Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Zahra Ghorrati"'
Publikováno v:
IEEE Access, Vol 12, Pp 137851-137869 (2024)
Time Series Classification, is one of the very challenging areas in pattern recognition problems. As the volume of time series data increases, a multitude of TSC algorithms have been developed. Notably, only a limited number of these approaches have
Externí odkaz:
https://doaj.org/article/e7d1bddcf5a44576a4064e9c5ea94922
Publikováno v:
Systems, Vol 11, Iss 5, p 228 (2023)
Hyperparameter optimization is one of the most tedious yet crucial steps in training machine learning models. There are numerous methods for this vital model-building stage, ranging from domain-specific manual tuning guidelines suggested by the oracl
Externí odkaz:
https://doaj.org/article/afe7879fa80d4ffa8f505e27176678b0
Autor:
Christian Darlot, Armin Salimi-Badr, Mitra Asadi-Eydivand, Zahra Ghorrati, Mohammad Mehdi Ebadzadeh
Publikováno v:
IEEE Access, Vol 8, Pp 110859-110879 (2020)
In this paper a comprehensive system-level computational model of oculomotor pathways is presented. This model shows the necessity of embedding internal models of muscles biomechanics in the cerebellar Vermis to realize fast saccadic eye movements ba
Externí odkaz:
https://doaj.org/article/ca3a6c7badc241c3a094dff86ab3866c
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031181917
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::872ae0e4c3371c76a4ceb95e870b7b7a
https://doi.org/10.1007/978-3-031-18192-4_11
https://doi.org/10.1007/978-3-031-18192-4_11
Autor:
Zahra Ghorrati
Publikováno v:
IRC
Slow convergence and inverse hessian calculation respectively, are the major drawbacks of first-order and second-order learning algorithms. This paper presents a new efficient algorithm to train feed-forward Multi-Layered Perceptron (MLP) neural netw
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1986a847df6e87261b92a2184324d5d1
https://doi.org/10.1109/irc.2020.00095
https://doi.org/10.1109/irc.2020.00095
Publikováno v:
Applied Soft Computing. 117:108389
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b02840a6f93e69a9d621473b028d828a
https://doi.org/10.1016/j.asoc.2021.108389
https://doi.org/10.1016/j.asoc.2021.108389
Autor:
Zahra Ghorrati, Eric T. Matson
Publikováno v:
Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection ISBN: 9783030242084
PAAMS
PAAMS
Human Activity Recognition (HAR) using wearable sensors is becoming more practical in the field of security and health care monitoring. Deep and Machine learning techniques have been widely used in this area. Since smartphones and their applications
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::53574a853871d7fc7ba1fd2387800de1
https://doi.org/10.1007/978-3-030-24209-1_8
https://doi.org/10.1007/978-3-030-24209-1_8
Publikováno v:
IRC
Cooperation is often considered as one of the key and unclear concepts, which differentiates multi-agent systems from other related fields such as distributed computing. One of the popular benchmarks for the verification of the effectiveness of vario
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5d30a2ad07bac48fbe519a9a9ea3bc7a
https://doi.org/10.1109/irc.2018.00065
https://doi.org/10.1109/irc.2018.00065