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Feature selection Inspired classifier ensemble reduction. (2014)
Journal Article
Diao, R., Chao, F., Peng, T., Snooke, N., & Shen, Q. (2014). Feature selection Inspired classifier ensemble reduction. IEEE Transactions on Cybernetics, 44, 1259-1268. https://doi.org/10.1109/TCYB.2013.2281820

Classifier ensembles constitute one of the main research directions in machine learning and data mining. The use of multiple classifiers generally allows better predictive performance than that achievable with a single model. Several approaches exist... Read More about Feature selection Inspired classifier ensemble reduction..

Error analysis of estimators that use combinations of stochastic sampling strategies for direct illumination (2014)
Journal Article
Subr, K., Nowrouzezahrai, D., Jarosz, W., Kautz, J., & Mitchell, K. (2014). Error analysis of estimators that use combinations of stochastic sampling strategies for direct illumination. Computer Graphics Forum, 33(4), 93-102. https://doi.org/10.1111/cgf.12416

We present a theoretical analysis of error of combinations of Monte Carlo estimators used in image synthesis. Importance sampling and multiple importance sampling are popular variance-reduction strategies. Unfortunately, neither strategy improves the... Read More about Error analysis of estimators that use combinations of stochastic sampling strategies for direct illumination.

A real-world employee scheduling and routing application. (2014)
Presentation / Conference Contribution
Hart, E., Sim, K., & Urquhart, N. B. (2014, July). A real-world employee scheduling and routing application. Presented at GECCO 2014

We describe a hyper-heuristic application developed for a client to find quick, acceptable solutions to Workforce Schedul- ing and Routing problems. An interactive fitness function controlled by the user enables five different objectives to be weight... Read More about A real-world employee scheduling and routing application..

An improved immune inspired hyper-heuristic for combinatorial optimisation problems. (2014)
Presentation / Conference Contribution
Sim, K., & Hart, E. (2014, July). An improved immune inspired hyper-heuristic for combinatorial optimisation problems

The meta-dynamics of an immune-inspired optimisation sys- tem NELLI are considered. NELLI has previously shown to exhibit good performance when applied to a large set of optimisation problems by sustaining a network of novel heuristics. We address th... Read More about An improved immune inspired hyper-heuristic for combinatorial optimisation problems..

What’s in it for me? Making the case for paid student placements in computer science. (2014)
Presentation / Conference Contribution
Smith, S., & Smith, C. F. (2014, July). What’s in it for me? Making the case for paid student placements in computer science. Paper presented at STEM 2014

Recognising the need for skilled computer science graduates, the university funding body in Scotland, the Scottish Funding Council (SFC) is supporting a Scotland-wide student placement project, e-Placement Scotland, to create 750 new paid student pla... Read More about What’s in it for me? Making the case for paid student placements in computer science..

EmoSenticSpace: A novel framework for affective common-sense reasoning (2014)
Journal Article
Poria, S., Gelbukh, A., Cambria, E., Hussain, A., & Huang, G. (2014). EmoSenticSpace: A novel framework for affective common-sense reasoning. Knowledge-Based Systems, 69, 108-123. https://doi.org/10.1016/j.knosys.2014.06.011

Emotions play a key role in natural language understanding and sensemaking. Pure machine learning usually fails to recognize and interpret emotions in text accurately. The need for knowledge bases that give access to semantics and sentics (the concep... Read More about EmoSenticSpace: A novel framework for affective common-sense reasoning.

A Comparison of Geo-tagging in Mobile Internet Browsing Applications on iOS and Android. (2014)
Presentation / Conference Contribution
Comer, S., & Leimich, P. (2014, July). A Comparison of Geo-tagging in Mobile Internet Browsing Applications on iOS and Android. Paper presented at CFET 2014: 7th International Conference on Cybercrime Forensics Education & Training

Nowadays there is almost no crime committed without a trace of digital evidence, and since the advanced functionality of mobile devices today can be exploited to assist in crime, the need for mobile forensics is imperative. Many of the mobile appl... Read More about A Comparison of Geo-tagging in Mobile Internet Browsing Applications on iOS and Android..

An assessment of data leakage in Firefox under different conditions. (2014)
Presentation / Conference Contribution
Findlay, C., & Leimich, P. (2014, July). An assessment of data leakage in Firefox under different conditions. Paper presented at CFET 2014: 7th International Conference on Cybercrime Forensics Education & Training

Data leakage is a serious issue and can result in the loss of sensitive data, compromising user accounts and details, potentially affecting millions of internet users. This paper contributes to research in online security and reducing personal foo... Read More about An assessment of data leakage in Firefox under different conditions..

