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List of works by Riccardo Poli

A Genetic Programming Approach for Evolving Highly-Competitive General Algorithms for Envelope Reduction in Sparse Matrices

scholarly article by Behrooz Koohestani & Riccardo Poli published 2012 in Lecture Notes in Computer Science

A Genetic Programming Approach to the Matrix Bandwidth-Minimization Problem

A Linear Estimation-of-Distribution GP System

A collaborative Brain-Computer Interface for improving group detection of visual targets in complex natural environments

A collaborative Brain-Computer Interface to improve human performance in a visual search task

A genetic programming approach to detecting artifact-generating eye movements from EEG in the absence of electro-oculogram

scholarly article published April 2011

A genetic programming approach to the evolution of brain–computer interfaces for 2-D mouse–pointer control

A histogram-matching approach to the evolution of bin-packing strategies

article

A meta-learning BCI for estimating decision confidence

scientific article published in 2022

A model for analysing the collective dynamic behaviour and characterising the exploitation of population-based algorithms

scientific article published on 30 October 2013

A neural network architecture for understanding discrete three-dimensional scenes in medical imaging.

scientific article published in December 1992

A neural network expert system for diagnosing and treating hypertension

A protocol for a multicentre, parallel-group, pragmatic randomised controlled trial to evaluate the NEVERMIND system in preventing and treating depression in patients with severe somatic conditions

scientific article published on 02 March 2020

A review of theoretical and experimental results on schemata in genetic programming

article

A social behaviour evolution approach for evolutionary optimisation

Addressing the envelope reduction of sparse matrices using a genetic programming system

An Empirical Investigation of How Degree Neutrality Affects GP Search

An Empirical Tool for Analysing the Collective Behaviour of Population-Based Algorithms

scholarly article by Mikdam Turkey & Riccardo Poli published 2012 in Lecture Notes in Computer Science

An alternative proof of the universality of the CNN-UM and its practical applications

An eigen analysis of the GP community

An exploration of the effects of audio-visual entrainment on Parkinson's disease tremor

scholarly article published November 2013

Analogue evolutionary brain computer interfaces [Application Notes

article

Automatic Creation of Taxonomies of Genetic Programming Systems

Backward-chaining evolutionary algorithms

article

Backward-chaining genetic programming

article

Bayesian Transfer Learning for the Prediction of Self-reported Well-being Scores

scientific article published on 01 July 2018

Brain⁻Computer Interfaces for Human Augmentation

scientific article published on 24 January 2019

Clustering simulated Event-Related Potentials based on similarity of centroids

Coarse-Grained Dynamics for Generalized Recombination

article published in 2007

Collaborative Brain-Computer Interfaces to Enhance Group Decisions in an Outpost Surveillance Task

scientific article published on 01 July 2019

Collaborative brain-computer interface for aiding decision-making

scientific article

Collaborative brain-computer interfaces for target localisation in rapid serial visual presentation

Collaborative brain-computer interfaces for the automatic classification of images

Comment on 'fast attainment of computer cursor control with noninvasively acquired brain signals'.

scientific article published on 5 September 2011

Cost-Benefit Investigation of a Genetic-Programming Hyperheuristic

article

Cross-modal illusory conjunctions between vision and touch

scientific article published in October 2002

Crossover, Sampling, Bloat and the Harmful Effects of Size Limits

Cyborg Groups Enhance Face Recognition in Crowded Environments

Cyborg groups enhance face recognition in crowded environments

scientific article published on 06 March 2019

Developmental plasticity in linear genetic programming

scholarly article published 2009

Documenting, modelling and exploiting P300 amplitude changes due to variable target delays in Donchin's speller

scientific article published in September 2010

EcoPS

Editorial

Editorial for the Special Issue on the Best of GECCO 2004

Editorial for the special issue on Particle Swarm Optimization

Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines

article published in 2010

Efficient evolution of asymmetric recurrent neural networks using a PDGP-inspired two-dimensional representation

scholarly article by João Carlos Figueira Pujol & Riccardo Poli published 1998 in Lecture Notes in Computer Science

