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Transportmetrica A: Transport Science: Spatiotemporal Big Data Analytics for Transportation Applications, ISSN 2324-9935, 12/2020, Volume 16, Issue 1, pp. 104 - 118
The real-time and accurate prediction of road traffic states is the basis of information service for road traffic participants. An algorithm based on kernel... 
state prediction | Road traffic | kernel function | kernel-KNN | MODELS | TRANSPORTATION | TRANSPORTATION SCIENCE & TECHNOLOGY | NEURAL-NETWORK | NONPARAMETRIC REGRESSION | KALMAN FILTER | FLOW PREDICTION | Kernels | Speed limits | Sequences | Algorithms | Kernel functions | Time series | Traffic | Predictions | Real time | Traffic information
Journal Article
Nature communications, ISSN 2041-1723, 03/2020, Volume 11, Issue 1, p. 1551
Recognizing human physical activities using wireless sensor networks has attracted significant research interest due to its broad range of applications, such... 
Magnetic induction | Recurrent neural networks | Human motion | Moving object recognition | Wireless sensor networks | Learning algorithms | Power consumption | Wireless networks | Neural networks | Computer applications | Machine learning | Activity recognition | Energy efficiency | Sensors | Rehabilitation | Sports
Journal Article
Nature communications, ISSN 2041-1723, 03/2020, Volume 11, Issue 1, pp. 1173 - 11
Chromatin interaction studies can reveal how the genome is organized into spatially confined sub-compartments in the nucleus. However, accurately identifying... 
Chromatin | Artificial neural networks | Markov chains | Embedding | Genomes | Clustering | Learning | Algorithms | Neural networks | Compartments | Computer applications | Machine learning | Predictions
Journal Article
Scientific reports, ISSN 2045-2322, 03/2020, Volume 10, Issue 1, pp. 4282 - 22
Cryo-electron microscopy (cryo-EM) has become a leading technology for determining protein structures. Recent advances in this field have allowed for atomic... 
Segmentation | Image processing | Secondary structure | Electron microscopy | Deep learning | Learning | Proteins | Algorithms | Maps | Neural networks | Predictions | Quality control | Map protein | Protein structure
Journal Article
Scientific reports, ISSN 2045-2322, 03/2020, Volume 10, Issue 1, pp. 3894 - 9
The reaction-diffusion system is naturally used in chemistry to represent substances reacting and diffusing over the spatial domain. Its solution illustrates... 
Learning | Learning algorithms | Neural networks | Boundary conditions | Mathematical models | Product choice | Diffusion
Journal Article
Scientific Reports, ISSN 2045-2322, 12/2020, Volume 10, Issue 1, pp. 1 - 11
Due to the imperfect development of the photosynthetic apparatus of the newborn leaves of the canopy, the photosynthesis ability is insufficient, and the... 
Leaves | Chlorophyll | Factor analysis | Photosynthetic apparatus | Prediction models | Correlation analysis | Neural networks | Fluorescence | Environmental factors | Photosynthesis | Environmental impact | Factorial experiments
Journal Article
Scientific Reports, ISSN 2045-2322, 12/2020, Volume 10, Issue 1, pp. 1 - 14
von Neumann architecture based computers isolate computation and storage (i.e. data is shuttled between computation blocks (processor) and memory blocks). The... 
Computers | Arrays | Transistors | Neural networks | Computer Science - Emerging Technologies
Journal Article
Cybersecurity, ISSN 2523-3246, 12/2020, Volume 3, Issue 1, pp. 1 - 13
Command and control (C2) servers are used by attackers to operate communications. To perform attacks, attackers usually employee the Domain Generation... 
Domain names | Deep learning | Algorithms | Neural networks | Command and control | Classification | Machine learning | Artificial neural networks | Trademarks | Feature extraction | Rendezvous | Servers (computers) | Attention mechanism | Domain generation algorithm | Malware
Journal Article
NPJ QUANTUM INFORMATION, ISSN 2056-6387, 01/2020, Volume 6, Issue 1, pp. 1 - 9
While a large number of algorithms for optimizing quantum dynamics for different objectives have been developed, a common limitation is the reliance on good... 
