ライフサイエンスコーパス: dimensionality

1 M inputs, such as stiffness, topography, and dimensionality.

2 etry, lattice parameters, stoichiometry, and dimensionality.

3 ty is measured using relative comparisons of dimensionality.

4 radiate with a tailorable directionality and dimensionality.

5 g regarding the importance of the structural dimensionality.

6 filopodial tip via a sequential reduction in dimensionality.

7 y any base material, at any length scale and dimensionality.

8 image descriptor space to avoid the curse of dimensionality.

9 tronic structure due to their pronounced two-dimensionality.

10 d is amenable to problems of extremely large dimensionality.

11 hallenging, particularly for systems of high dimensionality.

12 ansitions in thin-flake samples with reduced dimensionality.

13 small-world properties with finite spectral dimensionality.

14 he Fourier space with greatly reduced design dimensionality.

15 d by their reaction mechanism and structural dimensionality.

16 sensation that covers bounded domains of any dimensionality.

17 s of the mutation data as well as their high dimensionality.

18 undesired shielding of the intrinsic role of dimensionality.

19 tive internal fluctuations are modulated via dimensionality.

20 are compared in the same DFT frequency space dimensionality.

21 he emergence of the intrinsic superiority of dimensionality.

22 at has the potential to "lift" this curse of dimensionality.

23 es in the measurement of states with a large dimensionality.

24 er-by generic hydrodynamic forces-to reduced dimensionality.

25 cause of the very large data volume and high dimensionality.

26 iciently exploring complex systems with high dimensionality.

27 he synthesis of oxide nanomaterials with low dimensionality.

28 species whose escape trajectories differ in dimensionality.

29 ning even when this approach does not reduce dimensionality.

30 hybrid nanomolecules with well-defined three-dimensionality.

31 ures and inevitably result in a large design dimensionality.

32 f the sample attributes, described as sample dimensionality.

33 ation of degeneracies without a well-defined dimensionality.

34 apply it to metabolic networks of increasing dimensionality.

35 rties associated with their strictly defined dimensionalities.

36 e need to understand the nature of the shape dimensionality (1D vs 2D vs 3D) of cell-scaffold interac

37 t of spin torque on a system of intermediate dimensionality--a ferromagnetic nanowire.

38 lloidal structures of various symmetries and dimensionality according to their micromolecular orienta

39 ng and kidney cancer TCGA datasets with high dimensionality, again showing clinically significant res

40 exity of entangled states by expanding their dimensionality allows the implementation of novel fundam

41 of epigenetic bridges that reduce phenotype dimensionality and accomplish rapid adaptive modulation

42 ting to other datasets that suffer from high dimensionality and background activity.

43 ebrate predators taking into account habitat dimensionality and biological traits.

44 re of a ferromagnetic metal, by reducing its dimensionality and changing its chemical composition, op

45 addressed the problems that arise from high dimensionality and complex correlations.

46 provides new insights into the impact of the dimensionality and directionality of the packing arrange

47 implicial complexes strongly depend on their dimensionality and display the major universal propertie

48 that elevated resource supply reduced niche dimensionality and diversity and increased both producti

49 ree-dimensional materials, but the impact of dimensionality and electron correlation on superconducti

50 truction of important components of food web dimensionality and functionality.

51 Muscle synergies reduce the dimensionality and hence simplify the control problem.

52 a broader scale, with finer accuracy, higher dimensionality and higher throughput than ever.

53 al networks is challenging due to their high dimensionality and inherent anisotropy.

54 raphene but rather is solely a result of the dimensionality and is therefore expected in all 2D mater

55 sensitive to initial conditions due to high dimensionality and nonconvexity of the NMF paradigm.

56 e measurements performed here show transport dimensionality and overall order increasing with increas

57 imitations of the DSM nosology for capturing dimensionality and overlap in psychiatric syndromes, and

58 y outputs of dimensionality reduction-shared dimensionality and percent shared variance-with neuron a

59 However, inclusion of network data increases dimensionality and poses additional challenges for commo

60 l energy surface of the K2Rb complex in full dimensionality and report numerically-exact quantum-mech

61 l minimum in 2D space which displays reduced dimensionality and rule-breaking chemical bonding.

62 emporal resolution due to the inherent three-dimensionality and small features of phagocytosis.

63 ers of excitons (size, binding energy, spin, dimensionality and so on).

64 ed by cortical tension of the colony, matrix dimensionality and softness, and cell-cell adhesion.

65 ine operational taxonomic units (OTUs), high dimensionality and sparsity of the data and so forth.

