Frans Coenen

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Trevor J M Bench-CaponUniversity of Liverpool, Department of Computer ScienceVerified email at csc.liv.ac.uk
Yalin ZhengUniversity of LiverpoolVerified email at liv.ac.uk
Bailing ZhangSchool of Computer and Data Engineering, Ningbo Tech UniversityVerified email at nit.zju.edu.cn
Mohd Hanafi Ahmad HijaziAssociate Professor of Computer Science, Universiti Malaysia Sabah, Sabah, MalaysiaVerified email at ums.edu.my
Danushka BollegalaProfessor, The University of Liverpool, DMML, Amazon.comVerified email at amazon.com
Katie AtkinsonProfessor of Computer Science, University of LiverpoolVerified email at liverpool.ac.uk
Maya WardehUniversity of LiverpoolVerified email at liverpool.ac.uk
Dr Maybin K. MuyebaData ScientistVerified email at stfc.ac.uk
Harry PrattUniversity of LiverpoolVerified email at liv.ac.uk
Robert ChristleyInstitute of Infection and Global Health, University of LiverpoolVerified email at liverpool.ac.uk
Yong YueXi'an Jiaotong-liverpool UniversityVerified email at xjtlu.edu.cn
García-FiñanaDepartment of Biostatistics, University of LiverpoolVerified email at liv.ac.uk
Wenjin LuComputer Science and Software Engineering, Xi'an Jiaotong-Liverpool UniversityVerified email at xjtlu.edu.cn
Robert SandersonSemantic Architect, J. Paul Getty TrustVerified email at getty.edu
Ashraf ElsayedAssistant Professor of Computer Science, Faculty of Science, Alexandria UniversityVerified email at alexu.edu.eg
Lu ZhangPeking UniversityVerified email at sei.pku.edu.cn
Puteri N E NohuddinUniversiti Kebangsaan MalaysiaVerified email at ukm.edu.my
Christian SetzkornUniversity of Liverpool, Liverpool, United KingdomVerified email at liv.ac.uk
Qin XinFull Professor of Computer Science and Faculty Research Leader, University of the Faroe IslandsVerified email at setur.fo
Alexei LisitsaUniversity of LiverpoolVerified email at liverpool.ac.uk

Frans Coenen

Professor in Computer Science, University of Liverpool, Data Mining and Machine Learning Group

Verified email at liverpool.ac.uk - Homepage

Machine Learning Big Data Data Science Applied Data Mining DMML


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Research and development in intelligent systems XVI MAMA Bramer, A Macintosh, F Coenen Springer, 1999	1365*	1999
Convolutional neural networks for diabetic retinopathy H Pratt, F Coenen, DM Broadbent, SP Harding, Y Zheng Procedia computer science 90, 200-205, 2016	395	2016
A survey of frequent subgraph mining algorithms C Jiang, F Coenen, M Zito Knowledge Engineering Review 28 (1), 75-105, 2013	339	2013
Data structure for association rule mining: T-trees and P-trees F Coenen, P Leng, S Ahmed IEEE Transactions on Knowledge and Data Engineering 16 (6), 774-778, 2004	176	2004
Tree structures for mining association rules F Coenen, G Goulbourne, P Leng Data Mining and Knowledge Discovery 8 (1), 25-51, 2004	171	2004
Isomorphism and legal knowledge based systems TJM Bench-Capon, FP Coenen Artificial Intelligence and Law 1 (1), 65-86, 1992	167	1992
Text classification using graph mining-based feature extraction C Jiang, F Coenen, R Sanderson, M Zito Research and Development in Intelligent Systems XXVI, 21-34, 2010	150	2010
A new method for mining Frequent Weighted Itemsets based on WIT-trees B Vo, F Coenen, B Le Expert Systems with Applications 40 (4), 1256-1264, 2013	129	2013
One-class kernel subspace ensemble for medical image classification Y Zhang, B Zhang, F Coenen, J Xiao, W Lu EURASIP Journal on Advances in Signal Processing 2014 (1), 1-13, 2014	100	2014
Algorithms for computing association rules using a partial-support tree G Goulbourne, F Coenen, P Leng Research and Development in Intelligent Systems XVI, 132-147, 2000	97	2000
Maintenance of knowledge-based systems: theory, techniques and tools F Coenen, TJM Bench-Capon Academic Press, 1993	97	1993
Data mining: past, present and future F Coenen Knowledge Engineering Review 26 (1), 25-29, 2011	93	2011
Driving posture recognition by convolutional neural networks C Yan, F Coenen, B Zhang IET Computer Vision 10 (2), 103-114, 2016	90	2016
Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles Y Zhang, B Zhang, F Coenen, W Lu Machine vision and applications 24 (7), 1405-1420, 2013	87	2013
Automated “disease/no disease” grading of age-related macular degeneration by an image mining approach Y Zheng, MHA Hijazi, F Coenen Investigative ophthalmology & visual science 53 (13), 8310-8318, 2012	86	2012
The effect of threshold values on association rule based classification accuracy F Coenen, P Leng Data & Knowledge Engineering 60 (2), 345-360, 2007	86	2007
Mining frequent itemsets using the N-list and subsume concepts B Vo, T Le, F Coenen, TP Hong International Journal of Machine Learning and Cybernetics 7 (2), 253-265, 2016	81	2016
Validation and verification of knowledge based systems: Theory, tools and practice A Vermesan, F Coenen Springer Science & Business Media, 2013	80	2013
Threshold tuning for improved classification association rule mining F Coenen, P Leng, L Zhang Pacific-Asia Conference on Knowledge Discovery and Data Mining, 216-225, 2005	80	2005
Robust Chinese traffic sign detection and recognition with deep convolutional neural network R Qian, B Zhang, Y Yue, Z Wang, F Coenen 2015 11th International Conference on Natural Computation (ICNC), 791-796, 2015	77	2015

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