PHYSICS, CONDENSED MATTER | QUANTUM SCIENCE & TECHNOLOGY | PHYSICS, APPLIED | GAME | PHYSICS, ATOMIC, MOLECULAR & CHEMICAL | GENETIC ALGORITHM | Problem solving | Exploration | Algorithms | Neural networks | Quantum theory
Journal Article
Scientific reports, ISSN 2045-2322, 03/2020, Volume 10, Issue 1, pp. 4679 - 11
Non-small cell lung cancer (NSCLC) is one of the most common lung cancers worldwide. Accurate prognostic stratification of NSCLC can become an important... 
Learning | Deep learning | Cell survival | DNA microarrays | Small cell lung carcinoma | Neural networks | Medical prognosis | Lung cancer | Biomarkers | Non-small cell lung carcinoma | Gene expression
Journal Article
NATURE COMMUNICATIONS, ISSN 2041-1723, 01/2020, Volume 11, Issue 1, pp. 651 - 10
While single cell RNA sequencing (scRNA-seq) is invaluable for studying cell populations, cell-surface proteins are often integral markers of cellular function... 
NK CELLS | GENE | MULTIDISCIPLINARY SCIENCES | CORD BLOOD | EXPANSION | ACUTE MYELOID-LEUKEMIA | LYMPHOCYTES | Proteins | Learning | Neural networks | Transfer learning | Markers | Artificial neural networks | Ribonucleic acid--RNA | Gene expression | Cell surface | Gene sequencing
Journal Article
by Li, YK and Xiang, JL
ADVANCES IN DIFFERENCE EQUATIONS, ISSN 1687-1847, 01/2020, Volume 2020, Issue 1, pp. 1 - 20
In this paper, we are concerned with a class of quaternion-valued cellular neural networks with time-varying transmission delays and leakage delays. By... 
MATHEMATICS | MATHEMATICS, APPLIED | Lyapunov functional | Anti-periodic solution | Quaternion-valued neural network | Coincidence degree | Wirtinger inequality | Stability | Cellular communication | Quaternions | Neural networks
Journal Article
Scientific reports, ISSN 2045-2322, 02/2020, Volume 10, Issue 1, pp. 2107 - 13
An efficient cryptography scheme is proposed based on continuous-variable quantum neural network (CV-QNN), in which a specified CV-QNN model is introduced for... 
Learning | Learning curves | Cryptography | Neural networks
Journal Article
Scientific reports, ISSN 2045-2322, 03/2020, Volume 10, Issue 1, pp. 4292 - 10
Machine learning imitates the basic features of biological neural networks at a software level. A strong effort is currently being made to mimic neurons and... 
Learning algorithms | Coding | Neural networks | Heat transfer
Journal Article
Scientific Reports, ISSN 2045-2322, 02/2020, Volume 10, Issue 1, pp. 1 - 11
textabstractProcessing of genital sensations in the central nervous system of humans is still poorly understood. Current knowledge is mainly based on... 
Cortex (premotor) | Cerebellum | Neuroimaging | Cortex (prefrontal) | EEG | Brain mapping | Spatial discrimination | Central nervous system | Cortex (somatosensory) | Tactile stimuli | Feet | Magnetic resonance imaging | Penis | Neural networks | Sensorimotor system | Functional magnetic resonance imaging | Thalamus
Journal Article
Scientific reports, ISSN 2045-2322, 03/2020, Volume 10, Issue 1, pp. 4192 - 11
Many drugs are developed for commonly occurring, well studied cancer drivers such as vemurafenib for BRAF V600E and erlotinib for EGFR exon 19 mutations.... 
Mutation | Epidermal growth factor receptors | Drug development | Drug resistance | Neural networks | Tumors
Journal Article
Scientific Reports, ISSN 2045-2322, 12/2020, Volume 10, Issue 1, pp. 1 - 13
Advanced and therapy-resistant prostate tumors often display neural or neuroendocrine behavior. We assessed the consequences of prostate cancer cell... 
Cell culture | Hybrids | Neurospheres | Cytology | Cell division | Neural stem cells | Cell differentiation | Cell fusion | Prostate | Prostate cancer | Cancer | Tumors
Journal Article