66 requency range is dictated by the structural dimensionality and the free-carrier scattering rate of t

67 nosyringe device are due to the reduction in dimensionality and ultrahigh surface-to-volume ratio.

68 in terms of stiffness, but also topography, dimensionality, and confinement.

69 ng scaffold, which combines the periodicity, dimensionality, and structural modularity of hybrid fram

70 Interfaces and low dimensionality are sources of strong modifications of el

71 to new Fe/Co coordination networks of lower dimensionality as well as soluble molecular analogues in

72 lar 'velcro', which can impart 'reduction of dimensionality' as a means of biomimetic transport contr

73 ay to compute free-energy landscapes of high dimensionality based on the previously introduced variat

74 rgue that entorhinal grid cells encode a low-dimensionality basis set for the predictive representati

75 power law exponent, an effective state space dimensionality, being a measure of the nature and extent

76 providing a mechanism for tuning the carrier dimensionality between 1D and 2D conductivity.

77 learning between two tasks depends on shared dimensionality between their respective task spaces.

78 Low dimensionality, broken symmetry and easily-modulated car

79 arning occurs not just because it can reduce dimensionality, but more importantly because it can incr

80 However, whether the effective IVR dimensionality can vary with time and whether the mechan

81 ed, providing a fundamental understanding of dimensionality-confined strongly correlated electron sys

82 Our findings free the structural dimensionality constraint and broaden the possibilities

83 t fullerene cluster size, concentration, and dimensionality control charge generation efficiency, ind

84 l approach to analysing quantum systems with dimensionality d>1 involves adding a weak coupling to an

85 robability amplitudes of a pure state with a dimensionality, d=27.

86 pe, bioinformatic interpretation of the high-dimensionality data indicated a strong neurodegenerative

87 excitations, and become more significant as dimensionality decreases from 3D CH3NH3PbI3 to two-dimen

88 These results show that dimensionality determines properties of neuronal network

89 fundamentally different signature peaks and dimensionality effects compared to other 2D material sys

90 a function of layer number reveals dramatic dimensionality effects in this CDW material.

91 re expected to enable fundamental studies of dimensionality effects on their properties and facilitat

92 The data dimensionality escalation accentuates limitations, inher

93 We introduce methods for dimensionality estimation to better decompose mixture mo

94 tric, all effects can be embedded in a fixed-dimensionality Euclidean basis, facilitating identificat

95 oke) the variation in movement may have high dimensionality, even if only a few discrete signals acti

96 P) model based on stepwise reduction of data dimensionality followed by principle component analysis

97 We found the reduction of dimensionality has a profound effect on the electronic s

98 mentation capability and avoid the 'curse of dimensionality' have been lacking.

99 e rapid growth, simultaneously achieving low-dimensionality, high transmission efficiency, real-time

100 ches is their susceptibility to the curse of dimensionality, i.e. the exponential growth in memory an

101 these methods still suffer from the curse of dimensionality if a network size increases to 100 or hig

102 ic behaviour in non-intuitive ways, the high-dimensionality in ecological systems can profoundly infl

103 lts point to the importance of understanding dimensionality in ecological systems that are undergoing

104 analysis produces an efficient reduction of dimensionality in torque variation within a wingstroke.

105 The results suggest (1) the dimensionality in which RET occurs is dependent on the R

106 in the basal ganglia to solve the "curse of dimensionality" in reinforcement learning.

107 nics due to their high electron mobility and dimensionality-induced bandgap.

108 This dimensionality-induced magnetic order can be used to tai

109 ce, and that the degree of shared task space dimensionality influences the extent to which prior expe

110 highly efficient extraction of entanglement dimensionality information.

111 In order to take sample dimensionality into account prior to optimization of a 2

112 ding voltage trends, ion diffusion paths and dimensionalities, intrinsic defect chemistry, and surfac

113 Dimensionality is a fundamental component that can have

114 ith novel topological properties and reduced dimensionality is always desirable for material innovati

115 le" images with ultrahigh resolution and low dimensionality is described.

116 search for novel materials based on reduced-dimensionality is driven by new physics.

117 Dimensionality is known to play an important role in man

118 mproved optoelectronic properties when their dimensionality is reduced.

119 To address this ultrahigh dimensionality issue, this paper adopts a two-stage appr

120 ing for sparsity, transients, noise and high dimensionality issues.