Evaluating Digital Forensic Tools (DFTs). (2014)
Presentation / Conference Contribution
Flandrin, F., Buchanan, W. J., Macfarlane, R., Ramsay, B., & Smales, A. (2014). Evaluating Digital Forensic Tools (DFTs). In 7th International Conference : Cybercrime Forensics Education & Training

This paper outlines the key methods used in the evaluation of digital forensics tools.

Numerical assessment of potential impacts of hydraulically fractured Bowland Shale on overlying aquifers (2014)
Journal Article
Cai, Z., & Ofterdinger, U. (2014). Numerical assessment of potential impacts of hydraulically fractured Bowland Shale on overlying aquifers. Water Resources Research, 50, 6236-6259. https://doi.org/10.1002/2013WR014943

Natural gas extracted from hydraulically fractured shale formations potentially has a big impact on the global energy landscape. However, there are concerns of potential environmental impacts of hydraulic fracturing of the shale formations, particula... Read More about Numerical assessment of potential impacts of hydraulically fractured Bowland Shale on overlying aquifers.

A new semantic role-based access control model for cloud computing (2014)
Presentation / Conference Contribution
Barati, M., Khksar Fasaei, M. S., Lotfi, S., & Rahmati, A. (2014). A new semantic role-based access control model for cloud computing. In Ninth International Conference on Internet and Web Applications and Services (ICIW 2014) (130-133)

Highly Efficient Low-Cost Solar Photovoltaic System (2014)
Presentation / Conference Contribution
Muhammad Sukki, F. (2014, July). Highly Efficient Low-Cost Solar Photovoltaic System. Presented at Research Seminar, The Royal Society of Edinburgh, Edinburgh, United Kingdom

A numerical dynamic behaviour model for 3D contact problems with friction (2014)
Journal Article
Pop, N., Vladareanu, L., Popescu, I. N., Ghiţă, C., Gal, A., Cang, S., Yu, H., Bratu, V., & Deng, M. (2014). A numerical dynamic behaviour model for 3D contact problems with friction. Computational Materials Science, 94, 285-291. https://doi.org/10.1016/j.commatsci.2014.05.072

This paper proposes a novel algorithm for the condition detection in which the slip state transitions in a stick–slip motion, or the solution breaks down and also to study the state transition of nodes belonging to the contact area: stick, slip or op... Read More about A numerical dynamic behaviour model for 3D contact problems with friction.

Opencache: Leveraging sdn to demonstrate a customisable and configurable cache (2014)
Presentation / Conference Contribution
Broadbent, M., Georgopoulos, P., Kotronis, V., Plattner, B., & Race, N. (2014, April). Opencache: Leveraging sdn to demonstrate a customisable and configurable cache. Presented at 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, ON, Canada

Efficient content delivery is a constantly evolving challenge on the modern Internet. Reducing the impact of duplicate deliveries of identical content is a key factor in reducing congestion and transit costs for smaller networks. This work leverages... Read More about Opencache: Leveraging sdn to demonstrate a customisable and configurable cache.

Jupiter Artland iOS App (2014)
Digital Artefact
Mival, O., Ammeloot, A., McGregor, I., & Benyon, D. (2014). Jupiter Artland iOS App. [iOS app]

This free app can be used onsite or offsite to enhance the visitor experience and has film, audio, text and photographs providing an in-depth look at this private family collection. Onsite an interactive map allows you to locate yourself in relation... Read More about Jupiter Artland iOS App.

Editorial: TLAD 2014 (2014)
Presentation / Conference Contribution
Leimich, P., & Monger, A. (2014, July). Editorial: TLAD 2014. Presented at 12th International Workshop on Teaching, Learning and Assessment of Databases

No abstract avialable.

An aspect oriented model for software energy efficiency in decentralised servers. (2014)
Presentation / Conference Contribution
Chinenyeze, S., Liu, X., & Al-Dubai, A. (2014). An aspect oriented model for software energy efficiency in decentralised servers. In ict4s-14. https://doi.org/10.2991/ict4s-14.2014.14

Green software is currently gaining interests with the increasing impact of IT in energy consumption. Green-ness in software however, can be achieved at various stages of the Software Development Life Cycle (SDLC). Consequently, several software engi... Read More about An aspect oriented model for software energy efficiency in decentralised servers..