Liang Zhao

Proceedings of the International Joint Conference on Neural Networks, 2024

High-Level Network-based Detection of Oral Cancer from ATR-FTIR Spectroscopy.

[BibT_eX]

[DOI]

Ricardo B. Lima Filho

Janayna M. Fernandes

Donghong Ji

Robinson Sabino-Silva

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Characterizing data patterns with core-periphery network modeling.

[BibT_eX]

[DOI]

J. Comput. Sci., January, 2023

TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2023

WSI2ML - An Open-Source Whole Slide Image Annotation Software for Machine Learning Applications.

[BibT_eX]

[DOI]

Luan V. C. Martins

Adriana Passos Bueno

Alexandre Defelicibus

Rodrigo D. Drummond

Renan Valieris

Yu-Tao Zhu

Israel Tojal da Silva

Esteban Wilfredo Vilca Zuñiga

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

Maximizing portfolio profitability during a cryptocurrency downtrend: A Bitcoin Blockchain transaction-based approach.

[BibT_eX]

[DOI]

Caetano Mazzoni Ranieri

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Classification of coma etiology using convolutional neural networks and long-short term memory networks.

[BibT_eX]

[DOI]

Sérgio Baldo Júnior

João-Batista Destro-Filho

Renato Tinós

Proceedings of the International Joint Conference on Neural Networks, 2023

Data classification via centrality measures of complex networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

High-Level Classification for EEG Analysis.

[BibT_eX]

[DOI]

João-Batista Destro-Filho

Camila D. Ramos

Yu-tao Zhu

Donghong Ji

Alan Demétrius Baria Valejo

Proceedings of the International Joint Conference on Neural Networks, 2023

TransGNN: A Transductive Graph Neural Network with Graph Dynamic Embedding.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Multilevel Coarsening for Interactive Visualization of Large Bipartite Networks.

[BibT_eX]

[DOI]

Renato Fabbri

Maria Cristina Ferreira de Oliveira

Frontiers Res. Metrics Anal., July, 2022

Link Prediction Based on Stochastic Information Diffusion.

[BibT_eX]

[DOI]

Didier A. Vega-Oliveros

Laercio de Oliveira Junior

Anderson Rocha

Lilian Berton

IEEE Trans. Neural Networks Learn. Syst., 2022

Clustered and deep echo state networks for signal noise reduction.

[BibT_eX]

[DOI]

Florian Stelzer

Mach. Learn., 2022

OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction.

[BibT_eX]

[DOI]

CoRR, 2022

OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Feature Ranking from Random Forest Through Complex Network's Centrality Measures - A Robust Ranking Method Without Using Out-of-Bag Examples.

[BibT_eX]

[DOI]

Adriano Henrique Cantão

Alessandra Alaniz Macedo

José Augusto Baranauskas

Proceedings of the Advances in Databases and Information Systems, 2022

2021

Stock market trend detection and automatic decision-making through a network-based classification model.

[BibT_eX]

[DOI]

Paulo Henrique Lima de Paula

Nat. Comput., 2021

A New Particle Competition Model for Community Detection with Application in Functional Brain Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Classification of Dispersed Patterns of Radiographic Images with COVID-19 by Core-Periphery Network Modeling.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

Analysis of Radiographic Images of Patients with COVID-19 Using Fractal Dimension and Complex Network-Based High-Level Classification.

[BibT_eX]

[DOI]

Everson José de Freitas Pereira

Jianglong Yan

Yu-tao Zhu

Gen Li

Alan Demétrius Baria Valejo

Coarsening Algorithm via Semi-synchronous Label Propagation for Bipartite Networks.

[BibT_eX]

[DOI]

Paulo Eduardo Althoff

Thiago de Paulo Faleiros

Maria Lígia Chuerubim

Jianglong Yan

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

Anomaly Detection in Brazilian Federal Government Purchase Cards Through Unsupervised Learning Techniques.

[BibT_eX]

[DOI]

Breno Nunes

Marcelo de S. Lauretto

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

Detecting Early Signs of Insufficiency in COVID-19 Patients from CBC Tests Through a Supervised Learning Approach.

[BibT_eX]

[DOI]

Marcia Minakawa

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

A tourist walk approach for internal and external outlier detection.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Global fire season severity analysis and forecasting.

