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Leandro Nunes de Castro
Person information
- affiliation: University of Campinas, Sao Paulo, Brazil
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Books and Theses
- 2006
- [b2]Leandro Nunes de Castro:
Fundamentals of Natural Computing - Basic Concepts, Algorithms, and Applications. Chapman and Hall / CRC computer and information science series, Chapman & Hall 2006, ISBN 978-1-58488-643-3, pp. 1-662 - 2002
- [b1]Leandro Nunes de Castro, Jonathan Timmis:
Artificial immune systems - a new computational intelligence paradigm. Springer 2002, ISBN 978-1-85233-594-6, pp. I-XVIII, 1-357
Journal Articles
- 2024
- [j40]Rodrigo Pasti, Alexandre Politi, Leandro Nunes de Castro:
Dynamics of rapid evolution on the basis of phenotypic adaptation and ecological opportunities. Evol. Intell. 17(4): 2843-2863 (2024) - 2023
- [j39]Matheus A. Ferraria, Vinicius A. Ferraria, Leandro Nunes de Castro:
An Investigation Into Different Text Representations to Train an Artificial Immune Network for Clustering Texts. Int. J. Interact. Multim. Artif. Intell. 8(3): 55 (2023) - 2021
- [j38]Dávila Patrícia Ferreira Cruz
, Renato Dourado Maia, Leandro Nunes de Castro
:
A framework for the analysis and synthesis of Swarm Intelligence algorithms. J. Exp. Theor. Artif. Intell. 33(4): 659-681 (2021) - [j37]Mauricio Noris Freire
, Leandro Nunes de Castro:
e-Recruitment recommender systems: a systematic review. Knowl. Inf. Syst. 63(1): 1-20 (2021) - 2020
- [j36]Flavio Gabriel Duarte, Leandro Nunes de Castro
:
A Framework to Perform Asset Allocation Based on Partitional Clustering. IEEE Access 8: 110775-110788 (2020) - 2019
- [j35]Dávila Patrícia Ferreira Cruz
, Renato Dourado Maia, Leandro Nunes de Castro
:
A critical discussion into the core of swarm intelligence algorithms. Evol. Intell. 12(2): 189-200 (2019) - [j34]María Navarro-Cáceres, Marcelo F. Caetano
, Gilberto Bernardes
, Leandro Nunes de Castro:
ChordAIS: An assistive system for the generation of chord progressions with an artificial immune system. Swarm Evol. Comput. 50 (2019) - 2018
- [j33]Ronie M. Uliana
, Leandro Nunes de Castro
:
Identifying Career Boundaries Using Minimum Description Length on a Graph. IEEE Access 6: 42407-42421 (2018) - [j32]Thiago A. S. Masutti, Leandro Nunes de Castro
:
VRoptBees: A Bee-Inspired Framework for Solving Vehicle Routing Problems. Int. J. Nat. Comput. Res. 7(1): 32-56 (2018) - [j31]Danilo Souza da Cunha, Rafael Silveira Xavier, Leandro Nunes de Castro
:
Bacterial colonies as complex adaptive systems. Nat. Comput. 17(4): 781-798 (2018) - 2017
- [j30]Danilo Souza da Cunha, Dávila Patrícia Ferreira Cruz, Alexandre Politi, Leandro Nunes de Castro
, Renato Dourado Maia:
Bio-inspired multiobjective clustering optimization: A survey and a proposal. Artif. Intell. Res. 6(2): 10-26 (2017) - [j29]José Valente de Oliveira
, Alexandre Szabo, Leandro Nunes de Castro:
Particle Swarm Clustering in clustering ensembles: Exploiting pruning and alignment free consensus. Appl. Soft Comput. 55: 141-153 (2017) - 2016
- [j28]Dávila Patrícia Ferreira Cruz, Renato Dourado Maia, Leandro Augusto da Silva, Leandro Nunes de Castro
:
BeeRBF: A bee-inspired data clustering approach to design RBF neural network classifiers. Neurocomputing 172: 427-437 (2016) - 2015
- [j27]Ana Carolina E. S. Lima
