A Multimodal Transformer Model for Recognition of Images from Complex Laparoscopic Surgical Videos

Autor: Rahib H. Abiyev, Mohamad Ziad Altabel, Manal Darwish, Abdulkader Helwan

Publikováno v: Diagnostics, Vol 14, Iss 7, p 681 (2024)

The determination of the potential role and advantages of artificial intelligence-based models in the field of surgery remains uncertain. This research marks an initial stride towards creating a multimodal model, inspired by the Video-Audio-Text Tran

Externí odkaz: https://doaj.org/article/c1398ce349284a44824f3aa71585cbbb

Deep Learning Based on Residual Networks for Automatic Sorting of Bananas

Autor: Abdulkader Helwan, Mohammad Khaleel Sallam Ma’aitah, Rahib H. Abiyev, Selin Uzelaltinbulat, Bengi Sonyel

Publikováno v: Journal of Food Quality, Vol 2021 (2021)

This study presents the design of an intelligent system based on deep learning for grading fruits. For this purpose, the recent residual learning-based network “ResNet-50” is designed to sort out fruits, particularly bananas into healthy or defec

Externí odkaz: https://doaj.org/article/cd9cbade73e6406b98fa0c6a9f752923

Z Number Based Fuzzy Inference System for Dynamic Plant Control

Autor: Rahib H. Abiyev

Publikováno v: Advances in Fuzzy Systems, Vol 2016 (2016)

Frequently the reliabilities of the linguistic values of the variables in the rule base are becoming important in the modeling of fuzzy systems. Taking into consideration the reliability degree of the fuzzy values of variables of the rules the design

Externí odkaz: https://doaj.org/article/806bef414eae480fa2cb57683407caec

Type-2 fuzzy wavelet neural network for estimation energy performance of residential buildings

Autor: Rahib H. Abiyev, Sanan Abizada

Publikováno v: Soft Computing. 25:11175-11190

The estimation of the energy performance of residential buildings has gained importance because of the significant consumption of electricity in housing estate areas. For this aim, different approaches were utilized for robust and accurate prediction

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5bd9f2931f3ef319bd93ba19656271fb
https://doi.org/10.1007/s00500-021-05873-4

Fuzzy Control of Mechanical Ventilation System

Autor: Gorkem Say, Nurullah Akkaya, Ersin Aytac, Sanan Abizada, Tolga Yirtici, Kemal Ruso, Irfan Gunsel, Murat Tuzunkan, Rahib H. Abiyev

Publikováno v: 11th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence-ICSCCW-2021 ISBN: 9783030921262

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e54edf223f947671c7c5194e39695ff1
https://doi.org/10.1007/978-3-030-92127-9_48