. Syst., 2018

Pedestrian-Aware Engine Management Strategies for Plug-In Hybrid Electric Vehicles.
IEEE Trans. Intell. Transp. Syst., 2018

On the Design of an Intelligent Speed Advisory System for Cyclists.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Bayesian classifier for Route prediction with Markov chains.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Identification of New Patterns in Urban Traffic Flows.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018

2017
Smart Procurement of Naturally Generated Energy (SPONGE) for Plug-In Hybrid Electric Buses.
IEEE Trans Autom. Sci. Eng., 2017

On the stability and convergence of a class of consensus systems with a nonlinear input.
Autom., 2017

2016
A Distributed and Privacy-Aware Speed Advisory System for Optimizing Conventional and Electric Vehicle Networks.
IEEE Trans. Intell. Transp. Syst., 2016

2015
On global convergence of consensus with nonlinear feedback, the Lure problem, and some applications.
CoRR, 2015

A Distributed and Privacy-Aware Speed Advisory System for Optimising Conventional and Electric Vehicles Networks.
CoRR, 2015

An intelligent speed advisory system for electric vehicles.
Proceedings of the International Conference on Connected Vehicles and Expo, 2015

2014
Plug-and-Play Distributed Algorithms for Optimized Power Generation in a Microgrid.
IEEE Trans. Smart Grid, 2014

Optimised consensus for highway speed limits via intelligent speed advisory systems.
Proceedings of the International Conference on Connected Vehicles and Expo, 2014

2013
Fair charging strategies for EVs connected to a low-voltage distribution network.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Optimal distributed power generation for thermal and electrical scheduling in a microgrid.
Proceedings of the 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013

Applying a QoS-based fleet dimension method to reduce fleet emissions.
Proceedings of the International Conference on Connected Vehicles and Expo, 2013


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