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707 results on '"Castro, Leandro"'

1. An Analysis of Different Text Representation Schemes for an Immune Clustering Algorithm

Author

Ferraria, Matheus A., Balbi, Pedro P., de Castro, Leandro N., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Chinthaginjala, Ravikumar, editor, Sitek, Pawel, editor, Min-Allah, Nasro, editor, Matsui, Kenji, editor, Ossowski, Sascha, editor, and Rodríguez, Sara, editor

Published
2025
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2. TRUNC: A Transfer Learning Unsupervised Network for Data Clustering

Author

Xavier, Rita, Peller, John, de Castro, Leandro N., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Chinthaginjala, Ravikumar, editor, Sitek, Pawel, editor, Min-Allah, Nasro, editor, Matsui, Kenji, editor, Ossowski, Sascha, editor, and Rodríguez, Sara, editor

Published
2025
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3. An Ant Colony Optimization Approach to Optimize Biblical Sermons

Author

Lima, Bruno C. S., Frango, Ismar S., de Castro, Leandro N., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Chinthaginjala, Ravikumar, editor, Sitek, Pawel, editor, Min-Allah, Nasro, editor, Matsui, Kenji, editor, Ossowski, Sascha, editor, and Rodríguez, Sara, editor

Published
2025
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4. Healthchain - Bidimensional Blockchain for Collaborative and Secure Deep Learning in Healthcare

Author

Souza, Rafael Marin Machado de, Holm, Andrew, Biczyk, Marcio, Castro, Leandro Nunes de, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Chinthaginjala, Ravikumar, editor, Sitek, Pawel, editor, Min-Allah, Nasro, editor, Matsui, Kenji, editor, Ossowski, Sascha, editor, and Rodríguez, Sara, editor

Published
2025
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6. Fundamentals of natural computing : basic concepts, algorithms, and applications.

Author

De Castro, Leandro N.

Subjects
Evolutionary programming (Computer science), Molecular computers, Natural computation, Neural networks (Computer science), Quantum computers
Abstract

Summary: Natural computing brings together nature and computing to develop new computational tools for problem solving; to synthesize natural patterns and behaviors in computers; and to potentially design novel types of computers. Fundamentals of Natural Computing: Basic Concepts, Algorithms, and Applications presents a wide-ranging survey of novel techniques and important applications of nature-based computing. This book presents theoretical and philosophical discussions, pseudocodes for algorithms, and computing paradigms that illustrate how computational techniques can be used to solve complex problems, simulate nature, explain natural phenomena, and possibly allow the development of new computing technologies. The author features a consistent and approachable, textbook-style format that includes lucid figures, tables, real-world examples, and different types of exercises that complement the concepts while encouraging readers to apply the computational tools in each chapter. Building progressively upon core concepts of nature-inspired techniques, the topics include evolutionary computing, neurocomputing, swarm intelligence, immunocomputing, fractal geometry, artificial life, quantum computing, and DNA computing. Fundamentals of Natural Computing is a self-contained introduction and a practical guide to nature-based computational approaches that will find numerous applications in a variety of growing fields including engineering, computer science, biological modeling, and bioinformatics

Published
2006

7. Competency-Centered Taxonomy Focus on VISIR Remote Experiment

Author

Tulha, Carinna Nunes, de Castro, Leandro N., da Silva, Juarez Bento, da Silva, Isabela Nardi, Simão, José Pedro Schardosim, de Carvalho, Marco A. G., Huang, Ronghuai, Series Editor, Kinshuk, Series Editor, Jemni, Mohamed, Series Editor, Chen, Nian-Shing, Series Editor, Spector, J. Michael, Series Editor, Gonçalves, José Alexandre de Carvalho, editor, Lima, José Luís Sousa de Magalhães, editor, Coelho, João Paulo, editor, García-Peñalvo, Francisco José, editor, and García-Holgado, Alicia, editor

