Fernando B. Lima Neto

Orcid: 0000-0003-1200-225X

Affiliations:
  • University of Pernambuco, Polytechnic School of Engineering, Recife, Brazil


According to our database1, Fernando B. Lima Neto authored at least 139 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
UAV control in autonomous object-goal navigation: a systematic literature review.
Artif. Intell. Rev., May, 2024

Anomaly Detection in Smart Houses for Healthcare.
SN Comput. Sci., January, 2024

An Interpretable Digital Twin for Self-Aware Industrial Machines.
Sensors, 2024

2023
Out-of-the-box parameter control for evolutionary and swarm-based algorithms with distributed reinforcement learning.
Swarm Intell., September, 2023

Intelligent Framework to Support Technology and Business Specialists in the Public Sector.
IEEE Access, 2023

Method to Produce More Reasonable Candidate Solutions With Explanations in Intelligent Decision Support Systems.
IEEE Access, 2023

Weight Binary Fish School Search Algorithm for Feature Selection.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Improving Transferability of Population-Based Learning-to-Optimize Algorithms Through Imitation Learning.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

Human-in-the-Loop Evolution of Database Views for Data Exploration.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

2022
PALLAS: Penalized mAximum LikeLihood and pArticle Swarms for Inference of Gene Regulatory Networks From Time Series Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Parallelization of Swarm Intelligence Algorithms: Literature Review.
Int. J. Parallel Program., 2022

Towards a parameterless out-of-the-box population size control for evolutionary and swarm-based algorithms for single objective bound constrained real-parameter numerical optimization.
Appl. Soft Comput., 2022

Classification of Older Adults Undergoing Two Dual-Task Training Protocols Based on Artificial Intelligent Methods.
IEEE Access, 2022

Evolving Interpretable Classification Models via Readability-Enhanced Genetic Programming.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Use of machine learning and multilevel analysis in hierarchical approaches of public expenditure forecasting.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Recommending View Bundles in Data Marketplaces.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Self-explanatory error checking capability for classifier-based Decision Support Systems.
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

Step-Size Individualization: a Case Study for The Fish School Search Family.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

On Rationality, Artificial Intelligence and Economics
WorldScientific, ISBN: 9789811255137, 2022

2021
A systematic literature review on general parameter control for evolutionary and swarm-based algorithms.
Swarm Evol. Comput., 2021

High-Level Parallel Ant Colony Optimization with Algorithmic Skeletons.
Int. J. Parallel Program., 2021

Self-Organizing Transformations for Automatic Feature Engineering.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

eXplainable and Individualizable for Physiotherapeutic Decision Support for the Elderly.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Automatic Feature Engineering Using Self-Organizing Maps.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

MapView: Exploring Datasets via Unsupervised View Recommendation.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

A Model for Selecting Relevant Topics in Documents Aimed at Compliance Processes.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

Cultural Weight-Based Fish School Search: A Flexible Optimization Algorithm For Engineering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Hybrid Intelligent Decision Support Using a Semiotic Case-Based Reasoning and Self-Organizing Maps.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Inference of Protein-Protein Interaction Networks from Liquid-Chromatography Mass-Spectrometry Data by Approximate Bayesian Computation-Sequential Monte Carlo Sampling.
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

On the sensitivity analysis of cartesian genetic programming hyper-heuristic.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Data Mining for Process Modeling: A Clustered Process Discovery Approach.
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020

Cartesian Genetic Programming Hyper-Heuristic with Parameter Configuration for Production Lot-Sizing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Decision making for two learning agents acting like human agents : A proof of concept for the application of a Learning Classifier Systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Severe Dengue Prognosis Using Human Genome Data and Machine Learning.
IEEE Trans. Biomed. Eng., 2019

Survey on Computational Trust and Reputation Models.
ACM Comput. Surv., 2019

Parallelization Strategies for GPU-Based Ant Colony Optimization Applied to TSP.
Proceedings of the Parallel Computing: Technology Trends, 2019

On the Learning Properties of Dueling DDQN in Parameter Control for Evolutionary and Swarm-based Algorithms.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019

Automatic Generation of Optimization Algorithms for Production Lot-Sizing Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Parallelization Strategies for GPU-Based Ant Colony Optimization Solving the Traveling Salesman Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Automatic Selector Between Cardiogenic Oscillation and Airway Secretion in Mechanical Ventilation Flow Signals Using Artificial Immune System.
Int. J. Swarm Intell. Res., 2018

Parameter Selection for Swarm Intelligence Algorithms: Case Study on Parallel Implementation of FSS.
Int. J. Swarm Intell. Res., 2018

A semiotic-inspired machine for personalized multi-criteria intelligent decision support.
Data Knowl. Eng., 2018

A Hybrid GA-PSO Adaptive Neuro-Fuzzy Inference System for Short-Term Wind Power Prediction.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Inference of gene regulatory Networks by Maximum-likelihood adaptive filtering and discrete fish School Search.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Projecting IEEE 802.11n WLAN Networks with Cultural Algorithms for VoIP Implementation.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Discovering SQL Queries from Examples using Intelligent Algorithms.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Hyper-Heuristics Using Genetic Programming to Time Series Forecasting.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Population Size Control for Efficiency and Efficacy Optimization in Population Based Metaheuristics.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
New trends for pattern recognition: Theory and applications.
Neurocomputing, 2017

