All Outputs (32)

A novel symbolization technique for time-series outlier detection (2015)
Conference Proceeding
Smith, G., & Goulding, J. (2015). A novel symbolization technique for time-series outlier detection. In 2015 IEEE International Conference on Big Data (Big Data). https://doi.org/10.1109/BigData.2015.7364037

The detection of outliers in time series data is a core component of many data-mining applications and broadly applied in industrial applications. In large data sets algorithms that are efficient in both time and space are required. One area where sp... Read More about A novel symbolization technique for time-series outlier detection.

AMP: a new time-frequency feature extraction method for intermittent time-series data (2015)
Conference Proceeding
Barrack, D. S., Goulding, J., Hopcraft, K., Preston, S., & Smith, G. (2015). AMP: a new time-frequency feature extraction method for intermittent time-series data.

The characterisation of time-series data via their most salient features is extremely important in a range of machine learning task, not least of all with regards to classification and clustering. While there exist many feature extraction techniques... Read More about AMP: a new time-frequency feature extraction method for intermittent time-series data.

Ethics considerations for Corpus Linguistic studies using internet resources (2015)
Conference Proceeding
Koene, A., Adolphs, S., Perez, E., Carter, C. J., Statache, R., O'Malley, C., …McAuley, D. (2015). Ethics considerations for Corpus Linguistic studies using internet resources. In Corpus Linguistics 2015: abstract book (204-206)

With the rising popularity of public and semi-public communication channels such as Blogs (late 1990s), Wikipedia (launched in 2001), Facebook (launched in 2004), Reddit (from 2005) and Twitter (from 2006), the Internet has become an increasingly fer... Read More about Ethics considerations for Corpus Linguistic studies using internet resources.

Engagement in Motion: Exploring Short Term Dynamics in Page-Level Social Media Metrics (2014)
Conference Proceeding
Lucas, B., Arefin, A. S., Vries, N. J. D., Berretta, R., Carlson, J., & Moscato, P. (2015). Engagement in Motion: Exploring Short Term Dynamics in Page-Level Social Media Metrics. In 2014 IEEE Fourth International Conference on Big Data and Cloud Computingdoi:10.1109/bdcloud.2014.56

Using page-level metrics of a randomly selected group of 15,625 among the top 100,000 Facebook check-in locations which rank high in terms of customer engagement, we explore if the short-term dynamical information on these metrics could deliver, via... Read More about Engagement in Motion: Exploring Short Term Dynamics in Page-Level Social Media Metrics.

The potential of electromyography to aid personal navigation (2014)
Conference Proceeding
Pinchin, J., Smith, G., Hill, C., Moore, T., & Loram, I. (2014). The potential of electromyography to aid personal navigation.

This paper reports on research to explore the potential for using electromyography (EMG) measurements in pedestrian navigation. The aim is to investigate whether the relationship between human motion and the activity of skeletal muscles in the leg mi... Read More about The potential of electromyography to aid personal navigation.

A refined limit on the predictability of human mobility (2014)
Conference Proceeding
Smith, G., Wieser, R., Goulding, J., & Barrack, D. (2014). A refined limit on the predictability of human mobility. In 2014 IEEE International Conference on Pervasive Computing and Communications (PerCom). https://doi.org/10.1109/PerCom.2014.6813948

It has been recently claimed that human movement is highly predictable. While an upper bound of 93% predictability was shown, this was based upon human movement trajectories of very high spatiotemporal granularity. Recent studies reduced this spatiot... Read More about A refined limit on the predictability of human mobility.

Group Decision Support and Social Software Techniques for PLM Decision Making (2013)
Conference Proceeding
Pasley, R., & MaCarthy, B. (2013). Group Decision Support and Social Software Techniques for PLM Decision Making

Product Lifecycle Management (PLM) is a common concern in industry. The whole cycle view allows faster product development with more control of risks and processes. Through PLM quality and effectiveness of product development and planning can be impr... Read More about Group Decision Support and Social Software Techniques for PLM Decision Making.

Towards optimal symbolization for time series comparisons (2013)
Conference Proceeding
Smith, G., Goulding, J., & Barrack, D. (2013). Towards optimal symbolization for time series comparisons. In 2013 IEEE 13th International Conference on Data Mining Workshops. https://doi.org/10.1109/ICDMW.2013.59

The abundance and value of mining large time series data sets has long been acknowledged. Ubiquitous in fields ranging from astronomy, biology and web science the size and number of these datasets continues to increase, a situation exacerbated by the... Read More about Towards optimal symbolization for time series comparisons.

Configuring an open pipeline fulfilment system - a simulation study in an automotive context (2008)
Conference Proceeding
Brabazon, P. G., Woodcock, A., & MacCarthy, B. L. (2008). Configuring an open pipeline fulfilment system - a simulation study in an automotive context.

Automotive producers are adopting multi-modal fulfillment models in which customers can be fulfilled by products from stock, by allocating as yet unmade products that are in the planning pipeline, or by building a product to order. This study explore... Read More about Configuring an open pipeline fulfilment system - a simulation study in an automotive context.

Parametric factory simulation for the responsive enterprise (2007)
Conference Proceeding
Farr, R., Tannock, J., & Holm, S. (2007). Parametric factory simulation for the responsive enterprise.

Simulation offers a powerful way to investigate the boundaries of what can be achieved by a manufacturing system, demonstrating the impact of schedules and policy decisions such as the placement of buffers and the size of safety stocks. Unfortunately... Read More about Parametric factory simulation for the responsive enterprise.

Streamlining the formation of virtual enterprises in the aerospace industry (2006)
Conference Proceeding
Farr, R., Buxton, D., Bovik, C., & MacCarthy, B. L. (2006). Streamlining the formation of virtual enterprises in the aerospace industry.

The virtual enterprise is an ideal solution to the pace of change in modern markets, where increasingly well-informed customers demand high performance, customised products, with continuing downward pressure on prices and lead times. In meeting custo... Read More about Streamlining the formation of virtual enterprises in the aerospace industry.

Intelligent pipeline control - a simulation study in the automotive sector
Conference Proceeding
Brabazon, P. G., Woodcock, A., & MacCarthy, B. L. Intelligent pipeline control - a simulation study in the automotive sector.

Automotive producers are aiming to make their order fulfilment processes more flexible. Opening the pipeline of planned products for dynamic allocation to dealers/ customers is a significant step to be more flexible but the behaviour of such Virtual... Read More about Intelligent pipeline control - a simulation study in the automotive sector.