Stelios Kapetanakis

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Miltos PetridisProfessor of Computer Science, Middlesex University LondonVerified email at mdx.ac.uk
Nikolaos PolatidisPrincipal Lecturer, University of BrightonVerified email at Brighton.ac.uk
Gharbi AlshammariUniversity of Ha'ilVerified email at uoh.edu.sa
Jixin MaProfessor of Computer ScienceVerified email at gre.ac.uk
Georgios SamakovitisProfessor of FinTech, University of GreenwichVerified email at gre.ac.uk
Klaus-Dieter AlthoffGerman Research Center on Artificial Intelligence and University of HildesheimVerified email at iis.uni-hildesheim.de
Andreas DengelProfessor of Computer Science, University of Kaiserslautern & Executive Director, DFKIVerified email at dfki.de
Mohammed Ghazi Al-ObeidallahAssistant Professor of Software Engineering at Al Ain University of Science and Technology, UAEVerified email at aau.ac.ae
Tariq S AlmurayziqAssociate ProfessorVerified email at uni.brighton.ac.uk
José Luis Jorro AragonesesProfesor Ayudante Doctor, Universidad Autónoma de MadridVerified email at uam.es
Roger EvansSenior Research Fellow (part time), Language and Linguistic Science, University of YorkVerified email at nltg.org.uk
Andrew FishHonorary Reader, Computing, University of LiverpoolVerified email at liverpool.ac.uk
Avgoustinos FilippoupolitisSenior Lecturer in Disruptive Technologies, University of GreenwichVerified email at gre.ac.uk
George LoukasHead, Centre for Sustainable Cyber Security (CS2), University of GreenwichVerified email at gre.ac.uk
Juan Antonio Recio GarcíaAssociate Professor of Computer Science, University Complutense of MadridVerified email at fdi.ucm.es
M BELEN DIAZ AGUDOCatedrática de Universidad (Universidad Complutense de Madrid)Verified email at ucm.es
Manos PanaousisProfessor of Cyber Security, Centre for Sustainable Cyber Security (CS2), University of GreenwichVerified email at greenwich.ac.uk
Ioannis D. MoscholiosProfessor, Dept. of Informatics & Telecommunications, Univ. of Peloponnese, GreeceVerified email at uop.gr
Panagiotis SarigiannidisAssociate Professor, University of Western MacedoniaVerified email at uowm.gr
Santiago OntañónResearch Scientist, Google ResearchVerified email at google.com

Stelios Kapetanakis

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Machine Learning Deep Learning Case-based Reasoning Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Artificial Neural Network and Multiple Linear Regression for Flood Prediction in Mohawk River, New York K Tsakiri, A Marsellos, S Kapetanakis Water 10 (9), 1158, 2018	110	2018
A case based reasoning approach for the monitoring of business workflows S Kapetanakis, M Petridis, B Knight, J Ma, L Bacon Case-Based Reasoning. Research and Development: 18th International …, 2010	58	2010
A survey on design pattern detection approaches MG Al-Obeidallah, M Petridis, S Kapetanakis International Journal of Software Engineering (IJSE) 7 (3), 41-59, 2016	39	2016
SEADer++: social engineering attack detection in online environments using machine learning M Lansley, F Mouton, S Kapetanakis, N Polatidis Journal of Information and Telecommunication 4 (3), 346-362, 2020	35	2020
Answering with cases: a CBR approach to deep learning K Amin, S Kapetanakis, KD Althoff, A Dengel, M Petridis Case-Based Reasoning Research and Development: 26th International Conference …, 2018	30	2018
Evaluating a Case-Based Reasoning Architecture for the Intelligent Monitoring of Business Workflows S Kapetanakis, M Petridis Successful Case-based Reasoning Applications-2, 43-54, 2014	28	2014
Providing Explanations for the Intelligent Monitoring of Business Workflows Using Case-Based Reasoning. S Kapetanakis, M Petridis, J Ma, L Bacon, T Roth-Berghofer, N Tintarev, ... ExaCt, 25-36, 2010	25	2010
Providing Explanations for the Intelligent Monitoring of Business Workflows Using Case-Based Reasoning S Kapetanakis, M Petridis, B Knight, J Ma, L Bacon ExACT-10, workshop proceedings, 2010	25	2010
Advanced similarity measures using word embeddings and siamese networks in CBR K Amin, G Lancaster, S Kapetanakis, KD Althoff, A Dengel, M Petridis Intelligent Systems and Applications: Proceedings of the 2019 Intelligent …, 2020	23	2020
A hybrid CBR approach for the long tail problem in recommender systems G Alshammari, JL Jorro-Aragoneses, S Kapetanakis, M Petridis, ... Case-Based Reasoning Research and Development: 25th International Conference …, 2017	23	2017
Seen the villains: detecting social engineering attacks using case-based reasoning and deep learning M Lansley, N Polatidis, S Kapetanakis, K Amin, G Samakovitis, M Petridis CEUR 2567, 39-48, 2019	20	2019
Profiling cyber attackers using Case-based Reasoning S Kapetanakis, A Filippoupolitis, G Loukas, TS Al Murayziq CEUR, 2014	20	2014
SEADer++ v2: detecting social engineering attacks using natural language processing and machine learning M Lansley, S Kapetanakis, N Polatidis 2020 International Conference on Innovations in Intelligent Systems and …, 2020	17	2020
Seader: A social engineering attack detection method based on natural language processing and artificial neural networks M Lansley, N Polatidis, S Kapetanakis Computational Collective Intelligence: 11th International Conference, ICCCI …, 2019	17	2019
Towards real-time profiling of human attackers and bot detection A Filippoupolitis, G Loukas, S Kapetanakis Canterbury Christ Church University, UK, 2014	17	2014
Towards real-time profiling of human attackers and bot detection A Filippoupolitis, G Loukas, S Kapetanakis Canterbury Christ Church University, UK, 2014	17	2014
Predicting fraud in mobile money transfer using case-based reasoning A Adedoyin, S Kapetanakis, G Samakovitis, M Petridis Artificial Intelligence XXXIV: 37th SGAI International Conference on …, 2017	16	2017
A triangle multi-level item-based collaborative filtering method that improves recommendations G Alshammari, S Kapetanakis, N Polatidis, M Petridis Engineering Applications of Neural Networks: 19th International Conference …, 2018	14	2018
Workflow monitoring and diagnosis using case based reasoning on incomplete temporal log data S Kapetanakis, M Petridis, J Ma, L Bacon Proc. Uncertainty, knowledge discovery and similarity in Case Based …, 2009	14	2009
A switching multi-level method for the long tail recommendation problem G Alshammari, JL Jorro-Aragoneses, N Polatidis, S Kapetanakis, ... Journal of Intelligent & Fuzzy Systems 37 (6), 7189-7198, 2019	12	2019

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