121 Taken together, the dimensionality, length scales of the physical microenvir

122 This behaviour means that a decrease in two-dimensionality lowers the Tc.

123 human disease, their complex composition and dimensionality make them challenging to evaluate in a re

124 Reduced-dimensionality materials for photonic and optoelectronic

125 Compliance and dimensionality mechanosensing, the processes by which ce

126 esis that MCAK contributes to compliance and dimensionality mechanosensing-mediated regulation of MT

127 tes of trajectory aspect ratios (i.e., their dimensionality), molecular diffusion coefficients, and o

128 reducing metagenomics and metabolomics data dimensionality, multivariate analyses indicated a decrea

129 ges inherent in 'omics' data, including high-dimensionality, noise, and timing differences in express

130 We also reduced the dimensionalities of the 139-unique populations by Z-tran

131 EC materials and the well-proven fractional dimensionality of 2.5 for ferroelectric domain walls.

132 onlinear criterion which infers entanglement dimensionality of a global state by using only informati

133 y reduce diversity by reducing the number or dimensionality of belowground limiting factors.

134 Reducing the dimensionality of bulk materials has been suggested to e

135 Continued expansion in the size and dimensionality of cardiovascular imaging databases is dr

136 r operation mode is generally defined by the dimensionality of charge transport, where a field-effect

137 of prior biological knowledge to reduce the dimensionality of complex genomic data.

138 daptive modulation is diminished by the high dimensionality of complex organisms and associated vast

139 We further implicate the relevance and dimensionality of constructs of compulsivity across diso

140 The high-dimensionality of data generated by flow cytometry usual

141 instrumentation are increasing the size and dimensionality of data sets, posing a challenge for trad

142 des a rapid and feasible means to expand the dimensionality of drug discovery by assessing protein fa

143 The intrinsic dimensionality of each data set is also estimated to det

144 one dimensionality of hole states, while two dimensionality of electron states) that could lead to no

145 The dimensionality of Hg-Q motifs (in terms of ordering patt

146 he target tissue has been limited by the low dimensionality of histology techniques and the small siz

147 ue feature of carrier kinetics (that is, one dimensionality of hole states, while two dimensionality

148 ort the discovery that pressure can tune the dimensionality of hydrogen bonding networks in CuF(2)(H(

149 nce in these two timescales implies that the dimensionality of magnetic correlations is vital for our

150 By analysing the topology, geometry and dimensionality of manifold structure in such point cloud

151 However, the high dimensionality of mass cytometry data introduces computa

152 ith the highly correlated structure and high-dimensionality of metabolic phenotyping data.

153 es is challenging, primarily due to the high dimensionality of microstructure space, multi-objective

154 eity within WGS reads to markedly reduce the dimensionality of next-generation sequencing data; it is

155 I explore the dimensionality of physical, neural, and perceptual space

156 In reality, the dimensionality of protein sequence space is higher (20(L

157 hesized that the brain naturally reduces the dimensionality of real-world problems to only those dime

158 reorientation is observed by controlling the dimensionality of SIO, mediated through the emergence of

159 These results demonstrate the low dimensionality of slow LIP local dynamics, and suggest t

160 king remains a daunting task due to the high dimensionality of the activity.

161 new approach resulted in a reduction of the dimensionality of the data and, in addition, in a signif

162 These problems become intractable when the dimensionality of the data is large, as is often the cas

163 parison with other methods regardless of the dimensionality of the data.

164 A random walk model reproduces the fractal dimensionality of the dendrites observed experimentally.

165 g site, using DNA shape features reduced the dimensionality of the feature space.

166 Shared genetic influences reduce the dimensionality of the human lipidome into clusters that

167 (POW) were further chosen to reduce the high dimensionality of the hyperspectral image data.

168 It becomes more difficult as the dimensionality of the image data increases to include ti

169 In addition, the low dimensionality of the input layer generates overlaps bet

170 It reduces the dimensionality of the inverse DOT problem by reducing th

171 The dimensionality of the items was evaluated using factor a

172 The dimensionality of the items was evaluated using factor a

173 The dimensionality of the items was evaluated using factor a

174 , the shape of the dispersal kernel, and the dimensionality of the landscape all contribute to determ

175 Interrater reliability, validity, and dimensionality of the MacCAT-CR and estimated cutoff age

176 gnificant information is absent due to lower dimensionality of the measurements and the inability to

177 through space determine the topology and the dimensionality of the neural representation, across spec

178 We find that the effective dimensionality of the non-interacting lattice component

179 l coverage (+100 nm) when there is increased dimensionality of the percolation network and stronger o

180 Our results show that the dimensionality of the population response changes system

181 Given the large dimensionality of the problem (e.g. spatiotemporal varia

182 iance-covariance matrix ( G: ) to reduce the dimensionality of the problem and take a multivariate ap

183 The benefit of our algorithm grows with the dimensionality of the problem and the complexity of the

184 oton dissociation from the photoacid and the dimensionality of the proton's diffusion.

