記事
デジタルデータあり(Crossref)
すぐに読む
CiNii Research
Regression Shrinkage and Selection Via the Lasso
- 資料種別
- 記事
- 著者
- Robert Tibshirani
- 出版者
- Oxford University Press (OUP)
- 出版年
- 1996-01-01
- 資料形態
- デジタル
- 掲載誌名
- Journal of the Royal Statistical Society Series B: Statistical Methodology 58 1
- 掲載ページ
- p.267-288
資料詳細
要約等:
- <jats:title>SUMMARY</jats:title> <jats:p>We propose a new method for estimation in linear models. The ‘lasso’ minimizes the residual su...
全国の図書館の所蔵
国立国会図書館以外の全国の図書館の所蔵状況を表示します。
所蔵のある図書館から取寄せることが可能かなど、資料の利用方法は、ご自身が利用されるお近くの図書館へご相談ください
書誌情報
この資料の詳細や典拠(同じ主題の資料を指すキーワード、著者名)等を確認できます。
デジタル
- 資料種別
- 記事
- 出版年月日等
- 1996-01-01
- 出版年(W3CDTF)
- 1996-01-01
- タイトル(掲載誌)
- Journal of the Royal Statistical Society Series B: Statistical Methodology
- 巻号年月日等(掲載誌)
- 58 1
- 掲載巻
- 58
- 掲載号
- 1
- 掲載ページ
- 267-288
- 掲載年月日(W3CDTF)
- 1996-01-01
- ISSN(掲載誌)
- 13697412http://id.crossref.org/issn/00359246
- 出版事項(掲載誌)
- Oxford University Press (OUP)
- 対象利用者
- 一般
- DOI
- 10.1111/j.2517-6161.1996.tb02080.x
- 作成日(W3CDTF)
- 2018-12-07
- 著作権情報
- https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model
- 関連情報(URI)
- 参照
- Estimating optimal sparseness of developmental gene networks using a semi-quantitative modelTime-Varying Transition Probability Matrix Estimation and Its Application to Brand Share AnalysisSparse approximation based on a random overcomplete basisA statistical mechanics approach to de-biasing and uncertainty estimation in LASSO for random measurementsUsing Kinect for Facial Expression Recognition under Varying Poses and IlluminationDiscontinuous boundaries of slow slip events beneath the Bungo Channel, southwest JapanEvaluation of Informative Bands Used in Different PLS Regressions for Estimating Leaf Biochemical Contents from Hyperspectral ReflectanceBayesian generalized fused lasso modeling via NEG distributionSurvival analysis by penalized regression and matrix factorization.Neural Evidence of the Cerebellum as a State PredictorFast acquisition of spin-wave dispersion by compressed sensingBootstrapping the Stein-Rule EstimatorsSuper-resolution of X-ray CT images of rock samples by sparse representation: applications to the complex texture of serpentiniteDevelopment and validation of prediction model for incident overactive bladder: The Nagahama studyAdaptive basis expansion via $$\ell _1$$ ℓ 1 trend filteringClustering of multivariate binary data with dimension reduction via L1-regularized likelihood maximizationFirst-Principles Study of Structural Transitions in LiNiO_2 and High-Throughput Screening for Long Life BatterySerum levels of fibroblast growth factor-2 distinguish Takayasu arteritis from giant cell arteritis independent of age at diagnosisData-Driven Analysis of Nonlinear Heterogeneous Reactions through Sparse Modeling and Bayesian Statistical ApproachesA Spatial-Temporal Subspace-Based Compressive Channel Estimation Technique in Unknown Interference MIMO ChannelsSimultaneous Imaging and Characterization of Polyunsaturated Fatty Acids, Carotenoids, and Microcrystalline Guanine in Single Aurantiochytrium limacinum Cells with Linear and Nonlinear Raman MicrospectroscopySparse Least Logarithmic Absolute Difference Algorithm with Correntropy-Induced Metric PenaltyRobust regression using biased objectivesA Variant of AIC Based on the Bayesian Marginal LikelihoodEstimation of an oblique structure via penalized likelihood factor analysisRates of Molecular Evolution Suggest Natural History of Life History Traits and a Post-K-Pg Nocturnal Bottleneck of PlacentalsImproved adaptive sparse channel estimation using mixed square/fourth error criterionOptimizing spatial patterns with sparse filter bands for motor-imagery based brain–computer interfaceAn unbiased data-driven age-related structural brain parcellation for the identification of intrinsic brain volume changes over the adult lifespanRepresentative Selection with Structured SparsityDynamics of clonal evolution in myelodysplastic syndromesVariable selection for modeling the absolute magnitude at maximum of Type Ia supernovaeSelection of tuning parameters in bridge regression models via Bayesian information criterionLeader selection via LASSO for formation control of time-delayed multi-agent systemsUsing financial risk measures for analyzing generalization performance of machine learning modelsSeeing liquids from visual motionCombined Automated Reaction Pathway Searches and Sparse Modeling Analysis for Catalytic Properties of Lowest Energy Twins of Cu<sub>13</sub>Partially linear estimation using sufficient dimension reductionRobust sparse regression and tuning parameter selection via the efficient bootstrap information criteriaUnit root test for short panels with serially correlated errorsThe Frisch–Waugh–Lovell theorem for the lasso and the ridge regressionSeismic wavefield imaging based on the replica exchange Monte