Riccardo Poli

ORCID

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 26

Top Venues

Publications

Riccardo Poli
Super-Human and Super-AI Cognitive Augmentation of Human and Human-AI Teams Assisted by Brain Computer Interfaces. GECCO (2023)
Riccardo Poli, Ahmet Yilmaz
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 168 (2023)
Ahmet Yilmaz, Riccardo Poli
Successfully and efficiently training deep multi-layer perceptrons with logistic activation function simply requires initializing the weights with an appropriate negative mean. Neural Networks 153 (2022)
Milan Rybár, Ian Daly, Riccardo Poli
Potential pitfalls of widely used implementations of common spatial patterns. EMBC (2020)
Jacobo Fernández-Vargas, Davide Valeriani, Caterina Cinel, Nitin Sadras, Parima Ahmadipour, Maryam M. Shanechi, Luca Citi, Riccardo Poli
Confidence Prediction from EEG Recordings in a Multisensory Environment. ICBET (2020)
Caterina Cinel, Jacobo Fernández-Vargas, Luca Citi, Riccardo Poli
Benefits of Multisensory Cues in a Realistic Target Discrimination Task. CogSIMA (2020)
Saugat Bhattacharyya, Davide Valeriani, Caterina Cinel, Luca Citi, Riccardo Poli
Target Detection in Video Feeds with Selected Dyads and Groups Assisted by Collaborative Brain-Computer Interfaces. NER (2019)
Eirini Christinaki, Tasos Papastylianou, Riccardo Poli, Luca Citi
Parametric Transfer Learning Based on the Fisher Divergence for Well-Being Prediction. BIBE (2019)
Saugat Bhattacharyya, Davide Valeriani, Caterina Cinel, Luca Citi, Riccardo Poli
Collaborative Brain-Computer Interfaces to Enhance Group Decisions in an Outpost Surveillance Task. EMBC (2019)
Ana Matran-Fernandez, Enzo Mastinu, Riccardo Poli, Max Ortiz-Catalan, Luca Citi
Crosstalk Reduction in Epimysial EMG Recordings from Transhumeral Amputees with Principal Component Analysis. EMBC (2018)
Mihail Morosan, Riccardo Poli
Lessons from Testing an Evolutionary Automated Game Balancer in Industry. GEM (2018)
Andrei Iacob, Mihail Morosan, Francisco Sepulveda, Riccardo Poli
Genetic optimisation of BCI systems for identifying games related cognitive states. GECCO (Companion) (2018)
Eirini Christinaki, Riccardo Poli, Luca Citi
Bayesian Transfer Learning for the Prediction of Self-reported Well-being Scores. EMBC (2018)
Mihail Morosan, Riccardo Poli
Online-Trained Fitness Approximators for Real-World Game Balancing. EvoApplications (2018)
Xinyang Li, Riccardo Poli, Gaetano Valenza, Enzo Pasquale Scilingo, Luca Citi
Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems. EMBC (2017)
Davide Valeriani, Caterina Cinel, Riccardo Poli
Augmenting group performance in target-face recognition via collaborative brain-computer interfaces for surveillance applications. NER (2017)
Mihail Morosan, Riccardo Poli
Automated Game Balancing in Ms PacMan and StarCraft Using Evolutionary Algorithms. EvoApplications (1) (2017)
Ana Matran-Fernandez, Riccardo Poli
Brain-Computer Interfaces for Detection and Localization of Targets in Aerial Images. IEEE Trans. Biomed. Eng. 64 (4) (2017)
Davide Valeriani, Riccardo Poli, Caterina Cinel
Enhancement of Group Perception via a Collaborative Brain-Computer Interface. IEEE Trans. Biomed. Eng. 64 (6) (2017)
Mihail Morosan, Riccardo Poli
Speeding up genetic algorithm-based game balancing using fitness predictors. GECCO (Companion) (2017)
Mihail Morosan, Riccardo Poli
Evolving a designer-balanced neural network for Ms PacMan. CEEC (2017)
Dimitrios Andreou, Riccardo Poli
Comparing EEG, its time-derivative and their joint use as features in a BCI for 2-D pointer control. EMBC (2016)
Behrooz Koohestani, Riccardo Poli
