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Special issue on deep interpretation of deep learning: prediction, representation, modeling and utilization.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 9947, doi. 10.1007/s00521-023-08472-6
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Data Augmentation techniques in time series domain: a survey and taxonomy.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10123, doi. 10.1007/s00521-023-08459-3
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A lightweight fast human activity recognition method using hybrid unsupervised-supervised feature.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10109, doi. 10.1007/s00521-023-08368-5
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An efficient edge/cloud medical system for rapid detection of level of consciousness in emergency medicine based on explainable machine learning models.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10695, doi. 10.1007/s00521-023-08258-w
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Employing evolutionary artificial neural network in risk-adjusted monitoring of surgical performance.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10677, doi. 10.1007/s00521-023-08257-x
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A further study in the prediction of viscosity for Iranian crude oil reservoirs by utilizing a robust radial basis function (RBF) neural network model.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10663, doi. 10.1007/s00521-023-08256-y
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Dual-domain reciprocal learning design for few-shot image classification.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10649, doi. 10.1007/s00521-023-08255-z
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Neonatal seizure detection using deep belief networks from multichannel EEG data.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10637, doi. 10.1007/s00521-023-08254-0
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A novel neuroevolution model for emg-based hand gesture classification.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10621, doi. 10.1007/s00521-023-08253-1
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An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10605, doi. 10.1007/s00521-023-08252-2
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Dynamic speaker localization based on a novel lightweight R–CNN model.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10589, doi. 10.1007/s00521-023-08251-3
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Improved sub-category exploration and attention hybrid network for weakly supervised semantic segmentation.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10573, doi. 10.1007/s00521-023-08250-4
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EyeDeep-Net: a multi-class diagnosis of retinal diseases using deep neural network.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10551, doi. 10.1007/s00521-023-08249-x
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- Article
Meta-transfer learning for emotion recognition.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10535, doi. 10.1007/s00521-023-08248-y
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Neural architecture search based on packed samples for identifying animals in camera trap images.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10511, doi. 10.1007/s00521-023-08247-z
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MCGAN: mask controlled generative adversarial network for image retargeting.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10497, doi. 10.1007/s00521-023-08246-0
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Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10473, doi. 10.1007/s00521-023-08244-2
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Exploring a Q-learning-based chaotic naked mole rat algorithm for S-box construction and optimization.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10449, doi. 10.1007/s00521-023-08243-3
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Modified arithmetic optimization algorithm for drones measurements and tracks assignment problem.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10421, doi. 10.1007/s00521-023-08242-4
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A simple multiple-fold correlation-based multi-view multi-label learning.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10407, doi. 10.1007/s00521-023-08241-5
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A robust training of dendritic neuron model neural network for time series prediction.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10387, doi. 10.1007/s00521-023-08240-6
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Cross-modality complementary information fusion for multispectral pedestrian detection.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10361, doi. 10.1007/s00521-023-08239-z
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Learning ensembles of deep neural networks for extreme rainfall event detection.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10347, doi. 10.1007/s00521-023-08238-0
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Developing an ANN prediction model for compressive strength of fly ash-based geopolymer concrete with experimental investigation.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10329, doi. 10.1007/s00521-023-08237-1
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TSA-CNN-AOA: Twitter sentiment analysis using CNN optimized via arithmetic optimization algorithm.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10311, doi. 10.1007/s00521-023-08236-2
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MMPL-Net: multi-modal prototype learning for one-shot RGB-D segmentation.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10297, doi. 10.1007/s00521-023-08235-3
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Self-supervised contrastive learning for heterogeneous graph based on multi-pretext tasks.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10275, doi. 10.1007/s00521-023-08234-4
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Transfer learning-based self-learning intrusion detection system for in-vehicle networks.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10257, doi. 10.1007/s00521-023-08233-5
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Basic flight maneuver generation of fixed-wing plane based on proximal policy optimization.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10239, doi. 10.1007/s00521-023-08232-6
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Sum-based event-triggered dynamic output feedback control for synchronization of fuzzy neural networks with deception attacks.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10221, doi. 10.1007/s00521-023-08231-7
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A novel parameter identification strategy based on COOT optimizer applied to a three-diode model of triple cation perovskite solar cells.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10197, doi. 10.1007/s00521-023-08230-8
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A novel metaheuristic algorithm inspired by COVID-19 for real-parameter optimization.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10147, doi. 10.1007/s00521-023-08229-1
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Method for solving constrained 0-1 quadratic programming problems based on pointer network and reinforcement learning.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 9973, doi. 10.1007/s00521-022-07604-8
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Interpretable Bayesian network abstraction for dimension reduction.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10031, doi. 10.1007/s00521-022-07810-4
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XAI4EEG: spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10051, doi. 10.1007/s00521-022-07809-x
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New Pythagorean fuzzy-based distance operators and their applications in pattern classification and disease diagnostic analysis.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10083, doi. 10.1007/s00521-022-07679-3
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A transfer-based few-shot classification approach via masked manifold mixup and fuzzy memory contrastive learning.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10069, doi. 10.1007/s00521-022-07607-5
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Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10011, doi. 10.1007/s00521-022-07918-7
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Graph non-negative matrix factorization with alternative smoothed L0 regularizations.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 9995, doi. 10.1007/s00521-022-07200-w
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A subgradient-based neural network to constrained distributed convex optimization.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 9961, doi. 10.1007/s00521-022-07003-z
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SPINet: self-supervised point cloud frame interpolation network.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 9951, doi. 10.1007/s00521-022-06939-6
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PointDet++: an object detection framework based on human local features with transformer encoder.
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- Neural Computing & Applications, 2023, v. 35, n. 14, p. 10097, doi. 10.1007/s00521-022-06938-7
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