Carlo methodNNRMLR: A Combined Method of Nearest Neighbor Regression and Multiple Linear RegressionSemantic representation in the cerebral cortex with sparse codingBoosted Network Classifiers for Local Feature SelectionRecovering Inner Slices of Layered Translucent Objects by Multi-Frequency IlluminationExploiting Sparsity in Tight-Dimensional Spaces for Piecewise Continuous Signal RecoveryAesthetic Rating and Color Suggestion for Color PalettesEfficient Generalized Fused Lasso and Its ApplicationsMultiple Suboptimal Solutions for Prediction Rules in Gene Expression DataRelationship Between the Shift of the Retinal Artery Associated With Myopia and Ocular Response Analyzer Waveform ParametersNonparametric independence screening and structure identification for ultra-high dimensional longitudinal dataMapping of Genetic Factors That Elicit Intermale Aggressive Behavior on Mouse Chromosome 15: Intruder Effects and the Complex Genetic BasisA New Method for Specifying the Tuning Parameter of ℓ<sub>1</sub> Trend FilteringGeneralized Least Squares Model AveragingRobust Relative Error EstimationDirect Divergence Approximation between Probability Distributions and Its Applications in Machine LearningRestored interlaced volumetric imaging increases image quality and scanning speed during intravital imaging in living miceDecomposing motion that changes over time into task-relevant and task-irrelevant components in a data-driven manner: application to motor adaptation in whole-body movementsNew algorithm using L1 regularization for measuring electron energy spectraMinimum Description Length Principle in Supervised Learning With Application to LassoEffect of Different Direct Compaction Grades of Mannitol on the Storage Stability of Tablet Properties Investigated Using a Kohonen Self-Organizing Map and Elastic Net Regression ModelAn alternating direction method of multipliers with the BFGS update for structured convex quadratic optimizationRobust Bayesian Regression with Synthetic Posterior DistributionsInformation retrieval for Northern Sea Route (NSR) navigation: A statistical approach using the AIS and TOPAZ4 dataOptimized Prediction of Fluency of L2 English Based on Interpretable Network Using Quantity of Phonation and Quality of PronunciationIndependently Interpretable Lasso for Generalized Linear ModelsSparse modeling approach to obtaining the shear viscosity from smeared correlation functionsDiscriminant Analysis via Smoothly Varying RegularizationGaussian Process Regression With Interpretable Sample-Wise Feature WeightsA Generalized Moreau Enhancement of $\ell_{2,1}$ -norm and Its Application to Group Sparse ClassificationMagnetic inversion to recover the subsurface block structures based on<i>L</i>1 norm and total variation regularizationMachine Learning-Based Diagnosis in Laser Resonance Frequency Analysis for Implant Stability of Orthopedic Pedicle ScrewsVariable Fusion for Bayesian Linear Regression via Spike-and-slab PriorsAn analysis of hot‐started ADMM for linear MPCSeasonal Sleep Variations and Their Association With Meteorological Factors: A Japanese Population Study Using Large-Scale Body Acceleration DataA Machine Learning-Based Screening Test for Sarcopenic Dysphagia Using Image RecognitionBayesian Lasso with Effect Heredity PrincipleFeature selection for RNA cleavage efficiency at specific sites using the LASSO regression model in Arabidopsis thalianaPrincipal component analysis of texture features for grading of meningioma: not effective from the peritumoral area but effective from the tumor areaA Unified Class of DC-type Convexity-Preserving Regularizers for Improved Sparse RegularizationDistribution-Adapted Model for Helpful Vote PredictionState-dependent auditory-reward network connectivity predicts degree of pleasure to musicExcited States of Metal-Adsorbed Dimethyl Disulfide: A TDDFT Study with Cluster ModelVariable selection via the weighted group lasso for factor analysis modelsDetecting genetic association through shortest paths in a bidirected graphRegularized regression analysis of digitized molecular structures in organic reactions for quantification of steric effectsSparse estimation via nonconcave penalized likelihood in factor analysis modelSparse regression for selecting fluorescence wavelengths for accurate prediction of food propertiesOutlier detection at the transcriptome-proteome interfaceSurvey of period variations of superhumps in SU UMa-type dwarf novae. V. The fifth year (2012–2013)Super-resolution imaging with radio interferometry using sparse modelingDevice-Free Localization via Dictionary Learning with Difference of Convex ProgrammingSparse Bayesian Classification of EEG for Brain–Computer InterfaceImproved least mean square algorithm with application to adaptive sparse channel estimationGeodetic inversion for spatial distribution of slip