[BibT_eX]

[DOI]

Manoel F. Cardoso

Esteban Wilfredo Vilca Zuñiga

Comput. Geosci., 2020

A new network-base high-level data classification methodology (Quipus) by modeling attribute-attribute interactions.

[BibT_eX]

[DOI]

CoRR, 2020

A Network-Based High-Level Data Classification Algorithm Using Betweenness Centrality.

[BibT_eX]

[DOI]

Esteban Vilca

CoRR, 2020

Chronnet: a network-based model for spatiotemporal data analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Applications of Machine Learning Methods in Complex Economics and Financial Networks.

[BibT_eX]

[DOI]

Benjamin Miranda Tabak

Matheus A. De Castro Santos

Ahmet Sensoy

Complex., 2020

Classifying El Niño-Southern Oscillation Combining Network Science and Machine Learning.

[BibT_eX]

[DOI]

Lilian Berton

IEEE Access, 2020

Measuring the engagement level in encrypted group conversations by using temporal networks.

[BibT_eX]

[DOI]

Moshé Cotacallapa

Lilian Berton

Didier A. Vega-Oliveros

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

An Optimized Modularity-Based High Level Classification Model.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Predicting the Evolution of COVID-19 Cases and Deaths Through a Correlations-Based Temporal Network.

[BibT_eX]

[DOI]

Alexandre C. B. Delbem

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

Algorithms to compute the Burrows-Wheeler Similarity Distribution.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2019

Particle swarm optimization for network-based data classification.

[BibT_eX]

[DOI]

Neural Networks, 2019

Time series trend detection and forecasting using complex network topology analysis.

[BibT_eX]

[DOI]

Neural Networks, 2019

From spatio-temporal data to chronological networks: an application to wildfire analysis.

[BibT_eX]

[DOI]

Moshé Cotacallapa

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Particle Competition for Multilayer Network Community Detection.

[BibT_eX]

[DOI]

Xubo Gao

Rafael D. Rodrigues

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

A Network-Based Model for Optimizing Returns in the Stock Market.

[BibT_eX]

[DOI]

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Network Unfolding Map by Vertex-Edge Dynamics Modeling.

[BibT_eX]

[DOI]

Murillo Guimarães Carneiro

IEEE Trans. Neural Networks Learn. Syst., 2018

Organizational Data Classification Based on the Importance Concept of Complex Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

NK Hybrid Genetic Algorithm for Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

A scheme for high level data classification using random walk and network measures.

[BibT_eX]

[DOI]

Murillo Guimarães Carneiro

Junbao Zhang

Expert Syst. Appl., 2018

Network community detection via iterative edge removal in a flocking-like system.

[BibT_eX]

[DOI]

Junbao Zhang

CoRR, 2018

Computing Burrows-Wheeler Similarity Distributions for String Collections.

[BibT_eX]

[DOI]

Proceedings of the String Processing and Information Retrieval, 2018

A Network-Based High Level Data Classification Technique.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Time Series Trend Detection and Forecasting Using Complex Network Topology Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Feature Learning in Feature-Sample Networks Using Multi-Objective Optimization.

[BibT_eX]

[DOI]

Renato Tinós

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Analysis of Graph Construction Methods in Supervised Data Classification.

[BibT_eX]

[DOI]

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Attribute-based Decision Graphs: A framework for multiclass data classification.

[BibT_eX]

[DOI]

Neural Networks, 2017

Semi-supervised Semantic Role Labeling for Brazilian Portuguese.

[BibT_eX]

[DOI]

João Luís Garcia Rosa

J. Inf. Data Manag., 2017

Low and high level classification using stacking.

[BibT_eX]

[DOI]

Thiago Ferreira Covoes

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Nature-Inspired Graph Optimization for Dimensionality Reduction.

[BibT_eX]

[DOI]

Ran Cheng

Yaochu Jin

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Structural outlier detection: A tourist walk approach.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Natural Computation, 2017

Improving semantic role labeling using high-level classification in complex networks.

[BibT_eX]

[DOI]

João Luís Garcia Rosa

Xiaoming Liu

Fabio Alessandro Oliveira da Silva

Proceedings of the 13th International Conference on Natural Computation, 2017

2016

A Network of Neural Oscillators for Fractal Pattern Recognition.