Published
2024
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11. Advanced Hearing and Balance Evaluation in Otitis Media

Author

da Costa Monsanto, Rafael, de Castro, Leandro Guena, Saito, Matheus, Junior, José Carlos Convento, de Oliveira Penido, Norma, Goycoolea, Marcos V., editor, Selaimen da Costa, Sady, editor, de Souza, Chris, editor, and Paparella, Michael M., editor

Published
2023
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12. A Method to Predict the Relative Performance of Stocks Using Financial Meta-indicators

Author

de Almeida, Christyan Inácio, de Castro, Leandro Nunes, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Omatu, Sigeru, editor, Mehmood, Rashid, editor, Sitek, Pawel, editor, Cicerone, Serafino, editor, and Rodríguez, Sara, editor

Published
2023
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13. A Study on Different Text Representation Methods for the Negative Selection Algorithm

Author

Ferraria, Matheus A., Ferraria, Vinicius A., de Castro, Leandro Nunes, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Omatu, Sigeru, editor, Mehmood, Rashid, editor, Sitek, Pawel, editor, Cicerone, Serafino, editor, and Rodríguez, Sara, editor

Published
2023
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14. Motion Induced Scores for 7Tesla rs-fMRI with Post-Mortem Data as Reference

Author

Pasti, Rodrigo, Chaim, Khallil Taverna, Otaduy, María Concepcion Garcia, de Faria, Patrick Martins, Biczyk, Marcio, de Castro, Leandro Nunes, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Omatu, Sigeru, editor, Mehmood, Rashid, editor, Sitek, Pawel, editor, Cicerone, Serafino, editor, and Rodríguez, Sara, editor

Published
2023
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15. Natural Language Processing Based on a Text Graph Convolutional Network

Author

Pereira, Vitor César Moreira, de Castro, Leandro Nunes, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Omatu, Sigeru, editor, Mehmood, Rashid, editor, Sitek, Pawel, editor, Cicerone, Serafino, editor, and Rodríguez, Sara, editor

Published
2023
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16. On the Generation of Desired Outputs for Spike Neural Networks (SNN)

Author

Menescal, Diego Duarte, de Castro, Leandro Nunes, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Omatu, Sigeru, editor, Mehmood, Rashid, editor, Sitek, Pawel, editor, Cicerone, Serafino, editor, and Rodríguez, Sara, editor

Published
2023
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28. Detecting Topics in Documents by Clustering Word Vectors

Author

de Miranda, Guilherme Raiol, Pasti, Rodrigo, de Castro, Leandro Nunes, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Herrera, Francisco, editor, Matsui, Kenji, editor, and Rodríguez-González, Sara, editor

Published
2020
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29. A Sensitivity and Performance Analysis of Word2Vec Applied to Emotion State Classification Using a Deep Neural Architecture

Author

Pasti, Rodrigo, Vilasbôas, Fabrício G., Roque, Isabela R., de Castro, Leandro N., Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Herrera, Francisco, editor, Matsui, Kenji, editor, and Rodríguez-González, Sara, editor

Published
2020
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30. The Influence of Feature Selection on Job Clustering for an E-recruitment Recommender System

Author

Junior, Joel J. S., Vilasbôas, Fabricio G., de Castro, Leandro N., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Rutkowski, Leszek, editor, Scherer, Rafał, editor, Korytkowski, Marcin, editor, Pedrycz, Witold, editor, Tadeusiewicz, Ryszard, editor, and Zurada, Jacek M., editor

Published
2020
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31. A Framework for e-Recruitment Recommender Systems

Author

Freire, Mauricio Noris, Castro, Leandro Nunes de, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Rutkowski, Leszek, editor, Scherer, Rafał, editor, Korytkowski, Marcin, editor, Pedrycz, Witold, editor, Tadeusiewicz, Ryszard, editor, and Zurada, Jacek M., editor