Weight-based Fish School Search algorithm for Many-Objective Optimization.
CoRR, 2017

Simultaneously Solving Mixed Model Assembly Line Balancing and Sequencing problems with FSS Algorithm.
CoRR, 2017

Fish School Search Algorithm for Constrained Optimization.
CoRR, 2017

Solving Mixed Model Workplace Time-dependent Assembly Line Balancing Problem with FSS Algorithm.
CoRR, 2017

Intelligent decision support for data purchase.
Proceedings of the International Conference on Web Intelligence, 2017

Sensing language relationships from social media.
Proceedings of the 2017 IEEE SmartWorld, 2017

Lighting consumption optimization using fish school search algorithm.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A Novel Serious Game for Trust-Related Data Collection in Supply Chains.
Proceedings of the Serious Games - Third Joint International Conference, 2017

High-Level Parallel Implementation of Swarm Intelligence-Based Optimization Algorithms with Algorithmic Skeletons.
Proceedings of the Parallel Computing is Everywhere, 2017

Automatic flow signal analysis for airway secretion detection in ventilator-dependent patients with artificial immunological systems.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

Learning database queries via intelligent semiotic machines.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

Self-organizing maps for anomaly detection in fuel consumption. Case study: Illegal fuel storage in Bolivia.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

The Game of Trust: Using Behavioral Experiment as a Tool to Assess and Collect Trust-Related Data.
Proceedings of the Trust Management XI - 11th IFIP WG 11.11 International Conference, 2017

Combining Behavioral Experiments and Agent-based Social Simulation to Support Trust-aware Decision-making in Supply Chains.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

2016
A fuzzy-swarm based approach for the coordination of unmanned aerial vehicles.
J. Intell. Fuzzy Syst., 2016

Characterization of Football Supporters from Twitter Conversations.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Automated scalable modeling for population microsimulations.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Optimizing multi-plateau functions with FSS-SAR (Stagnation Avoidance Routine).
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Solving Assembly Line Balancing Problems with Fish School Search algorithm.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Tolerance to complexity: Measuring capacity of development teams to handle source code complexity.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Expanded abstract: An adaptive support system for phonological treatment of phonetic disorders using visual feedbacks and Speech Recognition.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

Expanded abstract: Solution of Simple Assembly Line Balancing Problems with FSS.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

Network Intrusion Detection Using Danger Theory and Genetic Algorithms.
Proceedings of the Intelligent Systems Design and Applications, 2016

Improved Search Mechanisms for the Fish School Search Algorithm.
Proceedings of the Intelligent Systems Design and Applications, 2016

Self-Organizing Maps and Fuzzy C-Means Algorithms on Gait Analysis Based on Inertial Sensors Data.
Proceedings of the Intelligent Systems Design and Applications, 2016

Fish School Search Variations and Other Metaheuristics in the Solution of Assembly Line Balancing Problems.
Proceedings of the Intelligent Systems Design and Applications, 2016

Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Returners and Explorers Dichotomy in Web Browsing Behavior - A Human Mobility Approach.
Proceedings of the Complex Networks VII, 2016

2015
Finite element model updating using fish school search and volitive particle swarm optimization.
Integr. Comput. Aided Eng., 2015

The effect of recency to human mobility.
EPJ Data Sci., 2015

The Effect of Recency to Human Mobility.
CoRR, 2015

Component Analysis Based Approach to Support the Design of Meta-Heuristics for MLCLSP Providing Guidelines.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Modeling Contagion of Behavior in Friendship Networks as Coordination Games.
Proceedings of the Advances in Social Simulation 2015 [Papers from the Conference of the European Social Simulation Association 2015, 2015

2014
Hybrid Subjective Decision Support System based on Computational Semiotics and Computational Intelligence Techniques.
Res. Comput. Sci., 2014

A Multithreaded Implementation of the Fish School Search Algorithm.
Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

Weight based fish school search.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Application of computational intelligence for Source Code classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Swarm/evolutionary intelligence for agent-based social simulation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
On the Analysis of HPSO Improvement by Use of the Volitive Operator of Fish School Search.
Int. J. Swarm Intell. Res., 2013

Applying the Negative Selection Algorithm for Merger and Acquisition Target Identification.
CoRR, 2013

Finite Element Model Updating Using Fish School Search Optimization Method.
CoRR, 2013

Agent-Based Social Simulation and PSO.
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

Understanding History Through Networks: The Brazil Case Study.
Proceedings of the Complex Networks IV, 2013

Applications of computational intelligence for static software checking against memory corruption vulnerabilities.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Cyber Security, 2013

2012
Computational application of semiotic principles in intensive care units.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012

A Comparative Analysis of FSS with CMA-ES and S-PSO in Ill-Conditioned Problems.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

