A systematic literature review on the architecture of business process management systems
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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
advertising today. It is based primarily on analysing web user behavioural data with the …