Zobrazeno 1 - 10
of 296
pro vyhledávání: '"Poon, Simon"'
Publikováno v:
JMIR Medical Informatics, Vol 2, Iss 1, p e11 (2014)
BackgroundComprehensive literature searches are conducted over multiple medical databases in order to meet stringent quality standards for systematic reviews. These searches are often very laborious, with authors often manually screening thousands of
Externí odkaz:
https://doaj.org/article/24624645733947869a7cafd0ce8c2847
Process mining is a relatively new subject that builds a bridge between traditional process modeling and data mining. Process discovery is one of the most critical parts of process mining, which aims at discovering process models automatically from e
Externí odkaz:
http://arxiv.org/abs/2202.10326
Publikováno v:
Process Mining Workshops. ICPM 2020. Lecture Notes in Business Information Processing, vol 406. Springer, Cham
Process mining is a relatively new subject which builds a bridge between process modelling and data mining. An exclusive choice in a process model usually splits the process into different branches. However, in some processes, it is possible to switc
Externí odkaz:
http://arxiv.org/abs/2106.12765
Process mining aims to gain knowledge of business processes via the discovery of process models from event logs generated by information systems. The insights revealed from process mining heavily rely on the quality of the event logs. Activities extr
Externí odkaz:
http://arxiv.org/abs/2103.16061
Process mining acts as a valuable tool to analyse the behaviour of an organisation by offering techniques to discover, monitor and enhance real processes. The key to process mining is to discovery understandable process models. However, real-life log
Externí odkaz:
http://arxiv.org/abs/2103.10683
Publikováno v:
BPM 2021
Business processes are bound to evolve as a form of adaption to changes, and such changes are referred as process drifts. Current process drift detection methods perform well on clean event log data, but the performance can be tremendously affected b
Externí odkaz:
http://arxiv.org/abs/2103.10749
Publikováno v:
Enterprise, Business-Process and Information Systems Modeling. BPMDS 2021, EMMSAD 2021. Lecture Notes in Business Information Processing, vol 421. Springer, Cham
Business processes are continuously evolving in order to adapt to changes due to various factors. One type of process changes are branching frequency changes, which are related to changes in frequencies between different options when there is an excl
Externí odkaz:
http://arxiv.org/abs/2103.10742
Publikováno v:
In Artificial Intelligence In Medicine January 2024 147
Autor:
Hua, David, Nguyen, Khang, Petrina, Neysa, Young, Noel, Cho, Jin-Gun, Yap, Adeline, Poon, Simon K.
Publikováno v:
In International Journal of Medical Informatics September 2023 177
In medical real-world study (RWS), how to fully utilize the fragmentary and scarce information in model training to generate the solid diagnosis results is a challenging task. In this work, we introduce a novel multi-instance neural network, AMI-Net+
Externí odkaz:
http://arxiv.org/abs/1907.01734