Zobrazeno 1 - 10
of 104
pro vyhledávání: '"Houshang Darabi"'
Autor:
Martha Razo, Houshang Darabi
Publikováno v:
IEEE Access, Vol 11, Pp 11947-11955 (2023)
Prediction of the next event is important for organizations to improve and optimize their system process to achieve organizational goals. Existing predictive models are limited since they use discovery algorithms that might not be able to conserve th
Externí odkaz:
https://doaj.org/article/e351f937da1e4130a8e8a4ca87989c23
Autor:
Samuel Harford, Marina Del Rios, Sara Heinert, Joseph Weber, Eddie Markul, Katie Tataris, Teri Campbell, Terry Vanden Hoek, Houshang Darabi
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 22, Iss 1, Pp 1-9 (2022)
Abstract Background A growing body of research has shown that machine learning (ML) can be a useful tool to predict how different variable combinations affect out-of-hospital cardiac arrest (OHCA) survival outcomes. However, there remain significant
Externí odkaz:
https://doaj.org/article/e99e4965837846edba8d89c6fda4249c
Publikováno v:
IEEE Access, Vol 10, Pp 69072-69090 (2022)
Process mining is the discipline of analyzing and improving processes which are known as an event log. The real-life event log contains noise, infrequent behaviors, and numerous concurrency, in effect the generated process model through process disco
Externí odkaz:
https://doaj.org/article/106b0e8ef3ed41a29f54a6947e30c5ab
Autor:
Rezvan Nazempour, Houshang Darabi
Publikováno v:
Education Sciences, Vol 13, Iss 5, p 457 (2023)
In recent years, many research studies have focused on personalized e-learning. One of the most crucial parts of any learning environment is having a learning style that focuses on individual learning. In this paper, we propose an approach to persona
Externí odkaz:
https://doaj.org/article/7fefe583ec20453a8a034936a998a285
Autor:
Julian Theis, Houshang Darabi
Publikováno v:
IEEE Access, Vol 8, Pp 194410-194427 (2020)
In process mining, process models are extracted from event logs using process discovery algorithms and are commonly assessed using multiple quality metrics. While the metrics that measure the relationship of an extracted process model to its event lo
Externí odkaz:
https://doaj.org/article/a18756cd398c40b68738afbec721e7c4
Publikováno v:
IEEE Access, Vol 7, Pp 67718-67725 (2019)
Long short-term memory fully convolutional neural networks (LSTM-FCNs) and Attention LSTM-FCN (ALSTM-FCN) have shown to achieve the state-of-the-art performance on the task of classifying time series signals on the old University of California-Rivers
Externí odkaz:
https://doaj.org/article/d52848f610fa42ab947177a640a22c4a
Autor:
Julian Theis, Houshang Darabi
Publikováno v:
IEEE Access, Vol 7, Pp 119787-119803 (2019)
In complex processes, various events can happen in different sequences. The prediction of the next event given an a-priori process state is of importance in such processes. Recent methods have proposed deep learning techniques such as recurrent neura
Externí odkaz:
https://doaj.org/article/8b14ce2b42be44bbb02ec7161c2b5b26
Publikováno v:
Education Sciences, Vol 12, Iss 3, p 202 (2022)
The COVID-19 pandemic has enforced higher education institutions to adopt emergency remote teaching (ERT) as the substitution for traditional face-to-face (F2F) classes. A lot of concerns have been raised among education institutions, faculty, and st
Externí odkaz:
https://doaj.org/article/b01924999b834a5fb8ac6ffaf223b660
Publikováno v:
IEEE Access, Vol 6, Pp 1662-1669 (2018)
Fully convolutional neural networks (FCNs) have been shown to achieve the state-of-the-art performance on the task of classifying time series sequences. We propose the augmentation of fully convolutional networks with long short term memory recurrent
Externí odkaz:
https://doaj.org/article/2230ea9ba64c4ec399e278089465018d
Autor:
Francesca Schuler, Houshang Darabi
Publikováno v:
International Journal of Industrial Engineering Computations, Vol 7, Iss 4, Pp 555-572 (2016)
A sequential production line is defined as a set of sequential operations within a factory or distribution center whereby entities undergo one or more processes to produce a final product. Sequential production lines may gain efficiencies such as inc
Externí odkaz:
https://doaj.org/article/f28e26c1f43146a4af0998d902c85758