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11/11/2022
Inferring probabilistic Boolean networks from steady-state gene data samples
Probabilistic Boolean Networks have been proposed for estimating the beh...
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10/21/2022
Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks
The ability to direct a Probabilistic Boolean Network (PBN) to a desired...
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10/04/2022
A Structural Characterisation of the Mitogen-Activated Protein Kinase Network in Cancer
Gene regulatory networks represent collections of regulators that intera...
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10/04/2022
Learning Condition–Action Rules for Personalised Journey Recommendations
We apply a learning classifier system, XCSI, to the task of providing pe...
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10/04/2022
A novel Intrusion Detection System against spoofing attacks in connected Electric Vehicles
The Electric Vehicles (EVs) market has seen rapid growth recently despit...
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10/04/2022
Learning to Control Random Boolean Networks: A Deep Reinforcement Learning Approach
In this paper we describe the application of a Deep Reinforcement Learni...
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10/04/2022
Enabling Serverless Deployment of Large-Scale AI Workloads
We propose a set of optimization techniques for transforming a generic A...
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10/04/2022
Evolution of control with learning classifier systems
In this paper we describe the application of a learning classifier syste...
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10/04/2022
Logic and learning in network cascades
Critical cascades are found in many self-organizing systems. Here, we ex...
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10/04/2022
Route optimization of electric vehicles based on dynamic wireless charging
One of the barriers for the adoption of electric vehicles (EVs) is the a...
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10/04/2022
Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study
n this paper, we present a survey of deep learning approaches for cyber ...
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04/25/2022
Spontaneous Emergence of Computation in Network Cascades
Neuronal network computation and computation by avalanche supporting net...
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11/03/2021
HoneyCar: A Framework to Configure Honeypot Vulnerabilities on the Internet of Vehicles
The Internet of Vehicles (IoV), whereby interconnected vehicles communic...
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08/25/2021
Multi-Stage Threat Modelling and Security Monitoring in 5GCN
The fifth generation of mobile networks (5G) promises a range of new cap...
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08/25/2021
Towards Dynamic Threat Modelling in 5G Core Networks Based on MITRE ATT CK
This article discusses how the gap between early 5G network threat asses...
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11/23/2020
Synthesis and Pruning as a Dynamic Compression Strategy for Efficient Deep Neural Networks
The brain is a highly reconfigurable machine capable of task-specific ad...
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11/05/2020
Lessons Learnt from a 2FA roll out within a higher education organisation
Rolling out a new security mechanism in an organisation requires plannin...
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09/07/2019
Deep Reinforcement Learning for Control of Probabilistic Boolean Networks
Probabilistic Boolean Networks (PBNs) were introduced as a computational...
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08/02/2016
A Web-based Tool for Identifying Strategic Intervention Points in Complex Systems
Steering a complex system towards a desired outcome is a challenging tas...
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12/24/2015