, Leandro Nunes de Castro
, Juan M. Corchado
:
A polarity analysis framework for Twitter messages. Appl. Math. Comput. 270: 756-767 (2015) - [j26]Daniel Gomes Ferrari, Leandro Nunes de Castro
:
Clustering algorithm selection by meta-learning systems: A new distance-based problem characterization and ranking combination methods. Inf. Sci. 301: 181-194 (2015) - 2014
- [j25]Willyan Daniel Abilhoa, Leandro Nunes de Castro
:
A keyword extraction method from twitter messages represented as graphs. Appl. Math. Comput. 240: 308-325 (2014) - [j24]Angelo C. Loula
, Leandro Nunes de Castro
, Antônio L. Apolinário Jr., Pedro Luís Bernardo da Rocha, Maria da Conceição L. Carneiro, Vanessa Perpétua G. S. Reis, Ricardo F. Machado, Claudia Sepulveda, Charbel N. El-Hani:
Modeling a Virtual World for the Educational Game Calangos. Int. J. Comput. Games Technol. 2014: 382396:1-382396:14 (2014) - [j23]Ana Carolina E. S. Lima
, Leandro Nunes de Castro
:
A multi-label, semi-supervised classification approach applied to personality prediction in social media. Neural Networks 58: 122-130 (2014) - 2012
- [j22]Luiz Antonio Carraro, Leandro Nunes de Castro
, Angelita Maria de Ré, Fabrício Olivetti de França:
A Fuzzy Inference System to Determine the Number of Clones in a Class of Artificial Immune Systems. Int. J. Comput. Intell. Appl. 11(1) (2012) - [j21]Alexandre Szabo, Leandro Nunes de Castro
:
Cpsclass: a Constructive Particle Swarm Classifier. Int. J. Comput. Intell. Appl. 11(1) (2012) - 2011
- [j20]Leandro Nunes de Castro, Rafael Silveira Xavier, Rodrigo Pasti, Renato Dourado Maia, Alexandre Szabo, Daniel Gomes Ferrari:
The Grand Challenges in Natural Computing Research: The Quest for a New Science. Int. J. Nat. Comput. Res. 2(4): 17-30 (2011) - [j19]Rodrigo Pasti, Fernando J. Von Zuben, Leandro Nunes de Castro:
Ecosystems Computing: Introduction to Biogeographic Computation. Int. J. Nat. Comput. Res. 2(4): 47-67 (2011) - 2010
- [j18]Leandro Nunes de Castro
, Jon Timmis
, Helder Knidel, Fernando J. Von Zuben
:
Artificial Immune Systems: structure, function, diversity and an application to biclustering. Nat. Comput. 9(3): 575-577 (2010) - [j17]Rodrigo Pasti, Leandro Nunes de Castro
, Guilherme Palermo Coelho
, Fernando J. Von Zuben
:
Neural network ensembles: immune-inspired approaches to the diversity of components. Nat. Comput. 9(3): 625-653 (2010) - 2009
- [j16]Thiago A. S. Masutti, Leandro Nunes de Castro
:
Neuro-immune approach to solve routing problems. Neurocomputing 72(10-12): 2189-2197 (2009) - [j15]Rodrigo Pasti, Leandro Nunes de Castro
:
Bio-inspired and gradient-based algorithms to train MLPs: The influence of diversity. Inf. Sci. 179(10): 1441-1453 (2009) - [j14]Thiago A. S. Masutti, Leandro Nunes de Castro
:
A self-organizing neural network using ideas from the immune system to solve the traveling salesman problem. Inf. Sci. 179(10): 1454-1468 (2009) - [j13]Yupanqui Julho Muñoz, Leandro Nunes de Castro
:
Self-organisation and emergence in artificial life: concepts and illustrations. J. Exp. Theor. Artif. Intell. 21(4): 273-292 (2009) - 2008
- [j12]Leandro Nunes de Castro, Yupanqui Julho Muñoz, Leandro R. de Freitas, Charbel N. El-Hani:
A Virtual Laboratory on Natural Computing: A Learning Experiment. Int. J. Distance Educ. Technol. 6(2): 55-73 (2008) - 2006