Published
2020
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32. AN ENTREPRENEURIAL MATURITY LEVEL ASSESSMENT METHODOLOGY: A CASE STUDY IN THE BUSINESS INCUBATOR OF MACKENZIE PRESBYTERIAN UNIVERSITY/ UMA METODOLOGIA DE AVALIACAO DO NIVEL DE MATURIDADE EMPREENDEDORA: UM ESTUDO DE CASO NA INCUBADORA DA UNIVERSIDADE PRESBITERIANA MACKENZIE/ UNA METODOLOGIA DE EVALUACION DEL NIVEL DE MADUREZ EMPRESARIAL: UN ESTUDIO DE CASO EN LA INCUBADORA DE LA UNIVERSIDAD PRESBITERIANA MACKENZIE

Author

de Castro, Leandro Nunes, de Araujo, Renata Mendes, Fragoso, Nelson Destro, and Tropiano, Ligia Maria da Costa Canellas

Published
2021
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36. Classifying Emotions in Twitter Messages Using a Deep Neural Network

Author

da Silva, Isabela R. R., Lima, Ana C. E. S., Pasti, Rodrigo, de Castro, Leandro N., Kacprzyk, Janusz, Series editor, Rodríguez, Sara, editor, Prieto, Javier, editor, Faria, Pedro, editor, Kłos, Sławomir, editor, Fernández, Alberto, editor, Mazuelas, Santiago, editor, Jiménez-López, M. Dolores, editor, Moreno, María N., editor, and Navarro, Elena M., editor

Published
2019
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37. The Application of Keirsey’s Temperament Model to Twitter Data in Portuguese

Author

Claro, Cristina Fátima, Lima, Ana Carolina E. S., de Castro, Leandro N., Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, van den Herik, Jaap, editor, and Rocha, Ana Paula, editor

Published
2019
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41. Bioprospecting of Mangrove Filamentous Fungi for the Biodegradation of Polyethylene Microplastics.

Author

Aguiar, Arthur, Gama, Letícia, Fornari, Milene, Neto, Almir, de Souza, Rodrigo, Perna, Rafael, Castro, Laura, Kovacs, Stella, Simões, Marta Filipa, Ferreira, Nelson, Domínguez, Yoannis, de Castro, Leandro, and Ottoni, Cristiane

Subjects
LOW density polyethylene, MOLECULAR structure, FILAMENTOUS fungi, INFRARED spectroscopy, MICROPLASTICS, PENICILLIUM
Abstract

The accumulation of microplastics (MPs) in the environment has been a bottleneck for scientific society. Several approaches have been described as possibilities for reducing MPs in aquatic and terrestrial ecosystems; however, most of them are not environmentally friendly. Filamentous fungi (Ff) cells are currently considered a promising solution as a treatment for MPs. Therefore, the present study reports the potential ability of Ff isolated from mangrove sediments to biodegrade low-density polyethylene MPs (LDPEMPs). Six Ff strains were grown in batch cultures for 28 days, and one of them, Aspergillus sp. (AQ3A), showed the most prominent profile to biodegrade polymeric compounds. After morphological and molecular analysis, all strains were identified as belonging to the genera Aspergillus (MQ1C, AQ2A and AQ3A), Penicillium (MQ1A), and Trichoderma (MQ1B and MQ2A). The strain Aspergillus sp. (AQ3A) showed the most promising results with a LDPEMPs reduction rate of 47% and biomass formation of 0.0890 g·mL−1. Complementary studies with Aspergillus sp. (AQ3A) using Fourier-transform infrared spectroscopy (FTIR) highlighted changes in the molecular structure of LDPEMPs. These results indicate that Ff can contribute to the biodegradation of LDPEMPs. However, other parameters, mainly associated with the enzymes that are involved in this biodegradation process, need to be explored. [ABSTRACT FROM AUTHOR]

Published
2024
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42. A Systematic Literature Review on the Use of Federated Learning and Bioinspired Computing.

