James McDermott

According to our database1, James McDermott authored at least 61 papers between 2005 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Learning Neural Representations for Network Anomaly Detection.
IEEE Trans. Cybernetics, 2019

A genetic algorithm approach to the smart grid tariff design problem.
Soft Comput., 2019

When and Why Metaheuristics Researchers Can Ignore "No Free Lunch" Theorems.
CoRR, 2019

Program Trace Optimization with Constructive Heuristics for Combinatorial Problems.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019

Why Is Auto-Encoding Difficult for Genetic Programming?
Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018
Program Trace Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Geometric Semantic Grammatical Evolution.
Proceedings of the Handbook of Grammatical Evolution, 2018

2017
PonyGE2: Grammatical Evolution in Python.
CoRR, 2017

Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Datasets.
CoRR, 2017

Collective Anomaly Detection based on Long Short Term Memory Recurrent Neural Network.
CoRR, 2017

Subject Recognition Using Wrist-Worn Triaxial Accelerometer Data.
Proceedings of the Machine Learning, Optimization, and Big Data, 2017

Late-acceptance hill-climbing with a grammatical program representation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

PonyGE2: grammatical evolution in Python.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Late-acceptance and step-counting hill-climbing GP for anomaly detection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution.
IEEE Trans. Evolutionary Computation, 2016

Diagnosing a disorder in a classification benchmark.
Pattern Recognition Letters, 2016

Subtree semantic geometric crossover for genetic programming.
Genetic Programming and Evolvable Machines, 2016

A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks.
Proceedings of the Future Data and Security Engineering - Third International Conference, 2016

Grammatical Music Composition with Dissimilarity Driven Hill Climbing.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2016

Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

One-Class Classification for Anomaly Detection with Kernel Density Estimation and Genetic Programming.
Proceedings of the Genetic Programming - 19th European Conference, 2016

2015
Genetic Programming.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

Optimising complex pylon structures with grammatical evolution.
Inf. Sci., 2015

Design of an autonomous intelligent Demand-Side Management system using stochastic optimisation evolutionary algorithms.
Neurocomputing, 2015

Tonality driven piano compositions with Grammatical Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Geometric Semantic Genetic Programming for Financial Data.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Measuring Mutation Operators' Exploration-Exploitation Behaviour and Long-Term Biases.
Proceedings of the Genetic Programming - 17th European Conference, 2014

Higher Order Functions for Kernel Regression.
Proceedings of the Genetic Programming - 17th European Conference, 2014

2013
Better GP benchmarks: community survey results and proposals.
Genetic Programming and Evolvable Machines, 2013

Graph grammars for evolutionary 3D design.
Genetic Programming and Evolvable Machines, 2013

Program Optimisation with Dependency Injection.
Proceedings of the Genetic Programming - 16th European Conference, 2013

Evolutionary and Generative Music Informs Music HCI - And Vice Versa.
Proceedings of the Music and Human-Computer Interaction., 2013

Should Music Interaction Be Easy?
Proceedings of the Music and Human-Computer Interaction., 2013

2012
Genetic programming needs better benchmarks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

An investigation of local patterns for estimation of distribution genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Locality in Continuous Fitness-Valued Cases and Genetic Programming Difficulty.
Proceedings of the EVOLVE, 2012

Flex-GP: Genetic Programming on the Cloud.
Proceedings of the Applications of Evolutionary Computation, 2012

Graph Grammars as a Representation for Interactive Evolutionary 3D Design.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Genetic Programming for Musical Sound Analysis.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

A Library to Run Evolutionary Algorithms in the Cloud Using MapReduce.
Proceedings of the Applications of Evolutionary Computation, 2012

2011
Defining locality as a problem difficulty measure in genetic programming.
Genetic Programming and Evolvable Machines, 2011

An executable graph representation for evolutionary generative music.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design.
Proceedings of the Applications of Evolutionary Computation, 2011

How Far Is It from Here to There? A Distance That Is Coherent with GP Operators.
Proceedings of the Genetic Programming - 14th European Conference, 2011

2010
Interactive EC Control of Synthesized Timbre.
Evolutionary Computation, 2010

A Fine-Grained View of GP Locality with Binary Decision Diagrams as Ant Phenotypes.
Proceedings of the Parallel Problem Solving from Nature, 2010

Towards an understanding of locality in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Jive: A Generative, Interactive, Virtual, Evolutionary Music System.
Proceedings of the Applications of Evolutionary Computation, 2010

An Analysis of the Behaviour of Mutation in Grammatical Evolution.
Proceedings of the Genetic Programming, 13th European Conference, 2010

Interactive interpolating crossover in grammatical evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Higher-order functions in aesthetic EC encodings.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Defining locality in genetic programming to predict performance.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Implementing an intuitive mutation operator for interactive evolutionary 3D design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Shape grammars and grammatical evolution for evolutionary design.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Elevated Pitch: Automated Grammatical Evolution of Short Compositions.
Proceedings of the Applications of Evolutionary Computing, 2009

2008
Evolutionary Computation Applied to Sound Synthesis.
Proceedings of the Art of Artificial Evolution: A Handbook on Evolutionary Art and Music, 2008

New-Generation Methods in an Interpolating EC Synthesizer Interface.
Proceedings of the Applications of Evolutionary Computing, 2008

2007
Evolutionary GUIs for Sound Synthesis.
Proceedings of the Applications of Evolutinary Computing, 2007

2006
Timbral, Perceptual, And Statistical Attributes for Synthesized Sound.
Proceedings of the 2006 International Computer Music Conference, 2006

2005
Toward User-Directed Evolution of Sound Synthesis Parameters.
Proceedings of the Applications of Evolutionary Computing, 2005


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