Mehrdad Rostami

49 papers A 2B 2C 1Journal 39Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems. Knowl. Inf. Syst. Sajad Ahmadian, Mehrdad Rostami, Seyed Mohammad Jafar Jalali, Mourad Oussalah, Vahid Farrahi
2025	J	`jnl`	Classification of 24-hour movement behaviors from wrist-worn accelerometer data: from handcrafted features to deep learning techniques. CoRR Alireza Sameh, Mehrdad Rostami, Mourad Oussalah, Vahid Farrahi
2025	J	`jnl`	Correction: A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems. Knowl. Inf. Syst. Sajad Ahmadian, Mehrdad Rostami, Seyed Mohammad Jafar Jalali, Mourad Oussalah, Vahid Farrahi
2025	J	`jnl`	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. Artif. Intell. Rev. Alireza Sameh, Mehrdad Rostami, Mourad Oussalah, Raija Korpelainen, Vahid Farrahi
2025	—	`conf`	HealthHub: A Hybrid?Intelligence Meta?App for Personalized, Sustainable Food Choices with Adaptive Nudging. UbiComp Companion Amir Mollazadeh, Mourad Oussalah, Mehrdad Rostami
2025	J	`jnl`	Recipe popularity prediction in Finnish social media: integrating visual and non-visual features. Soc. Netw. Anal. Min. Mehrdad Rostami, Mahdi Akbari, Mobarakeh Akbari, Marzie Faramarzzadeh, Ilpo Virtanen, Mourad Oussalah
2025	J	`jnl`	Recommender Systems Based on Nonnegative Matrix Factorization: A Survey. IEEE Trans. Artif. Intell. Sajad Ahmadian, Kamal Berahmand, Mehrdad Rostami, Saman Forouzandeh, Parham Moradi, Mahdi Jalili
2025	A	`conf`	Recommender Systems for Sustainable Development through Responsible Nudging. CIKM Mehrdad Rostami, Alexander Felfernig, Wolfgang Wörndl, Mourad Oussalah, Avishek Anand, Mahdi Jalili, Ashmi Banerjee
2025	—	`conf`	SMARTFOOD: An LLM-Driven Ubiquitous Mobile App for Context-Aware Restaurant Recommendation. UbiComp Companion Roni Karppinen, Valtteri Jokisaari, Luan Trieu, Mourad Oussalah, Mehrdad Rostami
2024	J	`jnl`	A novel healthy food recommendation to user groups based on a deep social community detection approach. Neurocomputing Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh, Sajad Ahmadian, Vahid Farrahi, Mourad Oussalah
2024	J	`jnl`	A novel physical activity recognition approach using deep ensemble optimized transformers and reinforcement learning. Neural Networks Sajad Ahmadian, Mehrdad Rostami, Vahid Farrahi, Mourad Oussalah
2024	B	`conf`	DISH4U A Crowd Source App for Guiding Users Towards Healthy Food. IEEE Big Data Tuomas Määttä, Eetu Holmi, Mehrdad Rostami, Mourad Oussalah
2024	—	`conf`	Emotional Insights for Food Recommendations. ECIR (2) Mehrdad Rostami, Ali Vardasbi, Mohammad Aliannejadi, Mourad Oussalah
2024	J	`jnl`	Health-aware food recommendation system with dual attention in heterogeneous graphs. Comput. Biol. Medicine Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand, Razieh Sheikhpour
2024	J	`jnl`	UIFRS-HAN: User interests-aware food recommender system based on the heterogeneous attention network. Eng. Appl. Artif. Intell. Saman Forouzandeh, Kamal Berahmand, Mehrdad Rostami, Aliyeh Aminzadeh, Mourad Oussalah
2023	J	`jnl`	A novel healthy and time-aware food recommender system using attributed community detection. Expert Syst. Appl. Mehrdad Rostami, Vahid Farrahi, Sajad Ahmadian, Seyed Mohammad Jafar Jalali, Mourad Oussalah