under smoothness, discontinuity, and sparsity constraintsSuperresolution Full-polarimetric Imaging for Radio Interferometry with Sparse ModelingSub-Nyquist rate ADC sampling-based compressive channel estimationLinear programming approach to design of spatial link mechanism with partially rigid jointsTwo pairs of families of polyhedral norms versus $$\ell _p$$ ℓ p -norms: proximity and applications in optimizationSimultaneous pursuit of out-of-sample performance and sparsity in index tracking portfoliosAIC for the non-concave penalized likelihood methodHigh-dimensional penalty selection via minimum description length principleEdge selection based on the geometry of dually flat spaces for Gaussian graphical modelsAccelerated proximal gradient method for elastoplastic analysis with von Mises yield criterionImproving conditional random field model for prediction of protein‐RNA residue‐base contactsSparse principal component regression with adaptive loadingVariable selection in Cox regression models with varying coefficientsDouble sparsity for multi-frame super resolutionDerivation of a mathematical expression for predicting the time to cardiac events in patients with heart failure: a retrospective clinical studyImmunophenotyping of rheumatoid arthritis reveals a linkage between HLA-DRB1 genotype, CXCR4 expression on memory CD4+ T cells and disease activityPMSE dominance of the positive-part shrinkage estimator in a regression model with proxy variablesCross validation in LASSO and its accelerationApproximate message passing for nonconvex sparse regularization with stability and asymptotic analysisImaging black holes with sparse modelingSparse Modeling for Astronomical Data AnalysisGene set differential analysis of time course expression profiles via sparse estimation in functional logistic model with application to time-dependent biomarker detectionAnalysis of a Kepler Light Curve of the Novalike Cataclysmic Variable KIC 8751494Study of negative and positive superhumps in ER Ursae MajorisPRECL: A new method for interferometry imaging from closure phasePrediction Model of In-Hospital Mortality After Hip Fracture SurgeryFrequency-domain blind speech separation using incomplete de-mixing transformCan Critical-Point Paths Under ${\ell}_{{p}}$ -Regularization $(0<p<1)$ Reach the Sparsest Least Squares Solutions?Trainable ISTA for Sparse Signal RecoveryGeneralized<i>T</i>-Statistic for Two-Group ClassificationGeneric and Specific Impressions Estimation and Their Application to KANSEI-Based Clothing Fabric Image RetrievalUltrahigh-dimensional variable selection method for whole-genome gene-gene interaction analysisBayesian Mixture Models for Assessment of Gene Differential Behaviour and Prediction of pCR through the Integration of Copy Number and Gene Expression DataPrediction of pneumonia hospitalization in adults using health checkup dataSelecting the tuning parameter of the ℓ1 trend filterAn explicit formula for the smoother weights of the Hodrick–Prescott filterRobust and Sparse Regression via γ-DivergenceDevelopment of Shoreline Extraction Method Based on Spatial Pattern Analysis of Satellite SAR ImagesA dose-finding approach for genomic patterns in phase I trialsGlobal Mapping of an Exo-Earth Using Sparse ModelingClustering Meets Feature ExtractionRegularization Methods Based on the Lq-Likelihood for Linear Models with Heavy-Tailed ErrorsOnline Regularization of Complex-Valued Neural Networks for Structure Optimization in Wireless-Communication Channel PredictionHolonomic extended least angle regressionGeneralizable brain network markers of major depressive disorder across multiple imaging sitesComputing Valid P-Values for Image Segmentation by Selective InferenceDeepFeature: feature selection in nonimage data using convolutional neural networkDissociable Behavioral and Neural Correlates for Target-Changing and Conforming Behaviors in Interpersonal AggressionCommon Brain Networks Between Major Depressive-Disorder Diagnosis and Symptoms of Depression That Are Validated for Independent CohortsEvidence for a deep, distributed and dynamic code for animacy in human ventral anterior temporal cortexCoordinate Descent Algorithm for Normal-Likelihood-Based Group Lasso in Multivariate Linear RegressionClaustrum mediates bidirectional and reversible control of stress-induced anxiety responsesSparse control for continuous‐time systemsGenotype-Guided Radiomics Signatures for Recurrence Prediction of Non-Small Cell Lung CancerSoil Stratification and Spatial Variability Estimated Using Sparse Modeling and Gaussian Random Field TheoryDesign and Analysis of Metal Oxides for CO<sub>2</sub> Reduction Using Machine Learning, Transfer Learning, and Bayesian OptimizationHigh‐dimensional sparse multivariate stochastic volatility modelsData‐driven control by using data‐driven prediction and LASSO for FIR