Browsing Insight Centre for Data Analytics (Scholarly Articles) by Title
Now showing items 1-20 of 27
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Approximate Semantic Matching of Events for the Internet of Things
(ACM, 2014-07-01)Event processing follows a decoupled model of interaction in space, time, and synchronization. However,another dimension of semantic coupling also exists and poses a challenge to the scalability of event processing systems ... -
Architecture of Linked Data Applications
(CRC Press (Taylor & Francis), 2014)In this chapter, we first perform an empirical survey of RDF-based applications over most of the past decade, from 2003 to 2009. As the Linked Data principles where introduced in 2006, this allows us to describe the current ... -
Big linked cancer data: Integrating linked TCGA and PubMed
(Elsevier, 2014-07-07)The amount of bio-medical data available on the Web grows exponentially with time. The resulting large volume of data makes manual exploration very tedious. Moreover, the velocity at which this data changes and the variety ... -
Big linked cancer data: Integrating linked TCGA and PubMed
(Elsevier ScienceDirect, 2014-07-16)The amount of bio-medical data available on the Web grows exponentially with time. The resulting large volume of data makes manual exploration very tedious. Moreover, the velocity at which this data changes and the variety ... -
A case study of collecting dynamic social data: The pro-ana twitter community
(Australian National University, College of Engineering and Computer Science, Department of Computer Science, 2015)The study of social processes in on-line social media content is a relatively new and rapidly growing endeavour. Many social media platforms provide a public API (Application Programming Interface) which can be used for ... -
A collaborative methodology for developing a semantic model for interlinking Cancer Chemoprevention linked-data sources
(IOS press, 2013)This paper proposes a collaborative methodology for developing semantic data models. The proposed methodology for the semantic model development follows a meet-in-the-middle approach. On the ... -
Discovering Domain-Specific Public SPARQL Endpoints: A Life-Sciences Use-Case
(2014)[no abstract available] -
Evaluation of Technology Term Recognition with Random Indexing
(2014)In this paper, we propose a method that combines the principles of automatic term recognition and the distributional hypothesis to identify technology terms from a corpus of scientific publications. We employ the ... -
Extracting Information for Context-aware Meeting Preparation
(2014)People working in an office environment suffer from large volumes of information that they need to manage and access. Frequently, the problem is due to machines not being able to recognise the many implicit relationships ... -
Facilitating prediction of adverse drug reactions by using knowledge graphs and multi-label learning models
(Oxford University Press (OUP), 2017-08-18)Timely identification of adverse drug reactions (ADRs) is highly important in the domains of public health and pharmacology. Early discovery of potential ADRs can limit their effect on patient lives and also make drug ... -
The finite implication problem for expressive XML keys: Foundations, applications, and performance evaluation
(Springer, 2013)The increasing popularity of XML for persistent data storage, processing and exchange has triggered the demand for efficient algorithms to manage XML data. Both industry and academia have long since recognized the importance ... -
A Formal Investigation of Semantic Interoperability of HCLS Systems
(IGI Global, 2013-06)Semantic interoperability facilitates Health Care and Life Sciences (HCLS) systems in connecting stakeholders at various levels as well as ensuring seamless use of healthcare resources. Their scope ranges from local to ... -
A Framework for Personalised Learning-Plan Recommendations in Game-Based Learning
(Springer, 2014)Personalised recommender systems receive growing attention from researchers of technology enhanced learning. The learning domain has a great need for personalisation as there is a general consensus that instructional ... -
GenomeSnip: Fragmenting the Genomic Wheel to augment discovery in cancer research
(ISCB, 2014-02-28)Cancer genomics researchers have greatly benefited from high-throughput technologies for the characterization of genomic alterations in patients. These voluminous genomics datasets when supplemented with the appropriate ... -
Improved edge detection algorithm for brain tumor segmentation
(Elsevier, 2015-08-21)Image segmentation is used to separate objects from the background, and thus it has proved to be a powerful tool in bio-medical imaging. In this paper, an Improved Edge Detection algorithm for brain-tumor segmentation is ... -
Interlinking Developer Identities Within and Across Open Source Projects: The Linked Data Approach
(2013)[no abstract available] -
Learning from Mistakes Results in Increase of Corporate Value
(Kassel University Press GmbH, 2013)In the paper we approach the issue of learningfrom our mistakes from different schools of thought andwith the use of different epistemological metaphors such asthe intellectual capital. We pose emphasis to the relevance ... -
Lessons learnt from the Named Entity rEcognition and Linking (NEEL) challenge series
(2017-03-13)The large number of tweets generated daily is providing policy makers with means to obtain insights into recent events around the globe in near real-time. The main barrier for extracting such insights is the impossibility ... -
RDFS & OWL Reasoning for Linked Data
(na, 2013)Linked Data promises that a large portion of Web Data will be usable as one big interlinked RDF database against which structured queries can be answered. In this lecture we will show how reasoning - using RDF Schema (RDFS) ...