Ferrante Neri

Orcid: 0000-0002-6100-6532

Affiliations:
  • De Montfort University, Leicester, UK


According to our database1, Ferrante Neri authored at least 177 papers between 2005 and 2024.

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Bibliography

2024
A Grammar-based multi-objective neuroevolutionary algorithm to generate fully convolutional networks with novel topologies.
Appl. Soft Comput., December, 2024

Crowd Counting Using Meta-Test-Time Adaptation.
Int. J. Neural Syst., November, 2024

Differentiable Architecture Search With Attention Mechanisms for Generative Adversarial Networks.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2024

Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing.
IEEE Trans. Evol. Comput., June, 2024

An Asynchronous Spiking Neural Membrane System for Edge Detection.
Int. J. Neural Syst., June, 2024

Entropy-Weighted Numerical Gradient Optimization Spiking Neural System for Biped Robot Control.
Int. J. Neural Syst., June, 2024

Introduction.
Int. J. Neural Syst., June, 2024

A multi-agent optimization algorithm and its application to training multilayer perceptron models.
Evol. Syst., June, 2024

Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification.
Int. J. Neural Syst., March, 2024

Improved Differentiable Architecture Search With Multi-Stage Progressive Partial Channel Connections.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Uncertainty-aware trustworthy weather-driven failure risk predictor for overhead contact lines.
Reliab. Eng. Syst. Saf., February, 2024

A data-driven optimisation method for a class of problems with redundant variables and indefinite objective functions.
Inf. Sci., January, 2024

A spatio-temporal fusion deep learning network with application to lightning nowcasting.
Integr. Comput. Aided Eng., 2024

Deep deterministic policy gradient with constraints for gait optimisation of biped robots.
Integr. Comput. Aided Eng., 2024

Progressive Neural Predictor with Score-Based Sampling.
Proceedings of the International Joint Conference on Neural Networks, 2024

Surrogate-Assisted Evolutionary Neural Architecture Search with Isomorphic Training and Prediction.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Characterising Deep Learning Loss Landscapes with Local Optima Networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Multi-Optimiser Training for GANs Based on Evolutionary Computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

An Experimental Analysis on Automated Machine Learning for Software Defect Prediction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
An external attention-based feature ranker for large-scale feature selection.
Knowl. Based Syst., December, 2023

A hybrid training algorithm based on gradient descent and evolutionary computation.
Appl. Intell., September, 2023

Convolutional neural network pruning based on multi-objective feature map selection for image classification.
Appl. Soft Comput., May, 2023

A feature selection approach based on NSGA-II with ReliefF.
Appl. Soft Comput., February, 2023

A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation.
Int. J. Neural Syst., 2023

A human-simulated fuzzy membrane approach for the joint controller of walking biped robots.
Integr. Comput. Aided Eng., 2023

Continuously evolving dropout with multi-objective evolutionary optimisation.
Eng. Appl. Artif. Intell., 2023

Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Homeomorphism Alignment for Unsupervised Domain Adaptation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Fitness Landscape Analysis of Genetic Programming Search Spaces with Local Optima Networks.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

A Fitness Landscape Analysis Approach for Reinforcement Learning in the Control of the Coupled Inverted Pendulum Task.
Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

2022
Multi-Objective Feature Selection With Missing Data in Classification.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

SPMS-ALS: A Single-Point Memetic structure with accelerated local search for instance reduction.
Swarm Evol. Comput., 2022

Generalised Pattern Search with Restarting Fitness Landscape Analysis.
SN Comput. Sci., 2022

An adaptive kernelized correlation filters with multiple features in the tracking application.
J. Vis. Commun. Image Represent., 2022

An ensemble of differential evolution and Adam for training feed-forward neural networks.
Inf. Sci., 2022

A Layered Spiking Neural System for Classification Problems.
Int. J. Neural Syst., 2022

Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers.
Int. J. Neural Syst., 2022

On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request.
Int. J. Neural Syst., 2022

A self-adaptive multi-objective feature selection approach for classification problems.
Integr. Comput. Aided Eng., 2022

A multi-objective evolutionary algorithm with interval based initialization and self-adaptive crossover operator for large-scale feature selection in classification.
Appl. Soft Comput., 2022

A Fitness Landscape Analysis of the LeNet-5 Loss Function.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Accelerated pattern search with variable solution size for simultaneous instance selection and generation.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

A Study on Six Memetic Strategies for Multimodal Optimisation by Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021
Generalised Pattern Search Based on Covariance Matrix Diagonalisation.
SN Comput. Sci., 2021