typed inverse controllerCoordinate descent algorithm of generalized fused Lasso logistic regression for multivariate trend filteringTutorial: Systematic development of polynomial machine learning potentials for elemental and alloy systemsSparse inference of structural equation modeling with latent variables for diffusion processesFlow-Path Fitting from Images with Fourier Basis for River Health AssessmentExtraction of Continuous and Discrete Spatial Heterogeneities: Fusion Model of Spatially Varying Coefficient Model and Sparse ModellingMachine-Learning- and Knowledge-Based Scoring Functions Incorporating Ligand and Protein FingerprintsFeature selection: Key to enhance node classification with graph neural networksSparse Identification of Variable Star DynamicsImprovement on LASSO-type estimator in nonparametric regressionExtracting the geochemical characteristics of magmas in different global tectono-magmatic settings using sparse modelingApproximate Gibbs sampler for Bayesian Huberized lassoApplication of machine learning techniques in population pharmacokinetics/pharmacodynamics modelingUsing the ensemble Kalman filter for electricity load forecasting and analysisDetecting the relevance to performance of whole-body movementsDevelopment of a screening tool to predict malnutrition among children under two years old in ZambiaThree levels of data-driven sciencePrediction model of band gap for inorganic compounds by combination of density functional theory calculations and machine learning techniques<inline-formula> <tex-math notation="LaTeX">$\ell _{p}$ </tex-math></inline-formula>-Regularized Least Squares <inline-formula> <tex-math notation="LaTeX">$(0<p<1)$ </tex-math></inline-formula> and Critical PathA BETWEEN-CLASS OVERLAPPING FILTER-BASED METHOD FOR TRANSCRIPTOME DATA ANALYSISAIC for the Lasso in generalized linear modelsLabel-Free Morphology-Based Prediction of Multiple Differentiation Potentials of Human Mesenchymal Stem Cells for Early Evaluation of Intact CellsImaging the Schwarzschild-radius-scale Structure of M87 with the Event Horizon Telescope Using Sparse ModelingDerivation of QUBO Formulations for Sparse EstimationCVaR Minimizations in Support Vector MachinesExploring the areas of applicability of whole-genome prediction methods for Asian rice (Oryza sativa L.)Two stage smoothing in additive models with missing covariatesDC formulations and algorithms for sparse optimization problemsPermissible boundary prior function as a virtually proper prior densityLearning sparse structural changes in high-dimensional Markov networksNonlinear regression method with variable region selection and application to soft sensorsVariable and boundary selection for functional data via multiclass logistic regression modelingMixed integer second-order cone programming formulations for variable selection in linear regressionAn empirical solution for over-pruning with a novel ensemble-learning method for fMRI decodingAn efficient sampling algorithm with adaptations for Bayesian variable selectionSegregation of a QTL cluster for home-cage activity using a new mapping method based on regression analysis of congenic mouse strainsForward Variable Selection for Sparse Ultra-High Dimensional Varying Coefficient ModelsValid Post-Selection Inference in High-Dimensional Approximately Sparse Quantile Regression ModelsZigBee based wireless indoor localization with sensor placement optimization towards practical home sensing*Generalized Least Squares Model AveragingEstimating the trend in US real GDP using the<i>ℓ</i><sub>1</sub>trend filteringEvaluation of generalized degrees of freedom for sparse estimation by replica methodEstimator of prediction error based on approximate message passing for penalized linear regressionReconstruction algorithm in compressed sensing based on maximum a posteriori estimationRZ Leonis Minoris bridging between ER Ursae Majoris-type dwarf nova and nova-like systemChannel selection for brain signal classification by penalized automatic relevance determinationEigenvector Spatial Filtering for Large Data Sets: Fixed and Random Effects ApproachesAge estimation based on visual parameters of the skin of cadaversA Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal OperatorsVariable-step-size based sparse adaptive filtering algorithm for channel estimation in broadband wireless communication systemsAutomatic grouping using smooth-threshold estimating equationsParallel Representation of Value-Based and Finite State-Based Strategies in the Ventral and Dorsal StriatumThe Construction of Risk Prediction Models Using GWAS Data and Its Application to a Type 2 Diabetes Prospective CohortPredicting the Phenotypic Values of Physiological Traits Using SNP Genotype and Gene Expression Data in MiceSome Results on ℓ1 Polynomial Trend FilteringSuperresolution Interferometric Imaging