Addressing the envelope reduction of sparse matrices using a genetic programming system. Comput. Optim. Appl. 60 (3) (2015)
Davide Valeriani, Riccardo Poli, Caterina Cinel
A collaborative Brain-Computer Interface for improving group detection of visual targets in complex natural environments. NER (2015)
Davide Valeriani, Riccardo Poli, Caterina Cinel
A collaborative Brain-Computer Interface to improve human performance in a visual search task. NER (2015)
Ana Matran-Fernandez, Riccardo Poli
Event-Related Potentials induced by cuts in feature movies and their exploitation for understanding cut efficacy. NER (2015)
Mikdam Turkey, Riccardo Poli
A Model for Analysing the Collective Dynamic Behaviour and Characterising the Exploitation of Population-Based Algorithms. Evol. Comput. 22 (1) (2014)
Behrooz Koohestani, Riccardo Poli
Evolving an Improved Algorithm for Envelope Reduction Using a Hyper-Heuristic Approach. IEEE Trans. Evol. Comput. 18 (4) (2014)
Mario Graff, Riccardo Poli, Juan J. Flores
Models of Performance of Evolutionary Program Induction Algorithms Based on Indicators of Problem Difficulty. Evol. Comput. 21 (4) (2013)
Riccardo Poli, Caterina Cinel, Ana Matran-Fernandez, Francisco Sepulveda, Adrian Stoica
Towards cooperative brain-computer interfaces for space navigation. IUI (2013)
Riccardo Poli, Caterina Cinel, Francisco Sepulveda, Adrian Stoica
Improving decision-making based on visual perception via a collaborative brain-computer interface. CogSIMA (2013)
Riccardo Poli, Mathew Salvaris, Caterina Cinel
A genetic programming approach to the evolution of brain-computer interfaces for 2-D mouse-pointer control. Genet. Program. Evolvable Mach. 13 (3) (2012)
Riccardo Poli, Edgar Galván López
The Effects of Constant and Bit-Wise Neutrality on Problem Hardness, Fitness Distance Correlation and Phenotypic Mutation Rates. IEEE Trans. Evol. Comput. 16 (2) (2012)
Behrooz Koohestani, Riccardo Poli
A Genetic Programming Approach for Evolving Highly-Competitive General Algorithms for Envelope Reduction in Sparse Matrices. PPSN (2) (2012)
Mikdam Turkey, Riccardo Poli
An Empirical Tool for Analysing the Collective Behaviour of Population-Based Algorithms. EvoApplications (2012)
Mikdam Turkey, Riccardo Poli
A social behaviour evolution approach for evolutionary optimisation. GECCO (Companion) (2011)
Riccardo Poli, Mathew Salvaris, Caterina Cinel
Evolution of a Brain-Computer Interface Mouse via Genetic Programming. EuroGP (2011)
Alberto Moraglio, Riccardo Poli
Geometric crossover for the permutation representation. Intelligenza Artificiale 5 (1) (2011)
Mario Graff, Riccardo Poli
Performance Models for Evolutionary Program Induction Algorithms Based on Problem Difficulty Indicators. EuroGP (2011)
Behrooz Koohestani, Riccardo Poli
A Hyper-Heuristic Approach to Evolving Algorithms for Bandwidth Reduction Based on Genetic Programming. SGAI Conf. (2011)
Mikdam Turkey, Riccardo Poli
Investigating a new paradigm for designing evolutionary optimisation algorithms using social behaviour evolution. GECCO (Companion) (2011)
Edgar Galván López, Riccardo Poli, Ahmed Kattan, Michael O'Neill, Anthony Brabazon
Neutrality in evolutionary algorithms... What do we know? Evol. Syst. 2 (3) (2011)
Ahmed Kattan, Riccardo Poli
Evolution of human-competitive lossless compression algorithms with GP-zip2. Genet. Program. Evolvable Mach. 12 (4) (2011)
Mikdam Turkey, Riccardo Poli
Social adaptive groups: a new approach for evolutionary optimisation based on social behaviour evolution. GECCO (Companion) (2011)
Riccardo Poli, Mathew Salvaris, Caterina Cinel
Evolutionary Synthesis of a Trajectory Integrator for an Analogue Brain-Computer Interface Mouse. EvoApplications (1) (2011)
