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A self-organizing world: special issue of the 13th edition of the workshop on self-organizing maps and learning vector quantization, clustering and data visualization, WSOM + 2019.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 1, doi. 10.1007/s00521-021-06307-w
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- Article
SOM-based aggregation for graph convolutional neural networks.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 5, doi. 10.1007/s00521-020-05484-4
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DM-pruning CADJ graphs for SOM clustering.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 25, doi. 10.1007/s00521-021-05831-z
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Self-organizing mappings on the flag manifold with applications to hyper-spectral image data analysis.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 39, doi. 10.1007/s00521-020-05579-y
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- Article
Topographic mapping for quality inspection and intelligent filtering of smart-bracelet data.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 51, doi. 10.1007/s00521-020-05600-4
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Learning vector quantization as an interpretable classifier for the detection of SARS-CoV-2 types based on their RNA sequences.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 67, doi. 10.1007/s00521-021-06018-2
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Quantum-inspired learning vector quantizers for prototype-based classification: Confidential: for personal use only—submitted to Neural Networks and Applications 5/2020.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 79, doi. 10.1007/s00521-020-05517-y
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Passive concept drift handling via variations of learning vector quantization.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 89, doi. 10.1007/s00521-020-05242-6
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Supervised learning in the presence of concept drift: a modelling framework.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 101, doi. 10.1007/s00521-021-06035-1
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Automatic identification of the number of clusters in hierarchical clustering.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 119, doi. 10.1007/s00521-021-05873-3
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Continually trained life-long classification.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 135, doi. 10.1007/s00521-021-06154-9
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- Article
A review of artificial intelligence applied to path planning in UAV swarms.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 153, doi. 10.1007/s00521-021-06569-4
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A state-of-the-art review on shading mitigation techniques in solar photovoltaics via meta-heuristic approach.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 171, doi. 10.1007/s00521-021-06586-3
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Glioma segmentation of optimized 3D U-net and prediction of multi-modal survival time.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 211, doi. 10.1007/s00521-021-06351-6
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- Article
Longitudinal wind field prediction based on DDPG.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 227, doi. 10.1007/s00521-021-06356-1
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Inverse optimal synchronization control of competitive neural networks with constant time delays.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 241, doi. 10.1007/s00521-021-06358-z
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A bi-directional facial attribute transfer framework: transfer your single facial attribute to a portrait illustration.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 253, doi. 10.1007/s00521-021-06360-5
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Artificial neural network for prediction of thermal conductivity of rGO–metal oxide nanocomposite-based nanofluids.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 271, doi. 10.1007/s00521-021-06366-z
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Multidomain image-to-image translation model based on hidden space sharing.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 283, doi. 10.1007/s00521-021-06386-9
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- Article
A novel nature-inspired maximum power point tracking (MPPT) controller based on ACO-ANN algorithm for photovoltaic (PV) system fed arc welding machines.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 299, doi. 10.1007/s00521-021-06393-w
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Memristor-based circuit implementation of Competitive Neural Network based on online unsupervised Hebbian learning rule for pattern recognition.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 319, doi. 10.1007/s00521-021-06361-4
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Thermal-based early breast cancer detection using inception V3, inception V4 and modified inception MV4.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 333, doi. 10.1007/s00521-021-06372-1
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An integration framework of topology method, enhanced adaptive neuro-fuzzy inference system, water cycle algorithm with evaporation rate for design optimization for a flexure gripper.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 349, doi. 10.1007/s00521-021-06374-z
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Infinite impulse response system identification using average differential evolution algorithm with local search.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 375, doi. 10.1007/s00521-021-06399-4
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Robust penalized extreme learning machine regression with applications in wind speed forecasting.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 391, doi. 10.1007/s00521-021-06370-3
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A novel meta-heuristic algorithm for solving numerical optimization problems: Ali Baba and the forty thieves.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 409, doi. 10.1007/s00521-021-06392-x
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Decision-making in machine learning using novel picture fuzzy divergence measure.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 457, doi. 10.1007/s00521-021-06353-4
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An adaptive backpropagation algorithm for long-term electricity load forecasting.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 477, doi. 10.1007/s00521-021-06384-x
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Asset criticality and risk prediction for an effective cybersecurity risk management of cyber-physical system.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 493, doi. 10.1007/s00521-021-06400-0
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Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 515, doi. 10.1007/s00521-021-06362-3
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A conjugate gradient algorithm based on double parameter scaled Broyden–Fletcher–Goldfarb–Shanno update for optimization problems and image restoration.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 535, doi. 10.1007/s00521-021-06383-y
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- Article
Effective forecasting of stock market price by using extreme learning machine optimized by PSO-based group oriented crow search algorithm.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 555, doi. 10.1007/s00521-021-06403-x
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Context-guided feature enhancement network for automatic check-out.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 593, doi. 10.1007/s00521-021-06394-9
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A neural network training algorithm for singular perturbation boundary value problems.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 607, doi. 10.1007/s00521-021-06364-1
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Adaptive NN prescribed performance control design for uncertain switching nonlinear systems with periodically time-varying parameters.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 617, doi. 10.1007/s00521-021-06387-8
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Detection of surface defects on pharmaceutical solid oral dosage forms with convolutional neural networks.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 631, doi. 10.1007/s00521-021-06397-6
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UQSCM-RFD: A query–knowledge interfacing approach for diversified query recommendation in semantic search based on river flow dynamics and dynamic user interaction.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 651, doi. 10.1007/s00521-021-06404-w
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SSPSNet: a single shot panoptic segmentation network for accurate scene parsing.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 677, doi. 10.1007/s00521-021-06350-7
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A hybrid moth flame optimization and variable neighbourhood search technique for optimal design of IIR filters.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 689, doi. 10.1007/s00521-021-06379-8
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- Article
Ensemble deep transfer learning model for Arabic (Indian) handwritten digit recognition.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 705, doi. 10.1007/s00521-021-06423-7
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Deep learning for prediction of depressive symptoms in a large textual dataset.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 721, doi. 10.1007/s00521-021-06426-4
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A novel concept of domination in m-polar interval-valued fuzzy graph and its application.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 745, doi. 10.1007/s00521-021-06405-9
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EPMC: efficient parallel memory compression in deep neural network training.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 757, doi. 10.1007/s00521-021-06433-5
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AENeT: an attention-enabled neural architecture for fake news detection using contextual features.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 771, doi. 10.1007/s00521-021-06450-4
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A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment.
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- Neural Computing & Applications, 2022, v. 34, n. 1, p. 783, doi. 10.1007/s00521-021-06424-6
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Correction to: Building an efficient OCR system for historical documents with little training data.
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- 2022
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- Correction Notice
Correction to: Fault detection in distillation column using NARX neural network.
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- 2022
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- Correction Notice
Correction to: Linking place records using multi-view encoders.
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- 2022
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- Correction Notice
Correction to: Innovative deep learning models for EEG-based vigilance detection.
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- 2022
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- Correction Notice
Correction to: Extensive framework based on novel convolutional and variational autoencoder based on maximization of mutual information for anomaly detection.
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- 2022
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- Correction Notice