Search Results for author: Mehrdad Jalali

Found 4 papers, 0 papers with code

MSLE: An ontology for Materials Science Laboratory Equipment. Large-Scale Devices for Materials Characterization

no code implementations7 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.

Adaptive Neuro Fuzzy Networks based on Quantum Subtractive Clustering

no code implementations26 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.

Clustering

A decentralized trust-aware collaborative filtering recommender system based on weighted items for social tagging systems

no code implementations12 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.

Collaborative Filtering Recommendation Systems +1

Applying an Ensemble Learning Method for Improving Multi-label Classification Performance

no code implementations7 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.

Classification Ensemble Learning +2

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