with Sparse Modeling Using Total Squared Variation: Application to Imaging the Black Hole ShadowWhat composes desirable formal at-home elder care? An analysis for multiple service combinationsNormal mode analysis of a relaxation process with Bayesian inferenceLinearly involved generalized Moreau enhanced models and their proximal splitting algorithm under overall convexity conditionFeature Extractions from a High-dimension Low-samples Data for Multi-dimension Virtual MetrologyEvent Effects Estimation on Electricity Demand ForecastingAsymptotic Performance of Discrete-Valued Vector Reconstruction via Box-Constrained Optimization With Sum of $\ell _{1}$ RegularizersControllability maximization of large-scale systems using projected gradient methodComparing methods for estimating patient‐specific treatment effects in individual patient data meta‐analysisEquivalence between adaptive Lasso and generalized ridge estimators in linear regression with orthogonal explanatory variables after optimizing regularization parametersGlobal Within-Season Yield Anomaly Prediction for Major Crops Derived Using Seasonal Forecasts of Large-Scale Climate Indices and Regional Temperature and PrecipitationSemi-analytic approximate stability selection for correlated data in generalized linear modelsMolecular Field Analysis Using Computational-Screening Data in Asymmetric <i>N</i>-Heterocyclic Carbene-Copper Catalysis toward Data-Driven <i>In Silico</i> Catalyst OptimizationHigh-Throughput Evaluation of Discharge Profiles of Nickel Substitution in LiNiO<sub>2</sub> by <i>Ab Initio</i> CalculationsDimensional distribution of cortical abnormality across antipsychotics treatment-resistant and responsive schizophreniaEstimation of Sparsity-Induced Weak Factor ModelsA bank-account-information-based credit scoring method with Bayesian hierarchical modelingBayesian sparse modeling of extended x-ray absorption fine structure to determine interstitial oxygen positions in yttrium oxyhydride epitaxial thin filmConfidence intervals of prediction accuracy measures for multivariable prediction models based on the bootstrap‐based optimism correction methodsSparse Nonnegative Interaction ModelsChebyshev Periodical Successive Over-Relaxation for Accelerating Fixed-Point IterationsRidge parameters optimization based on minimizing model selection criterion in multivariate generalized ridge regressionNetwork Analysis-Based Disentanglement of the Symptom Heterogeneity in Asian Patients with Schizophrenia: Findings from the Research on Asian Psychotropic Prescription Patterns for AntipsychoticsBlock-Sparse Recovery With Optimal Block PartitionData-Driven Geothermal Reservoir Modeling: Estimating Permeability Distributions by Machine LearningAssessment of Greenhouse Tomato Anthesis Rate Through Metabolomics Using LASSO Regularized Linear Regression ModelData-driven optimal sensor placement for high-dimensional system using annealing machineOptimal Channels and Features Selection Based ADHD Detection From EEG Signal Using Statistical and Machine Learning TechniquesManifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image PriorTranscriptome dynamics of rice <i>in natura</i>: Response of above and below ground organs to microclimateChemical Structure Evaluations of Amine Hardeners to Ensure and Predict the Performance of Wet Adhesion of EpoxiesA real-time identification method of network structure in complex network systemsNeurotypicals with higher autistic traits have delayed visual processing of an approaching life-sized avatar’s gait: an event-related potentials studySparse Stable Outlier-Robust Signal Recovery Under Gaussian NoiseComputational broadband imaging with laser-driven sequential light source arrays on a water filmVariable selection through adaptive elastic net for proportional odds modelImprovement of System Identification of Stochastic Systems via Koopman Generator and Locally Weighted ExpectationLag weighted lasso for time series modelImproved GMM estimation of panel VAR modelsLong-Term Industrial Applications of Inferential Control Based on Just-In-Time Soft-Sensors: Economical Impact and ChallengesLandscape of genetic lesions in 944 patients with myelodysplastic syndromesCombinatory use of distinct single-cell RNA-seq analytical platforms reveals the heterogeneous transcriptome responseSparse representation for a potential energy surfaceQuartic Anharmonicity of Rattlers and Its Effect on Lattice Thermal Conductivity of Clathrates from First PrinciplesAberrant cortical excitability reflects the loss of hand dexterity in musician's dystoniaRadial Basis Function-Sparse Partial Least Squares for Application to Brain Imaging DataPhase retrieval from single biomolecule diffraction patternRobust Prediction of Anti-Cancer Drug Sensitivity and Sensitivity-Specific BiomarkerMultilinear and nonlinear generalizations