Ferrante Neri

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 84

Top Venues

Int. J. Neural Syst.

Integr. Comput. Aided Eng.

CEC

Inf. Sci.

Publications

Jian Wang, Shibin Gao, Long Yu, Xingyang Liu, Ferrante Neri, Dongkai Zhang, Lei Kou
Uncertainty-aware trustworthy weather-driven failure risk predictor for overhead contact lines. Reliab. Eng. Syst. Saf. 242 (2024)
Yixia Zhang, Yu Xue, Ferrante Neri
Multi-Optimiser Training for GANs Based on Evolutionary Computation. CEC (2024)
Dikshit Chauhan, Anupam Yadav, Ferrante Neri
A multi-agent optimization algorithm and its application to training multilayer perceptron models. Evol. Syst. 15 (3) (2024)
Xingyang Liu, Haina Rong, Ferrante Neri, Peng Yue, Gexiang Zhang
Deep deterministic policy gradient with constraints for gait optimisation of biped robots. Integr. Comput. Aided Eng. 31 (2) (2024)
Yuyang Zhou, Ferrante Neri, Ruibin Bai
Characterising Deep Learning Loss Landscapes with Local Optima Networks. CEC (2024)
Yu Xue, Kun Chen, Ferrante Neri
Differentiable Architecture Search With Attention Mechanisms for Generative Adversarial Networks. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Changhai Zhou, Ling Fan, Ferrante Neri
A spatio-temporal fusion deep learning network with application to lightning nowcasting. Integr. Comput. Aided Eng. 31 (3) (2024)
Chenyi Zhang, Yu Xue, Ferrante Neri, Xu Cai, Adam Slowik
Multi-Objective Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification. Int. J. Neural Syst. 34 (3) (2024)
Thiago Zafalon Miranda, Diorge Brognara Sardinha, Ferrante Neri, Márcio P. Basgalupp, Ricardo Cerri
A Grammar-based multi-objective neuroevolutionary algorithm to generate fully convolutional networks with novel topologies. Appl. Soft Comput. 149 (Part A) (2024)
Pengcheng Jiang, Yu Xue, Ferrante Neri, Mohamed Wahib
Surrogate-Assisted Evolutionary Neural Architecture Search with Isomorphic Training and Prediction. ICIC (2) (2024)
Yu Xue, Changchang Lu, Ferrante Neri, Jiafeng Qin
Improved Differentiable Architecture Search With Multi-Stage Progressive Partial Channel Connections. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Jin Zhou, Kang Zhou, Gexiang Zhang, Ferrante Neri, Wangyang Shen, Weiping Jin
A data-driven optimisation method for a class of problems with redundant variables and indefinite objective functions. Inf. Sci. 656 (2024)
Márcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, Fábio F. Silveira, Péricles B. C. de Miranda, Ferrante Neri
An Experimental Analysis on Automated Machine Learning for Software Defect Prediction. CEC (2024)
Yu Xue, Weinan Tong, Ferrante Neri, Peng Chen, Tao Luo, Liangli Zhen, Xiao Wang
Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing. IEEE Trans. Evol. Comput. 28 (3) (2024)
Pengcheng Jiang, Yu Xue, Ferrante Neri
Continuously evolving dropout with multi-objective evolutionary optimisation. Eng. Appl. Artif. Intell. 124 (2023)
Pengcheng Jiang, Yu Xue, Ferrante Neri
Convolutional neural network pruning based on multi-objective feature map selection for image classification. Appl. Soft Comput. 139 (2023)
Yu Xue, Yixia Zhang, Ferrante Neri
A Method based on Evolutionary Algorithms and Channel Attention Mechanism to Enhance Cycle Generative Adversarial Network Performance for Image Translation. Int. J. Neural Syst. 33 (5) (2023)