[BibT_eX]

[DOI]

Andres Eduardo Coca Salazar

Neural Process. Lett., 2016

Musical rhythmic pattern extraction using relevance of communities in networks.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Time series clustering via community detection in networks.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Semi-Supervised Classification by Particle Competition in Complex Network's Edges.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2016

An object-based visual selection framework.

[BibT_eX]

[DOI]

Neurocomputing, 2016

An embedded imputation method via Attribute-based Decision Graphs.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Data heterogeneity consideration in semi-supervised learning.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Network Unfolding Map by Edge Dynamics Modeling.

[BibT_eX]

[DOI]

CoRR, 2016

Network structural optimization based on swarm intelligence for highlevel classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A New Evaluation Function for Clustering: The NK Internal Validation Criterion.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Random Walk in Feature-Sample Networks for Semi-supervised Classification.

[BibT_eX]

[DOI]

Andres Eduardo Coca Salazar

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

Musical Scales Recognition via Deterministic Walk in a Graph.

[BibT_eX]

[DOI]

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

Machine Learning in Complex Networks

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-319-17290-3, 2016

2015

High-level pattern-based classification via tourist walks in networks.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Network-based supervised data classification by using an heuristic of ease of access.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Particle competition and cooperation for semi-supervised learning with label noise.

[BibT_eX]

[DOI]

Neurocomputing, 2015

A Time Series Clustering Technique based on Community Detection in Networks.

[BibT_eX]

[DOI]

Proceedings of the INNS Conference on Big Data 2015, 2015

Interactive image segmentation using particle competition and cooperation.

[BibT_eX]

[DOI]

Marcos Gonçalves Quiles

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Semi-supervised learning by edge domination in complex networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Natural Computation, 2015

Interactive Image Segmentation of Non-contiguous Classes Using Particle Competition and Cooperation.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

2014

Network-based data classification: combining K-associated optimal graphs and high-level prediction.

[BibT_eX]

[DOI]

João Luís Garcia Rosa

J. Braz. Comput. Soc., 2014

Effect of nonidentical signal phases on signal amplification of two coupled excitable neurons.

[BibT_eX]

[DOI]

Neurocomputing, 2014

A semi-supervised classification technique based on interacting forces.

[BibT_eX]

[DOI]

Neurocomputing, 2014

A flocking-like technique to perform semi-supervised learning.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

K-associated optimal network for graph embedding dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Imputation of missing data supported by Complete p-Partite attribute-based Decision Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Evaluating and Comparing the IGraph Community Detection Algorithms.

[BibT_eX]

[DOI]

Fabiano Berardo de Sousa

Fabio Alessandro Oliveira da Silva

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

Recognizing Fractal Patterns Using a Ring of Phase Oscillators.

[BibT_eX]

[DOI]

Andres Eduardo Coca Salazar

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

Rhythmic Pattern Extraction by Community Detection in Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

Detecting Time Series Periodicity Using Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

An Object-Based Visual Selection Model Combining Physical Features and Memory.

[BibT_eX]

[DOI]

Alcides Xavier Benicasa

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013

Phase-Noise-Induced Resonance in Arrays of Coupled Excitable Neural Models.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Fuzzy community structure detection by particle competition and cooperation.

[BibT_eX]

[DOI]

Soft Comput., 2013

Classification of multiple observation sets via network modularity.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2013

Handwritten Data Clustering Using Agents Competition in Networks.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2013

Uncovering overlapping cluster structures via stochastic competitive learning.

[BibT_eX]

[DOI]

Inf. Sci., 2013

An incremental learning algorithm based on the K-associated graph for non-stationary data classification.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Data clustering using controlled consensus in complex networks.

[BibT_eX]

[DOI]

Jean Huertas

Neurocomputing, 2013

High Level Pattern Classification via Tourist Walks in Networks

[BibT_eX]

[DOI]

CoRR, 2013

A Purity Measure Based Transductive Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Semi-Supervised Learning Using Random Walk Limiting Probabilities.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Bias-Guided Random Walk for Network-Based Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Investigation of complex dynamics in a recurrent neural network with network community structure and asymmetric weight matrix.

[BibT_eX]

[DOI]

Fabiano Berardo de Sousa

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

High level data classification based on network entropy.

[BibT_eX]

[DOI]

Filipe Alves Neto

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Computer-aided music composition with LSTM neural network and chaotic inspiration.