- [j11]Eduardo R. Hruschka
, Ricardo J. G. B. Campello
, Leandro Nunes de Castro
:
Evolving clusters in gene-expression data. Inf. Sci. 176(13): 1898-1927 (2006) - 2005
- [j10]André L. Vizine, Leandro Nunes de Castro, Eduardo R. Hruschka, Ricardo R. Gudwin:
Towards Improving Clustering Ants: An Adaptive Ant Clustering Algorithm. Informatica (Slovenia) 29(2): 143-154 (2005) - [j9]Fabrício Olivetti de França, Fernando J. Von Zuben, Leandro Nunes de Castro:
Max Min Ant System and Capacitated p-Medians: Extensions and Improved Solutions. Informatica (Slovenia) 29(2): 163-172 (2005) - 2004
- [j8]Janaína S. de Sousa, Lalinka de C. T. Gomes, George Barreto Bezerra, Leandro Nunes de Castro
, Fernando J. Von Zuben
:
An Immune-Evolutionary Algorithm for Multiple Rearrangements of Gene Expression Data. Genet. Program. Evolvable Mach. 5(2): 157-179 (2004) - [j7]Leandro Nunes de Castro
:
Dynamics of an artificial immune network. J. Exp. Theor. Artif. Intell. 16(1): 19-39 (2004) - 2003
- [j6]Romis Ribeiro Faissol Attux, Murilo Bellezoni Loiola, Ricardo Suyama
, Leandro Nunes de Castro
, Fernando J. Von Zuben
, João Marcos Travassos Romano:
Blind Search for Optimal Wiener Equalizers Using an Artificial Immune Network Model. EURASIP J. Adv. Signal Process. 2003(8): 740-747 (2003) - [j5]Leandro Nunes de Castro
, Fernando J. Von Zuben
, Getúlio A. de Deus Jr.:
The construction of a Boolean competitive neural network using ideas from immunology. Neurocomputing 50: 51-85 (2003) - [j4]Leandro Nunes de Castro
, Jon Timmis
:
Artificial immune systems as a novel soft computing paradigm. Soft Comput. 7(8): 526-544 (2003) - 2002
- [j3]Leandro Nunes de Castro
, Fernando J. Von Zuben
:
Learning and optimization using the clonal selection principle. IEEE Trans. Evol. Comput. 6(3): 239-251 (2002) - 2001
- [j2]Leandro Nunes de Castro, Fernando J. Von Zuben:
Immune and Neural Network Models: Theoretical and Empirical Comparisons. Int. J. Comput. Intell. Appl. 1(3): 239-257 (2001) - [j1]Leandro Nunes de Castro, Fernando J. Von Zuben:
Automatic Determination Of Radial Basis Functions: An Immunity-Based Approach. Int. J. Neural Syst. 11(6): 523-535 (2001)
Conference and Workshop Papers
- 2022
- [c96]Fadi Jerji
, Cristiano Akamine
, Leandro Nunes de Castro
:
Designing Non-Uniform Constellations using an Artificial Immune System. BMSB 2022: 1-4 - [c95]Vitor César Moreira Pereira
, Leandro Nunes de Castro
:
Natural Language Processing Based on a Text Graph Convolutional Network. DCAI (1) 2022: 1-10 - [c94]Diego Duarte Menescal, Leandro Nunes de Castro:
On the Generation of Desired Outputs for Spike Neural Networks (SNN). DCAI (1) 2022: 100-110 - [c93]Rodrigo Pasti, Khallil Taverna Chaim
, María Concepción García Otaduy
, Patrick Martins de Faria, Marcio Biczyk
, Leandro Nunes de Castro
:
Motion Induced Scores for 7Tesla rs-fMRI with Post-Mortem Data as Reference. DCAI (1) 2022: 230-239 - [c92]Matheus A. Ferraria, Vinicius A. Ferraria, Leandro Nunes de Castro:
A Study on Different Text Representation Methods for the Negative Selection Algorithm. DCAI (1) 2022: 302-311 - [c91]Christyan Inácio de Almeida, Leandro Nunes de Castro
:
A Method to Predict the Relative Performance of Stocks Using Financial Meta-indicators. DCAI (1) 2022: 322-331 - [c90]Carinna Nunes Tulha, Marco António Garcia de Carvalho, Leandro Nunes de Castro:
