Amina Souag

Research activity per year

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

SDG 3 Good Health and Well-being
SDG 9 Industry, Innovation, and Infrastructure
SDG 16 Peace, Justice and Strong Institutions

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Dive into the research topics where Amina Souag is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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7 Article
6 Chapter
2 Paper
1 Book
More
- 1 Digital or Visual Products

A review of multi-omics integration techniques across five machine learning method families
Olowolayemo, A., Souag, A., Sirlantzis, K., Turner, S. & Wilson, C., 15 Apr 2026, In: Bioinformatics Advances. 6, 1
Research output: Contribution to journal › Article › peer-review

Open Access
File
A hybrid machine learning approach for enhanced skin cancer diagnosis using convolutional neural networks, support vector machines, and gradient boosting
Souag, A., Olowolayemo, A. & Patel, F., Mar 2025, AIHealth 2025: The Second International Conference on AI-Health. ThinkMind, p. 35-51
Research output: Chapter in Book/Report/Conference proceeding › Chapter

Open Access
File
Real-time mushroom detection and maturity classification using YOLO-Tiny on Raspberry Pi platform
Elewi, A., Souag, A. & Duman, S., 12 Aug 2025, Proceedings of the 9th International Symposium on Innovative Approaches in Smart Technologies (ISAS). Curran
Research output: Chapter in Book/Report/Conference proceeding › Chapter

Open Access
File
AIHealth 2024, Proceedings of The First International Conference on AI-Health
Souag, A. (Editor) & Mengoni, M. (Editor), 2024, Athens, Greece: ThinkMind.
Research output: Book/Report › Book

Open Access
File
A novel dataset of annotated oyster mushroom images with environmental context for machine learning applications
Elewi, A., Hajhamed, A., Souag, A., Duman, S., Khankan, R. & Ahmed, A., 28 Oct 2024, In: Data in Brief. 57
Research output: Contribution to journal › Article › peer-review

Open Access
File

AMAN-DA: A knowledge reuse based approach for domain specific security requirements engineering
Souag, A. (Author), 2015
Student thesis: PhD

Dr Amina Souag

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

A review of multi-omics integration techniques across five machine learning method families

A hybrid machine learning approach for enhanced skin cancer diagnosis using convolutional neural networks, support vector machines, and gradient boosting

Real-time mushroom detection and maturity classification using YOLO-Tiny on Raspberry Pi platform

AIHealth 2024, Proceedings of The First International Conference on AI-Health

A novel dataset of annotated oyster mushroom images with environmental context for machine learning applications

AMAN-DA: A knowledge reuse based approach for domain specific security requirements engineering

Dr Amina Souag

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

Research output

A review of multi-omics integration techniques across five machine learning method families

A hybrid machine learning approach for enhanced skin cancer diagnosis using convolutional neural networks, support vector machines, and gradient boosting

Real-time mushroom detection and maturity classification using YOLO-Tiny on Raspberry Pi platform

AIHealth 2024, Proceedings of The First International Conference on AI-Health

A novel dataset of annotated oyster mushroom images with environmental context for machine learning applications

Thesis

AMAN-DA: A knowledge reuse based approach for domain specific security requirements engineering