Author

Marin Machado de Souza, Rafael, Holm, Andrew, Biczyk, Márcio, and de Castro, Leandro Nunes

Subjects
FEDERATED learning, MACHINE learning, PARTICLE swarm optimization, EVOLUTIONARY algorithms, SMART cities
Abstract

Federated learning (FL) and bioinspired computing (BIC), two distinct, yet complementary fields, have gained significant attention in the machine learning community due to their unique characteristics. FL enables decentralized machine learning by allowing models to be trained on data residing across multiple devices or servers without exchanging raw data, thus enhancing privacy and reducing communication overhead. Conversely, BIC draws inspiration from nature to develop robust and adaptive computational solutions for complex problems. This paper explores the state of the art in the integration of FL and BIC, introducing BIC techniques and discussing the motivations for their integration with FL. The convergence of these fields can lead to improved model accuracy, enhanced privacy, energy efficiency, and reduced communication overhead. This synergy addresses inherent challenges in FL, such as data heterogeneity and limited computational resources, and opens up new avenues for developing more efficient and autonomous learning systems. The integration of FL and BIC holds promise for various application domains, including healthcare, finance, and smart cities, where privacy-preserving and efficient computation is paramount. This survey provides a systematic review of the current research landscape, identifies key challenges and opportunities, and suggests future directions for the successful integration of FL and BIC. [ABSTRACT FROM AUTHOR]

Published
2024
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43. TEMAS INTERDISCIPLINARES EM CIÊNCIAS DA SAÚDE