Eigenbrains: The free vibrational modes of the brain as a new representation for EEG

article

Enhancement of Group Perception via a Collaborative Brain-Computer Interface.

scientific article published in June 2017

Event-Related Potentials induced by cuts in feature movies and their exploitation for understanding cut efficacy

Evolution of a Brain-Computer Interface Mouse via Genetic Programming

Evolution of human-competitive lossless compression algorithms with GP-zip2

scholarly article by Ahmed Kattan & Riccardo Poli published 3 March 2011 in Genetic Programming and Evolvable Machines

Evolutionary Synthesis of a Trajectory Integrator for an Analogue Brain-Computer Interface Mouse

Evolutionary computation teaching at Birmingham

article

Evolutionary lossless compression with GP-ZIP

Evolutionary synthesis of lossless compression algorithms with GP-zip3

scholarly article published July 2010

Evolving Problems to Learn About Particle Swarm Optimizers and Other Search Algorithms

scholarly article by W. B. Langdon & Riccardo Poli published October 2007 in IEEE Transactions on Evolutionary Computation

Evolving an Improved Algorithm for Envelope Reduction Using a Hyper-Heuristic Approach

Evolving timetabling heuristics using a grammar-based genetic programming hyper-heuristic framework

Exact Schema Theory and Markov Chain Models for Genetic Programming and Variable-length Genetic Algorithms with Homologous Crossover

scholarly article by Riccardo Poli et al published March 2004 in Genetic Programming and Evolvable Machines

Exact analysis of the sampling distribution for the canonical particle swarm optimiser and its convergence during stagnation

article published in 2007

Exploiting P300 amplitude variations can improve classification accuracy in Donchin's BCI speller

article published in 2009

Exploring extended particle swarms

Exploring multiple protocols for a brain-computer interface mouse

scientific article

Fitness causes bloat: Mutation

Fitness-proportional negative slope coefficient as a hardness measure for genetic algorithms

scholarly article published 2007

Free lunches for function and program induction

article

Free lunches for neural network search

General schema theory for genetic programming with subtree-swapping crossover: Part II.

scientific article published in January 2003

General schema theory for genetic programming with subtree-swapping crossover: part I.

scientific article

Generalisation of the limiting distribution of program sizes in tree-based genetic programming and analysis of its effects on bloat

scholarly article published 2007

Generating SAT Local-Search Heuristics Using a GP Hyper-Heuristic Framework

Genetic Programming

Genetic Programming

Genetic Programming for feature detection and image segmentation

Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications

article

Genetic algorithm-based interactive segmentation of 3D medical images

scholarly article by S. Cagnoni et al published October 1999 in Image and Vision Computing

Genetic design of optimum linear and nonlinear QRS detectors.

scientific article published in November 1995

Genetic programming bloat with dynamic fitness

Genetic programming theory

Genetic programming theory

article

Genetic-Programming Based Prediction of Data Compression Saving

Geometric Crossover for Biological Sequences

Geometric Particle Swarm Optimization

article published in 2008

Geometric particle swarm optimisation on binary and real spaces

Grammar-based genetic programming for timetabling

Group Augmentation in Realistic Visual-Search Decisions via a Hybrid Brain-Computer Interface.

scientific article published on 10 August 2017

How and why a bit-wise neutrality with and without locality affects evolutionary search

article

Hyperschema Theory for GP with One-Point Crossover, Building Blocks, and Some New Results in GA Theory

Improving decision-making based on visual perception via a collaborative brain-computer interface

Inc*: An Incremental Approach for Improving Local Search Heuristics

Information landscapes and problem hardness

article

Information landscapes and the analysis of search algorithms

scholarly article published 2005

Interactive segmentation of multi-dimensional medical data with contour-based application of genetic algorithms

scholarly article

Investigating a new paradigm for designing evolutionary optimisation algorithms using social behaviour evolution

scholarly article published 2011

Limitations of the fitness-proportional negative slope coefficient as a difficulty measure

