18 citations · 27 across the 5 of their papers we have counts for
5 papers
Protein Structured Reservoir computing for Spike-based Pattern Recognition
Karolos-Alexandros Tsakalos, Georgios Ch. Sirakoulis, Andrew Adamatzky +1
Nowadays we witness a miniaturisation trend in the semiconductor industry backed up by groundbreaking discoveries and designs in nanoscale characterisation and fabrication. To faci…
Evolutionary n-level Hypergraph Partitioning with Adaptive Coarsening
Richard J. Preen, Jim Smith
Hypergraph partitioning is an NP-hard problem that occurs in many computer science applications where it is necessary to reduce large problems into a number of smaller, computation…
Making Early Predictions of the Accuracy of Machine Learning Applications
J. E. Smith, P. Caleb-Solly, M. A. Tahir +2
The accuracy of machine learning systems is a widely studied research topic. Established techniques such as cross-validation predict the accuracy on unseen data of the classifier p…
Interactive Ant Colony Optimisation (iACO) for Early Lifecycle Software Design
Christopher L. Simons, Jim Smith, Paul White
Software design is crucial to successful software development, yet is a demanding multi-objective problem for software engineers. In an attempt to assist the software designer, int…
A Comparison of Meta-heuristic Search for Interactive Software Design
C. L. Simons, J. E. Smith
Advances in processing capacity, coupled with the desire to tackle problems where a human subjective judgment plays an important role in determining the value of a proposed solutio…