Yifan He, Ferrante Neri
Fitness Landscape Analysis of Genetic Programming Search Spaces with Local Optima Networks. GECCO Companion (2023)
Yu Xue, Chenyi Zhang, Ferrante Neri, Moncef Gabbouj, Yong Zhang
An external attention-based feature ranker for large-scale feature selection. Knowl. Based Syst. 281 (2023)
Yu Xue, Yiling Tong, Ferrante Neri
A hybrid training algorithm based on gradient descent and evolutionary computation. Appl. Intell. 53 (18) (2023)
Lihua Zhou, Mao Ye, Xiatian Zhu, Siying Xiao, Xu-Qian Fan, Ferrante Neri
Homeomorphism Alignment for Unsupervised Domain Adaptation. ICCV (2023)
Yu Xue, Haokai Zhu, Ferrante Neri
A feature selection approach based on NSGA-II with ReliefF. Appl. Soft Comput. 134 (2023)
Xingyang Liu, Gexiang Zhang, Muhammad Shahid Mastoi, Ferrante Neri, Yang Pu
A human-simulated fuzzy membrane approach for the joint controller of walking biped robots. Integr. Comput. Aided Eng. 30 (2) (2023)
Qichen He, Siying Xiao, Mao Ye, Xiatian Zhu, Ferrante Neri, Dongde Hou
Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation. IJCAI (2023)
Yu Xue, Yihang Tang, Xin Xu, Jiayu Liang, Ferrante Neri
Multi-Objective Feature Selection With Missing Data in Classification. IEEE Trans. Emerg. Top. Comput. Intell. 6 (2) (2022)
Ferrante Neri, Matthew Todd
A Study on Six Memetic Strategies for Multimodal Optimisation by Differential Evolution. CEC (2022)
Tingfang Wu, Ferrante Neri, Linqiang Pan
On the Tuning of the Computation Capability of Spiking Neural Membrane Systems with Communication on Request. Int. J. Neural Syst. 32 (8) (2022)
Yuyang Zhou, Ferrante Neri
A Fitness Landscape Analysis of the LeNet-5 Loss Function. SSCI (2022)
Ferrante Neri
Generalised Pattern Search with Restarting Fitness Landscape Analysis. SN Comput. Sci. 3 (2) (2022)
Gexiang Zhang, Xihai Zhang, Haina Rong, Prithwineel Paul, Ming Zhu, Ferrante Neri, Yew-Soon Ong
A Layered Spiking Neural System for Classification Problems. Int. J. Neural Syst. 32 (8) (2022)
Hoang Lam Le, Ferrante Neri, Dario Landa-Silva, Isaac Triguero
Accelerated pattern search with variable solution size for simultaneous instance selection and generation. GECCO Companion (2022)
Dequan Guo, Gexiang Zhang, Ferrante Neri, Sheng Peng, Qiang Yang, Paul Liu
An adaptive kernelized correlation filters with multiple features in the tracking application. J. Vis. Commun. Image Represent. 84 (2022)
Hoang Lam Le, Ferrante Neri, Isaac Triguero
SPMS-ALS: A Single-Point Memetic structure with accelerated local search for instance reduction. Swarm Evol. Comput. 69 (2022)
Yu Xue, Yiling Tong, Ferrante Neri
An ensemble of differential evolution and Adam for training feed-forward neural networks. Inf. Sci. 608 (2022)
Yu Xue, Xu Cai, Ferrante Neri
A multi-objective evolutionary algorithm with interval based initialization and self-adaptive crossover operator for large-scale feature selection in classification. Appl. Soft Comput. 127 (2022)
Yu Xue, Haokai Zhu, Ferrante Neri
A self-adaptive multi-objective feature selection approach for classification problems. Integr. Comput. Aided Eng. 29 (1) (2022)
Luping Zhang, Fei Xu, Dongyang Xiao, Jianping Dong, Gexiang Zhang, Ferrante Neri
Enzymatic Numerical Spiking Neural Membrane Systems and their Application in Designing Membrane Controllers. Int. J. Neural Syst. 32 (11) (2022)
