[PDF][PDF] Explainable case-based reasoning: a survey
Various literature surveys state and confirm a rapid increase in research on explainable
artificial intelligence (XAI) in recent years. One possible motivation for this change are legal …
artificial intelligence (XAI) in recent years. One possible motivation for this change are legal …
Evaluating a case-based reasoning architecture for the intelligent monitoring of business workflows
S Kapetanakis, M Petridis - Successful Case-based Reasoning …, 2014 - Springer
CBR-WIMS is a framework that implements the Case-based Reasoning (CBR) process to
enable the intelligent monitoring of business workflows. The framework uses the SOA …
enable the intelligent monitoring of business workflows. The framework uses the SOA …
Dynamic process workflow routing using Deep Learning
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 …
Interactive explainable case-based reasoning for behavior modelling in videogames
Creation of believable characters is one of the most challenging problems in the video game
industry. Although there are different authoring tools available for designers and …
industry. Although there are different authoring tools available for designers and …
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.
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 …
Intelligent monitoring of business processes using case-based reasoning
S Kapetanakis - 2012 - gala.gre.ac.uk
The work in this thesis presents an approach towards the effective monitoring of business
processes using Case-Based Reasoning (CBR). The rationale behind this research was that …
processes using Case-Based Reasoning (CBR). The rationale behind this research was that …
[PDF][PDF] Business process workflow monitoring using distributed CBR with GPU computing
I Agorgianitis, S Kapetanakis, M Petridis… - The Thirtieth International …, 2017 - cdn.aaai.org
Workflow monitoring and diagnosis can be a complex process involving sophisticated
computational intensive operations. The ever-growing data generation and its utilisation …
computational intensive operations. The ever-growing data generation and its utilisation …
[PDF][PDF] A Stochastic Framework to Fuzzy Environments Through Case-based Reasoning and the Inverse Problem Methodology: An Investigation of Financial Bubbles
F Ekpenyong - 2021 - cris.brighton.ac.uk
This thesis presents an approach to support the identification and potential investigation of
abnormal asset performance in traded securities, often popularised as 'financial bubbles'. It …
abnormal asset performance in traded securities, often popularised as 'financial bubbles'. It …
[PDF][PDF] CBR-WIMS, an intelligent monitoring platform for business processes
Modern business processes have a key role in operating, controlling, and managing large
organizations. The management and monitoring of business processes can be problematic …
organizations. The management and monitoring of business processes can be problematic …