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Accepting PhD Students

PhD projects

Open to PhD applications in the fields of: - Machine Learning in Bioinformatics and Precision Medicine - Artificial Intelligence solutions for Online Fake News Detection - Machine Learning for Record Linkage and Heterogeneous Data Analytics

20082019
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Research Output 2008 2019

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Article
2019

An unsupervised blocking technique for more efficient record linkage

O'Hare, K., Jurek-Loughrey, A. & de Campos, C., 08 Jul 2019, In : Data & Knowledge Engineering . 122, p. 181-195 15 p.

Research output: Contribution to journalArticle

Tuning
Data mining
53 Downloads (Pure)
Open Access
File
cancer
neoplasms
tumor
Neoplasms
trajectory
social media
communications
justice
Criminality
offense
2018
2 Citations (Scopus)
58 Downloads (Pure)

A New Technique of Selecting an Optimal Blocking Method for Better Record Linkage

O'Hare, K., Jurek, A. & de Campos, C., Sep 2018, In : Information Systems. 77, p. 151-166 16 p.

Research output: Contribution to journalArticle

Open Access
File
2017
9 Citations (Scopus)
116 Downloads (Pure)

A Novel Ensemble Learning Approach to Unsupervised Record Linkage

Jurek, A., Hong, J., Chi, Y. & Liu, W., 28 Jun 2017, In : Information Systems.

Research output: Contribution to journalArticle

Open Access
File
Learning systems
Labeling
Supervised learning
Learning algorithms
Seed
3 Citations (Scopus)
104 Downloads (Pure)

Privacy Preserving Record Linkage in the Presence of Missing Values

Chi, Y., hong, J., Jurek, A. & Liu, W., 05 Jul 2017, In : Information Systems.

Research output: Contribution to journalArticle

Open Access
File
1249 Downloads (Pure)

Tweet for Behavior Change: Using Social Media for the Dissemination of Public Health Messages

Gough, A., Hunter, R., Ajao, O., Jurek, A., McKeown, G., Hong, J., Barrett, E., Ferguson, M., McElwee, G., McCarthy, M. & Kee, F., 23 Mar 2017, In : JMIR Public Health and Surveillance. 3, 1, e14.

Research output: Contribution to journalArticle

Open Access
File
Social Media
Skin Neoplasms
Public Health
Northern Ireland
Shock
2015
448 Downloads (Pure)

Improved lexicon-based sentiment analysis for social media analytics

Jurek, A., Mulvenna, M. D. & Bi, Y., 09 Dec 2015, In : Security Informatics. 4, 9, 13 p.

Research output: Contribution to journalArticle

Open Access
File
Law enforcement
Labels
Demonstrations
2014
22 Citations (Scopus)
262 Downloads (Pure)

Clustering-Based Ensemble Learning for Activity Recognition in Smart Homes

Jurek, A., Nugent, C., Bi, Y. & Wu, S., 10 Jul 2014, In : IEEE Sensors Journal. 14, 7, p. 12285-12304 20 p.

Research output: Contribution to journalArticle

Open Access
File
learning
Sensors
Classifiers
Monitoring
binary data
9 Citations (Scopus)

Clustering-Based Ensemble Method as an Alternative to Stacking

Jurek, A., Bi, Y., Wu, S. & Nugent, C. D., Sep 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 9, p. 2120-2137 18 p.

Research output: Contribution to journalArticle

Classifiers
Adaptive boosting
Supervised learning
Cluster analysis
Labels
2013
24 Citations (Scopus)

A survey of commonly used ensemble-based classification techniques

Jurek, A., Bi, Y., Wu, S. & Nugent, C., 2013, In : Knowledge Engineering Review. 29, 5, p. 551–581

Research output: Contribution to journalArticle