List of works - Harith Al-Sahaf

A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification

A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features

A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection

scientific article published on 15 July 2023

A One-Shot Learning Approach to Image Classification Using Genetic Programming

A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights

scientific article published on 3 December 2022

A hybrid Genetic Programming approach to feature detection and image classification

A survey on evolutionary machine learning

scientific article published on 3 April 2019

Autoencoder-based feature construction for IoT attacks clustering

scientific article published in February 2022

Automatic feature extraction and image classification using genetic programming

Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming

scientific article published in May 2023

Automatically Evolving Rotation-invariant Texture Image Descriptors by Genetic Programming

Automatically Evolving Texture Image Descriptors using the Multi-tree Representation in Genetic Programming using Few Instances

scientific article published on 25 November 2020

Binary Image Classification: A Genetic Programming Approach to the Problem of Limited Training Instances

scientific article published on 20 February 2015

Binary image classification using genetic programming based on local binary patterns

Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification

article published in 2017

Evolutionary Image Descriptor

Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach

Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution

scientific article published in June 2023

Extracting image features for classification by two-tier genetic programming

Feature Extraction with Automated Scale Selection in Skin Cancer Image Classification: A Genetic Programming Approach

Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection

scientific article published in August 2021

Genetic Programming Evolved Filters from a Small Number of Instances for Multiclass Texture Classification

scholarly article published 2014

Genetic Programming for Automatically Synthesising Robust Image Descriptors with A Small Number of Instances

2017 doctoral thesis by Harith Al-Sahaf at Victoria University of Wellington

Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification

Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification

Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data

Genetic programming for algae detection in river images

Genetic programming for automatic skin cancer image classification

scientific article published in July 2022

Genetic programming for skin cancer detection in dermoscopic images

Genetic programming with transfer learning for texture image classification

scientific article published on 27 February 2019

Hybridisation of Genetic Programming and Nearest Neighbour for classification

Image descriptor: A genetic programming approach to multiclass texture classification

article published in 2015

Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors

Multi-tree Genetic Programming with A New Fitness Function for Melanoma Detection

Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming

scientific article published on 5 December 2023

List of works by Harith Al-Sahaf