185 the complexity of the set-up as well as the dimensionality of the quantum state.

186 The use of DCT enables reduction of the dimensionality of the reconstruction and ensures that on

187 of the spin ordering and a crossover in the dimensionality of the restoring interaction from quasi-1

188 al cells at a high throughput, but the large dimensionality of the resulting data severely limits app

189 tice to the essential characteristic of high-dimensionality of the search-space.

190 ence of the dynamics, which ensures that the dimensionality of the solution space continues to reduce

191 Furthermore, the high dimensionality of the space of possible stimuli and move

192 s work opens the possibility to increase the dimensionality of the state-space used for encoding info

193 (nematic and smectic), and depending on the dimensionality of the structure (2D and 3D).

194 ric properties--including even the effective dimensionality of the system--can be varied.

195 that the known TMs can be classified by the dimensionality of the topologically protected band degen

196 mplex phenotypes by effectively reducing the dimensionality of their deterministic networks and thus

197 onent and a data-specific component with the dimensionality of these components (spaces) inferred via

198 Because of the high dimensionality of these datasets, multivariate ordinatio

199 Reducing the dimensionality of three-dimensional hybrid metal halide

200 The 'dimensionality' of the mechanical milieu under which exp

201 l data can be considerable; and the Curse of Dimensionality often impedes the interpretation of the r

202 ynamics simulations to explore the impact of dimensionality on intracellular mechanics and on the eff

203 ween 2D and 3D systems, but the influence of dimensionality on the glass transition is unresolved.

204 Here we investigate the effects of mixed dimensionality on the superfluid and pairing phenomena o

205 es, changes in framework topology, framework dimensionality or degree of network interpenetration.

206 ations, e.g. noise, data heterogeneity, high dimensionality or poor interpretability.

207 enging due to small sample size (n) and high dimensionality (p).

208 aration of processes and the use of multiple dimensionalities provided qualitative information about

209 Niche dimensionality provides a general theoretical explanatio

210 r studying many-body physics because the low dimensionality reduces screening leading to tightly boun

211 The computationally efficient multifactor dimensionality reduction (MDR) approach has emerged as a

212 We used Multifactor- dimensionality reduction (MDR) program as a non-parametr

213 clinical variables (Model 1), and after PCA dimensionality reduction (Model 2).

214 For comparison, we performed the same dimensionality reduction analyses on the activity of a r

215 urvival analysis, similar gene detection and dimensionality reduction analysis.

216 rs1143634) was assessed using multifactorial dimensionality reduction analysis.

217 ms existing methods including multifactorial dimensionality reduction and Bayesian epistasis associat

218 orithm that combines kernel-based non-linear dimensionality reduction and binary classification (or r

219 Subsequent multifactor dimensionality reduction and classification and regressi

220 Using unsupervised dimensionality reduction and clustering algorithms, we i

221 th data analysis based on diffusion maps for dimensionality reduction and network synthesis from stat

222 tein conformational search, efficient robust dimensionality reduction and topological analysis via pe

223 plicability of our method in an unsupervised dimensionality reduction application by inferring genes

224 This observation justifies the use of dimensionality reduction approaches to model complex sys

225 In this paper, a novel algorithm, Dimensionality Reduction based Optimization for DOT (DRO

226 The dimensionality reduction brings the promise of a decreas

227 he algorithm to perform joint clustering and dimensionality reduction by efficiently optimizing a con

228 lying protein interactions and new tools for dimensionality reduction for flexible protein docking.

229 lear, however, how the results obtained from dimensionality reduction generalize to recordings with l

230 Dimensionality reduction has been applied in various bra

231 researchers who seek to understand the role dimensionality reduction has had and can have in systems

232 ere assessed through model-based multifactor dimensionality reduction in the PIAMA study, and gene-ge

233 Dimensionality reduction in the training set established

234 Visualizing data by dimensionality reduction is an important strategy in Bio

235 onlinear stochastic embedding (One-SENSE), a dimensionality reduction method based on the t-distribut

236 We demonstrate that the choice of dimensionality reduction method can significantly influe

237 We highlight the importance of selecting a dimensionality reduction method to visualize large multi

238 We use two dimensionality reduction methods as well, robust Princip

239 We test the performance of these dimensionality reduction methods by applying several goo

240 We describe the dimensionality reduction methods commonly applied to pop

241 However, existing dimensionality reduction methods could not be directly a

242 me this limitation, we introduce model-based dimensionality reduction methods for neurons with non-Po

243 Recent studies have applied dimensionality reduction methods to understand how the m

244 We introduce several dimensionality reduction methods to visualize in 2- and

245 Discovery of efficient and accurate dimensionality reduction methods used to display at once

246 , we use normalized edit distance to enhance dimensionality reduction methods, including Isomap and L

247 data has motivated continuous development of dimensionality reduction methods.

