Get started
Author

Mehrdad Rostami

Observed names: MEHRDAD ROSTAMI, Rostami, Mehrdad
Institution: University of Oulu
ORCID: 0000-0001-5710-217X
Observed ORCID: 0000-0001-5710-217X
OpenAlex ID: A5013127809
Review of swarm intelligence-based feature selection methods
2021 · Mehrdad Rostami, Kamal Berahmand, et al. · Engineering Applications of Artificial Intelligence · 451
PDF
A novel community detection based genetic algorithm for feature selection
2021 · Mehrdad Rostami, Kamal Berahmand, et al. · Journal Of Big Data · 197
PDF
Integration of graph clustering with ant colony optimization for feature selection
2015 · Parham Moradi, Mehrdad Rostami · Knowledge-Based Systems · 188
Integration of multi-objective PSO based feature selection and node centrality for medical datasets
2020 · Mehrdad Rostami, Saman Forouzandeh, et al. · Genomics · 183
PDF
A novel link prediction algorithm for protein-protein interaction networks by attributed graph embedding
2021 · Elahe Nasiri, Kamal Berahmand, et al. · Computers in Biology and Medicine · 167
A Novel Time-Aware Food Recommender-System Based on Deep Learning and Graph Clustering
2022 · Mehrdad Rostami, Mourad Oussalah, et al. · IEEE Access · 151
A modified DeepWalk method for link prediction in attributed social network
2021 · Kamal Berahmand, Elahe Nasiri, et al. · Computing · 120
Gene selection for microarray data classification via multi-objective graph theoretic-based method
2021 · Mehrdad Rostami, Saman Forouzandeh, et al. · Artificial Intelligence in Medicine · 118
PDF
Community Detection Algorithms in Healthcare Applications: A Systematic Review
2023 · Mehrdad Rostami, Mourad Oussalah, et al. · IEEE Access · 107
PDF
A graph theoretic approach for unsupervised feature selection
2015 · Parham Moradi, Mehrdad Rostami · Engineering Applications of Artificial Intelligence · 106
Presentation of a recommender system with ensemble learning and graph embedding: a case on MovieLens
2020 · Saman Forouzandeh, Kamal Berahmand, et al. · Multimedia Tools and Applications · 101
PDF
A Hybrid Method for Recommendation Systems based on Tourism with an Evolutionary Algorithm and Topsis Model
2022 · Saman Forouzandeh, Mehrdad Rostami, et al. · Fuzzy Information and Engineering · 100
Graph-based relevancy-redundancy gene selection method for cancer diagnosis
2022 · Saeid Azadifar, Mehrdad Rostami, et al. · Computers in Biology and Medicine · 98
PDF
Dual Regularized Unsupervised Feature Selection Based on Matrix Factorization and Minimum Redundancy with application in gene selection
2022 · Farid Saberi-Movahed, Mehrdad Rostami, et al. · Knowledge-Based Systems · 95
PDF
A novel healthy and time-aware food recommender system using attributed community detection
2023 · Mehrdad Rostami, Vahid Farrahi, et al. · Expert Systems with Applications · 87
Decoding Clinical Biomarker Space of COVID-19: Exploring Matrix Factorization-based Feature Selection Methods
2021 · Farshad Saberi-Movahed, Farshad Saberi-Movahed, et al. · Computers in Biology and Medicine · 79
PDF
A new attributed graph clustering by using label propagation in complex networks
2020 · Kamal Berahmand, Sogol Haghani, et al. · Journal of King Saud University - Computer and Information Sciences · 74
PDF
A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty
2020 · Mehrdad Rostami, Kamal Berahmand, et al. · Journal Of Big Data · 62
PDF
A novel explainable COVID-19 diagnosis method by integration of feature selection with random forest
2022 · Mehrdad Rostami, Mourad Oussalah · Informatics in Medicine Unlocked · 58
PDF
A Hotel Recommender System for Tourists Using the Artificial Bee Colony Algorithm and Fuzzy TOPSIS Model: A Case Study of TripAdvisor
2020 · Saman Forouzandeh, Kamal Berahmand, et al. · International Journal of Information Technology & Decision Making · 55
Health-aware food recommendation system with dual attention in heterogeneous graphs
2023 · Saman Forouzandeh, Mehrdad Rostami, et al. · Computers in Biology and Medicine · 54
Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends
2021 · Saman Forouzandeh, Mehrdad Rostami, et al. · Engineering Applications of Artificial Intelligence · 53
PDF
Digital phenotypes and digital biomarkers for health and diseases: a systematic review of machine learning approaches utilizing passive non-invasive signals collected via wearable devices and smartphones
2024 · Alireza Sameh, Mehrdad Rostami, et al. · Artificial Intelligence Review · 49
PDF
Adaptive Motion Cueing Algorithm Based on Fuzzy Logic Using Online Dexterity and Direction Monitoring
2021 · Mohammad Reza Chalak Qazani, Houshyar Asadi, et al. · IEEE Systems Journal · 47
An effective explainable food recommendation using deep image clustering and community detection
2022 · Mehrdad Rostami, Usman Muhammad, et al. · Intelligent Systems with Applications · 46
PDF
Works count: 56
Citation count: 3,209
H-index: 29
I10-index: 39
Year
Topic
Type