Stelios Kapetanakis

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Miltos PetridisProfessor of Computer Science, Middlesex University LondonAdresse e-mail validée de mdx.ac.uk
Nikolaos PolatidisPrincipal Lecturer, University of BrightonAdresse e-mail validée de Brighton.ac.uk
Gharbi AlshammariUniversity of Ha'ilAdresse e-mail validée de uoh.edu.sa
Jixin MaProfessor of Computer ScienceAdresse e-mail validée de gre.ac.uk
Georgios SamakovitisProfessor of FinTech, University of GreenwichAdresse e-mail validée de gre.ac.uk
Klaus-Dieter AlthoffGerman Research Center on Artificial Intelligence and University of HildesheimAdresse e-mail validée de iis.uni-hildesheim.de
Andreas DengelProfessor of Computer Science, University of Kaiserslautern & Executive Director, DFKIAdresse e-mail validée de dfki.de
Mohammed Ghazi Al-ObeidallahAssistant Professor of Software Engineering at Al Ain University of Science and Technology, UAEAdresse e-mail validée de aau.ac.ae
Tariq S AlmurayziqAssociate ProfessorAdresse e-mail validée de uni.brighton.ac.uk
José Luis Jorro AragonesesProfesor Ayudante Doctor, Universidad Autónoma de MadridAdresse e-mail validée de uam.es
Roger EvansSenior Research Fellow (part time), Language and Linguistic Science, University of YorkAdresse e-mail validée de nltg.org.uk
Andrew FishHonorary Reader, Computing, University of LiverpoolAdresse e-mail validée de liverpool.ac.uk
Avgoustinos FilippoupolitisSenior Lecturer in Disruptive Technologies, University of GreenwichAdresse e-mail validée de gre.ac.uk
George LoukasHead, Centre for Sustainable Cyber Security (CS2), University of GreenwichAdresse e-mail validée de gre.ac.uk
Juan Antonio Recio GarcíaAssociate Professor of Computer Science, University Complutense of MadridAdresse e-mail validée de fdi.ucm.es
M BELEN DIAZ AGUDOCatedrática de Universidad (Universidad Complutense de Madrid)Adresse e-mail validée de ucm.es
Manos PanaousisProfessor of Cyber Security, Centre for Sustainable Cyber Security (CS2), University of GreenwichAdresse e-mail validée de greenwich.ac.uk
Ioannis D. MoscholiosProfessor, Dept. of Informatics & Telecommunications, Univ. of Peloponnese, GreeceAdresse e-mail validée de uop.gr
Panagiotis SarigiannidisAssociate Professor, University of Western MacedoniaAdresse e-mail validée de uowm.gr
Santiago OntañónResearch Scientist, Google ResearchAdresse e-mail validée de google.com

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Stelios Kapetanakis

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Machine Learning Deep Learning Case-based Reasoning Artificial Intelligence


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	38	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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