no code implementations • 20 Nov 2023 • Narges Sadat Fazeli Dehkordi, Hadi Zare, Parham Moradi, Mahdi Jalili
The customization of recommended content to users holds significant importance in enhancing user experiences across a wide spectrum of applications such as e-commerce, music, and shopping.
1 code implementation • 30 Nov 2022 • Sina Tabakhi, Parham Moradi
The Universal Feature Selection Tool (UniFeat) is an open-source tool developed entirely in Java for performing feature selection processes in various research areas.
2 code implementations • 8 Oct 2019 • Seyed Amjad Seyedi, S. Siamak Ghodsi, Fardin Akhlaghian, Mahdi Jalili, Parham Moradi
The major challenge of learning from multi-label data has arisen from the overwhelming size of label space which makes this problem NP-hard.
1 code implementation • 1 Jan 2019 • Seyed Amjad Seyedi, Abdulrahman Lotfi, Parham Moradi, Nooruldeen Nasih Qader
The cut-off distance affects the local density values and is calculated in different ways depending on the size of the datasets, which can influence the quality of clustering.
1 code implementation • 2 Jan 2017 • Abdulrahman Lotfi, Seyed Amjad Seyedi, Parham Moradi
In the second step, a novel label propagation method is proposed to form clusters.
no code implementations • 4 Sep 2015 • Parham Moradi, Mehrdad Rostami
In the second step, the features are divided into several clusters using a community detection algorithm and finally in the third step, a novel search strategy based on the ant colony optimization is developed to select the final subset of features.