of partial least squares: an overview of recent advancesVariable selection for varying-coefficient models with the sparse regularizationJapan’s output gap estimation and ℓ 1 trend filteringMeasuring the US NAIRU as a step functionA fast first-order optimization approach to elastoplastic analysis of skeletal structuresGraphical tool of sparse factor analysisInput variable scaling for statistical modelingRobust sparse Gaussian graphical modelingSparse Bayesian linear regression with latent masking variablesLearning a common substructure of multiple graphical Gaussian modelsQuantifying Hole Transfer Yield from Perovskite to Polymer Layer: Statistical Correlation of Solar Cell Outputs with Kinetic and Energetic PropertiesData mining for materials design: A computational study of single molecule magnetES-DoS: Exhaustive search and density-of-states estimation as a general framework for sparse variable selectionData-driven diagnosis for compressed sensing algorithmsGradual Development of Visual Texture-Selective Properties Between Macaque Areas V2 and V4Sampling approach to sparse approximation problem: Determining degrees of freedom by simulated annealingSpatially Arranged Sparse Recurrent Neural Networks for Energy Efficient Associative MemoryHigher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression MethodAGGREGATION OF SPARSE LINEAR DISCRIMINANT ANALYSES FOR EVENT-RELATED POTENTIAL CLASSIFICATION IN BRAIN-COMPUTER INTERFACEHigh Quality Topic Extraction from Business News Explains Abnormal Financial Market VolatilityRevealing the Intricate Effect of Collaboration on InnovationA Ranking Approach to Genomic SelectionOn the Convergence Rate of the SCAD-Penalized Empirical Likelihood EstimatorApparent microRNA-Target-specific Histone Modification in Mammalian SpermatogenesisAdaptive Mining and Model Building of Medicinal Chemistry Data with a Multi-Metric PerspectiveAnalyzing order flows in limit order books with ratios of Cox-type intensitiesSOFAR: Large-Scale Association Network LearningIndustrial Case Study: Identification of Important Substructures and Exploration of Monomers for the Rapid Design of Novel Network Polymers with Distributed RepresentationQuantile function regression and variable selection for sparse modelsNested model averaging on solution path for high‐dimensional linear regressionSynergy of Binary Substitutions for Improving the Cycle Performance in LiNiO<sub>2</sub> Revealed by Ab Initio Materials InformaticsALDH2 p.E504K Variation and Sex Are Major Factors Associated with Current and Quitting Alcohol Drinking in Japanese Oldest OldCoordinate optimization for generalized fused LassoA Linearly Involved Generalized Moreau Enhancement of ℓ2,1-Norm with Application to Weighted Group Sparse ClassificationSparse multivariate regression with missing values and its application to the prediction of material propertiesA MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian CancerSparse optimization of mutual synchronization in collectively oscillating networksA Method for Molecular Design Based on Linear Regression and Integer ProgrammingMachine learning and the James–Stein estimatorPoint Event Cluster Detection via the Bayesian Generalized Fused LassoDirect Prediction of Physicochemical Properties and Toxicities of Chemicals from Analytical Descriptors by GC–MSImpact of gut microbiome on dyslipidemia in japanese adults: Assessment of the Shika-machi super preventive health examination results for causal inferenceDC-LiGME: An Efficient Algorithm for Improved Convex Sparse RegularizationGlobal Mapping of Surface Composition on an Exo-Earth Using Sparse ModelingEstimation and visualization of heterogeneous treatment effects for multiple outcomesCorrelation of CT-based radiomics analysis with pathological cellular infiltration in fibrosing interstitial lung diseasesAppropriate Basis Selection Based on Bayesian Inference for Analyzing Measured Data Reflecting Photoelectron Wave InterferenceEfficient screening of predictive biomarkers for individual treatment selectionRobust and sparse regression in generalized linear model by stochastic optimizationIPAD: Stable Interpretable Forecasting with Knockoffs InferenceLearning on Hypergraphs with SparsityEstimating individual treatment effects by gradient boosting treesThe orphan impact: HIV-AIDS and student test scores from sub-Saharan AfricaSparse discriminant analysis based on estimation of posterior probabilitiesData-driven approach for noise reduction in pressure-sensitive paint data based on modal expansion and time-series data at optimally placed pointsModel-Based Compressive Channel Estimation over Rapidly Time-Varying Channels in OFDM SystemsLeast Absolute Policy Iteration-A Robust Approach to Value Function ApproximationFast Iterative Mining Using Sparsity-Inducing Loss FunctionsAn Automated Segmentation Algorithm