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Special issue on deep learning for time series data.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13147, doi. 10.1007/s00521-022-07536-3
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Observation error covariance specification in dynamical systems for data assimilation using recurrent neural networks.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13149, doi. 10.1007/s00521-021-06739-4
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Improving temporal predictions through time-series labeling using matrix profile and motifs.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13169, doi. 10.1007/s00521-021-06744-7
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A heuristic approach to the hyperparameters in training spiking neural networks using spike-timing-dependent plasticity.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13187, doi. 10.1007/s00521-021-06824-8
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Reservoir weights learning based on adaptive dynamic programming and its application in time series classification.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13201, doi. 10.1007/s00521-021-06827-5
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FEBDNN: fusion embedding-based deep neural network for user retweeting behavior prediction on social networks.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13219, doi. 10.1007/s00521-022-07174-9
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- Article
An active adaptation strategy for streaming time series classification based on elastic similarity measures.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13237, doi. 10.1007/s00521-022-07358-3
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Hydropower production prediction using artificial neural networks: an Ecuadorian application case.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13253, doi. 10.1007/s00521-021-06746-5
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Applying attention-based BiLSTM and technical indicators in the design and performance analysis of stock trading strategies.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13267, doi. 10.1007/s00521-021-06828-4
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- Article
Two-stream convolutional LSTM for precipitation nowcasting.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13281, doi. 10.1007/s00521-021-06877-9
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- Article
Time series-dependent feature of EEG signals for improved visually evoked emotion classification using EmotionCapsNet.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13291, doi. 10.1007/s00521-022-06942-x
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- Article
Recurrent neural network model for high-speed train vibration prediction from time series.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13305, doi. 10.1007/s00521-022-06949-4
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A convolutional neural network based approach to financial time series prediction.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13319, doi. 10.1007/s00521-022-07143-2
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- Article
CGAN-based synthetic multivariate time-series generation: a solution to data scarcity in solar flare forecasting.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13339, doi. 10.1007/s00521-022-07361-8
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- Article
Differentially private multivariate time series forecasting of aggregated human mobility with deep learning: Input or gradient perturbation?
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13355, doi. 10.1007/s00521-022-07393-0
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Attention mechanism in neural networks: where it comes and where it goes.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13371, doi. 10.1007/s00521-022-07366-3
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Applications of graph convolutional networks in computer vision.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13387, doi. 10.1007/s00521-022-07368-1
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A fuzzy-based adaptive multi-input–output scheme in lieu of diabetic and hypertension management for post-operative patients: an human–machine interface approach with its continuum.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13407, doi. 10.1007/s00521-020-04975-8
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A real-time embedded drogue detection method based on lightweight convolution neural network for autonomous aerial refueling.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13425, doi. 10.1007/s00521-022-07153-0
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- Article
Brain–computer interface for amyotrophic lateral sclerosis patients using deep learning network.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13439, doi. 10.1007/s00521-020-05026-y
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An information propagation model for social networks based on continuous-time quantum walk.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13455, doi. 10.1007/s00521-022-07168-7
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Deep cross-modal discriminant adversarial learning for zero-shot sketch-based image retrieval.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13469, doi. 10.1007/s00521-022-07169-6
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ViRFD: a virtual-realistic fused dataset for rock size analysis in TBM construction.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13485, doi. 10.1007/s00521-022-07179-4
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Detection of ring cell cancer in histopathological images with region of interest determined by SLIC superpixels method.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13499, doi. 10.1007/s00521-022-07183-8
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Optimized feature selection method using particle swarm intelligence with ensemble learning for cancer classification based on microarray datasets.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13513, doi. 10.1007/s00521-022-07147-y
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One-step model agnostic meta-learning using two-phase switching optimization strategy.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13529, doi. 10.1007/s00521-022-07160-1
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High-performance UAVs visual tracking using deep convolutional feature.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13539, doi. 10.1007/s00521-022-07181-w
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- Article
A novel prostate segmentation method: triple fusion model with hybrid loss.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13559, doi. 10.1007/s00521-022-07188-3
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Recurrent neural network variants based model for Cassini-Huygens spacecraft trajectory modifications recognition.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13575, doi. 10.1007/s00521-022-07145-0
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Rules embedded harris hawks optimizer for large-scale optimization problems.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13599, doi. 10.1007/s00521-022-07146-z
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A fuzzy approach for multi criteria decision making in diet plan ranking system using cuckoo optimization.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13625, doi. 10.1007/s00521-022-07163-y
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Understanding users' requirements precisely: a double Bi-LSTM-CRF joint model for detecting user's intentions and slot tags.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13639, doi. 10.1007/s00521-022-07171-y
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Stochastic stability for delayed semi-Markovian genetic regulatory networks with partly unknown transition rates by employing new integral inequalities.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13649, doi. 10.1007/s00521-022-07177-6
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Memristor-based affective associative memory neural network circuit with emotional gradual processes.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13667, doi. 10.1007/s00521-022-07170-z
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Semantic-aware conditional variational autoencoder for one-to-many dialogue generation.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13683, doi. 10.1007/s00521-022-07182-9
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An axially decomposed self-attention network for the precise segmentation of surface defects on printed circuit boards.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13697, doi. 10.1007/s00521-022-07192-7
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Towards an end-to-end isolated and continuous deep gesture recognition process.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13713, doi. 10.1007/s00521-022-07165-w
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Enhancing firefly algorithm with sliding window for continuous optimization problems.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13733, doi. 10.1007/s00521-022-07193-6
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A parametric likelihood measure with beta distributions for Pythagorean fuzzy decision-making.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13757, doi. 10.1007/s00521-022-07151-2
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Gravitation balanced multiple kernel learning for imbalanced classification.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13807, doi. 10.1007/s00521-022-07187-4
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Design of large-scale real-size steel structures using various modified grasshopper optimization algorithms.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13825, doi. 10.1007/s00521-022-07196-3
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Stacked ResNet-LSTM and CORAL model for multi-site air quality prediction.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13849, doi. 10.1007/s00521-022-07175-8
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Customer satisfaction analysis and preference prediction in historic sites through electronic word of mouth.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13867, doi. 10.1007/s00521-022-07186-5
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A novel drowsiness detection model using composite features of head, eye, and facial expression.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13883, doi. 10.1007/s00521-022-07209-1
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A comparative study on prediction of survival event of heart failure patients using machine learning algorithms.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13895, doi. 10.1007/s00521-022-07201-9
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KAF + RSigELU: a nonlinear and kernel-based activation function for deep neural networks.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13909, doi. 10.1007/s00521-022-07211-7
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Pre-trained deep learning-based classification of jujube fruits according to their maturity level.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13925, doi. 10.1007/s00521-022-07213-5
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An improved semantic segmentation with region proposal network for cardiac defect interpretation.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13937, doi. 10.1007/s00521-022-07217-1
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On fine-tuning deep learning models using transfer learning and hyper-parameters optimization for disease identification in maize leaves.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13951, doi. 10.1007/s00521-022-07246-w
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DDSS: denge decision support system to recommend the athlete-specific workouts on balance data.
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- Neural Computing & Applications, 2022, v. 34, n. 16, p. 13969, doi. 10.1007/s00521-022-07208-2
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