Liang Zhao
According to our database^{1},
Liang Zhao
authored at least 128 papers
between 1998 and 2020.
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Bibliography
2020
Global fire season severity analysis and forecasting.
Comput. Geosci., 2020
2019
Particle swarm optimization for networkbased data classification.
Neural Networks, 2019
From spatiotemporal data to chronological networks: an application to wildfire analysis.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
2018
Network Unfolding Map by VertexEdge Dynamics Modeling.
IEEE Trans. Neural Netw. Learning Syst., 2018
Organizational Data Classification Based on the Importance Concept of Complex Networks.
IEEE Trans. Neural Netw. Learning Syst., 2018
NK Hybrid Genetic Algorithm for Clustering.
IEEE Trans. Evolutionary Computation, 2018
A scheme for high level data classification using random walk and network measures.
Expert Syst. Appl., 2018
Network community detection via iterative edge removal in a flockinglike system.
CoRR, 2018
Feature Learning in FeatureSample Networks Using MultiObjective Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Analysis of Graph Construction Methods in Supervised Data Classification.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
2017
Attributebased Decision Graphs: A framework for multiclass data classification.
Neural Networks, 2017
Semisupervised Semantic Role Labeling for Brazilian Portuguese.
JIDM, 2017
Low and high level classification using stacking.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
NatureInspired Graph Optimization for Dimensionality Reduction.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Structural outlier detection: A tourist walk approach.
Proceedings of the 13th International Conference on Natural Computation, 2017
Improving semantic role labeling using highlevel classification in complex networks.
Proceedings of the 13th International Conference on Natural Computation, 2017
2016
Musical rhythmic pattern extraction using relevance of communities in networks.
Inf. Sci., 2016
Time series clustering via community detection in networks.
Inf. Sci., 2016
SemiSupervised Classification by Particle Competition in Complex Network's Edges.
IJPRAI, 2016
An objectbased visual selection framework.
Neurocomputing, 2016
An embedded imputation method via Attributebased Decision Graphs.
Expert Syst. Appl., 2016
Data heterogeneity consideration in semisupervised learning.
Expert Syst. Appl., 2016
Network Unfolding Map by Edge Dynamics Modeling.
CoRR, 2016
Network structural optimization based on swarm intelligence for highlevel classification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
A New Evaluation Function for Clustering: The NK Internal Validation Criterion.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Random Walk in FeatureSample Networks for Semisupervised Classification.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
Musical Scales Recognition via Deterministic Walk in a Graph.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
Machine Learning in Complex Networks
Springer, ISBN: 9783319172903, 2016
2015
Highlevel patternbased classification via tourist walks in networks.
Inf. Sci., 2015
Networkbased supervised data classification by using an heuristic of ease of access.
Neurocomputing, 2015
Particle competition and cooperation for semisupervised learning with label noise.
Neurocomputing, 2015
A Time Series Clustering Technique based on Community Detection in Networks.
Proceedings of the INNS Conference on Big Data 2015, 2015
Interactive image segmentation using particle competition and cooperation.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Semisupervised learning by edge domination in complex networks.
Proceedings of the 11th International Conference on Natural Computation, 2015
Interactive Image Segmentation of Noncontiguous Classes Using Particle Competition and Cooperation.
Proceedings of the Computational Science and Its Applications  ICCSA 2015, 2015
2014
Networkbased data classification: combining Kassociated optimal graphs and highlevel prediction.
J. Braz. Comp. Soc., 2014
Effect of nonidentical signal phases on signal amplification of two coupled excitable neurons.
Neurocomputing, 2014
A semisupervised classification technique based on interacting forces.
Neurocomputing, 2014
A flockinglike technique to perform semisupervised learning.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Kassociated optimal network for graph embedding dimensionality reduction.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Imputation of missing data supported by Complete pPartite attributebased Decision Graphs.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Rhythmic Pattern Extraction by Community Detection in Complex Networks.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
Detecting Time Series Periodicity Using Complex Networks.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
An ObjectBased Visual Selection Model Combining Physical Features and Memory.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
2013
PhaseNoiseInduced Resonance in Arrays of Coupled Excitable Neural Models.