Linear genetic programming of metaheuristics

Linear genetic programming of parsimonious metaheuristics

scientific article

Linear selection

Linear selection

Mapping non-conventional extensions of genetic programming

article

Markov chain models of bare-bones particle swarm optimizers

Mean and Variance of the Sampling Distribution of Particle Swarm Optimizers During Stagnation

Memory with Memory in Genetic Programming

Memory with Memory in Tree-Based Genetic Programming

Models of performance of evolutionary program induction algorithms based on indicators of problem difficulty

scientific article published on 8 August 2013

Morphological algorithm design for binary images using genetic programming

Multi-brain fusion and applications to intelligence analysis

Neutrality in evolutionary algorithms… What do we know?

scholarly article published 2 March 2011

Novel protocols for P300-based brain-computer interfaces

scientific article

Novel sequential protocols for a ERP based BCI mouse

article published in 2011

On the application of Genetic Programming to the envelope reduction problem

On the moments of the sampling distribution of particle swarm optimisers

Operator Equalisation and Bloat Free GP

P300-based BCI mouse with genetically-optimized analogue control

scientific article published in February 2008

Particle Swarms: The Second Decade

article by Riccardo Poli et al published 2008 in Journal of Artificial Evolution and Applications

Performance Models for Evolutionary Program Induction Algorithms Based on Problem Difficulty Indicators

scholarly article by Mario Graff & Riccardo Poli published 2011 in Lecture Notes in Computer Science

Practical Model of Genetic Programming’s Performance on Rational Symbolic Regression Problems

article

Practical performance models of algorithms in evolutionary program induction and other domains

scholarly article by Mario Graff & Riccardo Poli published October 2010 in Artificial Intelligence

Reaction-time binning: a simple method for increasing the resolving power of ERP averages

scientific article published on 11 January 2010

Recovery of 3D Closed Surfaces from Sparse Data

Recovery of 3D Closed Surfaces from Sparse Data

Recovery of the 3-D shape of the left ventricle from echocardiographic images.

scientific article published in January 1995

Robust mobile robot localisation from sparse and noisy proximity readings using Hough transform and probability grids

scholarly article in Robotics and Autonomous Systems, vol. 37 no. 1, October 2001

SEEDS, simultaneous recordings of high-density EMG and finger joint angles during multiple hand movements

scientific article published on 30 September 2019

SIM_AGENT: A toolkit for exploring agent designs

Self-adaptive hyperheuristic and greedy search

article

Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems

scientific article published in July 2017

Social adaptive groups

Sub-tree Swapping Crossover, Allele Diffusion and GP Convergence

Successfully and efficiently training deep multi-layer perceptrons with logistic activation function simply requires initializing the weights with an appropriate negative mean

scientific article published in 2022

Super-Human and Super-AI Cognitive Augmentation of Human and Human-AI Teams Assisted by Brain Computer Interfaces

scientific article published on 12 July 2023

Swarm intelligence theory: A snapshot of the state of the art

Swarm intelligence: the state of the art special issue of natural computing

article published in 2010

Taming the Complexity of Natural and Artificial Evolutionary Dynamics

article

The Effects of Constant Neutrality on Performance and Problem Hardness in GP

The Effects of Constant and Bit-Wise Neutrality on Problem Hardness, Fitness Distance Correlation and Phenotypic Mutation Rates

The Halting Probability in Von Neumann Architectures

article by W. B. Langdon & Riccardo Poli published 2006 in Lecture Notes in Computer Science

Theoretical derivation, analysis and empirical evaluation of a simpler Particle Swarm Optimiser

Theoretical results in genetic programming: the next ten years?

article

There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists

Toward subheuristic search

article

Towards cooperative brain-computer interfaces for space navigation

article

Towards the automated localisation of targets in rapid image-sifting by collaborative brain-computer interfaces

scientific article

Understanding particle swarm optimisation by evolving problem landscapes

Understanding the biases of generalised recombination: part I.

scientific article published in January 2006

Understanding the biases of generalised recombination: part II.

scientific article published in January 2007

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