Ferrante Neri
Teaching Mathematics to Computer Scientists: Reflections and a Case Study. SN Comput. Sci. 2 (2) (2021)
Hui Yuan, Raouf Hamzaoui, Ferrante Neri, Shengxiang Yang
Model-Based Rate-Distortion Optimized Video-Based Point Cloud Compression with Differential Evolution. ICIG (1) (2021)
Yu Xue, Bernard-Marie Onzo, Ferrante Neri
Intrusion Detection System Based on an Updated ANN Model. ICSI (2) (2021)
Marian Gheorghe, Ferrante Neri, Gexiang Zhang
Introduction. Int. J. Neural Syst. 31 (1) (2021)
Yu Xue, Ziming Yuan, Ferrante Neri
ConAM: Confidence Attention Module for Convolutional Neural Networks. CoRR (2021)
Yu Xue, Yihang Tang, Xin Xu, Jiayu Liang, Ferrante Neri
Multi-objective Feature Selection with Missing Data in Classification. CoRR (2021)
Xueyuan Wang, Gexiang Zhang, Xiantai Gou, Prithwineel Paul, Ferrante Neri, Haina Rong, Qiang Yang, Hua Zhang
Multi-behaviors coordination controller design with enzymatic numerical P systems for robots. Integr. Comput. Aided Eng. 28 (2) (2021)
Ferrante Neri
Adaptive Covariance Pattern Search. EvoApplications (2021)
Yu Xue, Pengcheng Jiang, Ferrante Neri, Jiayu Liang
A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks. Int. J. Neural Syst. 31 (9) (2021)
Ferrante Neri, Yuyang Zhou
Covariance Pattern Search with Eigenvalue-determined Radii. CEC (2021)
Gexiang Zhang, Haina Rong, Prithwineel Paul, Yangyang He, Ferrante Neri, Mario J. Pérez-Jiménez
A Complete Arithmetic Calculator Constructed from Spiking Neural P Systems and its Application to Information Fusion. Int. J. Neural Syst. 31 (1) (2021)
Hui Yuan, Raouf Hamzaoui, Ferrante Neri, Shengxiang Yang, Tingting Wang
Global Rate-distortion Optimization of Video-based Point Cloud Compression with Differential Evolution. MMSP (2021)
Yu Xue, Qi Zhang, Ferrante Neri
Self-Adaptive Particle Swarm Optimization-Based Echo State Network for Time Series Prediction. Int. J. Neural Syst. 31 (12) (2021)
Ferrante Neri, Shahin Rostami
Generalised Pattern Search Based on Covariance Matrix Diagonalisation. SN Comput. Sci. 2 (3) (2021)
Ming Zhu, Qiang Yang, Jianping Dong, Gexiang Zhang, Xiantai Gou, Haina Rong, Prithwineel Paul, Ferrante Neri
An Adaptive Optimization Spiking Neural P System for Binary Problems. Int. J. Neural Syst. 31 (1) (2021)
Ferrante Neri
An Outstanding Platform to Advance a Multifaceted Discipline. Int. J. Neural Syst. 30 (12) (2020)
Shahin Rostami, Ferrante Neri, Kiril Gyaurski
On Algorithmic Descriptions and Software Implementations for Multi-objective Optimisation: A Comparative Study. SN Comput. Sci. 1 (5) (2020)
Ferrante Neri, Isaac Triguero
A Local Search with a Surrogate Assisted Option for Instance Reduction. EvoApplications (2020)
Jianping Dong, Haina Rong, Ferrante Neri, Qiang Yang, Ming Zhu, Gexiang Zhang
An Adaptive Memetic P System to Solve the 0/1 Knapsack Problem. CEC (2020)
Ferrante Neri, Yuyang Zhou
Covariance Local Search for Memetic Frameworks: A Fitness Landscape Analysis Approach. CEC (2020)
Ignacio Pérez-Hurtado, Miguel Ángel Martínez-del-Amor, Gexiang Zhang, Ferrante Neri, Mario J. Pérez-Jiménez
A membrane parallel rapidly-exploring random tree algorithm for robotic motion planning. Integr. Comput. Aided Eng. 27 (2) (2020)
Ferrante Neri, Shahin Rostami
A Local Search for Numerical Optimisation Based on Covariance Matrix Diagonalisation. EvoApplications (2020)