An Aspect-Oriented Domain-Specific Language for Modeling Multi-Agent Systems in Social Simulations.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Migration, Communication and Social Networks - An Agent-Based Social Simulation.
Proceedings of the Complex Networks, results of the 3rd Workshop on Complex Networks, 2012

Optimizing risk management using NSGA-II.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Adaptive Clan Particle Swarm Optimization.
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011

Density as the Segregation Mechanism in Fish School Search for Multimodal Optimization Problems.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

A Hybrid Algorithm Based on Fish School Search and Particle Swarm Optimization for Dynamic Problems.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

Migration and social networks - An explanatory multi-evolutionary agent-based model.
Proceedings of the 2011 IEEE Symposium on Intelligent Agent, 2011

Distributed Agent-Based Social Simulations: An architecture to simulate complex social phenomena on highly parallel computational environments.
Proceedings of the 2011 IEEE Symposium on Intelligent Agent, 2011

2010
Growing self-reconstruction maps.
IEEE Trans. Neural Networks, 2010

Improving black box testing by using neuro-fuzzy classifiers and multi-agent systems.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

A hybrid approach for IEEE 802.11 intrusion detection based on AIS, MAS and naïve Bayes.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

Hybrid and evolutionary Agent-Based Social Simulations using Lévy flight as randomization method.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Fish School Search.
Proceedings of the Nature-Inspired Algorithms for Optimisation, 2009

Dialectical multispectral classification of diffusion-weighted magnetic resonance images as an alternative to apparent diffusion coefficients maps to perform anatomical analysis.
Comput. Medical Imaging Graph., 2009

Impact of Communication on Agent-Based Social Simulations Using the PAX Framework.
Proceedings of the IEEE International Conference on Systems, 2009

Incorporating User Cognitive Profile Information in Intelligent Decision Support Systems.
Proceedings of the IEEE International Conference on Systems, 2009

On the Intelligence of the Swimming Operators in the Fish School Search Algorithm.
Proceedings of the IEEE International Conference on Systems, 2009

Hybrid and Evolutionary Agent-Based Social Simulations Using the PAX Framework.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Danger Theory and Multi-agents Applied for Addressing the Deny of Service Detection Problem in IEEE 802.11 Networks.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Adaptative clustering Particle Swarm Optimization.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Impact of Structuring Elements on Agents' Behavior in Social Simulations.
Proceedings of the IEEE Symposium on Intelligent Agents, IA 2009, part of the IEEE Symposium Series on Computational Intelligence 2009, Nashville, TN, USA, March 30, 2009, 2009

2008
A fair comparison of representations, operators and algorithms for the sugarcane harvest problem.
Proceedings of the IEEE International Conference on Systems, 2008

A novel search algorithm based on fish school behavior.
Proceedings of the IEEE International Conference on Systems, 2008

Improving Support of Appropriate Executive Decisions by Combining Artificial Immune Systems and Fuzzy Logic.
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008

Including multi-objective abilities in the Hybrid Intelligent Suite for decision support.
Proceedings of the International Joint Conference on Neural Networks, 2008

How Preferences Affect Productivity in the Sugarcane Harvest Problem - A Comparative Study of a Two-Steps MOEA.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

An Evolutionary Approach to Provide Flexible Decision Dialogues in Intelligent Decision Support Systems.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Enhancing Appropriateness of Executive Decisions Using AIS.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

A dialectical approach for classification of DW-MR Alzheimer's images.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Simulation of contra-lateral inhibition using venn-networks.
J. Intell. Fuzzy Syst., 2007

Hybrid Intelligent Suite for Decision Support.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Growing Self-Organizing Maps for Surface Reconstruction from Unstructured Point Clouds.
Proceedings of the International Joint Conference on Neural Networks, 2007

How to Obtain Appropriate Executive Decisions Using Artificial Immunologic Systems.
Proceedings of the Artificial Immune Systems, 6th International Conference, 2007

How to Obtain Fair Managerial Decisions in Sugar Cane Harvest Using NSGA-II.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007

Simulations of egoistic and altruistic behaviors using the vidya multiagent system platform.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Vidya: A God Game Based on Intelligent Agents Whose Actions are Devised Through Evolutionary Computation.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007

2006
Evolutionary Algorithm for 3D Object Reconstruction from Images.
Proceedings of the SBRN 2006, 2006

Venn-like models of neo-cortex patches.
Proceedings of the International Joint Conference on Neural Networks, 2006

2004
Combining MLP and RBF Neural Networks for Novelty Detection in Short Time Series.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Improving RBF-DDA Performance on Optical Character Recognition through Parameter Selection.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Combining Data Reduction and Parameter Selection for Improving RBF-DDA Performance.
Proceedings of the Advances in Artificial Intelligence, 2004

A Method Based on RBF-DDA Neural Networks for Improving Novelty Detection in Time Series.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

2003
Modelling neural processing using Venn-networks in physiological and pathological scenarios.
PhD thesis, 2003

Novelty Detection for Short Time Series with Neural Networks.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003


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