no code implementations • 7 Aug 2023 • Mehrdad Jalali, Matthias Mail, Rossella Aversa, Christian Kübel
A critical development to unify the description is to build an equipment domain ontology as basic semantic knowledge and to guide the user to work with the equipment appropriately.
no code implementations • 26 Jan 2021 • Ali Mousavi, Mehrdad Jalali, Mahdi Yaghoubi
The principle advantage and shortcoming of QC is analyzed and based on its shortcomings, an improved algorithm through a subtractive clustering method is proposed.
no code implementations • 12 Jun 2019 • Hossein Monshizadeh Naeen, Mehrdad Jalali
In this work, we consider a trust metric (which is concluded from users tagging behavior) beside the similarities to give suggestions and examine its effect on results.
no code implementations • 7 Jan 2018 • Amirreza Mahdavi-Shahri, Mahboobeh Houshmand, Mahdi Yaghoobi, Mehrdad Jalali
The simplest form of ensemble learning is to train the base-level algorithms on random subsets of data and then let them vote for the most popular classifications or average the predictions of the base-level algorithms.