for CT Volumes of Livers with Atypical Shapes and Large Pathological LesionsSPARSE REGULARIZATION FOR BI-LEVEL VARIABLE SELECTIONSPARSE PREDICTIVE MODELING FOR BANK TELEMARKETING SUCCESS USING SMOOTH-THRESHOLD ESTIMATING EQUATIONSGARROTE TREES AS TREE STRUCTURED REGRESSION ANALYSIS<b>A RESTRAINED CONDITION NUMBER LEAST SQUARES TECHNIQUE WITH ITS APPLICATIONS TO AVOIDING </b><b>RANK DEFICIENCY</b>生存時間研究におけるルール・アンサンブル法の開発格付・財務情報を用いた金利・リスクプレミアム期間構造の推定エンコーディングモデルを用いた視覚情報処理研究:情報表現,予測,デコーディングデータセンタにおける省電力空調制御のための学習・最適化モデルMultistream sparse representation features for noise robust audio-visual speech recognitionGenetic Algorithm-based WaveLength SelectionとSupport Vector Regressionを組み合わせた変数領域選択手法の開発Sparse signal recovery with OMP algorithm using sensing measurement matrixAn Estimation Procedure for Contingency Table Models Based on Nested Geometry2値応答に対する縮小推定型ブースティング樹木の開発圧縮センシングの数理Toxicogenomic prediction with group sparse regularization based on transcription factor network informationCompressive Sampling for Remote Control SystemsCross Low-Dimension Pursuit for Sparse Signal Recovery from Incomplete Measurements Based on Permuted Block Diagonal Matrix振動スペクトルに基づいた立木材質の非破壊推定5. スパースモデリングによる赤潮の発生予測マテリアルズ・インフォマティクスによる分子電気伝導シミュレーション解析の試み超スマート社会を支える分散スパースモデリングOptimal Design of Adaptive Intra Predictors Based on Sparsity Constraintスパースモデリングによる断層すべり量の津波インバージョンSparse Group Lassoのための高速なBlock Coordinate DescentSparse Regression Model-Based Relearning Architecture for Shortening Learning Time in Traffic PredictionAn empirical evaluation of machine learning performance in corporate sales growth predictionスパース非負値行列因子分解を用いたCOVID-19流行期の県間旅行行動の変容分析Constructing Regression Models with High Prediction Accuracy and Interpretability Based on Decision Tree and Random ForestsAppropriate Evaluation Measurements for Regression Models1.圧縮センシングの基礎とその無線通信応用S100A9 and SOCS3 as diagnostic biomarkers of acute myocardial infarction and their association with immune infiltrationProximal Decoding for LDPC Codesデータ駆動予測とLASSOを用いたFIR型制御器逆システムのデータ駆動制御磁界測定によるPEFC発電性能の非接触診断法に関する研究(スパースモデリングを用いたアプローチ)少量のデータに対する機械学習High-Precision Prediction of Thermal Conductivity of Metals by Molecular Dynamics Simulation in Combination with Machine Learning ApproachMulti-exponential Inversion of the Relaxometry Data of Low-field Nuclear Magnetic Resonance for Cement-based MaterialsLASSOに基づくスパースIIRフィルタの設計Applicable Machine Learning Model for Predicting Contrast-induced Nephropathy Based on Pre-catheterization VariablesMachine Learning-Based Assessment of the Seismic Performance of Geotechnical SystemsBeyond Macrostructure: Is There a Role for Radiomics Analysis in Neuroimaging ?BEST SUBSET SELECTION FOR ELIMINATING MULTICOLLINEARITY首都圏地震観測網(MeSO-net)地震計の設置方位の検証A user׳s guide to compressed sensing for communications systemsAutomatic Clustering Collaborative Compressed Spectrum Sensing in Wide-Band Heterogeneous Cognitive Radio NetworksPSD Map Construction Scheme Based on Compressive Sensing in Cognitive Radio NetworksRecent Advances and Trends in Large-Scale Kernel MethodsFeature Selection via <i>l</i><sub>1</sub>-Penalized Squared-Loss Mutual InformationA Sparse Modeling Method Based on Reduction of Cost Function in Regularized Forward SelectionA Scaling and Non-Negative Garrote in Soft-ThresholdingExploration into Single Image Super-Resolution via Self Similarity by Sparse RepresentationPREDICTIVE MODEL SELECTION CRITERIA FOR BAYESIAN LASSO REGRESSIONADHERENTLY PENALIZED LINEAR DISCRIMINANT ANALYSISPREDICTIVE ESTIMATION OF A COVARIANCE MATRIX AND ITS STRUCTURAL PARAMETERSモデル平均化法によるBayesian lasso 回帰モデリングPenalized Maximum Likelihood Boosting with Predictive MeasuresElastic Net罰則によるルール・アンサンブル法とその応用全身運動におけるパフォーマンスに関連した運動要素の同定<b>電子カルテデータベースからの LASSO ロジスティック回帰による医薬品副作用シグナルの検出: ケース・コントロール研</b><b>究 </b>Virtual Sensing Technology in Process Industries: Trends and Challenges Revealed by Recent Industrial Applications高次交互作用モデリングのための機械学習アルゴリズム相互情報量を用いた機械学習とそのロボティクスへの応用投票型回帰モデルによる要約の自動評価法因子化漸近ベイズ推論による区分疎線形判別MODIFIED RULE ENSEMBLE METHOD FOR BINARY DATA AND ITS APPLICATIONS波長領域選択手法を応用したソフトセンサー手法の開発The Dantzig Selector for Diffusion Processes with Covariates看護師に対する緩和ケアのアンケート調査データのルール・アンサンブル法による分析信号処理・最適化・逆問題Toxicogenomic prediction with graph-based structured regularization on transcription factor networkSelection of active effects based on a ridge regression in supersaturated response surface designsStudy of model evaluation method and of selection method of tuning parameter in LassoCompressive Sensing of Audio Signal via Structured Shrinkage OperatorsCollaborative Spectrum Sensing via L1/2 RegularizationFacial Image Super-Resolution Reconstruction Based on Separated Frequency Components群論的スペクトル解析と人口分布の階層性L₁-Norm Least Squares Support Vector Regression via the Alternating Direction Method of MultipliersEmpirical Bayes Estimation for <i>L</i><sub>1</sub> Regularization: A Detailed Analysis in the One-Parameter Lasso Modelスパースモデリングを用いた形状影響係数の決定法Feature Subset Selection for Ordered Logit Model via Tangent-Plane-Based ApproximationTSUNAMI INVERSION OF FAULT DISPLACEMENTS BASED ON SPARSE MODELINGSurface Adsorption Model Calculation Database and Its Application to Activity Prediction of Heterogeneous CatalystsRidge-Adding Homotopy Approach for <i>l</i><sub>1</sub>-norm Minimization ProblemsStochastic Discrete First-Order Algorithm for Feature Subset Selection不動産データベースの外観画像と属性情報を用いた建物構造・築年代推定モデルスパース推定法と階層ベイズ推定法による環境水中ウイルス自然死滅モデルの構築MHD Equilibrium Reconstruction Using the Visible Light Tomographic Method with Laplacian Eigenfunction全車両軌跡データとスパースモデリングによる区間別Fundamental Diagramの推定Association between Intrauterine Microbiome and Risk of Intrauterine Growth Restriction: A Case-Control Study Based on Guangxi Zhuang Birth Cohort in ChinaBridging between Soft and Hard Thresholding by Scalingプライバシー保護を考慮した秘匿化領域におけるスパースデータモデリングEstimation of condition-dependent dispersal kernel with simple Bayesian regression analysisスパース部分的最小二乗回帰による因果媒介分析化学物質の複合曝露による健康影響の新しい評価方法とその課題トポロジー導関数を用いた定量的非破壊評価のための LASSO によるクラック決定欠測対応スパースモデリングを用いた水位推論と欠測処理の評価Sparse Time-Varying Complex AR (TV-CAR) Speech Analysis Based on Adaptive LASSOWine Evaluation Modeling Based on Lasso and Support Vector RegressionToward Uncertainty Quantification in Satellite Thermal Design機械学習による不適切回答者の予測新潟沿岸における放流サザエの移動と環境特性の関係Automation of Foci-Cell-State Judgement with Regression ModelsEnd-point Temperature Preset of Molten Steel in the Final Refining Unit Based on an Integration of Deep Neural Network and Multi-process Operation Simulationマルチソースアクセスログ分析によるボット検知手法の提案スパースモデリングを活用した走査トンネル顕微鏡像解析ヒルベルトシュミット独立基準ラッソと多重長短期記憶による多電極インピーダンス・ボイド率推定法重回帰分析による金属硫化物系CO<sub>2</sub>還元電極触媒の設計指針の提示Mortality Prediction of COVID-19 in Hospitalized Patients Using the 2020 Diagnosis Procedure Combination Administrative Database of Japan下水処理放流水の衛生学的安全管理のための環境予測微生物学的アプローチによるウイルス塩素消毒モデリングThe T-method with the application of sparse modelingBlind Noisy Image Quality Assessment Using Spatial, Frequency and Wavelet Statistical FeaturesA Model for Predicting the Physiological and Psychological State of Eating Based on Sensory Evaluation圧電薄膜匂いセンサを用いた室内緑化空間の空気質ダイナミクス計測LASSOに基づくデータ駆動型スパースGMDH-PID制御系の設計Retraction:Reliability assurance in early-life-failure test through improved nearest neighbor regressionコヒーレント回折イメージングにおけるスパース位相回復アルゴリズムスパース・モデリングを用いた広域X線吸収微細構造の解析スパース正準判別分析に基づく万葉短歌の作者の分類とその特徴付け深層展開に基づく信号処理アルゴリズムの設計Link Prediction Using Higher-Order Feature Combinations across Objects東京都区部の賃貸マンション市場の地理的分割の実態把握 -スパースモデリングによるアプローチ-Fused lassoによる物理検層データの地盤構造モデル化X線光電子分光における時空間計測/解析技術の開発~NAP-HARPESから4D-XPSへ~位相幾何的データ分析によるブロックコポリマー準安定構造の自由エネルギー推定データサイエンスに基づく鉄鋼プロセス設備のレベル別異常予兆検知技術Predictors of Seizure Outcome after Repeat Pediatric Epilepsy Surgery: Reasons for Failure, Sex, Electrophysiology, and Temporal Lobe Surgery消費者の味覚意識と嗜好性評価の関係に関する分析Network structure identification via Koopman analysis and sparse identification位相的データ分析法による材料構造形成過程の分析OPTIMAL AIR CONDITIONER CONFIGURATION USING SPARSE ESTIMATION AND EXTREME STATISTICS物理モデリングとシステム同定の融合による過給ガソリンエンジンの制御指向モデリングBSOを用いた学習によるLASSO-GRBFNの電力価格予測法Lasso回帰を用いた看護師の臨床判断モデリングとアセスメント項目の削減機械学習の概要と材料工学への応用例(前編)A Unified Design of Generalized Moreau Enhancement Matrix for Sparsity Aware LiGME ModelsSparse Reconstruction and Resolution Improvement of Synthetic Aperture Radar with Low Computational Complexity Using Deconvolution ISTAAutomated machine learning-based model for the prediction of pedicle screw loosening after degenerative lumbar fusion surgeryAn Acceleration Method of Sparse Diffusion LMS based on Message PropagationFR-MTL: Traffic Flow Prediction Using Fused Ridge Denoising and Multi-Task LearningCompressed Sensing in Scanning Tunneling Microscopy/Spectroscopy for Observation of Quasi-Particle InterferenceSparse Phase Retrieval Algorithm for Observing Isolated Magnetic Skyrmions by Coherent Soft X-ray Diffraction ImagingData Analysis of Ab initio Effective Hamiltonians in Iron-Based Superconductors : Construction of Predictors for Superconducting Critical TemperatureReconstructing Sparse Signals via Greedy Monte-Carlo SearchInfluence of Averaging Preprocessing on Image Analysis with a Markov Random Field ModelMultiplication Method for Fine-Tuning Regularization Parameter of a Sparse Modeling Technique Tentatively Optimized via Cross ValidationReal-Space Analysis of Scanning Tunneling Microscopy Topography Datasets Using Sparse Modeling ApproachFirst-Principles Lattice Dynamics Method for Strongly Anharmonic CrystalsApplication of Sparse Modeling to Extended X-ray Absorption Fine Structure Spectra of Transition MetalsSparse Modeling in Quantum Many-Body Problems
- 連携機関・データベース
- 国立情報学研究所 : CiNii Research
- 提供元機関・データベース
- CrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossrefCrossref