Outputs (80)

Towards Accurate Predictions of Customer Purchasing Patterns (2017)
Presentation / Conference Contribution
Valero-Fernandez, R., Collins, D. J., Lam, K., Rigby, C., & Bailey, J. (2017, August). Towards Accurate Predictions of Customer Purchasing Patterns. Presented at IEEE Computer and Information Technology 2017, Helsinki

range of algorithms was used to classify online retail customers of a UK company using historical transaction data. The predictive capabilities of the classifiers were assessed using linear regression, Lasso and regression trees. Unlike most related... Read More about Towards Accurate Predictions of Customer Purchasing Patterns.

Asymptotic analysis of solutions to transmission problems in solids with many inclusions (2017)
Journal Article
Nieves. (2017). Asymptotic analysis of solutions to transmission problems in solids with many inclusions. SIAM Journal on Applied Mathematics, 1417 - 1443. https://doi.org/10.1137/16M1102586

We construct an asymptotic approximation to the solution of a transmission problem for a body containing a region occupied by many small inclusions. The cluster of inclusions is characterized by two small parameters that determine the nominal diamete... Read More about Asymptotic analysis of solutions to transmission problems in solids with many inclusions.

Locally Excited State - Charge Transfer State Coupled Dyes as Optically Responsive Neuron Firing Probes (2017)
Journal Article
(2017). Locally Excited State - Charge Transfer State Coupled Dyes as Optically Responsive Neuron Firing Probes. Chemistry - A European Journal, 14639-14649. https://doi.org/10.1002/chem.201703366

A selection of NIR-optically responsive neuron probes was produced comprising of a donor julolidyl group connected to a BODIPY core and several different styryl and vinylpyridinyl derived acceptor moieties. The strength of the donor–acceptor interact... Read More about Locally Excited State - Charge Transfer State Coupled Dyes as Optically Responsive Neuron Firing Probes.

A Systematic Mapping Study of Empirical Studies on Software Cloud Testing Methods (2017)
Presentation / Conference Contribution
Al-Said Ahmad, A., Brereton, O., & Andras, P. (2017, July). A Systematic Mapping Study of Empirical Studies on Software Cloud Testing Methods

Context: Software has become more complicated, dynamic, and asynchronous than ever, making testing more challenging. With the increasing interest in the development of cloud computing, and increasing demand for cloud-based services, it has become ess... Read More about A Systematic Mapping Study of Empirical Studies on Software Cloud Testing Methods.

Intrinsic flame instabilities in combustors: Analytic description of a 1-D resonator model (2017)
Journal Article
Kanta Mukherjee, N., & Shrira, V. (2017). Intrinsic flame instabilities in combustors: Analytic description of a 1-D resonator model. Combustion and Flame, 185, 188 -209. https://doi.org/10.1016/j.combustflame.2017.07.012

The study is concerned with theoretical examination of thermo-acoustic instabilities in combustors and focuses on recently discovered ‘flame intrinsic modes’. These modes differ qualitatively from the acoustic modes in a combustor. Although these fla... Read More about Intrinsic flame instabilities in combustors: Analytic description of a 1-D resonator model.

Standard Enabled Model Generator for Genetic Circuit Design (2017)
Presentation / Conference
Myers, C., Wipat, A., Misirli, G., Nguyen, T., & McLaughlin, J. (2017, August). Standard Enabled Model Generator for Genetic Circuit Design. Presented at 9th International Workshop on Bio-Design Automation, Pittsburgh

A robust approach for analysing dispersion of elastic waves in an orthotropic cylindrical shell (2017)
Journal Article
Kaplunov. (2017). A robust approach for analysing dispersion of elastic waves in an orthotropic cylindrical shell. Journal of Sound and Vibration, 23 - 35. https://doi.org/10.1016/j.jsv.2017.04.028

Dispersion of elastic waves in a thin orthotropic cylindrical shell is considered, within the framework of classical 2D Kirchhoff-Love theory. In contrast to direct multi-parametric analysis of the lowest propagating modes, an alternative robust appr... Read More about A robust approach for analysing dispersion of elastic waves in an orthotropic cylindrical shell.

Learning cognitive manifolds of faces (2017)
Presentation / Conference Contribution
Li, L., Mandal, B., Tan, C., & Lim, J.-H. (2017, August). Learning cognitive manifolds of faces. Presented at 2017 IEEE 2nd International Conference on Signal and Image Processing (ICSIP), Singapore

Inspired by the studies in psychology and neuroscience, we propose a computational model of cognitive face representation that mimics the mechanism of human face perception. We propose to learn two separate manifolds for facial identity and facial ex... Read More about Learning cognitive manifolds of faces.

A systematic analysis of random forest based social media spam classification (2017)
Book Chapter
(2017). A systematic analysis of random forest based social media spam classification. In Network and System Security. NSS 2017 (427-438)

Recently random forest classification became a popular choice machine learning applications aimed to detect spam content in online social networks. In this paper, we report a systematic analysis of random forest classification for this purpose. We as... Read More about A systematic analysis of random forest based social media spam classification.

Asymptotic analysis of heat transfer in composite materials with nonlinear thermal properties (2017)
Journal Article
(2017). Asymptotic analysis of heat transfer in composite materials with nonlinear thermal properties. International Journal of Heat and Mass Transfer, 736 - 754. https://doi.org/10.1016/j.ijheatmasstransfer.2017.03.124

Abstract We study heat transfer through a composite with periodic microstructure. The thermal conductivity of the constituents is assumed to be temperature-dependent, and it is modeled as a polynomial in terms of the temperature. The thermal resistan... Read More about Asymptotic analysis of heat transfer in composite materials with nonlinear thermal properties.