Northumbria University

research

∙ 01/24/2020

Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks

An online resource scheduling framework is proposed for minimizing the s...

Feibo Jiang, et al. ∙

research

∙ 02/23/2022

Absolute Zero-Shot Learning

Considering the increasing concerns about data copyright and privacy iss...

Rui Gao, et al. ∙

research

∙ 02/10/2016

DAP3D-Net: Where, What and How Actions Occur in Videos?

Action parsing in videos with complex scenes is an interesting but chall...

Li Liu, et al. ∙

research

∙ 09/16/2015

Projection Bank: From High-dimensional Data to Medium-length Binary Codes

Recently, very high-dimensional feature representations, e.g., Fisher Ve...

Li Liu, et al. ∙

research

∙ 08/03/2015

Kernelized Multiview Projection

Conventional vision algorithms adopt a single type of feature or a simpl...

Mengyang Yu, et al. ∙

research

∙ 12/15/2017

graphTPP: A multivariate based method for interactive graph layout and analysis

Graph layout is the process of creating a visual representation of a gra...

Helen Gibson, et al. ∙

research

∙ 11/18/2013

Understanding Visualization: A Formal Approach using Category Theory and Semiotics

This article combines the vocabulary of semiotics and category theory to...

Paul Vickers, et al. ∙

research

∙ 12/07/2017

Multi-destination Aggregation with Binary Symmetric Broadcast Channel Based Coding in 802.11 WLANs

In this paper we consider the potential benefits of adopting a binary sy...

Xiaomin Chen, et al. ∙

research

∙ 11/21/2017

Optimal Task Allocation in Near-Far Computing Enhanced C-RAN for Wireless Big Data Processing

With the increasing popularity of user equipments (UEs), the correspondi...

Lianming Zhang, et al. ∙

research

∙ 01/29/2018

Using deep Q-learning to understand the tax evasion behavior of risk-averse firms

Designing tax policies that are effective in curbing tax evasion and max...

Nikolaos D. Goumagias, et al. ∙

research

∙ 11/19/2018

MIMO Channel Information Feedback Using Deep Recurrent Network

In a multiple-input multiple-output (MIMO) system, the availability of c...

Chao Lu, et al. ∙

research

∙ 12/17/2018

Understanding Mobile Search Task Relevance and User Behaviour in Context

Improvements in mobile technologies have led to a dramatic change in how...

Mohammad Aliannejadi, et al. ∙

research

∙ 01/04/2019

Cyber Security Challenges and Solutions for V2X Communications: A Survey

In recent years, vehicles became able to establish connections with othe...

Aljawharah Alnasser, et al. ∙

research

∙ 02/08/2019

Energy Efficient Resource Allocation in UAV-Enabled Mobile Edge Computing Networks

In this paper, we consider the sum power minimization problem via jointl...

Zhaohui Yang, et al. ∙

research

∙ 08/15/2019

Ergodic Rate Analysis of Cooperative Ambient Backscatter Communication

Ambient backscatter communication has shown great potential in the devel...

Shaoqing Zhou, et al. ∙

research

∙ 08/28/2019

HTMLPhish: Enabling Accurate Phishing Web Page Detection by Applying Deep Learning Techniques on HTML Analysis

Recently, the development and implementation of phishing attacks require...

Chidimma Opara, et al. ∙

research

∙ 09/10/2019

Intelligent Reflecting Surface Aided Multigroup Multicast MISO Communication Systems

Intelligent reflecting surface (IRS) has recently been envisioned to off...

Gui Zhou, et al. ∙

research

∙ 09/24/2019

Bit-level Optimized Neural Network for Multi-antenna Channel Quantization

Quantized channel state information (CSI) plays a critical role in preco...

Chao Lu, et al. ∙

research

∙ 11/15/2019

A Turing Test for Crowds

The realism and believability of crowd simulations underpins computation...

Jamie Webster, et al. ∙

research

∙ 12/09/2019

A Novel Cross Entropy Approach for Offloading Learning in Mobile Edge Computing

In this paper, we propose a novel offloading learning approach to compro...

Shuhan Zhu, et al. ∙

research

∙ 02/17/2020

Artificial-Noise-Aided Secure MIMO Wireless Communications via Intelligent Reflecting Surface

This paper considers a MIMO secure wireless communication system aided b...

Sheng Hong, et al. ∙

research

∙ 02/23/2020

A Multi-view CNN-based Acoustic Classification System for Automatic Animal Species Identification

Automatic identification of animal species by their vocalization is an i...

Weitao Xu, et al. ∙

research

∙ 04/21/2020

Spectral and Energy Efficiency of IRS-Assisted MISO Communication with Hardware Impairments

In this letter, we analyze the spectral and energy efficiency of an inte...

Shaoqing Zhou, et al. ∙

research

∙ 04/24/2020

Robust Transmission Design for Intelligent Reflecting Surface Aided Secure Communication Systems with Imperfect Cascaded CSI

In this paper, we investigate the design of robust and secure transmissi...

