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Proceedings of the National Academy of Sciences - PNAS, ISSN 1091-6490, 2015, Volume 112, Issue 35, pp. 10845 - 10850
Materials in nature are characterized by structural order over multiple length scales have evolved for maximum performance and multifunctionality, and are... 
Structural color | Hierarchy | Self-assembly | Photonic crystal | Colloids | DISPERSIONS | PARTICLES | MICROSPHERES | MULTIDISCIPLINARY SCIENCES | hierarchy | structural color | colloids | PIGMENTS | MONOLAYERS | self-assembly | PHOTONIC STRUCTURES | NANOPARTICLES | CRYSTAL BEADS | SURFACE | photonic crystal | Nanoparticles | Observations | Optical properties | Color | Physical Sciences
Journal Article
Journal Article
Physical review. B, Condensed matter and materials physics, ISSN 1550-235X, 2015, Volume 92, Issue 10
We highlight the effect of structural hierarchy and deformation on band structure and wave-propagation behavior of two-dimensional phononic crystals... 
STRUCTURAL HIERARCHY | PHYSICS, CONDENSED MATTER | MECHANICS | 2-DIMENSIONAL PERIODIC LATTICES | NANOARCHITECTURES | DEFORMATION | HOMOGENIZATION | WAVE-PROPAGATION | Hierarchies | Condensed matter | Transformations | Honeycomb | Devices | Self-similarity | Crystal structure | Energy gaps (solid state)
Journal Article
IEEE Transactions on Visualization and Computer Graphics, ISSN 1077-2626, 01/2018, Volume 24, Issue 1, pp. 152 - 162
.... Interestingly, the class confusion patterns follow a hierarchical structure over the classes. We present visual-analytics methods to reveal and analyze this hierarchy of similar classes in relation with CNN-internal data... 
Training | confusion matrix | deep learning | Image recognition | image classification | Neurons | Data visualization | Training data | Feature extraction | Convolutional Neural Networks | large-scale classification | COMPUTER SCIENCE, SOFTWARE ENGINEERING | Accuracy | Identification methods | Neural networks | Detectors | Artificial neural networks | Confusion | Structural hierarchy | Analytics | Image classification | Computer Science - Computer Vision and Pattern Recognition
Journal Article
Journal of the American Statistical Association, ISSN 1537-274X, 2016, Volume 113, Issue 521, pp. 445 - 454
.... Weak or strong structural hierarchy requires that the existence of an interaction term implies at least one or both associated main effects to be present in the model... 
Big data computation | Multi-regularization | Hierarchical variable selection | Minimax optimality | SPARSITY | MODELS | PREDICTORS | LASSO | ALGORITHM | STATISTICS & PROBABILITY | DIMENSIONAL LINEAR-REGRESSION | VARIABLE SELECTION | Lower bounds | Minimax technique | Penalties | Algorithms | Computer simulation | Efficacy | Structural hierarchy | Estimators | Convergence | Inequality
Journal Article
Soft Computing, ISSN 1432-7643, 7/2018, Volume 22, Issue 13, pp. 4431 - 4443
Journal Article
Nature (London), ISSN 1476-4687, 2018, Volume 555, Issue 7694, pp. 54 - 60
The formation of red blood cells begins with the differentiation of multipotent haematopoietic progenitors. Reconstructing the steps of this differentiation... 
LINEAGE COMMITMENT | PROGENITOR CELLS | STEM-CELLS | ERYTHROPOIESIS | MULTIDISCIPLINARY SCIENCES | BONE-MARROW | IN-VIVO | SINGLE-CELL TRANSCRIPTOMICS | GENE-EXPRESSION | RECEPTOR | FATE DECISIONS | Cell Cycle - genetics | Erythroid Precursor Cells - drug effects | Transcriptome | Erythropoiesis - drug effects | Proto-Oncogene Proteins c-kit - metabolism | Cell Lineage - drug effects | RNA, Small Cytoplasmic - genetics | Intercellular Signaling Peptides and Proteins - metabolism | Flow Cytometry | RNA, Small Cytoplasmic - analysis | Erythrocytes - cytology | Female | Single-Cell Analysis | Cell Lineage - genetics | Erythroid Precursor Cells - cytology | Intercellular Signaling Peptides and Proteins - genetics | Erythrocytes - drug effects | Basophils - cytology | Animals | Intercellular Signaling Peptides and Proteins - pharmacology | Erythrocytes - metabolism | Cell Cycle - physiology | Erythroid Precursor Cells - metabolism | Mast Cells - cytology | Mice | Physiological aspects | Models | Hematopoietic stem cells | Erythrocytes | Cell cycle | Erythropoiesis | Flow cytometry | Animal models | Transcription | Colonies | Blood cells | Forming | Genomes | Growth factor receptors | Gene expression | Blood | Structural hierarchy | Hemopoiesis | Cytometry | Receptors | Hierarchies | Red blood cells | Algorithms | Predictions | Differentiation | Bioinformatics
Journal Article