IEEE Trans. Neural Netw. Learning Syst., 2013
Fuzzy community structure detection by particle competition and cooperation.
Soft Comput., 2013
Classification of multiple observation sets via network modularity.
Neural Computing and Applications, 2013
Handwritten Data Clustering Using Agents Competition in Networks.
Journal of Mathematical Imaging and Vision, 2013
Uncovering overlapping cluster structures via stochastic competitive learning.
Inf. Sci., 2013
An incremental learning algorithm based on the Kassociated graph for nonstationary data classification.
Inf. Sci., 2013
Data clustering using controlled consensus in complex networks.
Neurocomputing, 2013
High Level Pattern Classification via Tourist Walks in Networks
CoRR, 2013
A Purity Measure Based Transductive Learning Algorithm.
Proceedings of the Advances in Neural Networks  ISNN 2013, 2013
SemiSupervised Learning Using Random Walk Limiting Probabilities.
Proceedings of the Advances in Neural Networks  ISNN 2013, 2013
BiasGuided Random Walk for NetworkBased Data Classification.
Proceedings of the Advances in Neural Networks  ISNN 2013, 2013
High level data classification based on network entropy.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Computeraided music composition with LSTM neural network and chaotic inspiration.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Detecting and labeling representative nodes for networkbased semisupervised learning.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
TopDown Biasing and Modulation for ObjectBased Visual Attention.
Proceedings of the Neural Information Processing  20th International Conference, 2013
Attributebased Decision Graphs for multiclass data classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Ensemble of complete Ppartite graph classifiers for nonstationary environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
NetworkBased High Level Data Classification.
IEEE Trans. Neural Netw. Learning Syst., 2012
NetworkBased Stochastic Semisupervised Learning.
IEEE Trans. Neural Netw. Learning Syst., 2012
Stochastic Competitive Learning in Complex Networks.
IEEE Trans. Neural Netw. Learning Syst., 2012
Enhancing Weak Signal Transmission Through a Feedforward Network.
IEEE Trans. Neural Netw. Learning Syst., 2012
Particle Competition and Cooperation in Networks for SemiSupervised Learning.
IEEE Trans. Knowl. Data Eng., 2012
Detecting and Preventing Error Propagation via Competitive Learning.
Proceedings of the 3rd International Neural Network Society Winter Conference, 2012
Phasedisorderinduced firing activity in excitable neuronal networks with attractive and repulsive coupling.
Neural Networks, 2012
Partially labeled data stream classification with the semisupervised Kassociated graph.
J. Braz. Comp. Soc., 2012
Semisupervised learning guided by the modularity measure in complex networks.
Neurocomputing, 2012
Firing Activity Induced by Nonidentical Signal Phases in Two Coupled Excitable Neurons.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
An Energy Exchanging Mechanism for Data Clustering.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Using Katz Centrality to Classify Multiple Pattern Transformations.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Using Interacting Forces to Perform Semisupervised Learning.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Particle Competition and Cooperation to Prevent Error Propagation from Mislabeled Data in Semisupervised Learning.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
An ObjectBased Visual Selection Model with BottomUp and TopDown Modulations.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Robustness Analysis of NetworkBased Semisupervised Learning Algorithms.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Preventing Error Propagation in Semisupervised Learning.
Proceedings of the Advances in Neural Networks  ISNN 2012, 2012
Detecting overlapping structures via networkbased competitive learning.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
QKMeans: A clustering technique based on community detection and KMeans for deployment of cluster head nodes.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Particle competition and cooperation in networks for semisupervised learning with concept drift.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Model of topdown / bottomup visual attention for location of salient objects in specific domains.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Stochastic Resonance in Excitable Neuronal System with PhaseNoise.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2012
2011
Selecting salient objects in real scenes: An oscillatory correlation model.
Neural Networks, 2011
A nonparametric classification method based on Kassociated graphs.
Inf. Sci., 2011
High Level Classification for Pattern Recognition.
Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011
Stochastic Competitive Learning Applied to Handwritten Digit and Letter Clustering.
Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011
Particle Competition and Cooperation for Uncovering Network Overlap Community Structure.
Proceedings of the Advances in Neural Networks  ISNN 2011, 2011
Networkbased learning through particle competition for data clustering.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Controlled consensus time for community detection in complex networks.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Generation of composed musical structures through recurrent neural networks based on chaotic inspiration.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
2010
Identifying Abnormal Nodes in ProteinProtein Interaction Networks.
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
Label propagation through neuronal synchrony.
Proceedings of the International Joint Conference on Neural Networks, 2010
Semisupervised learning from imperfect data through particle cooperation and competition.
Proceedings of the International Joint Conference on Neural Networks, 2010
Traffic Congestion on Clustered Random Complex Networks.
Proceedings of the Complex Networks  Second International Workshop, 2010
Identifying abnormal nodes in complex networks by using random walk measure.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Editorial.
Soft Comput., 2009
Chaotic phase synchronization and desynchronization in an oscillator network for object selection.
Neural Networks, 2009
A network of integrate and fire neurons for visual selection.
Neurocomputing, 2009
Design of associative memories using cellular neural networks.
Neurocomputing, 2009
An oscillatory correlation model of objectbased attention.
Proceedings of the International Joint Conference on Neural Networks, 2009
Chaotic phase synchronization for visual selection.
Proceedings of the International Joint Conference on Neural Networks, 2009
Classification Based on the Optimal KAssociated Network.
Proceedings of the Complex Sciences, 2009
Particle Competition in Complex Networks for Semisupervised Classification.
Proceedings of the Complex Sciences, 2009
Uncovering Overlap Community Structure in Complex Networks Using Particle Competition.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2009
2008
Chaotic synchronization in general network topology for scene segmentation.
Neurocomputing, 2008
Chaotic synchronization in 2D lattice for scene segmentation.
Neurocomputing, 2008
Visual Selection with Feature ContrastBased Inhibition in a Network of Integrate and Fire Neurons.
Proceedings of the Fourth International Conference on Natural Computation, 2008
Complex Network Community Detection Based on Swarm Aggregation.
Proceedings of the Fourth International Conference on Natural Computation, 2008
Data clustering based on complex network community detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Attack Induced Cascading Breakdown in Complex Networks.
J. Braz. Comp. Soc., 2007
Pixel Clustering by Using Complex Network Community Detection Technique.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
A Visual Selection Mechanism Based on Network of Chaotic WilsonCowan Oscillators.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Associative Memories Using Cellular Neural Networks.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
A Network of Dynamically Coupled Elements for Pixel Clustering.
Proceedings of the International Joint Conference on Neural Networks, 2007
A Visual Selection Mechanism Based on a PulseCoupled Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2007
Visual Selection and Shifting Mechanisms Based on a Network of Chaotic WilsonCowan Oscillators.
Proceedings of the Third International Conference on Natural Computation, 2007
2006
Chaotic dynamics for multivalue content addressable memory.
Neurocomputing, 2006
A PulseCoupled Neural Network as A Simplified BottomUp Visual Attention Model.
Proceedings of the SBRN 2006, 2006
2005
A Selforganized Network for Data Clustering.
Proceedings of the Advances in Natural Computation, First International Conference, 2005
2004
Pixel clustering by adaptive pixel moving and chaotic synchronization.
IEEE Trans. Neural Networks, 2004
A dynamical model with adaptive pixel moving for microarray images segmentation.
RealTime Imaging, 2004
2003
A Network of Coupled Chaotic Maps for Adaptive MultiScale Image Segmentation.
Int. J. Neural Syst., 2003
2002
A Network of Globally Coupled Chaotic Maps for Adaptive MultiResolution Image Segmentation.
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
2001
A network of dynamically coupled chaotic maps for scene segmentation.
IEEE Trans. Neural Networks, 2001
2000
Scene Segmentation of the Chaotic oscillator Network.
I. J. Bifurcation and Chaos, 2000
Fractal Color Image Compression.
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000
1998
Locally excitatory chaotic oscillator network for scene segmentation.
PhD thesis, 1998