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Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks

Information sciences, 2022-07, Vol.600, p.94-117

2022

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A method for root cause analysis with a Bayesian belief network and fuzzy cognitive map

Expert systems with applications, 2015-01, Vol.42 (1), p.468-487

2015

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A Review on Community Detection in Large Complex Networks from Conventional to Deep Learning Methods: A Call for the Use of Parallel Meta-Heuristic Algorithms

IEEE access, 2021, Vol.9, p.96501-96527

2021

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Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters

Journal of ambient intelligence and humanized computing, 2021-02, Vol.12 (2), p.2527-2545

2021

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Adaptive rough radial basis function neural network with prototype outlier removal

Information sciences, 2019-12, Vol.505, p.127-143

2019

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Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks

Applied intelligence (Dordrecht, Netherlands), 2022-02, Vol.52 (3), p.3366-3386

2022

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Deep autoencoder-based community detection in complex networks with particle swarm optimization and continuation algorithms

Journal of intelligent & fuzzy systems, 2021-01, Vol.40 (3), p.4517-4533

2021

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Facial Expression Recognition Using a Hybrid CNN–SIFT Aggregator

Multi-disciplinary Trends in Artificial Intelligence, p.139-149

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Temporal Sleuth Machine with decision tree for temporal classification

Soft computing (Berlin, Germany), 2018-12, Vol.22 (24), p.8077-8095

2018

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Temporal sampling forest (TS-F): an ensemble temporal learner

Soft computing (Berlin, Germany), 2017-12, Vol.21 (23), p.7039-7052

2017

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LTE Downlink Scheduling: A True Bayesian Estimate Approach

Journal of communications, 2022-11, p.865-877

2022

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How Do Undergraduates Perceive Online Learning During Pandemic?

Proceedings of the 8th International Conference on Computational Science and Technology, 2022, Vol.835, p.207-216

2022

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Systematic causal knowledge acquisition using FCM Constructor for product design decision support

Expert systems with applications, 2011-11, Vol.38 (12), p.15316-15331

2011

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Adaptive Fuzzy Clustering for improving classification performance in yeast data set

2008 4th International IEEE Conference Intelligent Systems, 2008, Vol.3, p.18-2-18-7

2008

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An evaluation of the role of fuzzy cognitive maps and Bayesian belief networks in the development of causal knowledge systems

Journal of intelligent & fuzzy systems, 2019-01, Vol.37 (2), p.1905-1920

2019

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A Revisit of Reducing Hidden Nodes in a Radial Basis Function Neural Network with Histogram

Neural Information Processing, p.722-731

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Reducing the complexity of an adaptive radial basis function network with a histogram algorithm

Neural computing & applications, 2017-12, Vol.28 (Suppl 1), p.365-378

2017

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Application of Bayesian belief networks and fuzzy cognitive maps in intrusion analysis

Journal of intelligent & fuzzy systems, 2018-01, Vol.35 (1), p.111-122

2018

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Classifying Human Activities with Temporal Extension of Random Forest

Neural Information Processing, p.3-10

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Anomaly Detection Using Correctness Matching Through a Neighborhood Rough Set

Neural Information Processing, p.434-441

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A Nodes Reduction Procedure for RBFNDDA through Histogram

Neural Information Processing, p.127-134

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A True Bayesian Estimate concept in LTE downlink scheduling algorithm

2015 International Telecommunication Networks and Applications Conference (ITNAC), 2015, p.71-76

2015

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Integrating Deep Learning and Bayesian Reasoning

Dependability in Sensor, Cloud, and Big Data Systems and Applications, p.119-130

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Anomaly Based Intrusion Detection through Temporal Classification

Neural Information Processing, p.612-619

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Cardinality and Bounding Constrained Portfolio Optimization Using Safe Reinforcement Learning

2024 International Joint Conference on Neural Networks (IJCNN), 2024, p.1-8

2024

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Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks

A method for root cause analysis with a Bayesian belief network and fuzzy cognitive map

A Review on Community Detection in Large Complex Networks from Conventional to Deep Learning Methods: A Call for the Use of Parallel Meta-Heuristic Algorithms

Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters

Adaptive rough radial basis function neural network with prototype outlier removal

Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks

Deep autoencoder-based community detection in complex networks with particle swarm optimization and continuation algorithms

Facial Expression Recognition Using a Hybrid CNN–SIFT Aggregator

Temporal Sleuth Machine with decision tree for temporal classification

Temporal sampling forest (TS-F): an ensemble temporal learner

LTE Downlink Scheduling: A True Bayesian Estimate Approach

How Do Undergraduates Perceive Online Learning During Pandemic?

Systematic causal knowledge acquisition using FCM Constructor for product design decision support

Adaptive Fuzzy Clustering for improving classification performance in yeast data set

An evaluation of the role of fuzzy cognitive maps and Bayesian belief networks in the development of causal knowledge systems

A Revisit of Reducing Hidden Nodes in a Radial Basis Function Neural Network with Histogram

Reducing the complexity of an adaptive radial basis function network with a histogram algorithm

Application of Bayesian belief networks and fuzzy cognitive maps in intrusion analysis

Classifying Human Activities with Temporal Extension of Random Forest

Anomaly Detection Using Correctness Matching Through a Neighborhood Rough Set

A Nodes Reduction Procedure for RBFNDDA through Histogram

A True Bayesian Estimate concept in LTE downlink scheduling algorithm

Integrating Deep Learning and Bayesian Reasoning

Anomaly Based Intrusion Detection through Temporal Classification

Cardinality and Bounding Constrained Portfolio Optimization Using Safe Reinforcement Learning

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