LEDA: A Learning Analytics Based Framework to Analyze Remote Labs Interaction. L@S 2022: 379-383 - 2020
- [c89]Mauricio Noris Freire, Leandro Nunes de Castro:
A Framework for e-Recruitment Recommender Systems. ICAISC (2) 2020: 165-175 - [c88]Joel J. S. Junior, Fabrício Gomes Vilasbôas, Leandro Nunes de Castro:
The Influence of Feature Selection on Job Clustering for an E-recruitment Recommender System. ICAISC (2) 2020: 176-187 - 2019
- [c87]Júlio César de Lima Costa, Leandro Nunes de Castro, Calebe de Paula Bianchini
:
Sensitivity Analysis of the Negative Selection Algorithm Applied to Anomalies Identification in Builds. CLEI 2019: 1-6 - [c86]Rodrigo Pasti, Fabrício Gomes Vilasbôas, Isabela R. Roque, Leandro Nunes de Castro:
A Sensitivity and Performance Analysis of Word2Vec Applied to Emotion State Classification Using a Deep Neural Architecture. DCAI 2019: 199-206 - [c85]Guilherme Raiol de Miranda
, Rodrigo Pasti, Leandro Nunes de Castro:
Detecting Topics in Documents by Clustering Word Vectors. DCAI 2019: 235-243 - [c84]Rafael Marin Machado de Souza, Fabrício Gomes Vilasbôas, Pollyana Notargiacomo
, Leandro Nunes de Castro
:
Integrating an Association Rule Mining Agent in an ERP System: A Proposal and a Computational Scalability Analysis. ICAART (2) 2019: 778-786 - [c83]Flavio Gabriel Duarte, Leandro Nunes de Castro:
A Fuzzy Clustering Algorithm for Portfolio Selection. CBI (1) 2019: 414-418 - 2018
- [c82]Danilo Souza da Cunha, Leandro Nunes de Castro
:
Evolutionary and Immune Algorithms Applied to Association Rule Mining in Static and Stream Data. CEC 2018: 1-8 - [c81]Isabela Ruiz Roque da Silva
, Ana Carolina E. S. Lima, Rodrigo Pasti, Leandro Nunes de Castro:
Classifying Emotions in Twitter Messages Using a Deep Neural Network. DCAI (Special Sessions) 2018: 283-290 - [c80]Cristina Fátima Claro, Ana Carolina E. S. Lima, Leandro Nunes de Castro
:
Predicting Temperament using Keirsey's Model for Portuguese Twitter Data. ICAART (2) 2018: 250-256 - [c79]Cristina Fátima Claro, Ana Carolina E. S. Lima, Leandro Nunes de Castro
:
The Application of Keirsey's Temperament Model to Twitter Data in Portuguese. ICAART (Revised Selected Papers) 2018: 408-421 - [c78]Danilo Souza da Cunha, Rafael Silveira Xavier, Daniel Gomes Ferrari, Leandro Nunes de Castro
:
Bacterial Colony Algorithms Applied to Association Rule Mining in Static Data and Streams. PAAMS (Workshops) 2018: 525-533 - 2016
- [c77]Thiago A. S. Masutti, Leandro Nunes de Castro
:
TSPoptBees: A Bee-Inspired Algorithm to Solve the Traveling Salesman Problem. IIAI-AAI 2016: 593-598 - [c76]Ana Carolina E. S. Lima, Leandro Nunes de Castro
:
Predicting Temperament from Twitter Data. IIAI-AAI 2016: 599-604 - [c75]José Ahirton Batista Lopes Filho, Rodrigo Pasti, Leandro Nunes de Castro
:
Gender Classification of Twitter Data Based on Textual Meta-Attributes Extraction. WorldCIST (1) 2016: 1025-1034 - 2015
- [c74]María Navarro, Marcelo F. Caetano
, Gilberto Bernardes
, Leandro Nunes de Castro
, Juan Manuel Corchado
:
Automatic Generation of Chord Progressions with an Artificial Immune System. EvoMUSART 2015: 175-186 - [c73]Alexandre Szabo, Myriam Regattieri Delgado, Leandro Nunes de Castro
:
A Particle Swarm Clustering Algorithm with Fuzzy Weighted Step Sizes. IDEAL 2015: 87-95 - [c72]Danilo Souza da Cunha, Rafael Silveira Xavier, Leandro Nunes de Castro
