Riccardo Poli
Orcid: 0000-0003-4612-0780Affiliations:
- University of Essex, UK
According to our database1,
Riccardo Poli
authored at least 229 papers
between 1991 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Incorrect Application of Yilmaz-Poli (2022) Initialisation Method in dePater-Mitici 2023 paper entitled "A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers".
Neural Networks, November, 2023
Super-Human and Super-AI Cognitive Augmentation of Human and Human-AI Teams Assisted by Brain Computer Interfaces.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
2022
Successfully and efficiently training deep multi-layer perceptrons with logistic activation function simply requires initializing the weights with an appropriate negative mean.
Neural Networks, 2022
2020
Proceedings of the 10th International Conference on Biomedical Engineering and Technology, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2020
2019
Target Detection in Video Feeds with Selected Dyads and Groups Assisted by Collaborative Brain-Computer Interfaces.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Collaborative Brain-Computer Interfaces to Enhance Group Decisions in an Outpost Surveillance Task.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Parametric Transfer Learning Based on the Fisher Divergence for Well-Being Prediction.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the IEEE Games, Entertainment, Media Conference, 2018
Proceedings of the Applications of Evolutionary Computation, 2018
Crosstalk Reduction in Epimysial EMG Recordings from Transhumeral Amputees with Principal Component Analysis.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE Trans. Biomed. Eng., 2017
Brain-Computer Interfaces for Detection and Localization of Targets in Aerial Images.
IEEE Trans. Biomed. Eng., 2017
Augmenting group performance in target-face recognition via collaborative brain-computer interfaces for surveillance applications.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017
Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 9th Computer Science and Electronic Engineering Conference, 2017
2016
Comparing EEG, its time-derivative and their joint use as features in a BCI for 2-D pointer control.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Addressing the envelope reduction of sparse matrices using a genetic programming system.
Comput. Optim. Appl., 2015
A collaborative Brain-Computer Interface to improve human performance in a visual search task.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
A collaborative Brain-Computer Interface for improving group detection of visual targets in complex natural environments.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Event-Related Potentials induced by cuts in feature movies and their exploitation for understanding cut efficacy.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
2014
Proceedings of the Theory and Principled Methods for the Design of Metaheuristics, 2014
Evolving an Improved Algorithm for Envelope Reduction Using a Hyper-Heuristic Approach.
IEEE Trans. Evol. Comput., 2014
A Model for Analysing the Collective Dynamic Behaviour and Characterising the Exploitation of Population-Based Algorithms.
Evol. Comput., 2014
Proceedings of the Evolution, Complexity and Artificial Life, 2014
2013
Models of Performance of Evolutionary Program Induction Algorithms Based on Indicators of Problem Difficulty.
Evol. Comput., 2013
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013
Improving decision-making based on visual perception via a collaborative brain-computer interface.
Proceedings of the IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2013
2012
Proceedings of the Handbook of Natural Computing, 2012
The Effects of Constant and Bit-Wise Neutrality on Problem Hardness, Fitness Distance Correlation and Phenotypic Mutation Rates.
IEEE Trans. Evol. Comput., 2012
A genetic programming approach to the evolution of brain-computer interfaces for 2-D mouse-pointer control.
Genet. Program. Evolvable Mach., 2012
A Genetic Programming Approach for Evolving Highly-Competitive General Algorithms for Envelope Reduction in Sparse Matrices.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
An Empirical Tool for Analysing the Collective Behaviour of Population-Based Algorithms.
Proceedings of the Applications of Evolutionary Computation, 2012
2011
Intelligenza Artificiale, 2011
Genet. Program. Evolvable Mach., 2011
A Hyper-Heuristic Approach to Evolving Algorithms for Bandwidth Reduction Based on Genetic Programming.
Proceedings of the Research and Development in Intelligent Systems XXVIII, 2011
Investigating a new paradigm for designing evolutionary optimisation algorithms using social behaviour evolution.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Social adaptive groups: a new approach for evolutionary optimisation based on social behaviour evolution.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Evolutionary Synthesis of a Trajectory Integrator for an Analogue Brain-Computer Interface Mouse.
Proceedings of the Applications of Evolutionary Computation, 2011
Proceedings of the Genetic Programming - 14th European Conference, 2011
Performance Models for Evolutionary Program Induction Algorithms Based on Problem Difficulty Indicators.
Proceedings of the Genetic Programming - 14th European Conference, 2011
2010
Theor. Comput. Sci., 2010
Nat. Comput., 2010
Genet. Program. Evolvable Mach., 2010
Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines.
Genet. Program. Evolvable Mach., 2010
Practical performance models of algorithms in evolutionary program induction and other domains.
Artif. Intell., 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Genetic Programming, 13th European Conference, 2010
Proceedings of the Genetic Programming, 13th European Conference, 2010
Proceedings of the Genetic Programming, 13th European Conference, 2010
Proceedings of the Genetic Programming, 13th European Conference, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Mean and Variance of the Sampling Distribution of Particle Swarm Optimizers During Stagnation.
IEEE Trans. Evol. Comput., 2009
Evolving timetabling heuristics using a grammar-based genetic programming hyper-heuristic framework.
Memetic Comput., 2009
IEEE Comput. Intell. Mag., 2009
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009
Detecting Localised Muscle Fatigue during Isometric Contraction using Genetic Programming.
Proceedings of the IJCCI 2009, 2009
Limitations of the fitness-proportional negative slope coefficient as a difficulty measure.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Foundations of Genetic Algorithms, 2009
Proceedings of the Genetic Programming, 12th European Conference, 2009
There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists.
Proceedings of the Genetic Programming, 12th European Conference, 2009
Proceedings of the Genetic Programming, 12th European Conference, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the Artifical Evolution, 2009
2008
Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications.
Proceedings of the Computational Intelligence: A Compendium, 2008
Int. J. Knowl. Based Intell. Eng. Syst., 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
The impact of population size on code growth in GP: analysis and empirical validation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2008
Proceedings of the Genetic Programming, 11th European Conference, 2008
Proceedings of the Genetic Programming, 11th European Conference, 2008
Practical Model of Genetic Programming's Performance on Rational Symbolic Regression Problems.
Proceedings of the Genetic Programming, 11th European Conference, 2008
Proceedings of the Genetic Programming, 11th European Conference, 2008
Proceedings of the Genetic Programming, 11th European Conference, 2008
Proceedings of the Theory of Evolutionary Algorithms, 27.01. - 01.02.2008, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
IEEE Trans. Evol. Comput., 2007
Evolving Problems to Learn About Particle Swarm Optimizers and Other Search Algorithms.
IEEE Trans. Evol. Comput., 2007
Fitness-proportional negative slope coefficient as a hardness measure for genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Exact analysis of the sampling distribution for the canonical particle swarm optimiser and its convergence during stagnation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
How and why a bit-wise neutrality with and without locality affects evolutionary search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Generalisation of the limiting distribution of program sizes in tree-based genetic programming and analysis of its effects on bloat.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Geometric particle swarm optimisation on binary and real spaces: from theory to practice.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Continuous Optimisation Theory Made Easy? Finite-Element Models of Evolutionary Strategies, Genetic Algorithms and Particle Swarm Optimizers.
Proceedings of the Foundations of Genetic Algorithms, 9th International Workshop, 2007
On the Effects of Bit-Wise Neutrality on Fitness Distance Correlation, Phenotypic Mutation Rates and Problem Hardness.
Proceedings of the Foundations of Genetic Algorithms, 9th International Workshop, 2007
Proceedings of the Foundations of Genetic Algorithms, 9th International Workshop, 2007
Proceedings of the Foundations of Genetic Algorithms, 9th International Workshop, 2007
Proceedings of the Applications of Evolutinary Computing, 2007
Proceedings of the Genetic Programming, 10th European Conference, 2007
Proceedings of the Genetic Programming, 10th European Conference, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Theoretical derivation, analysis and empirical evaluation of a simpler Particle Swarm Optimiser.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the Artificial Evolution, 2007
Proceedings of the Artificial Evolution, 2007
2006
Genetic and Evolutionary Computation.
Intelligenza Artificiale, 2006
Genet. Program. Evolvable Mach., 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic Programming, 9th European Conference, 2006
Proceedings of the Genetic Programming, 9th European Conference, 2006
Proceedings of the Theory of Evolutionary Algorithms, 05.02. - 10.02.2006, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006
2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Tournament Selection, Iterated Coupon-Collection Problem, and Backward-Chaining Evolutionary Algorithms.
Proceedings of the Foundations of Genetic Algorithms, 8th International Workshop, 2005
Proceedings of the Genetic Programming, 8th European Conference, 2005
Coarse graining in an evolutionary algorithm with recombination, duplication and inversion.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Exact Schema Theory and Markov Chain Models for Genetic Programming and Variable-length Genetic Algorithms with Homologous Crossover.
Genet. Program. Evolvable Mach., 2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the Genetic Programming, 7th European Conference, 2004
Proceedings of the Genetic Programming, 7th European Conference, 2004
2003
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part II.
Evol. Comput., 2003
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part I.
Evol. Comput., 2003
Proceedings of the Applications of Evolutionary Computing, 2003
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003
2002
A Fixed Point Analysis Of A Gene Pool GA With Mutation.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Exact Results From A Coarse Grained Formulation Of The Dynamics Of Variable-length Genetic Algorithms.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
On The Search Biases Of Homologuous Crossover In Linear Genetic Programming And Variable-length Genetic Algorithms.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Using Schema Theory To Explore Interactions Of Multiple Operators.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Crossover Operators For A Hardware Implementation Of GP Using FPGAs And Handel-C.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Bistability in a Gene Pool GA with Mutation.
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, 2002
A Schema-Theory-Based Extension of Geiringer's Theorem for Linear GP and Varialbe-length GAs under Homologous Crossover.
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, 2002
Editorial Introduction.
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, 2002
Allele Diffusion in Linear Genetic Programming and Variable-Length Genetic Algorithms with Subtree Crossover.
Proceedings of the Genetic Programming, 5th European Conference, 2002
2001
Robust mobile robot localisation from sparse and noisy proximity readings using Hough transform and probability grids.
Robotics Auton. Syst., 2001
Exact Schema Theory for Genetic Programming and Variable-Length Genetic Algorithms with One-Point Crossover.
Genet. Program. Evolvable Mach., 2001
Exact Schema Theorems for GP with One-Point and Standard Crossover Operating on Linear Structures and Their Application to the Study of the Evolution of Size.
Proceedings of the Genetic Programming, 4th European Conference, 2001
Proceedings of the Genetic Programming, 4th European Conference, 2001
A Schema Theory Analysis of the Evolution of Size in Genetic Programming with Linear Representations.
Proceedings of the Genetic Programming, 4th European Conference, 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
A schema theory analysis of mutation size biases in genetic programming with linear representations.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
2000
Solving High-Order Boolean Parity Problems with Smooth Uniform Crossover, Sub-Machine Code GP and Demes.
Genet. Program. Evolvable Mach., 2000
Exact Schema Theorem and Effective Fitness for GP with One-Point Crossover.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
Recursive Conditional Schema Theorem, Convergence and Population Sizing in Genetic Algorithms.
Proceedings of the Sixth Workshop on Foundations of Genetic Algorithms, 2000
Hyperschema Theory for GP with One-Point Crossover, Building Blocks, and Some New Results in GA Theory.
Proceedings of the Genetic Programming, European Conference, 2000
1999
Image Vis. Comput., 1999
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999
Learning a Navigation Task in Changing Environments by Multi-task Reinforcement Learning.
Proceedings of the Advances in Robot Learning, 8th European Workshop on Learning Robots, 1999
Genetic Programming Discovers Efficient Learning Rules for the Hidden and Output Layers of Freeforward Neural Networks.
Proceedings of the Genetic Programming, 1999
Proceedings of the Genetic Programming, 1999
Smooth Uniform Crossover with Smooth Point Mutation in Genetic Programming: A Preliminary Study.
Proceedings of the Genetic Programming, 1999
Semiotic Aspects of Generalized Bases of Data.
Proceedings of the Information Modelling and Knowledge Bases XI: 9th European-Japanese Conferences on Information Modelling and Knowledge Bases, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
Evol. Comput., 1998
Evolving the Topology and the Weights of Neural Networks Using a Dual Representation.
Appl. Intell., 1998
Efficient Evolution of Asymmetric Recurrent Neural Networks Using a PDGP-inspired Two-Dimensional Representation.
Proceedings of the Genetic Programming, First European Workshop, 1998
Proceedings of the Genetic Programming, First European Workshop, 1998
Proceedings of the Genetic Programming, First European Workshop, 1998
Proceedings of the Genetic Programming, First European Workshop, 1998
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
1997
An Experimental Analysis of Schema Creation, Propagation and Disruption in Genetic Programming.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
Evolution of Graph-Like Programs with Parallel Distributed Genetic Programming.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
Discovery of Symbolic, Neuro-Symbolic and Neural Networks with Parallel Distributed Genetic Programming.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997
Proceedings of the Learning Robots, 6th European Workshop, 1997
Parallel Distributed Genetic Programming Applied to the Evolution of Natural Language Recognisers.
Proceedings of the Evolutionary Computing, 1997
1996
Proceedings of the Evolutionary Computing, 1996
1995
IEEE Trans. Medical Imaging, 1995
Proceedings of the Progress in Artificial Intelligence, 1995
Proceedings of the Intelligent Agents II, 1995
1994
Interactive Segmentation of Multi-Dimensional Medical Data with Contour-Based Application of Genetic Algorithms.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
IEEE Trans. Pattern Anal. Mach. Intell., 1993
1991
Computer, 1991