Eric Bonabeau, David Corne, Riccardo Poli
Swarm intelligence: the state of the art special issue of natural computing. Nat. Comput. 9 (3) (2010)
Mario Graff, Riccardo Poli
Practical performance models of algorithms in evolutionary program induction and other domains. Artif. Intell. 174 (15) (2010)
Julian F. Miller, Riccardo Poli
Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines. Genet. Program. Evolvable Mach. 11 (3-4) (2010)
Stephen Dignum, Riccardo Poli
Sub-tree Swapping Crossover and Arity Histogram Distributions. EuroGP (2010)
Ahmed Kattan, Riccardo Poli
Evolutionary synthesis of lossless compression algorithms with GP-zip3. IEEE Congress on Evolutionary Computation (2010)
Eric Bonabeau, David W. Corne, Joshua D. Knowles, Riccardo Poli
Swarm intelligence theory: A snapshot of the state of the art. Theor. Comput. Sci. 411 (21) (2010)
Riccardo Poli
Genetic programming theory. GECCO (Companion) (2010)
Riccardo Poli
Solution-Locked Averages and Solution-Time Binning in Genetic Programming. EuroGP (2010)
Riccardo Poli, Leonardo Vanneschi, William B. Langdon, Nicholas Freitag McPhee
Theoretical results in genetic programming: the next ten years? Genet. Program. Evolvable Mach. 11 (3-4) (2010)
Ahmed Kattan, Edgar Galván López, Riccardo Poli, Michael O'Neill
GP-Fileprints: File Types Detection Using Genetic Programming. EuroGP (2010)
Ahmed Kattan, Alexandros Agapitos, Riccardo Poli
Unsupervised Problem Decomposition Using Genetic Programming. EuroGP (2010)
Behrooz Koohestani, Riccardo Poli
A Genetic Programming Approach to the Matrix Bandwidth-Minimization Problem. PPSN (2) (2010)
Riccardo Poli
Mean and Variance of the Sampling Distribution of Particle Swarm Optimizers During Stagnation. IEEE Trans. Evol. Comput. 13 (4) (2009)
Riccardo Poli, William B. Langdon
Genetic programming theory I & II. GECCO (Companion) (2009)
Riccardo Poli, Mario Graff, Nicholas Freitag McPhee
Free lunches for function and program induction. FOGA (2009)
Riccardo Poli, Nicholas Freitag McPhee, Luca Citi, Ellery Fussell Crane
Memory with Memory in Tree-Based Genetic Programming. EuroGP (2009)
Mohamed Bahy Bader-El-Den, Riccardo Poli
Grammar-based genetic programming for timetabling. IEEE Congress on Evolutionary Computation (2009)
Riccardo Poli, Mario Graff
Free lunches for neural network search. GECCO (2009)
Nicholas Freitag McPhee, Ellery Fussell Crane, Sara E. Lahr, Riccardo Poli
Developmental plasticity in linear genetic programming. GECCO (2009)
Riccardo Poli, Nicholas Freitag McPhee
Introduction to genetic programming. GECCO (Companion) (2009)
Mario Graff, Riccardo Poli
Automatic Creation of Taxonomies of Genetic Programming Systems. EuroGP (2009)
Riccardo Poli, Mario Graff
There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists. EuroGP (2009)
Leonardo Vanneschi, Andrea Valsecchi, Riccardo Poli
Limitations of the fitness-proportional negative slope coefficient as a difficulty measure. GECCO (2009)
Riccardo Poli, Andries P. Engelbrecht, James Kennedy
Editorial for the special issue on Particle Swarm Optimization. Swarm Intell. 3 (4) (2009)
Mohamed Bahy Bader-El-Den, Riccardo Poli, Shaheen Fatima
Evolving timetabling heuristics using a grammar-based genetic programming hyper-heuristic framework. Memetic Comput. 1 (3) (2009)
Riccardo Poli, Luca Citi, Francisco Sepulveda, Caterina Cinel
Analogue evolutionary brain computer interfaces [Application Notes]. IEEE Comput. Intell. Mag. 4 (4) (2009)
Ahmed Kattan, Riccardo Poli
Genetic-Programming Based Prediction of Data Compression Saving. Artificial Evolution (2009)
