A systematic literature review on the architecture of business process management systems

S Pourmirza, S Peters, R Dijkman, P Grefen - Information Systems, 2017 - Elsevier
Due to the high complexity of modern-day business, organizations are forced to quickly
adapt to a wide range of cutting-edge developments. These developments influence the …

Advanced similarity measures using word embeddings and siamese networks in CBR

K Amin, G Lancaster, S Kapetanakis, KD Althoff… - Intelligent Systems and …, 2020 - Springer
Automatic fuzzy text processing, context extraction and disambiguation are three
challenging research areas with high relevance to complex business domains. Business …

Integrating a semantic-based retrieval agent into case-based reasoning systems: A case study of an online bookstore

JW Chang, MC Lee, TI Wang - Computers in Industry, 2016 - Elsevier
Natural language search engines should be developed to provide a friendly environment for
business-to-consumer e-commerce that reduce the fatigue customers experience and help …

Profiling cyber attackers using case-based reasoning

S Kapetanakis, A Filippoupolitis, G Loukas… - 2014 - gala.gre.ac.uk
Computer security would arguably benefit from more information on the characteristics of the
particular human attacker behind a security incident. Nevertheless, technical security …

Implicit rank-sparsity decomposition: Applications to saliency/co-saliency detection

YL Chen, CT Hsu - 2014 22nd International Conference on …, 2014 - ieeexplore.ieee.org
Modern techniques rely on convex relaxation to derive tractable approximations for rank-
sparsity decomposition. However, the resultant precision loss usually deteriorates the …

Towards real-time profiling of human attackers and bot detection

A Filippoupolitis, G Loukas, S Kapetanakis - 2014 - gala.gre.ac.uk
Characterising the person behind a cyber attack can be highly useful. At a practical security
and forensic level, it can help profile adversaries during and after an attack, and at a …

Dynamic process workflow routing using Deep Learning

K Amin, S Kapetanakis, KD Althoff, A Dengel… - … Intelligence XXXV: 38th …, 2018 - Springer
Dynamic business processes are challenged by constant changes due to unstable
environments, unexpected incidents and difficult to predict behaviours. In industry areas like …

Deepkaf: A heterogeneous cbr & deep learning approach for nlp prototyping

K Amin, S Kapetanakis, N Polatidis… - … on INnovations in …, 2020 - ieeexplore.ieee.org
With widespread modernization, digitization and transformations of most of industries,
Artificial Intelligence (AI) has become the key enabler in that modernization journey. AI offers …

Business process workflow mining using machine learning techniques for the rail transport industry

E Bandis, M Petridis, S Kapetanakis - Artificial Intelligence XXXV: 38th …, 2018 - Springer
Rail transportation is an important part of the transport infrastructure that supports modern
advanced economies. Both public and private companies are highly concerned on how …

[PDF][PDF] Behavioural Analytics using Process Mining in On-line Advertising.

M Diapouli, S Kapetanakis, M Petridis, R Evans - ICCBR (Workshops), 2017 - ceur-ws.org
Online behavioural targeting is one of the most popular business strategies on the display
advertising today. It is based primarily on analysing web user behavioural data with the …