[BibT_eX]

[DOI]

Andres E. Coca

Débora C. Corrêa

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Detecting and labeling representative nodes for network-based semi-supervised learning.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Top-Down Biasing and Modulation for Object-Based Visual Attention.

[BibT_eX]

[DOI]

Alcides Xavier Benicasa

Roseli A. F. Romero

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Attribute-based Decision Graphs for multiclass data classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Ensemble of complete P-partite graph classifiers for non-stationary environments.

[BibT_eX]

[DOI]

João R. Bertini

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A Network-Based Semi-supervised Outlier Detection Technique Using Particle Competition and Cooperation.

[BibT_eX]

[DOI]

Fabio Willian Zamoner

Proceedings of the Brazilian Conference on Intelligent Systems, 2013

2012

Network-Based High Level Data Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Network-Based Stochastic Semisupervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Stochastic Competitive Learning in Complex Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Enhancing Weak Signal Transmission Through a Feedforward Network.

[BibT_eX]

[DOI]

Zonghua Liu

IEEE Trans. Neural Networks Learn. Syst., 2012

Particle Competition and Cooperation in Networks for Semi-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Detecting and Preventing Error Propagation via Competitive Learning.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Neural Network Society Winter Conference, 2012

Phase-disorder-induced firing activity in excitable neuronal networks with attractive and repulsive coupling.

[BibT_eX]

[DOI]

Neural Networks, 2012

Partially labeled data stream classification with the semi-supervised K-associated graph.

[BibT_eX]

[DOI]

J. Braz. Comput. Soc., 2012

Semi-supervised learning guided by the modularity measure in complex networks.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Firing Activity Induced by Nonidentical Signal Phases in Two Coupled Excitable Neurons.

[BibT_eX]

[DOI]

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

An Energy Exchanging Mechanism for Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

Using Katz Centrality to Classify Multiple Pattern Transformations.

[BibT_eX]

[DOI]

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

Using Interacting Forces to Perform Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

Particle Competition and Cooperation to Prevent Error Propagation from Mislabeled Data in Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

An Object-Based Visual Selection Model with Bottom-Up and Top-Down Modulations.

[BibT_eX]

[DOI]

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

Robustness Analysis of Network-Based Semi-supervised Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

Preventing Error Propagation in Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Detecting overlapping structures via network-based competitive learning.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

QK-Means: A clustering technique based on community detection and K-Means for deployment of cluster head nodes.

[BibT_eX]

[DOI]

A. R. Pinto

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Particle competition and cooperation in networks for semi-supervised learning with concept drift.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Model of top-down / bottom-up visual attention for location of salient objects in specific domains.

[BibT_eX]

[DOI]

Alcides X. Benicasa

Roseli A. F. Romero

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Stochastic Resonance in Excitable Neuronal System with Phase-Noise.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012

2011

Selecting salient objects in real scenes: An oscillatory correlation model.

[BibT_eX]

[DOI]

DeLiang Wang

De-Shuang Huang

Neural Networks, 2011

A nonparametric classification method based on K-associated graphs.

[BibT_eX]

[DOI]

Robson Motta

Inf. Sci., 2011

High Level Classification for Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Stochastic Competitive Learning Applied to Handwritten Digit and Letter Clustering.

[BibT_eX]

[DOI]

Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Particle Competition and Cooperation for Uncovering Network Overlap Community Structure.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Network-based learning through particle competition for data clustering.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Controlled consensus time for community detection in complex networks.

[BibT_eX]

[DOI]

Jean Huertas

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Generation of composed musical structures through recurrent neural networks based on chaotic inspiration.

[BibT_eX]

[DOI]

Andres E. Coca

Roseli A. F. Romero

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Identifying Abnormal Nodes in Protein-Protein Interaction Networks.

[BibT_eX]

[DOI]

Francisco Aparecido Rodrigues

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

Label propagation through neuronal synchrony.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Semi-supervised learning from imperfect data through particle cooperation and competition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Traffic Congestion on Clustered Random Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks - Second International Workshop, 2010

Identifying abnormal nodes in complex networks by using random walk measure.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Editorial.

[BibT_eX]

[DOI]

Maozu Guo

Lipo Wang

Soft Comput., 2009

Chaotic phase synchronization and desynchronization in an oscillator network for object selection.

[BibT_eX]

[DOI]

Neural Networks, 2009

A network of integrate and fire neurons for visual selection.

