Farid Ghareh Mohammadi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 29

Top Topics

Artificial Bee Colony

Feature Selection

Top Venues

UbiComp/ISWC Adjunct

Publications

Farid Ghareh Mohammadi, Ronnie Sebro
Deep-RSIv2: An Efficient Content-Free Deep Learning Approach for Radiographs' Manufacturer and Model Identification. IMCOM (2024)
Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, Khaled M. Rasheed, Hamid R. Arabnia
Deep Learning in Healthcare: An In-Depth Analysis. CoRR (2023)
Farid Ghareh Mohammadi, Ronnie Sebro
Opportunistic Screening for Osteoporosis Using Hand Radiographs: A Preliminary Study. MIE (2023)
Farid Ghareh Mohammadi, Ronnie Sebro
Deep-RSI: Deep learning for Radiographs Source Identification. CSCI (2022)
Farid Ghareh Mohammadi, Cheng Chen, Farzan Shenavarmasouleh, M. Hadi Amini, Beshoy Morkos, Hamid R. Arabnia
3D-model ShapeNet Core Classification using Meta-Semantic Learning. CoRR (2022)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Khaled Rasheed, Thiab R. Taha, M. Hadi Amini, Hamid R. Arabnia
The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics. CoRR (2022)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Hamid R. Arabnia
Applications of Machine Learning in Healthcare and Internet of Things (IOT): A Comprehensive Review. CoRR (2022)
Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini
OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms. ICMLA (2021)
Leila Zahedi, Farid Ghareh Mohammadi, Shabnam Rezapour, Matthew W. Ohland, M. Hadi Amini
Search Algorithms for Automated Hyper-Parameter Tuning. CoRR (2021)
Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini
HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization. CoRR (2021)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Khaled Rasheed, Thiab R. Taha, M. Hadi Amini, Hamid R. Arabnia
The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics. CSCI (2021)
Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia
DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM. CoRR (2021)
Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini
OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms. CoRR (2021)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Hamid R. Arabnia
Internet of Things (IoT) in Healthcare: Applications, Challenges and Solutions. CSCI (2021)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia
Data Analytics for Smart cities: Challenges and Promises. CoRR (2021)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia
Evolutionary Algorithms and Efficient Data Analytics for Image Processing. IMCOM (2021)
Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
Embodied AI-Driven Operation of Smart Cities: A Concise Review. CoRR (2021)
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
On Parameter Tuning in Meta-learning for Computer Vision. CoRR (2020)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia
Malware Detection using Artificial Bee Colony Algorithm. CoRR (2020)
Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
DRDr II: Detecting the Severity Level of Diabetic Retinopathy Using Mask RCNN and Transfer Learning. CoRR (2020)
Ehsan Asali, Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, Prasanth Sengadu Suresh, Hamid R. Arabnia
DeepMSRF: A novel Deep Multimodal Speaker Recognition framework with Feature selection. CoRR (2020)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia
Malware detection using artificial bee colony algorithm. UbiComp/ISWC Adjunct (2020)
Seyedamin Pouriyeh, Mehdi Allahyari, Qingxia Liu, Gong Cheng, Hamid Reza Arabnia, Maurizio Atzori, Farid Ghareh Mohammadi, Krys J. Kochut
Ontology Summarization: Graph-Based Methods and Beyond. Int. J. Semantic Comput. 13 (2) (2019)
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
Evolutionary Computation, Optimization and Learning Algorithms for Data Science. CoRR (2019)
Farid Ghareh Mohammadi, Hamid R. Arabnia
ISEA: Image Steganalysis using Evolutionary Algorithms. CoRR (2019)
Farid Ghareh Mohammadi, M. Hadi Amini
Promises of Meta-Learning for Device-Free Human Sensing: Learn to Sense. DFHS@BuildSys (2019)
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises. CoRR (2019)
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics. CoRR (2019)
Farid Ghareh Mohammadi, Hedieh Sajedi
Region based Image Steganalysis using Artificial Bee Colony. J. Vis. Commun. Image Represent. 44 (2017)
Danial Jalal Nouri, Mohammad Saniee Abadeh, Farid Ghareh Mohammadi
HYEI: A New Hybrid Evolutionary Imperialist Competitive Algorithm for Fuzzy Knowledge Discovery. Adv. Fuzzy Syst. 2014 (2014)
Farid Ghareh Mohammadi, Mohammad Saniee Abadeh
A new metaheuristic feature subset selection approach for image steganalysis. J. Intell. Fuzzy Syst. 27 (3) (2014)
Farid Ghareh Mohammadi, Mohammad Saniee Abadeh
Image steganalysis using a bee colony based feature selection algorithm. Eng. Appl. Artif. Intell. 31 (2014)