:
A Bacterial Colony Algorithm for Association Rule Mining. IDEAL 2015: 96-103 - [c71]Rafael Felix, Leandro Augusto da Silva, Leandro Nunes de Castro
:
Thresholding the Courtesy Amount of Brazilian Bank Checks Using a Local Methodology. PAAMS (Workshops) 2015: 213-221 - 2014
- [c70]Renato Dourado Maia, Leandro Nunes de Castro
, Walmir Matos Caminhas
:
Real-parameter optimization with OptBees. IEEE Congress on Evolutionary Computation 2014: 2649-2655 - [c69]Willyan Daniel Abilhoa, Leandro Nunes de Castro
:
TKG: A Graph-Based Approach to Extract Keywords from Tweets. DCAI 2014: 425-432 - [c68]Dávila Patrícia Ferreira Cruz, Renato Dourado Maia, Leandro Augusto da Silva, Leandro Nunes de Castro
:
A Bee-Inspired Data Clustering Approach to Design RBF Neural Network Classifiers. DCAI 2014: 545-552 - [c67]Dávila Patrícia Ferreira Cruz, Renato Dourado Maia, Leandro Nunes de Castro
:
Parametric sensitivity analysis of cOptBees optimal clustering algorithm. ISDA 2014: 168-173 - 2013
- [c66]Rafael Silveira Xavier, Leandro Nunes de Castro:
Natural Information and Computation: A Proposal Based on Interaction and Decision Making. AAAI Fall Symposia 2013 - [c65]Venyton N. L. Izidoro, Leandro Nunes de Castro
, Angelo C. Loula
:
A genetic-evolutionary model to simulate population dynamics in the Calangos game. IEEE Congress on Evolutionary Computation 2013: 277-283 - [c64]Dávila Patrícia Ferreira Cruz, Renato Dourado Maia, Alexandre Szabo, Leandro Nunes de Castro
:
A bee-inspired algorithm for optimal data clustering. IEEE Congress on Evolutionary Computation 2013: 3140-3147 - 2012
- [c63]Ana Carolina E. S. Lima, Leandro Nunes de Castro
:
Automatic sentiment analysis of Twitter messages. CASoN 2012: 52-57 - [c62]Ederson Borges
, Daniel Gomes Ferrari, Leandro Nunes de Castro
:
Silhouette-based clustering using an immune network. IEEE Congress on Evolutionary Computation 2012: 1-9 - [c61]Luiz Antonio Carraro, Leandro Nunes de Castro
:
A clonal selection algorithm to minimize reshuffling in container stacking operations. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c60]Renato Dourado Maia, Leandro Nunes de Castro
, Walmir Matos Caminhas
:
Bee colonies as model for multimodal continuous optimization: The OptBees algorithm. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c59]Alexandre Szabo, Leandro Nunes de Castro
, Myriam Regattieri Delgado:
FaiNet: An immune algorithm for fuzzy clustering. FUZZ-IEEE 2012: 1-9 - [c58]Alexandre Szabo, Leandro Nunes de Castro
, Myriam Regattieri Delgado:
A Constructive Particle Swarm Algorithm for Fuzzy Clustering. IDEAL 2012: 390-398 - [c57]Daniel Gomes Ferrari, Leandro Nunes de Castro
:
Clustering Algorithm Recommendation: A Meta-learning Approach. SEMCCO 2012: 143-150 - [c56]Danilo Souza da Cunha, Leandro Nunes de Castro
:
Evolutionary and Immune Algorithms Applied to Association Rule Mining. SEMCCO 2012: 628-635 - 2011
- [c55]Rodrigo Pasti, Fernando J. Von Zuben
, Renato Dourado Maia, Leandro Nunes de Castro
:
Heuristics to avoid redundant solutions on population-based multimodal continuous optimization. IEEE Congress on Evolutionary Computation 2011: 2321-2328 - [c54]Rafael Silveira Xavier, Nizam Omar, Leandro Nunes de Castro
:
Bacterial colony: Information processing and computational behavior. NaBIC 2011: 439-443 - [c53]Alexandre Szabo, Leandro Nunes de Castro