Ahmed Kattan, Mohammed R. Al-Mulla, Francisco Sepulveda, Riccardo Poli
Detecting Localised Muscle Fatigue during Isometric Contraction using Genetic Programming. IJCCI (2009)
Edgar Galván López, Riccardo Poli
An Empirical Investigation of How Degree Neutrality Affects GP Search. MICAI (2009)
William B. Langdon, Riccardo Poli, Wolfgang Banzhaf
An Eigen analysis of the GP community. Genet. Program. Evolvable Mach. 9 (3) (2008)
Edgar Galván López, Stephen Dignum, Riccardo Poli
The Effects of Constant Neutrality on Performance and Problem Hardness in GP. EuroGP (2008)
William B. Langdon, Riccardo Poli
Mapping non-conventional extensions of genetic programming. Nat. Comput. 7 (1) (2008)
Riccardo Poli
Genetic programming theory. GECCO (Companion) (2008)
Robert E. Keller, Riccardo Poli
Toward subheuristic search. IEEE Congress on Evolutionary Computation (2008)
Stephen Dignum, Riccardo Poli
Crossover, Sampling, Bloat and the Harmful Effects of Size Limits. EuroGP (2008)
Nicholas Freitag McPhee, Riccardo Poli
Memory with memory: soft assignment in genetic programming. GECCO (2008)
Nicholas Freitag McPhee, Riccardo Poli
N-gram GP: Early results and half-baked ideas. Theory of Evolutionary Algorithms (2008)
Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi
Elitism reduces bloat in genetic programming. GECCO (2008)
Stephen Dignum, Riccardo Poli
Sub-tree Swapping Crossover, Allele Diffusion and GP Convergence. PPSN (2008)
Robert E. Keller, Riccardo Poli
Self-adaptive hyperheuristic and greedy search. IEEE Congress on Evolutionary Computation (2008)
João Carlos Figueira Pujol, Riccardo Poli
Parameter Mapping: A genetic programming approach to function optimization. Int. J. Knowl. Based Intell. Eng. Syst. 12 (1) (2008)
Riccardo Poli, Nicholas Freitag McPhee
Parsimony pressure made easy. GECCO (2008)
Stephen Dignum, Riccardo Poli
Operator Equalisation and Bloat Free GP. EuroGP (2008)
Ahmed Kattan, Riccardo Poli
Evolutionary lossless compression with GP-ZIP*. GECCO (2008)
Mohamed Bahy Bader-El-Den, Riccardo Poli
Inc*: An Incremental Approach for Improving Local Search Heuristics. EvoCOP (2008)
Riccardo Poli, Nicholas Freitag McPhee
A Linear Estimation-of-Distribution GP System. EuroGP (2008)
Mohamed Bahy Bader-El-Den, Riccardo Poli
Analysis and extension of the Inc* on the satisfiability testing problem. IEEE Congress on Evolutionary Computation (2008)
Mario Graff, Riccardo Poli
Practical Model of Genetic Programming's Performance on Rational Symbolic Regression Problems. EuroGP (2008)
Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi
The impact of population size on code growth in GP: analysis and empirical validation. GECCO (2008)
Robert E. Keller, Riccardo Poli
Subheuristic search and scalability in a hyperheuristic. GECCO (2008)
Ahmed Kattan, Riccardo Poli
Evolutionary lossless compression with GP-ZIP. IEEE Congress on Evolutionary Computation (2008)
Mohamed Bahy Bader-El-Den, Riccardo Poli
Evolving heuristics with genetic programming. GECCO (2008)
Stephen Dignum, Riccardo Poli
Generalisation of the limiting distribution of program sizes in tree-based genetic programming and analysis of its effects on bloat. GECCO (2007)
Riccardo Poli, John R. Woodward, Edmund K. Burke
A histogram-matching approach to the evolution of bin-packing strategies. IEEE Congress on Evolutionary Computation (2007)
Robert E. Keller, Riccardo Poli
Cost-Benefit Investigation of a Genetic-Programming Hyperheuristic. Artificial Evolution (2007)

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Publication Activity (10 Years)

Top Topics

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Riccardo Poli