Sparse Malicious False Data Injection Attacks and Defense Mechanisms in Smart Grids (2015)
Journal Article
Fan. (2015). Sparse Malicious False Data Injection Attacks and Defense Mechanisms in Smart Grids. IEEE Transactions on Industrial Informatics, 1198 - 1209. https://doi.org/10.1109/TII.2015.2475695

This paper discusses malicious false data injection attacks on the wide area measurement and monitoring system in smart grids. Firstly, methods of constructing sparse stealth attacks are developed for two typical scenarios: random attacks in which ar... Read More about Sparse Malicious False Data Injection Attacks and Defense Mechanisms in Smart Grids.

Rule Induction-Based Knowledge Discovery for Energy Efficiency (2015)
Journal Article
Fan. (2015). Rule Induction-Based Knowledge Discovery for Energy Efficiency. IEEE Access, 1423 - 1436. https://doi.org/10.1109/ACCESS.2015.2472355

Rule induction is a practical approach to knowledge discovery. Provided that a problem is developed, rule induction is able to return the knowledge that addresses the goal of this problem as if-then rules. The primary goals of knowledge discovery are... Read More about Rule Induction-Based Knowledge Discovery for Energy Efficiency.

Enhancing Social Interaction with Seamless Face Recognition on Google Glass: Leveraging opportunistic multi-tasking on smart phones (2015)
Presentation / Conference
Chia, S., Mandal, B., Xu, Q., Li, L., & Lim, J. (2015, August). Enhancing Social Interaction with Seamless Face Recognition on Google Glass: Leveraging opportunistic multi-tasking on smart phones. Poster presented at 17th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, Copenhagen, Denmark

Wearable devices offer immense opportunities in both consumer and enterprise domains due to the hands-free interaction modality and the ability to provide information in real-time. However, due to hardware limitations, it presents a notable challenge... Read More about Enhancing Social Interaction with Seamless Face Recognition on Google Glass: Leveraging opportunistic multi-tasking on smart phones.

Environmental Factors and the Emergence of Cultural – Technical Innovations (2015)
Book Chapter
(2015). Environmental Factors and the Emergence of Cultural – Technical Innovations. In Proceeding of the European Conference on Artificial Life 2015 (130 - 137). https://doi.org/10.7551/978-0-262-33027-5-ch028

Incremental Neuroevolution of Reactive and Deliberative 3D Agents (2015)
Presentation / Conference Contribution
Channon, A. (2015, July). Incremental Neuroevolution of Reactive and Deliberative 3D Agents. Presented at Thirteenth European Conference on the Synthesis and Simulation of Living Systems (ECAL 2015), York

Optimal mutation rate control under selection in hamming spaces (2015)
Presentation / Conference Contribution
Knight, C., Channon, A., Belavkin, R., Krasovec, R., & Aston, E. (2015, July). Optimal mutation rate control under selection in hamming spaces. Presented at Thirteenth European Conference on the Synthesis and Simulation of Living Systems (ECAL 2015), York

Design and development of a real time RecSys based on location, mobile device and tourists activities (2015)
Presentation / Conference Contribution
AmirMohsen Jazdarreh, S., de Quincey, E., & Mackinnon, L. (2015, September). Design and development of a real time RecSys based on location, mobile device and tourists activities. Presented at RecSys-2015 - Workshop on Tourism Recommender Systems, Vienna, Austria

High-dimensional function approximation using local linear embedding (2015)
Presentation / Conference
(2015, July). High-dimensional function approximation using local linear embedding. Presented at 2015 International Joint Conference On Neural Networks (LJCNN), Killarney

An Echo State Network Approach to Structural Health Monitoring (2015)
Presentation / Conference Contribution
Wootton, A., Day, C., & Haycock, P. (2015, July). An Echo State Network Approach to Structural Health Monitoring. Presented at International Joint Conference On Neural Networks 2015, Killarney

Echo State Networks (ESNs) have been applied to time-series data arising from a structural health monitoring multi-sensor array placed onto a test footbridge which has been subjected to a number of potentially damaging interventions over a three year... Read More about An Echo State Network Approach to Structural Health Monitoring.

A new perspective on the flame describing function of a matrix flame (2015)
Journal Article
Heckl. (2015). A new perspective on the flame describing function of a matrix flame. International Journal of Spray and Combustion Dynamics, 91 - 112. https://doi.org/10.1260/1756-8277.7.2.91

This paper considers a fundamental thermoacoustic test rig developed by Noiray (“Linear and nonlinear analysis of combustion instabilities, application to multipoint injection systems and control strategies”, PhD thesis, École Centrale Paris, 2007) a... Read More about A new perspective on the flame describing function of a matrix flame.

