Mehrdad Rostami

Mehrdad Rostami

University of Kurdistan

H-index: 22

Asia-Iran

About Mehrdad Rostami

Mehrdad Rostami, With an exceptional h-index of 22 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Kurdistan, specializes in the field of Data Science, Digital Health, Recommender Systems, Pattern Recognition, Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

A novel healthy food recommendation to user groups based on a deep social community detection approach

Emotional Insights for Food Recommendations

A Novel Physical Activity Recognition Approach Using Deep Ensemble Optimized Transformers and Reinforcement Learning

Health-aware food recommendation system with dual attention in heterogeneous graphs

Machine learning in physical activity, sedentary, and sleep behavior research

Towards health-aware fairness in food recipe recommendation

A novel healthy and time-aware food recommender system using attributed community detection

Replacing sedentary time with physical activity and sleep: Associations with cardiometabolic health markers in adults

Mehrdad Rostami Information

University

Position

Department of Computer Engineering Faculty of Engineering

Citations(all)

1861

Citations(since 2020)

1737

Cited By

284

hIndex(all)

22

hIndex(since 2020)

21

i10Index(all)

26

i10Index(since 2020)

26

Email

University Profile Page

University of Kurdistan

Google Scholar

View Google Scholar Profile

Mehrdad Rostami Skills & Research Interests

Data Science

Digital Health

Recommender Systems

Pattern Recognition

Signal Processing

Top articles of Mehrdad Rostami

Title

Journal

Author(s)

Publication Date

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

...

2024/4/1

Emotional Insights for Food Recommendations

Mehrdad Rostami

Ali Vardasbi

Mohammad Aliannejadi

Mourad Oussalah

2024/3/16

A Novel Physical Activity Recognition Approach Using Deep Ensemble Optimized Transformers and Reinforcement Learning

Neural Networks

Sajad Ahmadian

Mehrdad Rostami

Vahid Farrahi

Mourad Oussalah

2024/2/3

Health-aware food recommendation system with dual attention in heterogeneous graphs

Computers in Biology and Medicine

Saman Forouzandeh

Mehrdad Rostami

Kamal Berahmand

Razieh Sheikhpour

2023/12/23

Machine learning in physical activity, sedentary, and sleep behavior research

Vahid Farrahi

Mehrdad Rostami

2024/1/30

Towards health-aware fairness in food recipe recommendation

Mehrdad Rostami

Mohammad Aliannejadi

Mourad Oussalah

2023/9/14

A novel healthy and time-aware food recommender system using attributed community detection

Expert Systems with Applications

Mehrdad Rostami

Vahid Farrahi

Sajad Ahmadian

Seyed Mohammad Jafar Jalali

Mourad Oussalah

2023/7/1

Replacing sedentary time with physical activity and sleep: Associations with cardiometabolic health markers in adults

Scandinavian Journal of Medicine & Science in Sports

Vahid Farrahi

Mehrdad Rostami

Laura Nauha

Maija Korpisaari

Maisa Niemelä

...

2023/6

AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments

International Journal of Medical Informatics

Vahid Farrahi

Usman Muhammad

Mehrdad Rostami

Mourad Oussalah

2023/4/1

Community detection algorithms in healthcare applications: a systematic review

Mehrdad Rostami

Mourad Oussalah

Kamal Berahmand

Vahid Farrahi

2023/3/22

A Hybrid Method for Recommendation Systems based on Tourism with an Evolutionary Algorithm and Topsis Model

Fuzzy Information and Engineering

Saman Forouzandeh

Mehrdad Rostami

Kamal Berahmand

2022/1/12

A Prediction of Time Series Driving Motion Scenarios Using LSTM and ESN

Mohammad Reza Chalak Qazani

Farzin Tabarsinezhad

Houshyar Asadi

Chee Peng Lim

Adetokunbo Arogbonlo

...

2022/10/9

Weight Tuning of a Model Predictive Control Motion Cueing Using a Particle Swarm Optimization Algorithm

Mohammadreza Chalak Qazani

Farzin Tabarsinezhad

Siamak Pedrammehr

Mehrdad Rostami

Chee Peng Lim

...

2022/12/31

A Novel Explainable and Health-aware Food Recommender System

KDIR

Merhrdad Rostami

Vahid Farahi

Kamal Berahmand

Saman Forouzandeh

Sajad Ahmadian

...

2022

Graph-based relevancy-redundancy gene selection method for cancer diagnosis

Computers in Biology and Medicine

Saeid Azadifar

Mehrdad Rostami

Kamal Berahmand

Parham Moradi

Mourad Oussalah

2022/8/1

Healthy food recommendation using a time-aware community detection approach and reliability measurement

International Journal of Computational Intelligence Systems

Sajad Ahmadian

Mehrdad Rostami

Seyed Mohammad Jafar Jalali

Mourad Oussalah

Vahid Farrahi

2022/12/5

A novel explainable COVID-19 diagnosis method by integration of feature selection with random forest

Informatics in Medicine Unlocked

Mehrdad Rostami

Mourad Oussalah

2022/1/1

A novel attributed community detection by integration of feature weighting and node centrality

Online Social Networks and Media

Mehrdad Rostami

Mourad Oussalah

2022/7/1

Joint profiles of sedentary time and physical activity in adults and their associations with cardiometabolic health

Medicine and Science in Sports and Exercise

Vahid Farrahi

Mehrdad Rostami

Dot Dumuid

Sebastien FM Chastin

Maisa Niemelä

...

2022/12

Gene selection for microarray data classification via multi-objective graph theoretic-based method

Artificial Intelligence in Medicine

Mehrdad Rostami

Saman Forouzandeh

Kamal Berahmand

Mina Soltani

Meisam Shahsavari

...

2022/1/1

See List of Professors in Mehrdad Rostami University(University of Kurdistan)

Co-Authors

H-index: 86
Distinguished Professor Saeid Nahavandi

Distinguished Professor Saeid Nahavandi

Deakin University

H-index: 63
CP Lim

CP Lim

Deakin University

H-index: 54
Albert Rizvanov

Albert Rizvanov

Kazan Federal University

H-index: 41
Professor Yuefeng Li

Professor Yuefeng Li

Queensland University of Technology

H-index: 34
Houshyar Asadi

Houshyar Asadi

Deakin University

H-index: 32
Mourad Oussalah

Mourad Oussalah

Oulun yliopisto

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