Andrew J. Starkey

According to our database, Andrew J. Starkey authored at least 18 papers between 2011 and 2023.

Collaborative distances:

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

2023

One-Shot Learning for Task-Oriented Grasping.

Valerija Holomjova, Andrew J. Starkey, Bruno Yun, Pascal Meißner

IEEE Robotics Autom. Lett., December, 2023

Real-Time Event Detection Using Self-Evolving Contextual Analysis (SECA) Approach.

Sami Al Sulaimani, Andrew J. Starkey

IEEE Access, 2023

Can Complexity Measures and Instance Hardness Measures Reflect the Actual Complexity of Microarray Data?

Omaimah Al Hosni, Andrew J. Starkey

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Towards Autonomous Developmental Artificial Intelligence: Case Study for Explainable AI.

Andrew J. Starkey, Chinedu Pascal Ezenkwu

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

GSMR-CNN: An End-to-End Trainable Architecture for Grasping Target Objects from Multi-Object Scenes.

Valerija Holomjova, Andrew J. Starkey, Pascal Meißner

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Investigating the Performance of Data Complexity & Instance Hardness Measures as A Meta-Feature in Overlapping Classes Problem.

Omaimah Al Hosni, Andrew J. Starkey

Proceedings of the 7th International Conference on Cloud and Big Data Computing, 2023

2022

Assesing the stability and selection performance of feature selection methods under different data complexity.

Omaimah Al Hosni, Andrew J. Starkey

Int. Arab J. Inf. Technol., 2022

2021

Unsupervised Temporospatial Neural Architecture for Sensorimotor Map Learning.

Chinedu Pascal Ezenkwu, Andrew J. Starkey

IEEE Trans. Cogn. Dev. Syst., 2021

Short Text Classification Using Contextual Analysis.

Sami Al Sulaimani, Andrew J. Starkey

IEEE Access, 2021

Stability and Accuracy of Feature Selection Methods on Datasets of Varying Data Complexity.

Omaimah Al Hosni, Andrew J. Starkey

Proceedings of the 22nd International Arab Conference on Information Technology, 2021

2020

Technical Opinion: From Animal Behaviour to Autonomous Robots.

Chinedu Pascal Ezenkwu, Andrew J. Starkey

CoRR, 2020

Predicting Supervise Machine Learning Performances for Sentiment Analysis Using Contextual-Based Approaches.

Azwa Bin Abdul Aziz, Andrew J. Starkey

IEEE Access, 2020

2018

Application of feature selection methods for automated clustering analysis: a review on synthetic datasets.

Aliyu Usman Ahmad, Andrew J. Starkey

Neural Comput. Appl., 2018

2017

Semi-automated data classification with feature weighted self organizing map.

Andrew J. Starkey, Aliyu Usman Ahmad

Proceedings of the 13th International Conference on Natural Computation, 2017

2016

Comparison of Methods for Automated Feature Selection Using a Self-organising Map.

Aliyu Usman Ahmad, Andrew J. Starkey

Proceedings of the Engineering Applications of Neural Networks, 2016

2015

Answer Type Identification for Question Answering - Supervised Learning of Dependency Graph Patterns from Natural Language Questions.

Andrew D. Walker, Panos Alexopoulos, Andrew J. Starkey, Jeff Z. Pan, José Manuél Gómez-Pérez, Advaith Siddharthan

Proceedings of the Semantic Technology - 5th Joint International Conference, 2015

2014

Making Test Corpora for Question Answering More Representative.

Andrew D. Walker, Andrew J. Starkey, Jeff Z. Pan, Advaith Siddharthan

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

2011

Investigation into Human Preference between Common and Unambiguous Lexical Substitutions.

Andrew D. Walker, Advaith Siddharthan, Andrew J. Starkey

Proceedings of the ENLG 2011, 2011