2023	J	`jnl`	AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments. Int. J. Medical Informatics Vahid Farrahi, Usman Muhammad, Mehrdad Rostami, Mourad Oussalah
2023	J	`jnl`	Community Detection Algorithms in Healthcare Applications: A Systematic Review. IEEE Access Mehrdad Rostami, Mourad Oussalah, Kamal Berahmand, Vahid Farrahi
2023	A	`conf`	Towards Health-Aware Fairness in Food Recipe Recommendation. RecSys Mehrdad Rostami, Mohammad Aliannejadi, Mourad Oussalah
2022	J	`jnl`	A Novel Time-Aware Food Recommender-System Based on Deep Learning and Graph Clustering. IEEE Access Mehrdad Rostami, Mourad Oussalah, Vahid Farrahi
2022	B	`conf`	A Prediction of Time Series Driving Motion Scenarios Using LSTM and ESN. SMC Mohammad Reza Chalak Qazani, Farzin Tabarsinezhad, Houshyar Asadi, Chee Peng Lim, Adetokunbo Arogbonlo, Shehab Alsanwy, Shady M. K. Mohamed, Mehrdad Rostami, Saeid Nahavandi
2022	J	`jnl`	A new attributed graph clustering by using label propagation in complex networks. J. King Saud Univ. Comput. Inf. Sci. Kamal Berahmand, Sogol Haghani, Mehrdad Rostami, Yuefeng Li
2022	J	`jnl`	A novel attributed community detection by integration of feature weighting and node centrality. Online Soc. Networks Media Mehrdad Rostami, Mourad Oussalah
2022	J	`jnl`	Adaptive Motion Cueing Algorithm Based on Fuzzy Logic Using Online Dexterity and Direction Monitoring. IEEE Syst. J. Mohammad Reza Chalak Qazani, Houshyar Asadi, Mehrdad Rostami, Shady M. K. Mohamed, Chee Peng Lim, Saeid Nahavandi
2022	J	`jnl`	An effective explainable food recommendation using deep image clustering and community detection. Intell. Syst. Appl. Mehrdad Rostami, Usman Muhammad, Saman Forouzandeh, Kamal Berahmand, Vahid Farrahi, Mourad Oussalah
2022	J	`jnl`	Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods. Comput. Biol. Medicine Farshad Saberi-Movahed, Mahyar Mohammadifard, Adel Mehrpooya, Mohammad Rezaei-Ravari, Kamal Berahmand, Mehrdad Rostami, Saeed Karami, Mohammad Najafzadeh, Davood Hajinezhad, Mina Jamshidi, Farshid Abedi, Mahtab Mohammadifard, Elnaz Farbod, Farinaz Safavi, Mohammadreza Dorvash, Negar Mottaghi-Dastjerdi, Shahrzad Vahedi, Mahdi Eftekhari, Farid Saberi-Movahed, Hamid Alinejad-Rokny, Shahab S. Band, Iman Tavassoly
2022	J	`jnl`	Dual Regularized Unsupervised Feature Selection Based on Matrix Factorization and Minimum Redundancy with application in gene selection. Knowl. Based Syst. Farid Saberi-Movahed, Mehrdad Rostami, Kamal Berahmand, Saeed Karami, Prayag Tiwari, Mourad Oussalah, Shahab S. Band
2022	J	`jnl`	Gene selection for microarray data classification via multi-objective graph theoretic-based method. Artif. Intell. Medicine Mehrdad Rostami, Saman Forouzandeh, Kamal Berahmand, Mina Soltani, Meisam Shahsavari, Mourad Oussalah
2022	J	`jnl`	Graph-based relevancy-redundancy gene selection method for cancer diagnosis. Comput. Biol. Medicine Saeid Azadifar, Mehrdad Rostami, Kamal Berahmand, Parham Moradi, Mourad Oussalah
2022	J	`jnl`	Healthy Food Recommendation Using a Time-Aware Community Detection Approach and Reliability Measurement. Int. J. Comput. Intell. Syst. Sajad Ahmadian, Mehrdad Rostami, Seyed Mohammad Jafar Jalali, Mourad Oussalah, Vahid Farrahi
