Evaluation of a tree-based pipeline optimization tool for automating data science
As the field of data science continues to grow, there will be an ever-increasing demand for
tools that make machine learning accessible to non-experts. In this paper, we introduce the …
tools that make machine learning accessible to non-experts. In this paper, we introduce the …
Genetically improved software
WB Langdon - Handbook of Genetic Programming Applications, 2015 - Springer
As other chapters in the book show, genetic programming (Koza 1992; Banzhaf et al. 1998;
Poli et al. 2008) has been very widely applied. 1 For example in modelling (Kordon 2010) …
Poli et al. 2008) has been very widely applied. 1 For example in modelling (Kordon 2010) …
Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming
Machine learning has been gaining traction in recent years to meet the demand for tools that
can efficiently analyze and make sense of the ever-growing databases of biomedical data in …
can efficiently analyze and make sense of the ever-growing databases of biomedical data in …
[HTML][HTML] Evaluating warfarin dosing models on multiple datasets with a novel software framework and evolutionary optimisation
Warfarin is an effective preventative treatment for arterial and venous thromboembolism, but
requires individualised dosing due to its narrow therapeutic range and high individual …
requires individualised dosing due to its narrow therapeutic range and high individual …
Genetic programming for reverse engineering
M Harman, WB Langdon… - 2013 20th Working …, 2013 - ieeexplore.ieee.org
This paper overviews the application of Search Based Software Engineering (SBSE) to
reverse engineering with a particular emphasis on the growing importance of recent …
reverse engineering with a particular emphasis on the growing importance of recent …
Genetic improvement of software for multiple objectives
WB Langdon - International Symposium on Search Based Software …, 2015 - Springer
Genetic programming (GP) can increase computer program's functional and non-functional
performance. It can automatically port or refactor legacy code written by domain experts …
performance. It can automatically port or refactor legacy code written by domain experts …
A large-scale study on repetitiveness, containment, and composability of routines in open-source projects
Source code in software systems has been shown to have a good degree of repetitiveness
at the lexical, syntactical, and API usage levels. This paper presents a large-scale study on …
at the lexical, syntactical, and API usage levels. This paper presents a large-scale study on …
Warfarin dose estimation on multiple datasets with automated hyperparameter optimisation and a novel software framework
Warfarin is an effective preventative treatment for arterial and venous thromboembolism, but
requires individualised dosing due to its narrow therapeutic range and high individual …
requires individualised dosing due to its narrow therapeutic range and high individual …
A Novel Black Box Approach For Component Adaptation Technique
B Jalender, DA Govardhan - International Journal of Computer …, 2022 - koreascience.kr
There are several ways to improve software performance by using existing software. So, the
developments of some programs are the most promising ways. However, traditional part …
developments of some programs are the most promising ways. However, traditional part …
New trends in learning for software engineering
A Hamouda - International Conference on Recent Advances in …, 2015 - atlantis-press.com
Software is nowadays a critical component of our lives and everyday-work working activities.
However, as the technological infrastructure of the modern world evolves a great challenge …
However, as the technological infrastructure of the modern world evolves a great challenge …