Teaching Mathematics to Computer Scientists: Reflections and a Case Study.
SN Comput. Sci., 2021

An Adaptive Optimization Spiking Neural P System for Binary Problems.
Int. J. Neural Syst., 2021

A Complete Arithmetic Calculator Constructed from Spiking Neural P Systems and its Application to Information Fusion.
Int. J. Neural Syst., 2021

Self-Adaptive Particle Swarm Optimization-Based Echo State Network for Time Series Prediction.
Int. J. Neural Syst., 2021

A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks.
Int. J. Neural Syst., 2021

Introduction.
Int. J. Neural Syst., 2021

Multi-behaviors coordination controller design with enzymatic numerical P systems for robots.
Integr. Comput. Aided Eng., 2021

Intrusion Detection System Based on an Updated ANN Model.
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021

Global Rate-distortion Optimization of Video-based Point Cloud Compression with Differential Evolution.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Model-Based Rate-Distortion Optimized Video-Based Point Cloud Compression with Differential Evolution.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Adaptive Covariance Pattern Search.
Proceedings of the Applications of Evolutionary Computation, 2021

Covariance Pattern Search with Eigenvalue-determined Radii.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
On Algorithmic Descriptions and Software Implementations for Multi-objective Optimisation: A Comparative Study.
SN Comput. Sci., 2020

An Outstanding Platform to Advance a Multifaceted Discipline.
Int. J. Neural Syst., 2020

A membrane parallel rapidly-exploring random tree algorithm for robotic motion planning.
Integr. Comput. Aided Eng., 2020

A Local Search with a Surrogate Assisted Option for Instance Reduction.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

A Local Search for Numerical Optimisation Based on Covariance Matrix Diagonalisation.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Covariance Local Search for Memetic Frameworks: A Fitness Landscape Analysis Approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

An Adaptive Memetic P System to Solve the 0/1 Knapsack Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A study on rotation invariance in differential evolution.
Swarm Evol. Comput., 2019

Editorial of the special issue on differential evolution.
Swarm Evol. Comput., 2019

HyperSPAM: A study on hyper-heuristic coordination strategies in the continuous domain.
Inf. Sci., 2019

Cloud-assisted secure eHealth systems for tamper-proofing EHR via blockchain.
Inf. Sci., 2019

A multi-aperture optical flow estimation method for an artificial compound eye.
Integr. Comput. Aided Eng., 2019

Linear Algebra for Computational Sciences and Engineering, Second Edition
Springer, ISBN: 978-3-030-21320-6, 2019

2018
Algorithmic design issues in adaptive differential evolution schemes: Review and taxonomy.
Swarm Evol. Comput., 2018

Simplified and Yet Turing Universal Spiking Neural P Systems with Communication on Request.
Int. J. Neural Syst., 2018

Geometry based three-dimensional image processing method for electronic cluster eye.
Integr. Comput. Aided Eng., 2018

Rotation Invariance and Rotated Problems: An Experimental Study on Differential Evolution.
Proceedings of the Applications of Evolutionary Computation, 2018

2017
A fast hypervolume driven selection mechanism for many-objective optimisation problems.
Swarm Evol. Comput., 2017

Spiking Neural <i>P</i> Systems with Communication on Request.
Int. J. Neural Syst., 2017

Progressive preference articulation for decision making in multi-objective optimisation problems.
Integr. Comput. Aided Eng., 2017

Artificial compound eye: a survey of the state-of-the-art.
Artif. Intell. Rev., 2017

Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction Among Variables.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

2016
Towards Artificial Speech Therapy: A Neural System for Impaired Speech Segmentation.
Int. J. Neural Syst., 2016

Design and implementation of membrane controllers for trajectory tracking of nonholonomic wheeled mobile robots.
Integr. Comput. Aided Eng., 2016

Covariance matrix adaptation pareto archived evolution strategy with hypervolume-sorted adaptive grid algorithm.
Integr. Comput. Aided Eng., 2016

Linear Algebra for Computational Sciences and Engineering
Springer, ISBN: 978-3-319-40341-0, 2016

2015
Cluster-Based Population Initialization for differential evolution frameworks.
Inf. Sci., 2015

Multicriteria adaptive differential evolution for global numerical optimization.
Integr. Comput. Aided Eng., 2015

Adaptive Differential Evolution Applied to Point Matching 2D GIS Data.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Continuous Parameter Pools in Ensemble Differential Evolution.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Scalable Hierarchical Clustering: Twister Tries with a Posteriori Trie Elimination.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

