abnormal financial transactions, fraud detection, case-based reasoning, business workflows, temporal reasoning, graph similarity

Kapetanakis, Stelios, Samakovitis, Georgios ORCID: 0000-0002-0076-8082 , Gunasekera, P.V.G Buddhika Dinesh and Petridis, Miltos (2012) Monitoring financial transaction fraud with the use of case-based reasoning. In: 17th UK Case-Based Reasoning Workshop, 11 December 2012, Cambridge, UK. (Unpublished)

business processes, workflows, case-based reasoning, computer reasoning,

Kapetanakis, Stylianos (2012) Intelligent monitoring of business processes using case-based reasoning. PhD thesis, University of Greenwich.

case based reasoning, business workflows, temporal reasoning, graph similarity

Kapetanakis, Stelios, Petridis, Miltos, Knight, Brian, Ma, Jixin and Bacon, Liz (2010) A case based reasoning approach for the monitoring of business workflows. In: Case-Based Reasoning. Research and Development: 18th International Conference on Case-Based Reasoning, ICCBR 2010, Alessandria, Italy, July 19-22, 2010. Proceedings. Lecture Notes in Computer Science, 6176 . Springer, Berlin, Germany, pp. 390-405. ISBN 9783642142734 (doi:https://doi.org/10.1007/978-3-642-14274-1_29)

case-base reasoning, business workflows, temporal reasoning, graph similarity, explanation

Kapetanakis, Stelios, Petridis, Miltos, Ma, Jixin, Knight, Brian and Bacon, Liz (2011) Enhancing similarity measures and context provision for the intelligent monitoring of business processes in CBR-WIMS. In: 19th International Conference on Case Based Reasoning: Workshop 1 - Process-oriented Case-Based Reasoning (PO-CBR), 12-15 September 2011, Greenwich, London. (Unpublished)

social engineering; deep learning; case-based reasoning; natural language processing; attack detection; cybersecurity.

Lansley, Merton, Polatidis, Nikolaos, Kapetanakis, Stylianos, Amin, Kareem, Samakovitis, Georgios ORCID: 0000-0002-0076-8082 and Petridis, Miltos (2019) Seen the villains: detecting social engineering attacks using case-based reasoning and deep learning. In: Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning: Case-based reasoning and deep learning workshop. Case-Based Reasoning and Deep Learning Workshop (CBDRL-2019). September 8-12 2019, Otzenhausen Germany. ICCBR Workshops 2019, 2567 . CEUR, Otzenhausen Germany, pp. 39-48. ISSN 1613-0073 (Print), 1613-0073 (Online)