Sheng Cao, Gexiang Zhang, Pengfei Liu, Xiaosong Zhang, Ferrante Neri
Cloud-assisted secure eHealth systems for tamper-proofing EHR via blockchain. Inf. Sci. 485 (2019)
Sidong Wu, Gexiang Zhang, Ferrante Neri, Ming Zhu, Tao Jiang, Klaus-Dieter Kuhnert
A multi-aperture optical flow estimation method for an artificial compound eye. Integr. Comput. Aided Eng. 26 (2) (2019)
Fabio Caraffini, Ferrante Neri
A study on rotation invariance in differential evolution. Swarm Evol. Comput. 50 (2019)
Fabio Caraffini, Ferrante Neri, Michael G. Epitropakis
HyperSPAM: A study on hyper-heuristic coordination strategies in the continuous domain. Inf. Sci. 477 (2019)
Janez Brest, Ferrante Neri
Editorial of the special issue on differential evolution. Swarm Evol. Comput. 50 (2019)
Rawaa Dawoud Al-Dabbagh, Ferrante Neri, Norisma Idris, Mohd Sapiyan Baba
Algorithmic design issues in adaptive differential evolution schemes: Review and taxonomy. Swarm Evol. Comput. 43 (2018)
Sidong Wu, Gexiang Zhang, Ming Zhu, Tao Jiang, Ferrante Neri
Geometry based three-dimensional image processing method for electronic cluster eye. Integr. Comput. Aided Eng. 25 (3) (2018)
Giovanni Iacca, Ferrante Neri, Ernesto Mininno, Yew-Soon Ong, Meng-Hiot Lim
Ockham's Razor in Memetic Computing: Three Stage Optimal Memetic Exploration. CoRR (2018)
Tingfang Wu, Florin-Daniel Bîlbîe, Andrei Paun, Linqiang Pan, Ferrante Neri
Simplified and Yet Turing Universal Spiking Neural P Systems with Communication on Request. Int. J. Neural Syst. 28 (8) (2018)
Fabio Caraffini, Ferrante Neri
Rotation Invariance and Rotated Problems: An Experimental Study on Differential Evolution. EvoApplications (2018)
Giovanni Iacca, Fabio Caraffini, Ferrante Neri
Multi-Strategy Coevolving Aging Particle Optimization. CoRR (2018)
Shahin Rostami, Ferrante Neri, Michael G. Epitropakis
Progressive preference articulation for decision making in multi-objective optimisation problems. Integr. Comput. Aided Eng. 24 (4) (2017)
Sidong Wu, Tao Jiang, Gexiang Zhang, Brigitte Schoenemann, Ferrante Neri, Ming Zhu, Chunguang Bu, Jianda Han, Klaus-Dieter Kuhnert
Artificial compound eye: a survey of the state-of-the-art. Artif. Intell. Rev. 48 (4) (2017)
Linqiang Pan, Gheorghe Paun, Gexiang Zhang, Ferrante Neri
Systems with Communication on Request. Int. J. Neural Syst. 27 (8) (2017)
Fabio Caraffini, Ferrante Neri, Giovanni Iacca
Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction Among Variables. EvoApplications (1) (2017)
Shahin Rostami, Ferrante Neri
A fast hypervolume driven selection mechanism for many-objective optimisation problems. Swarm Evol. Comput. 34 (2017)
Sunday Iliya, Ferrante Neri
Towards Artificial Speech Therapy: A Neural System for Impaired Speech Segmentation. Int. J. Neural Syst. 26 (6) (2016)
Shahin Rostami, Ferrante Neri
Covariance matrix adaptation pareto archived evolution strategy with hypervolume-sorted adaptive grid algorithm. Integr. Comput. Aided Eng. 23 (4) (2016)
Xueyuan Wang, Gexiang Zhang, Ferrante Neri, Tao Jiang, Junbo Zhao, Marian Gheorghe, Florentin Ipate, Raluca Lefticaru
Design and implementation of membrane controllers for trajectory tracking of nonholonomic wheeled mobile robots. Integr. Comput. Aided Eng. 23 (1) (2016)
Michalis Mavrovouniotis, Ferrante Neri, Shengxiang Yang