An adaptive local search algorithm for real-valued dynamic optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
An analysis on separability for Memetic Computing automatic design.
Inf. Sci., 2014

An Optimization Spiking Neural P System for Approximately Solving Combinatorial Optimization Problems.
Int. J. Neural Syst., 2014

Multi-Strategy coevolving aging Particle Optimization.
Int. J. Neural Syst., 2014

Changing factor based food sources in artificial bee colony.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

Differential evolution schemes for speech segmentation: A comparative study.
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

Robust impaired speech segmentation using neural network mixture model.
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

Two local search components that move along the axes for memetic computing frameworks.
Proceedings of the 2014 IEEE Symposium on Foundations of Computational Intelligence, 2014

A Separability Prototype for Automatic Memes with Adaptive Operator Selection.
Proceedings of the 2014 IEEE Symposium on Foundations of Computational Intelligence, 2014

A Differential Evolution Framework with Ensemble of Parameters and Strategies and Pool of Local Search Algorithms.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Analysis of gray scale watermark in RGB host using SVD and PSO.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014

2013
Compact Optimization.
Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 2013

Re-sampled inheritance search: high performance despite the simplicity.
Soft Comput., 2013

Compact Particle Swarm Optimization.
Inf. Sci., 2013

Enhancing distributed differential evolution with multicultural migration for global numerical optimization.
Inf. Sci., 2013

Parallel memetic structures.
Inf. Sci., 2013

Memory-saving memetic computing for path-following mobile robots.
Appl. Soft Comput., 2013

A study on scale factor/crossover interaction in distributed differential evolution.
Artif. Intell. Rev., 2013

Micro-differential evolution with extra moves along the axes.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

Re-sampling search: A seriously simple memetic approach with a high performance.
Proceedings of the 2013 IEEE Workshop on Memetic Computing, 2013

Differential Evolution with Concurrent Fitness Based Local Search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Single particle algorithms for continuous optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Super-fit Multicriteria Adaptive Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A CMA-ES super-fit scheme for the re-sampled inheritance search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Local Search.
Proceedings of the Handbook of Memetic Algorithms, 2012

A Primer on Memetic Algorithms.
Proceedings of the Handbook of Memetic Algorithms, 2012

Basic Concepts.
Proceedings of the Handbook of Memetic Algorithms, 2012

Diversity Management in Memetic Algorithms.
Proceedings of the Handbook of Memetic Algorithms, 2012

Memetic Algorithms in Continuous Optimization.
Proceedings of the Handbook of Memetic Algorithms, 2012

Memetic Algorithms in Engineering and Design.
Proceedings of the Handbook of Memetic Algorithms, 2012

Memetic algorithms and memetic computing optimization: A literature review.
Swarm Evol. Comput., 2012

Compact Differential Evolution Light: High Performance Despite Limited Memory Requirement and Modest Computational Overhead.
J. Comput. Sci. Technol., 2012

Ockham's Razor in memetic computing: Three stage optimal memetic exploration.
Inf. Sci., 2012

Noise analysis compact differential evolution.
Int. J. Syst. Sci., 2012

Computational intelligence optimisation in the presence of uncertainties.
Int. J. Syst. Sci., 2012

Nature That Breeds Solutions.
Int. J. Signs Semiot. Syst., 2012

Meta-Lamarckian learning in three stage optimal memetic exploration.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

The importance of being structured: A comparative study on multi stage memetic approaches.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

Three variants of three Stage Optimal Memetic Exploration for handling non-separable fitness landscapes.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

Contiguous Binomial Crossover in Differential Evolution.
Proceedings of the Swarm and Evolutionary Computation, 2012

Compact Bacterial Foraging Optimization.
Proceedings of the Swarm and Evolutionary Computation, 2012

Evolutionary Regression Machines for Precision Agriculture.
Proceedings of the Applications of Evolutionary Computation, 2012

Robot Base Disturbance Optimization with Compact Differential Evolution Light.
Proceedings of the Applications of Evolutionary Computation, 2012

Evolutionary Optimization.
Proceedings of the Variants of Evolutionary Algorithms for Real-World Applications, 2012

2011
Compact Differential Evolution.
IEEE Trans. Evol. Comput., 2011

Shuffle or update parallel differential evolution for large-scale optimization.
Soft Comput., 2011

A study on scale factor in distributed differential evolution.
Inf. Sci., 2011

Disturbed Exploitation compact Differential Evolution for limited memory optimization problems.
Inf. Sci., 2011