, Myriam Regattieri Delgado:
The proposal of a fuzzy clustering algorithm based on particle swarm. NaBIC 2011: 459-465 - [c52]Luiz A. Carraro, Leandro Nunes de Castro
:
A Clonal Selection Algorithm for the container stacking problem. NaBIC 2011: 569-574 - [c51]Venyton N. L. Izidoro, Leandro Nunes de Castro
, Angelo C. Loula
, Charbel N. El-Hani:
CALANGOS Level 4: The Environmental Influence on the Players' Strategy in a Simulation of the Ecological and Evolutionary Level of the Game. SBGames 2011: 114-123 - 2010
- [c50]Alexandre Szabo, Ana Karina Fontes Prior, Leandro Nunes de Castro
:
The proposal of a velocity memoryless clustering swarm. IEEE Congress on Evolutionary Computation 2010: 1-5 - [c49]Alexandre Szabo, Ana Karina Fontes Prior, Leandro Nunes de Castro
:
The behavior of particles in the Particle Swarm Clustering algorithm. FUZZ-IEEE 2010: 1-7 - [c48]Luiz Antonio Carraro, Leandro Nunes de Castro
, Angelita Maria de Ré:
A fuzzy inference system to determine the number of clones in the clonal selection algorithm. NaBIC 2010: 98-102 - [c47]Alexandre Szabo, Leandro Nunes de Castro
:
The proposal of a Constructive Particle Swarm Classifier. NaBIC 2010: 164-168 - [c46]Rafael Silveira Xavier, Leandro Nunes de Castro
:
Computational replicators: A taxonomy of properties and a preliminary model. NaBIC 2010: 249-254 - 2009
- [c45]Thiago F. Covoes, Eduardo R. Hruschka
, Leandro Nunes de Castro
, Átila M. Santos:
A Cluster-Based Feature Selection Approach. HAIS 2009: 169-176 - 2008
- [c44]Thiago A. S. Masutti, Leandro Nunes de Castro
:
A Clustering Approach Based on Artificial Neural Networks to Solve Routing Problems. CSE 2008: 285-292 - [c43]Thiago A. S. Masutti, Leandro Nunes de Castro
:
A Neuro-Immune Algorithm to Solve the Capacitated Vehicle Routing Problem. ICARIS 2008: 210-219 - 2007
- [c42]Rodrigo Pasti, Leandro Nunes de Castro:
The Influence of Diversity in an Immune-Based Algorithm to Train MLP Networks. ICARIS 2007: 71-82 - [c41]Thiago A. S. Masutti, Leandro Nunes de Castro:
A Constructive Self-Organizing Network Applied to a Discrete Optimization Problem. ISDA 2007: 52-57 - [c40]Yupanqui Julho Muñoz, Leandro Nunes de Castro:
Simulating Life as a Self-Organizing and Emergent Phenomenon. ISDA 2007: 895-900 - 2006
- [c39]Sandra C. M. Cohen, Leandro Nunes de Castro:
Data Clustering with Particle Swarms. IEEE Congress on Evolutionary Computation 2006: 1792-1798 - [c38]Fabrício Olivetti de França, Lalinka de C. T. Gomes, Leandro Nunes de Castro, Fernando J. Von Zuben:
Handling Time-Varying TSP Instances. IEEE Congress on Evolutionary Computation 2006: 2830-2837 - [c37]Cynthia Junqueira, Fabrício Olivetti de França, Romis Ribeiro Faissol Attux, Cristiano M. Panazio, Leandro Nunes de Castro, Fernando J. Von Zuben, João Marcos Travassos Romano:
Immune-inspired Dynamic Optimization for Blind Spatial Equalization in Undermodeled Channels. IEEE Congress on Evolutionary Computation 2006: 2896-2903 - [c36]Fábio A. P. Reis, Igor C. Félix, Silvio Luiz Stanzani, Ricardo J. G. B. Campello, Leandro Nunes de Castro, Hermes Senger, Marta C. Rosatelli:
A Learning Object on Computational Intelligence. ICALT 2006: 33 - [c35]George Barreto Bezerra, Tiago V. Barra, Hamilton M. Ferreira, Helder Knidel, Leandro Nunes de Castro, Fernando J. Von Zuben:
