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BMC Bioinformatics, ISSN 1471-2105, 12/2020, Volume 21, Issue 1, pp. 1 - 11
Background Feature selection is a crucial step in machine learning analysis. Currently, many feature selection approaches do not ensure satisfying results, in... 
Datasets | Learning algorithms | Algorithms | Computer simulation | Data sets | Computer applications | Machine learning | Mutation | Computational efficiency | Computing time | Chromosomes | Genetic algorithms | High-dimensional data | Feature selection | Omics
Journal Article
EURASIP Journal on Wireless Communications and Networking, ISSN 1687-1499, 12/2020, Volume 2020, Issue 1, pp. 1 - 7
Since dynamic wireless sensor networks are widely used in the military field, the location information is the basis of various applications, because each node... 
Remote sensors | Stress concentration | Monte Carlo method | Energy consumption | Frequency modulation | Computer simulation | Nodes | Computational geometry | Accuracy | Algorithms | Wireless networks | Convexity | Sensors | Localization | Mathematical programming | Mobility | Wireless sensor networks | Secure localization | Safety check
Journal Article
Advanced Modeling and Simulation in Engineering Sciences, ISSN 2213-7467, 12/2020, Volume 7, Issue 1, pp. 1 - 32
A novel thermo-elastoplastic self-consistent homogenization model for granular materials that exhibit inter-granular plasticity is presented. The model,... 
Tensors | Grains | Elastoplasticity | Computer simulation | Granular materials | Homogenization | Plastic properties | Ratcheting | Porosity | TATB | Self-consistent homogenization | Dilation | PBX 9502 | Inter-granular | Ratchet growth
Journal Article
Nature Communications, ISSN 2041-1723, 12/2020, Volume 11, Issue 1
Ryanodine receptors (RyR) are ion channels responsible for the release of Ca2+ from the sarco/endoplasmic reticulum and play a crucial role in the precise... 
Sodium channels | Calcium channels | Computer simulation | Membrane permeability | Ryanodine receptors | Molecular dynamics | Ions | Selectivity | Cytosol | Calcium permeability | Receptors | Solvation | Penetration | Ion channels | Endoplasmic reticulum | Calcium ions | Calcium (reticular)
Journal Article
BMC bioinformatics, ISSN 1471-2105, 01/2020, Volume 21, Issue 1, pp. 26 - 21
With modern methods in biotechnology, the search for biomarkers has advanced to a challenging statistical task exploring high dimensional data sets. Feature... 
Adaptations | Urine | Medical research | Biotechnology | Costs | Computer simulation | Control methods | Therapeutic applications | Biomedical data | Performance prediction | Genetic algorithms | Datasets | Algorithms | Simulation | Biopsy | Data sets | Classification | Biomarkers | Constraint modelling | Diagnostic systems | Budgets | Methods | Adaptation | Feature cost | Feature selection | Genetic algorithm | Cost limit | Budget constraint
Journal Article
Algorithms for molecular biology : AMB, ISSN 1748-7188, 2020, Volume 15, Issue 1, pp. 1 - 18
Estimated gene trees are often inaccurate, due to insufficient phylogenetic signal in the single gene alignment, among other causes. Gene tree correction aims... 
Trees | Computer simulation | Genomes | Phylogeny | Traction | Biological activity | Gene sequencing | Heterogeneity | Accuracy | Computer applications | Phylogenetics | Gene duplication | Polynomials | Error correction | Species | Incomplete lineage sorting | Gene tree correction | Horizontal gene transfer
Journal Article
EJNMMI physics, ISSN 2197-7364, 01/2020, Volume 7, Issue 1, pp. 3 - 12
Simultaneous reconstruction of emission and attenuation images in time-of-flight (TOF) positron emission tomography (PET) does not provide a unique solution.... 
Noise levels | Medical imaging | Computed tomography | Computer simulation | Emission analysis | Positron emission | Tomography | Attenuation | Configurations | Image reconstruction | Cylinders | Time of flight | Joint reconstruction | Positron emission tomography | Attenuation correction
Journal Article
Nature Communications, ISSN 2041-1723, 12/2020, Volume 11, Issue 1, pp. 1 - 14
Tumors accumulate thousands of mutations, and sequencing them has given rise to methods for finding cancer drivers via mutational recurrence. However, these... 
Computer simulation | Tumor cells | Myeloid leukemia | Leukemia | Genomes | Consortia | Gene frequency | Alleles | Growth patterns | Evolution | Mutation | Acute myeloid leukemia | Methods | Cancer | Tumors
Journal Article
Nature communications, ISSN 2041-1723, 01/2020, Volume 11, Issue 1, pp. 86 - 11
Here we report a facile, prompt protocol based on deep-learning techniques to sort out intricate phase identification and quantification problems in complex... 
Inorganic compounds | Computer simulation | Quaternary | X ray powder diffraction | Artificial neural networks | Aquatic plants | X-ray diffraction | Powder | Learning | Diffraction patterns | Phosphors | Multiphase | Neural networks
Journal Article
Chinese Journal of Mechanical Engineering, ISSN 1000-9345, 12/2020, Volume 33, Issue 1, pp. 1 - 17
Parallel Kinematic Machines (PKMs) are being widely used for precise applications to achieve complex motions and variable poses for the end effector tool. PKMs... 
Degrees of freedom | Computer simulation | Manipulators | Robot dynamics | Jacobian matrix | Mathematical analysis | Kinematics | Jacobi matrix method | Dynamic models | End effectors | Stiffness | Universal joints | Kinematic equations | Euler-Lagrangian modelling | Kinematic modelling | Stiffness analysis | Singularity analysis | Workspace analysis | Parallel manipulator
Journal Article
EURASIP Journal on Wireless Communications and Networking, ISSN 1687-1499, 12/2020, Volume 2020, Issue 1, pp. 1 - 10
Nodes in original S-MAC protocol just can visit the channel in the scheduling and listening stage. The working schema may result in data latency and high... 
Remote sensors | Access control | Energy consumption | Algorithms | Wireless networks | Computer simulation | Adaptive algorithms | Scheduling | Queues | Sensors | Collision dynamics | Nodes | Wireless sensor networks | Micro-duty | S-MAC protocol | MDA-SMAC protocol
Journal Article
Nature communications, ISSN 2041-1723, 01/2020, Volume 11, Issue 1, pp. 587 - 8
Various quantum applications can be reduced to estimating expectation values, which are inevitably deviated by operational and environmental errors. Although... 
Mitigation | Qubits (quantum computing) | Error correction & detection | Error correction | Gates
Journal Article