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
Danushka BollegalaProfessor, The University of Liverpool, DMML, Amazon.comVerified email at amazon.com
Mohd Hanafi Ahmad HijaziAssociate Professor of Computer Science, Universiti Malaysia Sabah, Sabah, MalaysiaVerified email at ums.edu.my
Katie AtkinsonProfessor of Computer Science, University of LiverpoolVerified email at liverpool.ac.uk
Harry PrattUniversity of LiverpoolVerified email at liv.ac.uk
Maya WardehUniversity of LiverpoolVerified email at liverpool.ac.uk
Dr Maybin K. MuyebaData ScientistVerified email at stfc.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
Wenjin LuComputer Science and Software Engineering, Xi'an Jiaotong-Liverpool UniversityVerified email at xjtlu.edu.cn
Lu ZhangPeking UniversityVerified email at sei.pku.edu.cn
Robert SandersonDirector for Cultural Heritage Metadata, Yale UniversityVerified email at yale.edu
Ashraf ElsayedAssistant Professor of Computer Science, Faculty of Science, Alexandria UniversityVerified email at alexu.edu.eg
Puteri N E NohuddinUniversiti Kebangsaan MalaysiaVerified email at ukm.edu.my
Shakil AhmedUniversity of LiverpoolVerified email at liverpool.ac.uk
Christian SetzkornUniversity of Liverpool, Liverpool, United KingdomVerified email at liv.ac.uk
Alexei LisitsaUniversity of LiverpoolVerified email at liverpool.ac.uk
Qin XinFull Professor of Computer Science and Faculty Research Leader, University of the Faroe IslandsVerified email at setur.fo

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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Convolutional neural networks for diabetic retinopathy H Pratt, F Coenen, DM Broadbent, SP Harding, Y Zheng Procedia computer science 90, 200-205, 2016	611	2016
A survey of frequent subgraph mining algorithms C Jiang, F Coenen, M Zito The Knowledge Engineering Review 28 (1), 75-105, 2013	387	2013
Isomorphism and legal knowledge based systems TJM Bench-Capon, FP Coenen Artificial Intelligence and Law 1 (1), 65-86, 1992	184	1992
Tree structures for mining association rules F Coenen, G Goulbourne, P Leng Data Mining and Knowledge Discovery 8 (1), 25-51, 2004	176	2004
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	173	2004
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	161	2010
Driving posture recognition by convolutional neural networks C Yan, F Coenen, B Zhang IET Computer Vision 10 (2), 103-114, 2016	138	2016
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	135	2013
Data mining: past, present and future F Coenen The Knowledge Engineering Review 26 (1), 25-29, 2011	115	2011
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	113	2014
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	112	2015
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	100	2013
Maintenance of knowledge-based systems: theory, techniques and tools F Coenen, TJM Bench-Capon Academic Press, 1993	98	1993
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	97	2012
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
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	90	2016
The effect of threshold values on association rule based classification accuracy F Coenen, P Leng Data & Knowledge Engineering 60 (2), 345-360, 2007	89	2007
Validation and verification of knowledge based systems: Theory, tools and practice A Vermesan, F Coenen Springer Science & Business Media, 2013	85	2013
Knowledge-based collision avoidance FP Coenen, GP Smeaton, AG Bole The Journal of Navigation 42 (1), 107-116, 1989	84	1989
Fcnn: Fourier convolutional neural networks H Pratt, B Williams, F Coenen, Y Zheng Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017	80	2017

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