HYEI: A New Hybrid Evolutionary Imperialist Competitive Algorithm for Fuzzy Knowledge Discovery. - Danial Jalal Nouri; Mohammad Saniee Abadeh; Farid Ghareh Mohammadi (Adv. Fuzzy Syst., 2014)

Image steganalysis using a bee colony based feature selection algorithm. - Farid Ghareh Mohammadi; Mohammad Saniee Abadeh (Eng. Appl. Artif. Intell., 2014)

A new metaheuristic feature subset selection approach for image steganalysis. - Farid Ghareh Mohammadi; Mohammad Saniee Abadeh (J. Intell. Fuzzy Syst., 2014)

Region based Image Steganalysis using Artificial Bee Colony. - Farid Ghareh Mohammadi; Hedieh Sajedi (J. Vis. Commun. Image Represent., 2017)

Promises of Meta-Learning for Device-Free Human Sensing: Learn to Sense. - Farid Ghareh Mohammadi; M. Hadi Amini (DFHS@BuildSys, 2019)

ISEA: Image Steganalysis using Evolutionary Algorithms. - Farid Ghareh Mohammadi; Hamid R. Arabnia (CoRR, 2019)

Evolutionary Computation, Optimization and Learning Algorithms for Data Science. - Farid Ghareh Mohammadi; M. Hadi Amini; Hamid R. Arabnia (CoRR, 2019)

Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics. - Farid Ghareh Mohammadi; M. Hadi Amini; Hamid R. Arabnia (CoRR, 2019)

An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises. - Farid Ghareh Mohammadi; M. Hadi Amini; Hamid R. Arabnia (CoRR, 2019)

Ontology Summarization: Graph-Based Methods and Beyond. - Seyedamin Pouriyeh; Mehdi Allahyari; Qingxia Liu; Gong Cheng 001; Hamid Reza Arabnia; Maurizio Atzori; Farid Ghareh Mohammadi; Krys J. Kochut (Int. J. Semantic Comput., 2019)

Malware detection using artificial bee colony algorithm. - Farid Ghareh Mohammadi; Farzan Shenavarmasouleh; M. Hadi Amini; Hamid R. Arabnia (UbiComp/ISWC Adjunct, 2020)

On Parameter Tuning in Meta-learning for Computer Vision. - Farid Ghareh Mohammadi; M. Hadi Amini; Hamid R. Arabnia (CoRR, 2020)

DeepMSRF: A novel Deep Multimodal Speaker Recognition framework with Feature selection. - Ehsan Asali; Farzan Shenavarmasouleh; Farid Ghareh Mohammadi; Prasanth Sengadu Suresh; Hamid R. Arabnia (CoRR, 2020)

DRDr II: Detecting the Severity Level of Diabetic Retinopathy Using Mask RCNN and Transfer Learning. - Farzan Shenavarmasouleh; Farid Ghareh Mohammadi; M. Hadi Amini; Hamid R. Arabnia (CoRR, 2020)

Internet of Things (IoT) in Healthcare: Applications, Challenges and Solutions. - Farid Ghareh Mohammadi; Farzan Shenavarmasouleh; Hamid R. Arabnia (CSCI, 2021)

The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics. - Farid Ghareh Mohammadi; Farzan Shenavarmasouleh; Khaled Rasheed; Thiab R. Taha; M. Hadi Amini; Hamid R. Arabnia (CSCI, 2021)

OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms. - Leila Zahedi; Farid Ghareh Mohammadi; M. Hadi Amini (ICMLA, 2021)

Evolutionary Algorithms and Efficient Data Analytics for Image Processing. - Farid Ghareh Mohammadi; Farzan Shenavarmasouleh; M. Hadi Amini; Hamid R. Arabnia (IMCOM, 2021)

Search Algorithms for Automated Hyper-Parameter Tuning. - Leila Zahedi; Farid Ghareh Mohammadi; Shabnam Rezapour; Matthew W. Ohland; M. Hadi Amini (CoRR, 2021)

DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM. - Farzan Shenavarmasouleh; Farid Ghareh Mohammadi; M. Hadi Amini; Thiab R. Taha; Khaled Rasheed; Hamid R. Arabnia (CoRR, 2021)

Embodied AI-Driven Operation of Smart Cities: A Concise Review. - Farzan Shenavarmasouleh; Farid Ghareh Mohammadi; M. Hadi Amini; Hamid R. Arabnia (CoRR, 2021)

HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization. - Leila Zahedi; Farid Ghareh Mohammadi; M. Hadi Amini (CoRR, 2021)

Data Analytics for Smart cities: Challenges and Promises. - Farid Ghareh Mohammadi; Farzan Shenavarmasouleh; M. Hadi Amini; Hamid R. Arabnia (CoRR, 2021)

Deep-RSI: Deep learning for Radiographs Source Identification. - Farid Ghareh Mohammadi; Ronnie Sebro (CSCI, 2022)

Applications of Machine Learning in Healthcare and Internet of Things (IOT): A Comprehensive Review. - Farid Ghareh Mohammadi; Farzan Shenavarmasouleh; Hamid R. Arabnia (CoRR, 2022)

3D-model ShapeNet Core Classification using Meta-Semantic Learning. - Farid Ghareh Mohammadi; Cheng Chen; Farzan Shenavarmasouleh; M. Hadi Amini; Beshoy Morkos; Hamid R. Arabnia (CoRR, 2022)

Opportunistic Screening for Osteoporosis Using Hand Radiographs: A Preliminary Study. - Farid Ghareh Mohammadi; Ronnie Sebro (MIE, 2023)

Deep Learning in Healthcare: An In-Depth Analysis. - Farzan Shenavarmasouleh; Farid Ghareh Mohammadi; Khaled M. Rasheed; Hamid R. Arabnia (CoRR, 2023)

Deep-RSIv2: An Efficient Content-Free Deep Learning Approach for Radiographs' Manufacturer and Model Identification. - Farid Ghareh Mohammadi; Ronnie Sebro (IMCOM, 2024)

Opportunistic Screening for Osteoporosis Using Hand Radiographs - A Feature Augmentation Study Technique (FAST). - Farid Ghareh Mohammadi; Ronnie Sebro (MIE, 2024)