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Neurocomputing, Volume 470
Volume 470, January 2022
- Uriel Martinez-Hernandez
, Mohammed I. Awad
Learning architecture for the recognition of walking and prediction of gait period using wearable sensors. 1-10 - César Quilodrán Casas
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic. 11-28 - Yan Xiao, Yaochu Jin
Hybrid attention-based transformer block model for distant supervision relation extraction. 29-39 - Jing Li, Zejin Chen
Automatic classification of ASD children using appearance-based features from videos. 40-50 - Rohitash Chandra
Distributed Bayesian optimisation framework for deep neuroevolution. 51-65 - Heyan Huang, Xiao Liu, Yue Zhang, Chong Feng:
News-driven stock prediction via noisy equity state representation. 66-75 - Xiongnan Jin
MFC-Prov: Media forensics challenge image provenance evaluation and data analysis on large-scale datasets. 76-88 - Yinfeng Fang, Jiani Yang, Dalin Zhou
Modelling EMG driven wrist movements using a bio-inspired neural network. 89-98 - Zuo Wang, Yanzheng Zhu, Hong Xue, Hongjing Liang:
Neural networks-based adaptive event-triggered consensus control for a class of multi-agent systems with communication faults. 99-108 - Qianjin Zhang
Structural context-based knowledge graph embedding for link prediction. 109-120 - Ameer Tamoor Khan
Smart surgical control under RCM constraint using bio-inspired network. 121-129 - Qikui Zhu
OASIS: One-pass aligned atlas set for medical image segmentation. 130-138 - Armin Salimi-Badr, Mohammad Mehdi Ebadzadeh:
A novel learning algorithm based on computing the rules' desired outputs of a TSK fuzzy neural network with non-separable fuzzy rules. 139-153 - Meng Lou
MCRNet: Multi-level context refinement network for semantic segmentation in breast ultrasound imaging. 154-169 - Ying Chen, Jie Song
Hierarchical gate network for fine-grained visual recognition. 170-181 - Minkyung Lee, Minyoung Chung, Yeong-Gil Shin:
Cephalometric landmark detection via global and local encoders and patch-wise attentions. 182-189 - Zhihong Sun, Jun Chen, Mithun Mukherjee
Online multiple object tracking based on fusing global and partial features. 190-203 - Boyuan Ma
End-to-end learning for simultaneously generating decision map and multi-focus image fusion result. 204-216 - Riccardo La Grassa
σ2R loss: A weighted loss by multiplicative factors using sigmoidal functions. 217-225 - Yuxuan Shi, Hefei Ling, Lei Wu, Baiyan Zhang, Ping Li:
Attribute disentanglement and registration for occluded person re-identification. 226-235 - Aniana Cruz
Spatial filtering based on Riemannian distance to improve the generalization of ErrP classification. 236-246 - Ruiheng Zhang
Graph-based few-shot learning with transformed feature propagation and optimal class allocation. 247-256 - Francesco Crecchi, Marco Melis
FADER: Fast adversarial example rejection. 257-268 - Qiankun Song
Mean-square input-to-state stability for stochastic complex-valued neural networks with neutral delay. 269-277
- Francisco Martínez-Álvarez
Special issue SOCO 2019: New trends in soft computing and its application in industrial and environmental problems. 278-279 - Siwar Yahia, Salwa Said
Wavelet extreme learning machine and deep learning for data classification. 280-289 - Jin-Young Kim, Sung-Bae Cho:
A deep neural network ensemble of multimodal signals for classifying excavator operations. 290-299
- Luca Oneto
Advances in artificial neural networks, machine learning and computational intelligence. 300-303
- André Artelt
Efficient computation of counterfactual explanations and counterfactual metrics of prototype-based classifiers. 304-317 - Danilo Franco
Deep fair models for complex data: Graphs labeling and explainable face recognition. 318-334 - Julia Lust, Alexandru Paul Condurache:
Efficient detection of adversarial, out-of-distribution and other misclassified samples. 335-343 - Jan Philip Göpfert
Interpretable Locally Adaptive Nearest Neighbors. 344-351
- Benjamin Paaßen
Reservoir stack machines. 352-364 - Laura Morán-Fernández
How important is data quality? Best classifiers vs best features. 365-375 - Abolfazl Taghribi
ASAP - A sub-sampling approach for preserving topological structures modeled with geodesic topographic mapping. 376-388
- Filippo Maria Bianchi, Claudio Gallicchio, Alessio Micheli
Pyramidal Reservoir Graph Neural Network. 389-404 - Daniele Castellana
A tensor framework for learning in structured domains. 405-426
- Thomas Beznik
Deep learning to detect bacterial colonies for the production of vaccines. 427-431 - Kiki van der Heijden, Siamak Mehrkanoon
Goal-driven, neurobiological-inspired convolutional neural network models of human spatial hearing. 432-442
- Ivano Lauriola, Alberto Lavelli, Fabio Aiolli:
An introduction to Deep Learning in Natural Language Processing: Models, techniques, and tools. 443-456 - José David Martín-Guerrero
Quantum Machine Learning: A tutorial. 457-461
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