Leandro Nunes de Castro

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. International Journal of Computational Intelligence and Applications 11(1) (2012)

Alexandre Szabo, Leandro Nunes de Castro: Cpsclass: a Constructive Particle Swarm Classifier. International Journal of Computational Intelligence and Applications 11(1) (2012)

Ederson Borges, Daniel Gomes Ferrari, Leandro Nunes de Castro: Silhouette-based clustering using an immune network. IEEE Congress on Evolutionary Computation 2012: 1-9

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

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

Alexandre Szabo, Leandro Nunes de Castro, Myriam Regattieri Delgado: FaiNet: An immune algorithm for fuzzy clustering. FUZZ-IEEE 2012: 1-9

Alexandre Szabo, Leandro Nunes de Castro, Myriam Regattieri Delgado: A Constructive Particle Swarm Algorithm for Fuzzy Clustering. IDEAL 2012: 390-398

Daniel Gomes Ferrari, Leandro Nunes de Castro: Clustering Algorithm Recommendation: A Meta-learning Approach. SEMCCO 2012: 143-150

Danilo Souza da Cunha, Leandro Nunes de Castro: Evolutionary and Immune Algorithms Applied to Association Rule Mining. SEMCCO 2012: 628-635

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. IJNCR 2(4): 17-30 (2011)

Rodrigo Pasti, Fernando J. Von Zuben, Leandro Nunes de Castro: Ecosystems Computing: Introduction to Biogeographic Computation. IJNCR 2(4): 47-67 (2011)

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

Rafael Silveira Xavier, Nizam Omar, Leandro Nunes de Castro: Bacterial colony: Information processing and computational behavior. NaBIC 2011: 439-443

Alexandre Szabo, Leandro Nunes de Castro, Myriam Regattieri Delgado: The proposal of a fuzzy clustering algorithm based on particle swarm. NaBIC 2011: 459-465

Luiz A. Carraro, Leandro Nunes de Castro: A Clonal Selection Algorithm for the container stacking problem. NaBIC 2011: 569-574

Venyton N. L. Izidoro, Leandro Nunes de Castro, Angelo 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

Leandro Nunes de Castro, Jon Timmis, Helder Knidel, Fernando J. Von Zuben: Artificial Immune Systems: structure, function, diversity and an application to biclustering. Natural Computing 9(3): 575-577 (2010)

Rodrigo Pasti, Leandro Nunes de Castro, Guilherme Palermo Coelho, Fernando J. Von Zuben: Neural network ensembles: immune-inspired approaches to the diversity of components. Natural Computing 9(3): 625-653 (2010)

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

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

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

Alexandre Szabo, Leandro Nunes de Castro: The proposal of a Constructive Particle Swarm Classifier. NaBIC 2010: 164-168

Rafael Silveira Xavier, Leandro Nunes de Castro: Computational replicators: A taxonomy of properties and a preliminary model. NaBIC 2010: 249-254

Thiago A. S. Masutti, Leandro Nunes de Castro: Neuro-immune approach to solve routing problems. Neurocomputing 72(10-12): 2189-2197 (2009)

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)

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)

Yupanqui Julho Munoz, Leandro Nunes de Castro: Self-organisation and emergence in artificial life: concepts and illustrations. J. Exp. Theor. Artif. Intell. 21(4): 273-292 (2009)

Thiago F. Covoes, Eduardo R. Hruschka, Leandro Nunes de Castro, Átila M. Santos: A Cluster-Based Feature Selection Approach. HAIS 2009: 169-176

Leandro Nunes de Castro, Yupanqui J. Muñoz, Leandro R. de Freitas, Charbel N. El-Hani: A Virtual Laboratory on Natural Computing: A Learning Experiment. IJDET 6(2): 55-73 (2008)

Thiago A. S. Masutti, Leandro Nunes de Castro: A Clustering Approach Based on Artificial Neural Networks to Solve Routing Problems. CSE 2008: 285-292

Thiago A. S. Masutti, Leandro Nunes de Castro: A Neuro-Immune Algorithm to Solve the Capacitated Vehicle Routing Problem. ICARIS 2008: 210-219

Rodrigo Pasti, Leandro Nunes de Castro: The Influence of Diversity in an Immune-Based Algorithm to Train MLP Networks. ICARIS 2007: 71-82

Thiago A. S. Masutti, Leandro Nunes de Castro: A Constructive Self-Organizing Network Applied to a Discrete Optimization Problem. ISDA 2007: 52-57

