Farid Ghareh Mohammadi

According to our database, Farid Ghareh Mohammadi authored at least 30 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Opportunistic Screening for Osteoporosis Using Hand Radiographs - A Feature Augmentation Study Technique (FAST).

Farid Ghareh Mohammadi, Ronnie Sebro

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Deep-RSIv2: An Efficient Content-Free Deep Learning Approach for Radiographs' Manufacturer and Model Identification.

Farid Ghareh Mohammadi, Ronnie Sebro

Proceedings of the 18th International Conference on Ubiquitous Information Management and Communication, 2024

2023

Deep Learning in Healthcare: An In-Depth Analysis.

Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, Khaled M. Rasheed, Hamid R. Arabnia

CoRR, 2023

Opportunistic Screening for Osteoporosis Using Hand Radiographs: A Preliminary Study.

Farid Ghareh Mohammadi, Ronnie Sebro

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

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

Applications of Machine Learning in Healthcare and Internet of Things (IOT): A Comprehensive Review.

Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Hamid R. Arabnia

CoRR, 2022

Deep-RSI: Deep learning for Radiographs Source Identification.

Farid Ghareh Mohammadi, Ronnie Sebro

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021

Data Analytics for Smart cities: Challenges and Promises.

Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, 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

Embodied AI-Driven Operation of Smart Cities: A Concise Review.

Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

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

Search Algorithms for Automated Hyper-Parameter Tuning.

Leila Zahedi, Farid Ghareh Mohammadi, Shabnam Rezapour, Matthew W. Ohland, M. Hadi Amini

CoRR, 2021

Evolutionary Algorithms and Efficient Data Analytics for Image Processing.

Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia

Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication, 2021

OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms.

Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 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

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

Internet of Things (IoT) in Healthcare: Applications, Challenges and Solutions.

Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Hamid R. Arabnia

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

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

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

On Parameter Tuning in Meta-learning for Computer Vision.

Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

CoRR, 2020

Malware detection using artificial bee colony algorithm.

Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

2019

Ontology Summarization: Graph-Based Methods and Beyond.

Seyedamin Pouriyeh, Mehdi Allahyari, Qingxia Liu, Gong Cheng, Hamid Reza Arabnia, Maurizio Atzori, Farid Ghareh Mohammadi, Krys J. Kochut

Int. J. Semantic Comput., 2019

An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises.

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

Evolutionary Computation, Optimization and Learning Algorithms for Data Science.

Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

CoRR, 2019

ISEA: Image Steganalysis using Evolutionary Algorithms.

Farid Ghareh Mohammadi, Hamid R. Arabnia

CoRR, 2019

Promises of Meta-Learning for Device-Free Human Sensing: Learn to Sense.

Farid Ghareh Mohammadi, M. Hadi Amini

Proceedings of the 1st ACM International Workshop on Device-Free Human Sensing, 2019

2017

Region based Image Steganalysis using Artificial Bee Colony.

Farid Ghareh Mohammadi, Hedieh Sajedi

J. Vis. Commun. Image Represent., 2017

2014

A new metaheuristic feature subset selection approach for image steganalysis.

Farid Ghareh Mohammadi, Mohammad Saniee Abadeh

J. Intell. Fuzzy Syst., 2014

Image steganalysis using a bee colony based feature selection algorithm.

Farid Ghareh Mohammadi, Mohammad Saniee Abadeh

Eng. Appl. Artif. Intell., 2014

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