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Multi-Target State Estimation Using Interactive Kalman Filter for Multi-Vehicle Tracking

IEEE transactions on intelligent transportation systems, 2020-03, Vol.21 (3), p.1131-1144

2020

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Universal Approximation by Using the Correntropy Objective Function

IEEE transaction on neural networks and learning systems, 2018-09, Vol.29 (9), p.4515-4521

2018

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Ensemble of online neural networks for non-stationary and imbalanced data streams

Neurocomputing (Amsterdam), 2013-12, Vol.122, p.535-544

2013

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Sparsity‐aware support vector data description reinforced by expectation maximization

Expert systems, 2022-01, Vol.39 (1), p.n/a

2022

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Online cost-sensitive neural network classifiers for non-stationary and imbalanced data streams

Neural computing & applications, 2013-10, Vol.23 (5), p.1283-1295

2013

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Collaborative linear dynamical system identification by scarce relevant/irrelevant observations

Multidimensional systems and signal processing, 2019-01, Vol.30 (1), p.391-411

2019

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Constrained Semi-Supervised Growing Self-Organizing Map

Neurocomputing (Amsterdam), 2015-01, Vol.147, p.456-471

2015

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Hyperspectral Image Denoising via Clustering-Based Latent Variable in Variational Bayesian Framework

IEEE transactions on geoscience and remote sensing, 2021-04, Vol.59 (4), p.3266-3276

2021

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A distributed learning based on robust diffusion SGD over adaptive networks with noisy output data

Journal of parallel and distributed computing, 2024-08, Vol.190, p.104883, Article 104883

2024

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IRAHC: Instance Reduction Algorithm using Hyperrectangle Clustering

Pattern recognition, 2015-05, Vol.48 (5), p.1878-1889

2015

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Image annotation based on multi-view robust spectral clustering

Journal of visual communication and image representation, 2021-01, Vol.74, p.103003, Article 103003

2021

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Non-stationary concept of accident prediction

Proceedings of the Institution of Civil Engineers. Transport, 2017-06, Vol.170 (3), p.140-151

2017

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A target-based color space for sea target detection

Applied intelligence (Dordrecht, Netherlands), 2012-06, Vol.36 (4), p.960-978

2012

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Situation Assessment-Augmented Interactive Kalman Filter for Multi-Vehicle Tracking

IEEE transactions on intelligent transportation systems, 2022-04, Vol.23 (4), p.3766-3776

2022

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Semantic labeling of social big media using distributed online robust classification

Engineering applications of artificial intelligence, 2024-06, Vol.132, p.107928, Article 107928

2024

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Diversity-based diffusion robust RLS using adaptive forgetting factor

Signal processing, 2021-05, Vol.182, p.107950, Article 107950

2021

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Vehicle tracking with Kalman filter using online situation assessment

Robotics and autonomous systems, 2020-09, Vol.131, p.103596, Article 103596

2020

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Analysis of robust recursive least squares: Convergence and tracking

Signal processing, 2020-06, Vol.171, p.107482, Article 107482

2020

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Multiclass classifier based on boundary complexity

Neural computing & applications, 2014-04, Vol.24 (5), p.985-993

2014

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Minimum variance based-Bayes Combination for prediction of soil properties on Vis-NIR reflectance spectroscopy

Chemometrics and intelligent laboratory systems, 2020-12, Vol.207, p.104194, Article 104194

2020

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relf: robust regression extended with ensemble loss function

Applied intelligence (Dordrecht, Netherlands), 2019-04, Vol.49 (4), p.1437-1450

2019

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Robustness of convolutional neural network models in hyperspectral noisy datasets with loss functions

Computers & electrical engineering, 2021-03, Vol.90, p.107009, Article 107009

2021

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Prepare for the Worst, Hope for the Best: Active Robust Learning On Distributions

IEEE transactions on cybernetics, 2022-06, Vol.52 (6), p.5573-5586

2022

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Relaxed constraints support vector machines for noisy data

Neural computing & applications, 2011-07, Vol.20 (5), p.671-685

2011

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Online neural network model for non-stationary and imbalanced data stream classification

International journal of machine learning and cybernetics, 2014-02, Vol.5 (1), p.51-62

2014

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Multi-Target State Estimation Using Interactive Kalman Filter for Multi-Vehicle Tracking

Universal Approximation by Using the Correntropy Objective Function

Ensemble of online neural networks for non-stationary and imbalanced data streams

Sparsity‐aware support vector data description reinforced by expectation maximization

Online cost-sensitive neural network classifiers for non-stationary and imbalanced data streams

Collaborative linear dynamical system identification by scarce relevant/irrelevant observations

Constrained Semi-Supervised Growing Self-Organizing Map

Hyperspectral Image Denoising via Clustering-Based Latent Variable in Variational Bayesian Framework

A distributed learning based on robust diffusion SGD over adaptive networks with noisy output data

IRAHC: Instance Reduction Algorithm using Hyperrectangle Clustering

Image annotation based on multi-view robust spectral clustering

Non-stationary concept of accident prediction

A target-based color space for sea target detection

Situation Assessment-Augmented Interactive Kalman Filter for Multi-Vehicle Tracking

Semantic labeling of social big media using distributed online robust classification

Diversity-based diffusion robust RLS using adaptive forgetting factor

Vehicle tracking with Kalman filter using online situation assessment

Analysis of robust recursive least squares: Convergence and tracking

Multiclass classifier based on boundary complexity

Minimum variance based-Bayes Combination for prediction of soil properties on Vis-NIR reflectance spectroscopy

relf: robust regression extended with ensemble loss function

Robustness of convolutional neural network models in hyperspectral noisy datasets with loss functions

Prepare for the Worst, Hope for the Best: Active Robust Learning On Distributions

Relaxed constraints support vector machines for noisy data

Online neural network model for non-stationary and imbalanced data stream classification

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