Yupanqui Julho Munoz, Leandro Nunes de Castro: Simulating Life as a Self-Organizing and Emergent Phenomenon. ISDA 2007: 895-900

Leandro Nunes de Castro, Fernando J. Von Zuben, Helder Knidel (Eds.): 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

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)

Fábio A. P. Reis, Igor C. Félix, Silvio L. Stanzani, Ricardo J. G. B. Campello, Leandro Nunes de Castro, Hermes Senger, Marta C. Rosatelli: A Learning Object on Computational Intelligence. ICALT 2006: 33

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

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

Rodrigo Pasti, Leandro Nunes de Castro: An Immune and a Gradient-Based Method to Train Multi-Layer Perceptron Neural Networks. IJCNN 2006: 2075-2082

Helder Knidel, Fernando J. Von Zuben, Leandro Nunes de Castro: A Supervised Constructive Neuro-Immune Network for Pattern Classification. IJCNN 2006: 2083-2089

Rodrigo Pasti, Leandro Nunes de Castro: A Neuro-Immune Network for Solving the Traveling Salesman Problem. IJCNN 2006: 3760-3766

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)

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)

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

Patrícia Amâncio Vargas, Renan C. Moioli, Leandro Nunes de Castro, Jon Timmis, Mark James Neal, Fernando J. Von Zuben: Artificial Homeostatic System: A Novel Approach. ECAL 2005: 754-764

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

Helder Knidel, Leandro Nunes de Castro, Fernando J. Von Zuben: RABNET: a real-valued antibody network for data clustering. GECCO 2005: 371-372

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

Danilo Mattos Bonfim, Leandro Nunes de Castro: FranksTree: A Genetic Programming Approach to Evolve Derived Bracketed L-Systems. ICNC (1) 2005: 1275-1278

Helder Knidel, Leandro Nunes de Castro, Fernando J. Von Zuben: Data Clustering with a Neuro-immune Network. ICNC (1) 2005: 1279-1288

Leandro Nunes de Castro: Natural Computing. Encyclopedia of Information Science and Technology (IV) 2005: 2080-2084

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. Genetic Programming and Evolvable Machines 5(2): 157-179 (2004)

Leandro Nunes de Castro: Dynamics of an artificial immune network. J. Exp. Theor. Artif. Intell. 16(1): 19-39 (2004)

Eduardo R. Hruschka, Ricardo J. G. B. Campello, Leandro Nunes de Castro: Improving the Efficiency of a Clustering Genetic Algorithm. IBERAMIA 2004: 861-870

George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben: A Hierarchical Immune Network Applied to Gene Expression Data. ICARIS 2004: 14-27

Eduardo R. Hruschka, Leandro Nunes de Castro, Ricardo J. G. B. Campello: Evolutionary Algorithms for Clustering Gene-Expression Data. ICDM 2004: 403-406

Vahid Sherafat, Leandro Nunes de Castro, Eduardo R. Hruschka: TermitAnt: An Ant Clustering Algorithm Improved by Ideas from Termite Colonies. ICONIP 2004: 1088-1093

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

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

Romis de 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. Sig. Proc. 2003(8): 740-747 (2003)

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)

Leandro Nunes de Castro, Jon Timmis: Artificial immune systems as a novel soft computing paradigm. Soft Comput. 7(8): 526-544 (2003)

Leandro Nunes de Castro: The immune response of an artificial immune network (aiNet). IEEE Congress on Evolutionary Computation (1) 2003: 146-153

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 (1) 2003: 420-426

George Barreto Bezerra, Leandro Nunes de Castro: Bioinformatics Data Analysis Using an Artificial Immune Network. ICARIS 2003: 22-33

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

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

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

Leandro Nunes de Castro, Fernando J. Von Zuben: Learning and optimization using the clonal selection principle. IEEE Trans. Evolutionary Computation 6(3): 239-251 (2002)

Patrícia Amâncio Vargas, Leandro Nunes de Castro, Fernando J. Von Zuben: Mapping Artificial Immune Systems into Learning Classifier Systems. IWLCS 2002: 163-186

Leandro Nunes de Castro: Comparing Immue and Neural Networks. SBRN 2002: 250-255

Leandro Nunes de Castro, Fernando J. Von Zuben: Immune and Neural Network Models: Theoretical and Empirical Comparisons. International Journal of Computational Intelligence and Applications 1(3): 239-257 (2001)

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)

Leandro Nunes de Castro, Fernando J. Von Zuben: An Evolutionary Immune Network for Data Clustering. SBRN 2000: 84-89

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