Author

Sousa, Júnior Ribeiro de, primary, Cruz, Francisca Maria Pereira da, additional, Rocha, Dayane Yasmin Silva, additional, Carvalho, Abimael de, additional, Lis, Aichele Teixeira, additional, Carli, Alessandra de Paula, additional, Araujo, Alex Silva de, additional, Fonseca, Alicia Ribeiro, additional, Bedetti, Aline Dias, additional, Teixeira, Alison de Jesus, additional, Araujo, Amauri dos Santos, additional, Costa, Ana Caroline, additional, Vieira, Ana Cristina de Souza, additional, Silva, Ana Cynde Sampaio Gomes da, additional, Queiroz, Ana Helena Araújo Bomfim, additional, Cavalcante, Ana Suelen Pedroza, additional, Pontes, Andréia da Silva Nascimento, additional, Ronn, Andressa Pereira, additional, Reis, Andreza Sousa Dos, additional, Rezende, Angela Chaves, additional, Rodrigues, Antônio Filho Alves, additional, Rodrigues, Antônio José Paulo da Silva, additional, Rezende, Arthur Silva, additional, Silva, Áurea Fabrícia Amâncio Quirino, additional, Mota, Breno de Souza, additional, Alves, Caio Cesar de Souza, additional, David, Camila Vieira Chagas, additional, Santos, Cátia Monique Rodrigues dos, additional, Ferreira, Cleverson Felipe da Silva, additional, Rodrigues, Dágila Vasconcelos, additional, Santos, Daniela das Graças Virgulino dos, additional, França, Danielton Castro de, additional, Cortela, Denise da Costa Boamorte, additional, Sampaio, Elaine Cristina, additional, Silva, Elana Maria da, additional, Oliveira, Eliany Nazaré, additional, Bertolino, Fabiana Faria, additional, Melo, Fabrício de Souza, additional, Vasconcelos, Francisca Denise Silva, additional, Silva, Francisca Noélia Sousa Borges da, additional, Filho, Francisco Clauber Romão, additional, Sousa, Francisco Matheus Azevedo de, additional, Ribeiro, Francisco Natanael Lopes, additional, Carli, Gabriela de Paula, additional, Santos, Gerciane Carvalho dos, additional, Silva, Gláucia dos Santos, additional, Aragão, Grasyelle Miranda, additional, Borges, Guilherme Henrique, additional, Amaral, Hiara Rose Moreno, additional, Muniz, Iara Fonteles, additional, Ferreira, Isabelly Oliveira, additional, Ferreira, Isadora Caixeta da Silveira, additional, Barbosa, Italo Everton Bezerra, additional, Silva, Ívina Alessa Bispo, additional, Komai, Ivy Naomi, additional, Silva, Izadora Nunes da, additional, Sousa, Jaíres Emanuele Nunes de, additional, Teixeira, Joaquim Ismael de Sousa, additional, Guimarães, José Maria Ximenes, additional, Aragão, Joyce Mazza Nunes, additional, Moura, Julia Beatriz Faustino, additional, Bernardes, Juliana Peixoto Teixeira, additional, Vieira, Kálita da Silva, additional, Rodrigues, Larissa Ferreira, additional, Pereira, Larissa Gomes, additional, Sousa, Larissa Maria Dantas de, additional, Castro, Leandro Almeida de, additional, Sousa, Lorrayne Cristina da Silva, additional, Vianna, Luan dos Santos, additional, Carvalho, Luana Marisa Soeiro, additional, Souza, Lucas Silva e, additional, Baldoino, Luciana Stanford, additional, Paixão, Maria Aparecida Flor Silva, additional, Ripardo, Maria Vitória Silva, additional, Bezerra, Mariana Rodrigues, additional, Vasconcelos, Maristela Inês Osawa, additional, Tanji, Maury Massani, additional, Izidório, Morgana Gomes, additional, Alves, Nágila Silva, additional, Bibiano, Natália Morais de Araújo, additional, Sousa, Natália, additional, Albuquerque, Nelson Marques, additional, Lima, Nerilson Marques, additional, Pimentel, Paloma dos Santos, additional, Farias, Paloma Macedo de, additional, Moraes, Ramires dos Santos, additional, Cypriano, Regina Gabelhere, additional, Ferreira-Nunes, Ricardo, additional, Castro, Sandra Bertelli Ribeiro de, additional, Calixto, Sara Catarina Bastos, additional, Santos, Simone Ribeiro dos, additional, Pereira, Suellen Aparecida Patricio, additional, Antônio, Thalia Cristina, additional, Lima, Thalícia Albuquerque, additional, Brito, Thalison Pedro Pinto de, additional, Ferreira, Tiago Pedrosa, additional, Ramos, Vanessa Maria do Nascimento, additional, Andrade, Vanessa Pinheiro, additional, Nascimento, Venícius Bernardo do, additional, Leite, Viktória Braga, additional, Ribeiro, Viviane Beatriz Rodrigues, additional, Judice, Wagner Alves de Souza, additional, Silva, William Gomes, additional, and Pinto, Ygor Torres, additional

Published
2021
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48. Bacterial Colony Algorithms Applied to Association Rule Mining in Static Data and Streams

Author

da Cunha, Danilo S., Xavier, Rafael S., Ferrari, Daniel G., de Castro, Leandro N., Barbosa, Simone Diniz Junqueira, Series Editor, Chen, Phoebe, Series Editor, Filipe, Joaquim, Series Editor, Kotenko, Igor, Series Editor, Sivalingam, Krishna M., Series Editor, Washio, Takashi, Series Editor, Yuan, Junsong, Series Editor, Zhou, Lizhu, Series Editor, Bajo, Javier, editor, Corchado, Juan M., editor, Navarro Martínez, Elena María, editor, Osaba Icedo, Eneko, editor, Mathieu, Philippe, editor, Hoffa-Dąbrowska, Patrycja, editor, del Val, Elena, editor, Giroux, Sylvain, editor, Castro, Antonio J.M., editor, Sánchez-Pi, Nayat, editor, Julián, Vicente, editor, Silveira, Ricardo Azambuja, editor, Fernández, Alberto, editor, Unland, Rainer, editor, and Fuentes-Fernández, Rubén, editor

Published
2018
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