2021	J	`jnl`	A Hotel Recommender System for Tourists Using the Artificial Bee Colony Algorithm and Fuzzy TOPSIS Model: A Case Study of TripAdvisor. Int. J. Inf. Technol. Decis. Mak. Saman Forouzandeh, Kamal Berahmand, Elahe Nasiri, Mehrdad Rostami
2021	J	`jnl`	A modified DeepWalk method for link prediction in attributed social network. Computing Kamal Berahmand, Elahe Nasiri, Mehrdad Rostami, Saman Forouzandeh
2021	J	`jnl`	A novel community detection based genetic algorithm for feature selection. J. Big Data Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
2021	J	`jnl`	A novel link prediction algorithm for protein-protein interaction networks by attributed graph embedding. Comput. Biol. Medicine Elahe Nasiri, Kamal Berahmand, Mehrdad Rostami, Mohammad Dabiri
2021	—	`conf`	Gene Selection for Cancer Diagnosis via Iterative Graph Clustering-Based Approach Communication. SMARTERCARE@AI*IA Mehrdad Rostami, Mourad Oussalah
2021	J	`jnl`	Prediction of chemoresistance trait of cancer cell lines using machine learning algorithms and systems biology analysis. J. Big Data Atousa Ataei, Niloufar Seyed Majidi, Javad Zahiri, Mehrdad Rostami, Seyed Shahriar Arab, Albert Rizvanov
2021	J	`jnl`	Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends. Eng. Appl. Artif. Intell. Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand
2021	J	`jnl`	Presentation of a recommender system with ensemble learning and graph embedding: a case on MovieLens. Multim. Tools Appl. Saman Forouzandeh, Kamal Berahmand, Mehrdad Rostami
2021	J	`jnl`	Review of swarm intelligence-based feature selection methods. Eng. Appl. Artif. Intell. Mehrdad Rostami, Kamal Berahmand, Elahe Nasiri, Saman Forouzandeh
2020	J	`jnl`	A Novel Community Detection Based Genetic Algorithm for Feature Selection. CoRR Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
2020	J	`jnl`	A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty. J. Big Data Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
2020	J	`jnl`	Prediction optimization of diffusion paths in social networks using integration of ant colony and densest subgraph algorithms. J. High Speed Networks Kasra Majbouri Yazdi, Adel Majbouri Yazdi, Saeid Khodayi, Jingyu Hou, Wanlei Zhou, Saeed Saedy, Mehrdad Rostami
2020	J	`jnl`	Presentation a Trust Walker for rating prediction in Recommender System with Biased Random Walk: Effects of H-index Centrality, Similarity in Items and Friends. CoRR Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand
2020	J	`jnl`	Presentation of a Recommender System with Ensemble Learning and Graph Embedding: A Case on MovieLens. CoRR Saman Forouzandeh, Mehrdad Rostami, Kamal Berahmand
2020	J	`jnl`	Review of Swarm Intelligence-based Feature Selection Methods. CoRR Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh
2019	C	`conf`	Improving Recommender Systems Accuracy in Social Networks Using Popularity. PDCAT Kasra Majbouri Yazdi, Adel Majbouri Yazdi, Saeid Khodayi, Jingyu Hou, Wanlei Zhou, Saeid Saedy, Mehrdad Rostami
2017	—	`conf`	BESS connection impact assessment. CCECE Mehrdad Boloorchi, Mehrdad Rostami, Vince Green
2015	J	`jnl`	A graph theoretic approach for unsupervised feature selection. Eng. Appl. Artif. Intell. Parham Moradi, Mehrdad Rostami
2015	J	`jnl`	Integration of graph clustering with ant colony optimization for feature selection. Knowl. Based Syst. Parham Moradi, Mehrdad Rostami