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Special issue on deep learning modeling in real life: anomaly detection, biomedical, concept analysis, finance, image analysis, recommendation.
- Published in:
- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19397, doi. 10.1007/s00521-022-07832-y
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- Article
Intelligent fault diagnosis of rolling bearings based on LSTM with large margin nearest neighbor algorithm.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19401, doi. 10.1007/s00521-022-07353-8
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- Article
Neural intuitionistic fuzzy system with justified granularity.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19423, doi. 10.1007/s00521-022-07504-x
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- Article
Multisource financial sentiment analysis for detecting Bitcoin price change indications using deep learning.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19441, doi. 10.1007/s00521-022-07509-6
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A novel multi-step forecasting strategy for enhancing deep learning models' performance.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19453, doi. 10.1007/s00521-022-07158-9
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Semantic segmentation supervised deep-learning algorithm for welding-defect detection of new energy batteries.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19471, doi. 10.1007/s00521-022-07474-0
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- Article
Deep autoencoders for acoustic anomaly detection: experiments with working machine and in-vehicle audio.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19485, doi. 10.1007/s00521-022-07375-2
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Applying machine learning techniques to predict and explain subscriber churn of an online drug information platform.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19501, doi. 10.1007/s00521-022-07603-9
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- Article
Machine learning for groundwater pollution source identification and monitoring network optimization.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19515, doi. 10.1007/s00521-022-07507-8
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- Article
Self organizing maps for cultural content delivery.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19547, doi. 10.1007/s00521-022-07376-1
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COREM<sup>2</sup> project: a beginning to end approach for cyber intrusion detection.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19565, doi. 10.1007/s00521-022-07084-w
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- Article
Deep learning and multimodal feature fusion for the aided diagnosis of Alzheimer's disease.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19585, doi. 10.1007/s00521-022-07501-0
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Consolidating incentivization in distributed neural network training via decentralized autonomous organization.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19599, doi. 10.1007/s00521-022-07374-3
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- Article
Multiclass sentiment analysis on COVID-19-related tweets using deep learning models.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19615, doi. 10.1007/s00521-022-07650-2
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- Article
Automated distinction of neoplastic from healthy liver parenchyma based on machine learning.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19629, doi. 10.1007/s00521-022-07599-2
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- Article
Amateur football analytics using computer vision.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19639, doi. 10.1007/s00521-022-07692-6
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Known and unknown event detection in OTDR traces by deep learning networks.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19655, doi. 10.1007/s00521-022-07634-2
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- Article
Feature selection methods in microarray gene expression data: a systematic mapping study.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19675, doi. 10.1007/s00521-022-07661-z
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- Article
An improved estimation of distribution algorithm for multi-objective optimization problems with mixed-variable.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19703, doi. 10.1007/s00521-022-07695-3
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Recent advances in multi-objective grey wolf optimizer, its versions and applications.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19723, doi. 10.1007/s00521-022-07704-5
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Multiclass feature selection with metaheuristic optimization algorithms: a review.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19751, doi. 10.1007/s00521-022-07705-4
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Regularized semi-supervised KLFDA algorithm based on density peak clustering.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19791, doi. 10.1007/s00521-022-07495-9
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A novel technique for stress detection from EEG signal using hybrid deep learning model.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19819, doi. 10.1007/s00521-022-07540-7
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Learning to transfer attention in multi-level features for rotated ship detection.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19831, doi. 10.1007/s00521-022-07491-z
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Class binarization to neuroevolution for multiclass classification.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19845, doi. 10.1007/s00521-022-07525-6
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Design of a robust hybrid fuzzy super-twisting speed controller for induction motor vector control systems.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19863, doi. 10.1007/s00521-022-07519-4
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An intelligent disease prediction and monitoring system using feature selection, multi-neural network and fuzzy rules.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19877, doi. 10.1007/s00521-022-07527-4
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Structural-optimized sequential deep learning methods for surface soil moisture forecasting, case study Quebec, Canada.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19895, doi. 10.1007/s00521-022-07529-2
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Double-kernelized weighted broad learning system for imbalanced data.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19923, doi. 10.1007/s00521-022-07534-5
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An efficient hardware implementation of CNN-based object trackers for real-time applications.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19937, doi. 10.1007/s00521-022-07538-1
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Instant-Hybrid Neural-Cryptography (IHNC) based on fast machine learning.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19953, doi. 10.1007/s00521-022-07539-0
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A functional enhancement on scarred fingerprint using sigmoid filtering.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19973, doi. 10.1007/s00521-022-07520-x
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Streamflow modelling and forecasting for Canadian watersheds using LSTM networks with attention mechanism.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 19995, doi. 10.1007/s00521-022-07523-8
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- Article
Prairie Dog Optimization Algorithm.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20017, doi. 10.1007/s00521-022-07530-9
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An improved multipath residual CNN-based classification approach for periapical disease prediction and diagnosis in dental radiography.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20067, doi. 10.1007/s00521-022-07556-z
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Influence of energy storage device on load frequency control of an interconnected dual-area thermal and solar photovoltaic power system.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20083, doi. 10.1007/s00521-022-07558-x
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Multi-level context-driven interaction modeling for human future trajectory prediction.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20101, doi. 10.1007/s00521-022-07562-1
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- Article
A robust optimal mean cosine angle 2DPCA for image feature extraction.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20117, doi. 10.1007/s00521-022-07572-z
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A novel invasive plant detection approach using time series images from unmanned aerial systems based on convolutional and recurrent neural networks.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20135, doi. 10.1007/s00521-022-07560-3
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Approaching what and how people with mental disorders communicate in social media–Introducing a multi-channel representation.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20149, doi. 10.1007/s00521-022-07569-8
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IRF-LSTM: enhanced regularization function in LSTM to predict the rainfall.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20165, doi. 10.1007/s00521-022-07577-8
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Transfer learning-based EEG analysis of visual attention and working memory on motor cortex for BCI.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20179, doi. 10.1007/s00521-022-07580-z
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- Article
A novel automatic approach for glioma segmentation.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20191, doi. 10.1007/s00521-022-07583-w
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SBOX-CGA: substitution box generator based on chaos and genetic algorithm.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20203, doi. 10.1007/s00521-022-07589-4
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Intelligent fake reviews detection based on aspect extraction and analysis using deep learning.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20213, doi. 10.1007/s00521-022-07531-8
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A gene expression programming-based method for real-time wear estimation of disc cutter on TBM cutterhead.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20231, doi. 10.1007/s00521-022-07597-4
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Enhancing adversarial transferability with partial blocks on vision transformer.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20249, doi. 10.1007/s00521-022-07568-9
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Development of Lévy flight-based reptile search algorithm with local search ability for power systems engineering design problems.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20263, doi. 10.1007/s00521-022-07575-w
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Handling occlusion in prohibited item detection from X-ray images.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20285, doi. 10.1007/s00521-022-07578-7
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- Article
Semantic drift prediction for class incremental deep metric learning.
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- Neural Computing & Applications, 2022, v. 34, n. 22, p. 20299, doi. 10.1007/s00521-022-07600-y
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