Composed compact differential evolution.
Evol. Intell., 2011

Global supervision for compact Differential Evolution.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Super-fit and population size reduction in compact Differential Evolution.
Proceedings of the 2011 IEEE Workshop on Memetic Computing, 2011

Advanced Metaheuristic Approaches and Population Doping for a Novel Modeling-Based Method of Positron Emission Tomography Data Analysis.
Proceedings of the Applications of Evolutionary Computation, 2011

Opposition-Based Learning in Compact Differential Evolution.
Proceedings of the Applications of Evolutionary Computation, 2011

Ensemble strategies in Compact Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Optimization of Delayed-State Kalman-Filter-Based Algorithm via Differential Evolution for Sensorless Control of Induction Motors.
IEEE Trans. Ind. Electron., 2010

Scale factor inheritance mechanism in distributed differential evolution.
Soft Comput., 2010

Guest editorial: Memetic Computing in the presence of uncertainties.
Memetic Comput., 2010

A memetic Differential Evolution approach in noisy optimization.
Memetic Comput., 2010

A differential evolution for optimisation in noisy environment.
Int. J. Bio Inspired Comput., 2010

Memetic Compact Differential Evolution for Cartesian Robot Control.
IEEE Comput. Intell. Mag., 2010

Recent advances in differential evolution: a survey and experimental analysis.
Artif. Intell. Rev., 2010

Parallel Random Injection Differential Evolution.
Proceedings of the Applications of Evolutionary Computation, 2010

Noise Analysis Compact Genetic Algorithm.
Proceedings of the Applications of Evolutionary Computation, 2010

Estimation Distribution Differential Evolution.
Proceedings of the Applications of Evolutionary Computation, 2010

Nature that Breeds Solutions.
Proceedings of the Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, 2010

2009
Differential Evolution with Fitness Diversity Self-adaptation.
Proceedings of the Nature-Inspired Algorithms for Optimisation, 2009

Special issue on emerging trends in soft computing: memetic algorithms.
Soft Comput., 2009

Super-fit control adaptation in memetic differential evolution frameworks.
Soft Comput., 2009

Scale factor local search in differential evolution.
Memetic Comput., 2009

Distributed differential evolution with explorative-exploitative population families.
Genet. Program. Evolvable Mach., 2009

Fitness Diversity Parallel Evolution Algorithms in the Turtle Race Game.
Proceedings of the Applications of Evolutionary Computing, 2009

Memetic Variation Local Search vs. Life-Time Learning in Electrical Impedance Tomography.
Proceedings of the Applications of Evolutionary Computing, 2009

Differential Evolution with Noise Analyzer.
Proceedings of the Applications of Evolutionary Computing, 2009

Enhancing Differential Evolution frameworks by scale factor local search - Part I.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Enhancing Differential Evolution frameworks by scale factor local search - part II.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
A Memetic-Neural Approach to Discover Resources in P2P Networks.
Proceedings of the Recent Advances in Evolutionary Computation for Combinatorial Optimization, 2008

An Enhanced Memetic Differential Evolution in Filter Design for Defect Detection in Paper Production.
Evol. Comput., 2008

The "natura non facit saltus" principle in Memetic computing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

On memetic Differential Evolution frameworks: A study of advantages and limitations in hybridization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Application of Memetic Differential Evolution frameworks to PMSM drive design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Hierarchical Evolutionary Algorithms and Noise Compensation via Adaptation.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

A Fast Adaptive Memetic Algorithm for Online and Offline Control Design of PMSM Drives.
IEEE Trans. Syst. Man Cybern. Part B, 2007

An Adaptive Multimeme Algorithm for Designing HIV Multidrug Therapies.
IEEE ACM Trans. Comput. Biol. Bioinform., 2007

An adaptive evolutionary algorithm with intelligent mutation local searchers for designing multidrug therapies for HIV.
Appl. Intell., 2007

A Memetic Differential Evolution in Filter Design for Defect Detection in Paper Production.
Proceedings of the Applications of Evolutinary Computing, 2007

An Adaptive Global-Local Memetic Algorithm to Discover Resources in P2P Networks.
Proceedings of the Applications of Evolutinary Computing, 2007

Fitness diversity based adaptation in Multimeme Algorithms: A comparative study.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

An adaptive prudent-daring evolutionary algorithm for noise handling in on-line PMSM drive design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Prudent-Daring vs Tolerant Survivor Selection Schemes in Control Design of Electric Drives.
Proceedings of the Applications of Evolutionary Computing, 2006

2005
A Hierarchical Evolutionary Algorithm with Noisy Fitness in Structural Optimization Problems.
Proceedings of the Applications of Evolutionary Computing, 2005


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