Harith Al-Sahaf
Orcid: 0000-0003-4633-6135
According to our database1,
Harith Al-Sahaf
authored at least 66 papers
between 2011 and 2024.
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Bibliography
2024
Appl. Soft Comput., January, 2024
Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024
2023
Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution.
Comput. Secur., June, 2023
Automatically Diagnosing Skin Cancers From Multimodality Images Using Two-Stage Genetic Programming.
IEEE Trans. Cybern., May, 2023
ACM Comput. Surv., 2023
A New Genetic Programming Representation for Feature Learning in Skin Cancer Detection.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Skin Cancer Detection with Multimodal Data: A Feature Selection Approach Using Genetic Programming.
Proceedings of the Data Science and Machine Learning, 2023
Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023
2022
Future Gener. Comput. Syst., 2022
Expert Syst. Appl., 2022
A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework.
CoRR, 2022
A few-shot meta-learning based siamese neural network using entropy features for ransomware classification.
Comput. Secur., 2022
Behavior-based ransomware classification: A particle swarm optimization wrapper-based approach for feature selection.
Appl. Soft Comput., 2022
Proceedings of the 32nd International Telecommunication Networks and Applications Conference, 2022
A Genetic Programming Approach to Automatically Construct Informative Attributes for Mammographic Density Classification.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Automatically evolving malice scoring models through utilisation of genetic programming: a cooperative coevolution approach.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
An automatic feature construction method for salient object detection: A genetic programming approach.
Expert Syst. Appl., 2021
Automatically Evolving Texture Image Descriptors Using the Multitree Representation in Genetic Programming Using Few Instances.
Evol. Comput., 2021
CoRR, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
2020
Special Issue on Evolutionary Computer Vision, Image Processing and Pattern Recognition.
Appl. Soft Comput., 2020
Proceedings of the 19th IEEE International Conference on Trust, 2020
Proceedings of the 35th International Conference on Image and Vision Computing New Zealand, 2020
A genetic programming approach to feature construction for ensemble learning in skin cancer detection.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Particle Swarm Optimization: A Wrapper-Based Feature Selection Method for Ransomware Detection and Classification.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Soft Comput., 2019
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification.
CoRR, 2019
Modelling and Prediction of Resource Utilization of Hadoop Clusters: A Machine Learning Approach.
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019
Genetic Programming for Multiple Feature Construction in Skin Cancer Image Classification.
Proceedings of the 2019 International Conference on Image and Vision Computing New Zealand, 2019
Transfer learning: a building block selection mechanism in genetic programming for symbolic regression.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
A genetic programming approach to feature selection and construction for ransomware, phishing and spam detection.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Genetic Programming for Feature Selection and Feature Combination in Salient Object Detection.
Proceedings of the Applications of Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019
2018
Genetic Programming for Feature Selection and Feature Construction in Skin Cancer Image Classification.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018
Foreground and Background Feature Fusion Using a Convex Hull Based Center Prior for Salient Object Detection.
Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
A Multi-tree Genetic Programming Representation for Melanoma Detection Using Local and Global Features.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018
A Genetic Programming Approach for Constructing Foreground and Background Saliency Features for Salient Object Detection.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018
2017
Genetic Programming for Automatically Synthesising Robust Image Descriptors with A Small Number of Instances.
PhD thesis, 2017
Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification.
IEEE Trans. Evol. Comput., 2017
Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors.
IEEE Trans. Evol. Comput., 2017
Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming.
IEEE Trans. Evol. Comput., 2017
A supervised feature weighting method for salient object detection using particle swarm optimization.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
A Multitree Genetic Programming Representation for Automatically Evolving Texture Image Descriptors.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
Evolving texture image descriptors using a multitree genetic programming representation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Common subtrees in related problems: A novel transfer learning approach for genetic programming.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Binary Image Classification: A Genetic Programming Approach to the Problem of Limited Training Instances.
Evol. Comput., 2016
Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data.
Proceedings of the Genetic Programming - 19th European Conference, 2016
2015
Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015
Evolutionary Image Descriptor: A Dynamic Genetic Programming Representation for Feature Extraction.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Image descriptor: A genetic programming approach to multiclass texture classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Genetic Programming for Multiclass Texture Classification Using a Small Number of Instances.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014
Genetic Programming Evolved Filters from a Small Number of Instances for Multiclass Texture Classification.
Proceedings of the 29th International Conference on Image and Vision Computing New Zealand, 2014
2013
Binary image classification using genetic programming based on local binary patterns.
Proceedings of the 28th International Conference on Image and Vision Computing New Zealand, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013
2012
Expert Syst. Appl., 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Proceedings of the 5th International Conference on Automation, Robotics and Applications, 2011