248 ing techniques that include fast, non-linear dimensionality reduction of oligonucleotide signatures a

249 that functional groups of spines defined by dimensionality reduction of receptive field properties e

250 Dimensionality reduction of such high-dimensional data s

251 ly be a byproduct of MSTd neurons performing dimensionality reduction on their inputs.

252 ly be a byproduct of MSTd neurons performing dimensionality reduction on their inputs; and (3) imply

253 indings can help guide the interpretation of dimensionality reduction outputs in regimes of limited n

254 Multifactor dimensionality reduction revealed that genotyping result

255 bjective of this work was to develop a novel dimensionality reduction technique as a part of an integ

256 Using a dimensionality reduction technique known as non-negative

257 Here we demonstrate the advantages of a new dimensionality reduction technique, demixed principal co

258 Clustering and dimensionality reduction techniques often help in discer

259 equires the use of the latest clustering and dimensionality reduction techniques to automatically seg

260 se of a greater level of information through dimensionality reduction techniques.

261 eature analysis provides a general two-sided dimensionality reduction that reveals encoding in high d

262 Many recent studies have adopted dimensionality reduction to analyze these populations an

263 ps such as peak alignment, normalization, or dimensionality reduction to be tailored to specific prob

264 ribe ACCENSE, a tool that combines nonlinear dimensionality reduction with density-based partitioning

265 SIPI has higher power than MDR (Multifactor Dimensionality Reduction), AA_Full, Geno_Full (full inte

266 estimate the model's parameters, DREISS uses dimensionality reduction, and identifies canonical tempo

267 To interpret the outputs of dimensionality reduction, it is important to first under

268 mponent analysis (PCA) is a popular tool for dimensionality reduction, pattern recognition, and visua

269 al benchmarking on tasks such as single cell dimensionality reduction, protein module discovery and r

270 on of metastable states, along with dramatic dimensionality reduction, significantly simplifies the t

271 red the scaling trends of two key outputs of dimensionality reduction-shared dimensionality and perce

272 sian ideal observer method for task-specific dimensionality reduction.

273 Here, we develop a dimensionality-reduction method, (Z)ero (I)nflated (F)ac

274 l RNA-seq data are challenging for classical dimensionality-reduction methods because of the prevalen

275 Stimulus dimensionality-reduction methods in neuroscience seek to

276 Mash extends the MinHash dimensionality-reduction technique to include a pairwise

277 red framework provides a model with variable dimensionality, resulting in a simple view that can be u

278 The technique generates high-dimensionality score plots, and should be applicable to

279 classification, and unbiased classification-dimensionality selection.

280 to the extreme rarity of mutations and high-dimensionality, significances of causal variants cannot

281 ected monitoring studies over the entire WOC dimensionality spectrum illustrate interesting cases of

282 Notably, these methods overcome the curse of dimensionality that limits the applicability of traditio

283 It is this reduction in dimensionality that makes chemical reaction mechanisms t

284 Given the high dimensionality that typically characterises these data,

285 Secondary outcomes included examination dimensionality (that is, the number of factors measured)

286 orders of magnitude, depending on the sample dimensionality (that is, whether the sample is more like

287 ort processes transpire from a 'reduction of dimensionality' that confines diffusion to one or two di

288 charge density wave formation.Due to reduced dimensionality, the properties of 2D materials are often

289 Controlling inorganic structure and dimensionality through structure-directing agents is a v

290 he unique opportunity to extend the scaffold dimensionality through the buckybowl curvature.

291 he spatiotemporal synergies (including their dimensionality, timing, and amplitude modulation) were i

292 t features of the synergies (including their dimensionality, timing, and amplitude modulation) were o

293 e cortical and muscular data to reduce their dimensionality to a smaller set of time-varying "spatiot

294 he maximum and exploit its dependency on the dimensionality to obtain an ID estimate.

295 d range of unique scaffolds, and hence three-dimensionality, to target a broad area of biological spa

296 d biological systems with markedly different dimensionalities, topologies, and polarizabilities, we f

297 um wavefunctions and various factors such as dimensionality, topology, Coulomb interactions and symme

298 NCS Program in which molecular data (reduced dimensionality transcript L1000 profiles) were recorded

299 ld indicate a quantum cutting due to the low dimensionality.Understanding the confinement and transpo

300 Metasurfaces are metamaterials of reduced dimensionality which have opened up new avenues for flat