[BibT_eX]

[DOI]

Neurocomputing, 2009

Design of associative memories using cellular neural networks.

[BibT_eX]

[DOI]

Alexandre C. B. Delbem

Leonardo Garcia Correa

Neurocomputing, 2009

An oscillatory correlation model of object-based attention.

[BibT_eX]

[DOI]

DeLiang Wang

De-Shuang Huang

Proceedings of the International Joint Conference on Neural Networks, 2009

Chaotic phase synchronization for visual selection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Classification Based on the Optimal K-Associated Network.

[BibT_eX]

[DOI]

João R. Bertini

Robson Motta

Proceedings of the Complex Sciences, 2009

Particle Competition in Complex Networks for Semi-supervised Classification.

[BibT_eX]

[DOI]

Proceedings of the Complex Sciences, 2009

Uncovering Overlap Community Structure in Complex Networks Using Particle Competition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Computational Intelligence, 2009

2008

Chaotic synchronization in general network topology for scene segmentation.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Chaotic synchronization in 2D lattice for scene segmentation.

[BibT_eX]

[DOI]

Tatyana B. S. de Oliveira

Fabricio Aparecido Breve

Neurocomputing, 2008

Visual Selection with Feature Contrast-Based Inhibition in a Network of Integrate and Fire Neurons.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Natural Computation, 2008

Complex Network Community Detection Based on Swarm Aggregation.

[BibT_eX]

[DOI]

Tatyana B. S. de Oliveira

Proceedings of the Fourth International Conference on Natural Computation, 2008

Data clustering based on complex network community detection.

[BibT_eX]

[DOI]

Katti Faceli

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Attack Induced Cascading Breakdown in Complex Networks.

[BibT_eX]

[DOI]

Kwangho Park

Ying-Cheng Lai

J. Braz. Comput. Soc., 2007

Pixel Clustering by Using Complex Network Community Detection Technique.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

A Visual Selection Mechanism Based on Network of Chaotic Wilson-Cowan Oscillators.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Associative Memories Using Cellular Neural Networks.

[BibT_eX]

[DOI]

Leonardo Garcia Correa

Alexandre C. B. Delbem

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

A Network of Dynamically Coupled Elements for Pixel Clustering.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

A Visual Selection Mechanism Based on a Pulse-Coupled Neural Network.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Visual Selection and Shifting Mechanisms Based on a Network of Chaotic Wilson-Cowan Oscillators.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Natural Computation, 2007

2006

Chaotic dynamics for multi-value content addressable memory.

[BibT_eX]

[DOI]

Juan C. G. Cáceres

Harold Szu

Neurocomputing, 2006

A Pulse-Coupled Neural Network as A Simplified Bottom-Up Visual Attention Model.

[BibT_eX]

[DOI]

Proceedings of the SBRN 2006, 2006

2005

A Self-organized Network for Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Natural Computation, First International Conference, 2005

2004

Pixel clustering by adaptive pixel moving and chaotic synchronization.

[BibT_eX]

[DOI]

Zhaohui Li

IEEE Trans. Neural Networks, 2004

A dynamical model with adaptive pixel moving for microarray images segmentation.

[BibT_eX]

[DOI]

Real Time Imaging, 2004

2003

A Network of Coupled Chaotic Maps for Adaptive Multi-Scale Image Segmentation.

[BibT_eX]

[DOI]

Rogerio A. Furukawa

Int. J. Neural Syst., 2003

2002

A Network of Globally Coupled Chaotic Maps for Adaptive Multi-Resolution Image Segmentation.

[BibT_eX]

[DOI]

Rogerio A. Furukawa

Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

2001

A network of dynamically coupled chaotic maps for scene segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

2000

Scene Segmentation of the Chaotic oscillator Network.

[BibT_eX]

[DOI]

Nizam Omar

Int. J. Bifurc. Chaos, 2000

Fractal Color Image Compression.

[BibT_eX]

[DOI]

Zhaohui Li

Nei Yoshihiro Soma

Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000

A Dynamically Coupled Chaotic Oscillatory Correlation Network.

[BibT_eX]

[DOI]

Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

Scene Segmentation by Chaotic Synchronization and Desynchronization.

[BibT_eX]

[DOI]

Proceedings of the Biologically Motivated Computer Vision, 2000

1998

Locally excitatory chaotic oscillator network for scene segmentation.

[BibT_eX]

[DOI]