An adaptive local search algorithm for real-valued dynamic optimization. CEC (2015)
Ilpo Poikolainen, Ferrante Neri, Fabio Caraffini
Cluster-Based Population Initialization for differential evolution frameworks. Inf. Sci. 297 (2015)
Michael Cochez, Ferrante Neri
Scalable Hierarchical Clustering: Twister Tries with a Posteriori Trie Elimination. SSCI (2015)
Jixiang Cheng, Gexiang Zhang, Fabio Caraffini, Ferrante Neri
Multicriteria adaptive differential evolution for global numerical optimization. Integr. Comput. Aided Eng. 22 (2) (2015)
Giovanni Iacca, Fabio Caraffini, Ferrante Neri
Continuous Parameter Pools in Ensemble Differential Evolution. SSCI (2015)
Noel Khan, Ferrante Neri, Samad Ahmadi
Adaptive Differential Evolution Applied to Point Matching 2D GIS Data. SSCI (2015)
Sunday Iliya, Dylan Menzies, Ferrante Neri, Pip Cornelius, Lorenzo Picinali
Robust impaired speech segmentation using neural network mixture model. ISSPIT (2014)
Giovanni Iacca, Fabio Caraffini, Ferrante Neri
Multi-Strategy coevolving aging Particle Optimization. Int. J. Neural Syst. 24 (1) (2014)
Gexiang Zhang, Haina Rong, Ferrante Neri, Mario J. Pérez-Jiménez
An Optimization Spiking Neural P System for Approximately Solving Combinatorial Optimization Problems. Int. J. Neural Syst. 24 (5) (2014)
Ferrante Neri, Noel Khan
Two local search components that move along the axes for memetic computing frameworks. FOCI (2014)
Irshad Ahmad Ansari, Millie Pant, Ferrante Neri
Analysis of gray scale watermark in RGB host using SVD and PSO. CIMSIVP (2014)
Michael G. Epitropakis, Fabio Caraffini, Ferrante Neri, Edmund K. Burke
A Separability Prototype for Automatic Memes with Adaptive Operator Selection. FOCI (2014)
Giovanni Iacca, Ferrante Neri, Fabio Caraffini, Ponnuthurai Nagaratnam Suganthan
A Differential Evolution Framework with Ensemble of Parameters and Strategies and Pool of Local Search Algorithms. EvoApplications (2014)
Sunday Iliya, Ferrante Neri, Dylan Menzies, Pip Cornelius, Lorenzo Picinali
Differential evolution schemes for speech segmentation: A comparative study. SDE (2014)
Fabio Caraffini, Ferrante Neri, Lorenzo Picinali
An analysis on separability for Memetic Computing automatic design. Inf. Sci. 265 (2014)
Tarun Kumar Sharma, Millie Pant, Ferrante Neri
Changing factor based food sources in artificial bee colony. SIS (2014)
Fabio Caraffini, Ferrante Neri, Benjamin N. Passow, Giovanni Iacca
Re-sampled inheritance search: high performance despite the simplicity. Soft Comput. 17 (12) (2013)
Fabio Caraffini, Ferrante Neri, Giovanni Iacca, Aran Mol
Parallel memetic structures. Inf. Sci. 227 (2013)
Ilpo Poikolainen, Ferrante Neri
Differential Evolution with Concurrent Fitness Based Local Search. IEEE Congress on Evolutionary Computation (2013)
Fabio Caraffini, Giovanni Iacca, Ferrante Neri, Lorenzo Picinali, Ernesto Mininno
A CMA-ES super-fit scheme for the re-sampled inheritance search. IEEE Congress on Evolutionary Computation (2013)
Matthieu Weber, Ferrante Neri, Ville Tirronen
A study on scale factor/crossover interaction in distributed differential evolution. Artif. Intell. Rev. 39 (3) (2013)
Fabio Caraffini, Ferrante Neri, Ilpo Poikolainen
Micro-differential evolution with extra moves along the axes. SDE (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ferrante Neri