Sheng Hong, et al. ∙

research

∙ 05/03/2020

Multi-cell Edge Coverage Enhancement Using Mobile UAV-Relay

Unmanned aerial vehicle (UAV)-assisted communication is a promising tech...

Yukuan Ji, et al. ∙

research

∙ 05/21/2020

Distributed Resource Scheduling for Large-Scale MEC Systems: A Multi-Agent Ensemble Deep Reinforcement Learning with Imitation Acceleration

We consider the optimization of distributed resource scheduling to minim...

Feibo Jiang, et al. ∙

research

∙ 06/01/2020

Analog Versus Hybrid Precoding for Multiuser Massive MIMO with Quantized CSI Feedback

In this letter, we study the performance of a downlink multiuser massive...

Yaqiong Zhao, et al. ∙

research

∙ 06/09/2020

User Cooperation for IRS-aided Secure SWIPT MIMO: Active Attacks and Passive Eavesdropping

In this paper, intelligent reflecting surface (IRS) is proposed to enhan...

Gui Zhou, et al. ∙

research

∙ 07/27/2020

A Review on Computational Intelligence Techniques in Cloud and Edge Computing

Cloud computing (CC) is a centralized computing paradigm that accumulate...

Muhammad Asim, et al. ∙

research

∙ 12/23/2020

Secure Wireless Communication in RIS-Aided MISO Systems with Hardware Impairments

In practice, residual transceiver hardware impairments inevitably lead t...

Gui Zhou, et al. ∙

research

∙ 03/16/2021

Intelligent Reflecting Surface-aided URLLC in a Factory Automation Scenario

Different from conventional wired line connections, industrial control t...

Hong Ren, et al. ∙

research

∙ 07/12/2021

Reconfigurable Intelligent Surface-Aided MISO Systems with Statistical CSI: Channel Estimation, Analysis and Optimization

This paper investigates the reconfigurable reflecting surface (RIS)-aide...

Kangda Zhi, et al. ∙

research

∙ 07/16/2021

Ergodic Rate Analysis of Reconfigurable Intelligent Surface-Aided Massive MIMO Systems with ZF Detectors

This letter investigates the reconfigurable intelligent surface (RIS)-ai...

Kangda Zhi, et al. ∙

research

∙ 08/09/2021

Efficient algorithms for collecting the statistics of large-scale IP address data

Compiling the statistics of large-scale IP address data is an essential ...

Jie Chen, et al. ∙

research

∙ 08/09/2021

Multi-User Cooperative Computation Framework Based on Bertrand Game

In this paper, a multi-user cooperative computing framework is applied t...

Nan Zhang, et al. ∙

research

∙ 06/03/2021

Matching-Theory-Based Multi-User Cooperative Computing Framework

In this paper, we propose a matching theory based multi-user cooperative...

Ya Zhou, et al. ∙

research

∙ 09/04/2021

Modelling Arbitrary Complex Dielectric Properties – an automated implementation for gprMax

There is a need to accurately simulate materials with complex electromag...

Sylwia Majchrowska, et al. ∙

research

∙ 09/14/2021

EVAGAN: Evasion Generative Adversarial Network for Low Data Regimes

A myriad of recent literary works has leveraged generative adversarial n...

Rizwan Hamid Randhawa, et al. ∙

research

∙ 10/13/2021

Statistical CSI-Based Transmission Design for Reconfigurable Intelligent Surface-aided Massive MIMO Systems with Hardware Impairments

We consider a reconfigurable intelligent surface (RIS)-aided massive mul...

Jianxin Dai, et al. ∙

research

∙ 11/23/2021

Machine Learning Based Forward Solver: An Automatic Framework in gprMax

General full-wave electromagnetic solvers, such as those utilizing the f...

Utsav Akhaury, et al. ∙

research

∙ 12/05/2021

Intention Recognition for Multiple Agents

Intention recognition is an important step to facilitate collaboration i...

Zhang Zhang, et al. ∙

research

∙ 02/04/2022

On the role of technology in human-dog relationships: a future filled with dreams or nightmares?

Digital technologies that help us take care of our dogs are becoming mor...

Dirk van der Linden, et al. ∙

research

∙ 02/21/2022

Applications of blockchain and artificial intelligence technologies for enabling prosumers in smart grids: A review

Governments' net zero emission target aims at increasing the share of re...

Weiqi Hua, et al. ∙

research

∙ 03/06/2022

Diversifying Agent's Behaviors in Interactive Decision Models

Modelling other agents' behaviors plays an important role in decision mo...

Yinghui Pan, et al. ∙

research

∙ 03/12/2022

Towards On-Device AI and Blockchain for 6G enabled Agricultural Supply-chain Management

6G envisions artificial intelligence (AI) powered solutions for enhancin...

Muhammad Zawish, et al. ∙

research

∙ 03/31/2022

RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis

Schizophrenia is a severe mental health condition that requires a long a...

Daniel Organisciak, et al. ∙

research

∙ 05/27/2022

Workload-Aware Game-Theoretic Framework for Wireless Federated Learning

Federated learning (FL) has been proposed as a popular learning framewor...

Jiawei Liu, et al. ∙

Northumbria University

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