Detecting communities of methods using dynamic analysis data (2015)
Presentation / Conference Contribution
Andras, P., & Duffee, B. (2015, May). Detecting communities of methods using dynamic analysis data. Presented at International Conference on Software Engineering, Florence

Exploring Users Attitudes towards Social Interaction Assistance on Google Glass (2015)
Presentation / Conference Contribution
Xu, Q., Mukawa, M., Li, L., Hwee Lim, J., Tan, C., Ching Chia, S., Gan, T., & Mandal, B. (2015, March). Exploring Users Attitudes towards Social Interaction Assistance on Google Glass. Presented at 6th Augmented Human International Conference, Singapore

Wearable vision brings about new opportunities for augmenting humans in social interactions. However, along with it comes privacy concerns and possible information overload. We explore users' needs and attitudes toward augmented interaction in face-t... Read More about Exploring Users Attitudes towards Social Interaction Assistance on Google Glass.

PD disease state assessment in naturalistic environments using deep learning (2015)
Presentation / Conference
(2015, January). PD disease state assessment in naturalistic environments using deep learning. Presented at The Twenty-Ninth AAAI Conference on Artificial Intelligence, Austin, USA

A Game Theoretic Optimization Framework for Home Demand Management Incorporating Local Energy Resources (2015)
Journal Article
Fan. (2015). A Game Theoretic Optimization Framework for Home Demand Management Incorporating Local Energy Resources. IEEE Transactions on Industrial Informatics, 353 - 362. https://doi.org/10.1109/TII.2015.2390035

Facilitated by advanced ICT infrastructure and optimization techniques, smart grid has the potential to bring significant benefits to the energy consumption management. This paper presents a game theoretic consumption scheduling framework based on th... Read More about A Game Theoretic Optimization Framework for Home Demand Management Incorporating Local Energy Resources.

Where antibiotic resistance mutations meet quorum-sensing (2014)
Journal Article
Channon. (2014). Where antibiotic resistance mutations meet quorum-sensing. Microbial Cell, 250 - 252. https://doi.org/10.15698/mic2014.07.158

We do not need to rehearse the grim story of the global rise of antibiotic resistant microbes. But what if it were possible to control the rate with which antibiotic resistance evolves by de novo mutation? It seems that some bacteria may already do e... Read More about Where antibiotic resistance mutations meet quorum-sensing.

M2M Communications for E-Health and Smart Grid: An Industry and Standard Perspective (2014)
Journal Article
Fan. (2014). M2M Communications for E-Health and Smart Grid: An Industry and Standard Perspective. IEEE Wireless Communications, 62-69. https://doi.org/10.1109/MWC.2014.6757898

An overview of several standardization activities for machine-to-machine (M2M) communications is presented, analyzing some of the enabling technologies and applications of M2M in industry sectors such as Smart Grid and e-Health. This summary and over... Read More about M2M Communications for E-Health and Smart Grid: An Industry and Standard Perspective.

QoS-Aware Fault Detection in Wireless Sensor Networks (2013)
Journal Article
De Paola, A., Lo Re, G., Milazzo, F., & Ortolani, M. (2013). QoS-Aware Fault Detection in Wireless Sensor Networks. International Journal of Distributed Sensor Networks, https://doi.org/10.1155/2013/165732

Wireless sensor networks (WSNs) are a fundamental building block of many pervasive applications. Nevertheless the use of such technology raises new challenges regarding the development of reliable and fault-tolerant systems. One of the most critical... Read More about QoS-Aware Fault Detection in Wireless Sensor Networks.

Defect detection in reinforced concrete using random neural architectures (2013)
Journal Article
Butcher, J., Day, C., Austin, J., Haycock, P., Verstraeten, D., & Schrauwen, B. (2014). Defect detection in reinforced concrete using random neural architectures. Computer-Aided Civil and Infrastructure Engineering, 29(3), 191-207. https://doi.org/10.1111/mice.12039

Detecting defects within reinforced concrete is vital to the safety and durability of our built infrastructure upon which we heavily rely. In this work a non-invasive technique, ElectroMagnetic Anomaly Detection (EMAD), is used which provides informa... Read More about Defect detection in reinforced concrete using random neural architectures.

A systematic review of systematic review process in software engineering (2013)
Journal Article
(2013). A systematic review of systematic review process in software engineering. Information and Software Technology, 2049 -2075. https://doi.org/10.1016/j.infsof.2013.07.010

Context
Many researchers adopting systematic reviews (SRs) have also published papers discussing problems with the SR methodology and suggestions for improving it. Since guidelines for SRs in software engineering (SE) were last updated in 2007, we b... Read More about A systematic review of systematic review process in software engineering.

Trends in the quality of human-centric software engineering experiments – a quasi-experiment (2012)
Journal Article
(2012). Trends in the quality of human-centric software engineering experiments – a quasi-experiment. IEEE Transactions on Software Engineering, 1002-1017. https://doi.org/10.1109/tse.2012.76

Context: Several text books and papers published between 2000 and 2002 have attempted to introduce experimental design and statistical methods to software engineers undertaking empirical studies. Objective: This paper investigates whether there has b... Read More about Trends in the quality of human-centric software engineering experiments – a quasi-experiment.