An Immunological Filter for Spam. ICARIS 2006: 446-458 - [c34]Tiago V. Barra, George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben:
An Immunological Density-Preserving Approach to the Synthesis of RBF Neural Networks for classification. IJCNN 2006: 929-935 - [c33]Rodrigo Pasti, Leandro Nunes de Castro:
An Immune and a Gradient-Based Method to Train Multi-Layer Perceptron Neural Networks. IJCNN 2006: 2075-2082 - [c32]Helder Knidel, Fernando J. Von Zuben, Leandro Nunes de Castro:
A Supervised Constructive Neuro-Immune Network for Pattern Classification. IJCNN 2006: 2083-2089 - [c31]Rodrigo Pasti, Leandro Nunes de Castro:
A Neuro-Immune Network for Solving the Traveling Salesman Problem. IJCNN 2006: 3760-3766 - 2005
- [c30]George Barreto Bezerra, Tiago V. Barra, Fernando J. Von Zuben, Leandro Nunes de Castro:
Handling Data Sparseness in Gene Network Reconstruction. CIBCB 2005: 68-75 - [c29]Patrícia Amâncio Vargas
, Renan Cipriano Moioli
, Leandro Nunes de Castro
, Jon Timmis
, Mark James Neal, Fernando J. Von Zuben
:
Artificial Homeostatic System: A Novel Approach. ECAL 2005: 754-764 - [c28]Fabrício Olivetti de França, Fernando J. Von Zuben, Leandro Nunes de Castro:
An artificial immune network for multimodal function optimization on dynamic environments. GECCO 2005: 289-296 - [c27]Helder Knidel, Leandro Nunes de Castro
, Fernando J. Von Zuben
:
RABNET: a real-valued antibody network for data clustering. GECCO 2005: 371-372 - [c26]George Barreto Bezerra, Tiago V. Barra, Leandro Nunes de Castro, Fernando J. Von Zuben:
Adaptive Radius Immune Algorithm for Data Clustering. ICARIS 2005: 290-303 - [c25]Danilo Mattos Bonfim, Leandro Nunes de Castro:
FranksTree: A Genetic Programming Approach to Evolve Derived Bracketed L-Systems. ICNC (1) 2005: 1275-1278 - [c24]Helder Knidel, Leandro Nunes de Castro, Fernando J. Von Zuben:
Data Clustering with a Neuro-immune Network. ICNC (1) 2005: 1279-1288 - 2004
- [c23]Fabricio Sergio de Paula, Leandro Nunes de Castro, Paulo L. de Geus:
An intrusion detection system using ideas from the immune system. IEEE Congress on Evolutionary Computation 2004: 1059-1066 - [c22]Eduardo R. Hruschka
, Ricardo J. G. B. Campello
, Leandro Nunes de Castro
:
Evolutionary search for optimal fuzzy c-means clustering. FUZZ-IEEE 2004: 685-690 - [c21]Eduardo R. Hruschka
, Ricardo J. G. B. Campello, Leandro Nunes de Castro:
Improving the Efficiency of a Clustering Genetic Algorithm. IBERAMIA 2004: 861-870 - [c20]George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben:
A Hierarchical Immune Network Applied to Gene Expression Data. ICARIS 2004: 14-27 - [c19]Eduardo R. Hruschka
, Leandro Nunes de Castro
, Ricardo J. G. B. Campello
:
Evolutionary Algorithms for Clustering Gene-Expression Data. ICDM 2004: 403-406 - [c18]Vahid Sherafat, Leandro Nunes de Castro, Eduardo R. Hruschka
:
TermitAnt: An Ant Clustering Algorithm Improved by Ideas from Termite Colonies. ICONIP 2004: 1088-1093 - [c17]Fabrício Olivetti de França, Fernando J. Von Zuben, Leandro Nunes de Castro:
Definition of Capacited p-Medians by a Modified Max Min Ant System with Local Search. ICONIP 2004: 1094-1100 - [c16]George Barreto Bezerra, Geraldo M. A. Cançado, Marcelo Menossi, Leandro Nunes de Castro, Fernando J. Von Zuben:
Recent Advances in Gene Expression Data Clustering: A Case Study with Comparative Results. WOB 2004: 9-16 - 2003
- [c15]Leandro Nunes de Castro
:
The immune response of an artificial immune network (aiNet). IEEE Congress on Evolutionary Computation 2003: 146-153 - [c14]Patrícia Amâncio Vargas
, Leandro Nunes de Castro
, Roberto Michelan, Fernando J. Von Zuben
:
Implementation of an immuno-genetic network on a real Khepera II robot. IEEE Congress on Evolutionary Computation 2003: 420-426 - [c13]George Barreto Bezerra, Leandro Nunes de Castro:
Bioinformatics Data Analysis Using an Artificial Immune Network. ICARIS 2003: 22-33 - [c12]Patrícia Amâncio Vargas, Leandro Nunes de Castro, Roberto Michelan, Fernando J. Von Zuben:
An Immune Learning Classifier Network for Autonomous Navigation. ICARIS 2003: 69-80 - [c11]Romis Ribeiro Faissol Attux, Leandro Nunes de Castro
, Fernando José Von Zuben
, João Marcos Travassos Romano:
A paradigm for blind IIR equalization using the constant modulus criterion and an artificial immune network. NNSP 2003: 839-848 - [c10]Rafael Ferrari
, Cristiano M. Panazio
, Romis Ribeiro Faissol Attux, Charles Casimiro Cavalcante
, Leandro Nunes de Castro
, Fernando José Von Zuben
, João M. T. Romano:
Unsupervised channel equalization using fuzzy prediction-error filters. NNSP 2003: 869-878 - [c9]Lalinka de C. T. Gomes, Janaína S. de Sousa, George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben:
Copt-aiNet and the Gene Ordering Problem. WOB 2003: 28-37 - 2002
- [c8]Leandro Nunes de Castro
, Jon Timmis
:
An artificial immune network for multimodal function optimization. IEEE Congress on Evolutionary Computation 2002: 699-704 - [c7]Patrícia Amâncio Vargas, Leandro Nunes de Castro, Fernando J. Von Zuben:
Mapping Artificial Immune Systems into Learning Classifier Systems. IWLCS 2002: 163-186 - [c6]Leandro Nunes de Castro
:
Comparing Immue and Neural Networks. SBRN 2002: 250-255 - 2000
- [c5]Leandro Nunes de Castro, Fernando J. Von Zuben
:
An Evolutionary Immune Network for Data Clustering. SBRN 2000: 84-89 - 1999
- [c4]Eduardo Masato Iyoda, Leandro Nunes de Castro
, Fernando A. C. Gomide, Fernando J. Von Zuben
:
Evolutionary design of neurofuzzy networks for pattern classification. CEC 1999: 1237-1244 - [c3]Leandro Nunes de Castro, Fernando J. Von Zuben:
An improving pruning technique with restart for the Kohonen self-organizing feature map. IJCNN 1999: 1916-1919 - [c2]Leandro Nunes de Castro, Luis Alberto Ramirez, Fernando A. C. Gomide, Fernando J. Von Zuben:
Hybrid tuning of activation functions in feedforward neural networks. IJCNN 1999: 4263-4268 - 1998
- [c1]Leandro Nunes de Castro, Eduardo Masato Iyoda, Fernando J. Von Zuben, Ricardo R. Gudwin
:
Feedforward Neural Network Initialization: an Evolutionary Approach. SBRN 1998: 43-48
Editorship
- 2007
- [e1]Leandro Nunes de Castro, Fernando J. Von Zuben, Helder Knidel:
Artificial Immune Systems, 6th International Conference, ICARIS 2007, Santos, Brazil, August 26-29, 2007, Proceedings. Lecture Notes in Computer Science 4628, Springer 2007, ISBN 978-3-540-73921-0 [contents]
Reference Works
- 2005
- [r1]Leandro Nunes de Castro:
Natural Computing. Encyclopedia of Information Science and Technology (IV) 2005: 2080-2084
Coauthor Index
![](https://dblp1.uni-trier.de/img/cog.dark.24x24.png)
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