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Estimation of prediction error by using K-fold cross-validation
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Outgoing claims: the papers this work cites, builds on, or argues with.
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The Elements of Statistical Learning
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Information Criteria and Statistical Modeling
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Bias correction of cross-validation criterion based on Kullback–Leibler information under a general condition
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Bootstrap Methods and their Application
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Linear Model Selection by Cross-Validation
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A comparative study of ordinary cross-validation, v-fold cross-validation and the repeated learning-testing methods
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Cross-Validatory Choice and Assessment of Statistical Predictions
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Cross-Validatory Choice and Assessment of Statistical Predictions (With Discussion)
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An Asymptotic Equivalence of Choice of Model by Cross-Validation and Akaike's Criterion
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The Estimation of Prediction Error
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Consistency of cross validation for comparing regression procedures
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Asymptotic Optimality for $C_p, C_L$, Cross-Validation and Generalized Cross-Validation: Discrete Index Set
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Bootstrap Methods and Their Application
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inferred← citeshttps://doi.org/10.1007/s10554-024-03284-8openalex-snapshot
Deep learning automatically distinguishes myocarditis patients from normal subjects based on MRI
inferred← citeshttps://doi.org/10.1007/s10661-024-12794-wopenalex-snapshot
Scrutinizing different predictive modeling validation methodologies and data-partitioning strategies: new insights using groundwater modeling case study
inferred← citeshttps://doi.org/10.1007/s10706-022-02297-1openalex-snapshot
An Artificial Intelligence Based Data-Driven Method for Forecasting Unconfined Compressive Strength of Cement Stabilized Soil by Deep Mixing Technique
inferred← citeshttps://doi.org/10.1007/s10742-024-00324-7openalex-snapshot
A machine learning approach for diagnostic and prognostic predictions, key risk factors and interactions
inferred← citeshttps://doi.org/10.1007/s11004-022-10038-6openalex-snapshot
Improving Mineral Prospectivity Model Generalization: An Example from Orogenic Gold Mineralization of the Sturgeon Lake Transect, Ontario, Canada
inferred← citeshttps://doi.org/10.1007/s11030-021-10238-yopenalex-snapshot
Development and validation of consensus machine learning-based models for the prediction of novel small molecules as potential anti-tubercular agents
inferred← citeshttps://doi.org/10.1007/s11030-023-10735-2openalex-snapshot
Classification models for predicting the bioactivity of pan-TRK inhibitors and SAR analysis
inferred← citeshttps://doi.org/10.1007/s11030-026-11575-6openalex-snapshot
Exploring anti-dengue activity with atomic-weighted vectors, class balancing and machine learning
inferred← citeshttps://doi.org/10.1007/s11042-024-18511-6openalex-snapshot
IPAnalyzer: A novel Android malware detection system using ranked Intents and Permissions
inferred← citeshttps://doi.org/10.1007/s11053-020-09766-5openalex-snapshot
Estimating Ore Production in Open-pit Mines Using Various Machine Learning Algorithms Based on a Truck-Haulage System and Support of Internet of Things
inferred← citeshttps://doi.org/10.1007/s11053-021-09894-6openalex-snapshot
Gradient Boosting Decision Tree for Lithology Identification with Well Logs: A Case Study of Zhaoxian Gold Deposit, Shandong Peninsula, China
inferred← citeshttps://doi.org/10.1007/s11053-023-10292-3openalex-snapshot
A New Vector for Mapping Gold Mineralization Potential and Proposed Pathways in Highly Weathered Basement Rocks using Multispectral, Radar, and Magnetic Data in Random Forest Algorithm
inferred← citeshttps://doi.org/10.1007/s11053-025-10568-wopenalex-snapshot
Uncertainty-Aware Deep Neural Network Training for Imbalanced Geochemical Data Distributions
inferred← citeshttps://doi.org/10.1007/s11053-026-10728-6openalex-snapshot
A Physics-Data Co-Driven Approach for Blast-Induced Flyrock Control
inferred← citeshttps://doi.org/10.1007/s11063-024-11443-0openalex-snapshot
An Enhanced Extreme Learning Machine Based on Square-Root Lasso Method
inferred← citeshttps://doi.org/10.1007/s11069-025-07239-7openalex-snapshot
Slope stability analysis using a surrogate model with varying sampling precision: a case study of open-pit mine dump slopes
inferred← citeshttps://doi.org/10.1007/s11071-026-12611-8openalex-snapshot
Data-driven solitons of higher-order and higher-dimensional nonlinear wave equations using DeepONet
inferred← citeshttps://doi.org/10.1007/s11135-022-01459-wopenalex-snapshot
Towards the automated evaluation of product packaging in the Food&Beverage sector through data science/machine learning methods
inferred← citeshttps://doi.org/10.1007/s11160-015-9389-7openalex-snapshot
Pan-Atlantic distribution patterns and reproductive biology of the bigeye thresher, Alopias superciliosus
inferred← citeshttps://doi.org/10.1007/s11160-018-9543-0openalex-snapshot
Hooking mortality of swordfish in pelagic longlines: comments on the efficiency of minimum retention sizes
inferred← citeshttps://doi.org/10.1007/s11227-024-06698-2openalex-snapshot
Investigating the impact of pretraining corpora on the performance of Arabic BERT models
inferred← citeshttps://doi.org/10.1007/s11227-025-06965-wopenalex-snapshot
Cloud-based AIoT intelligent infrastructure for firefighting pump fault diagnosis-based hybrid CNN-GRU deep learning technique
inferred← citeshttps://doi.org/10.1007/s11269-022-03190-5openalex-snapshot
Long-term Precipitation Estimation Combining Time-Series Retrospective Forecasting and Downscaling-Calibration Procedure
inferred← citeshttps://doi.org/10.1007/s11440-021-01443-yopenalex-snapshot
Use of machine learning for classification of sand particles
inferred← citeshttps://doi.org/10.1007/s11440-023-01871-yopenalex-snapshot
Probabilistic machine learning approach to predict incompetent rock masses in TBM construction
inferred← citeshttps://doi.org/10.1007/s11440-023-02138-2openalex-snapshot
Efficient numerical-simulation-based slope reliability analysis considering spatial variability
inferred← citeshttps://doi.org/10.1007/s11468-024-02754-yopenalex-snapshot
Internal Sensing with Exposed Core Fiber Plasmonic Sensor and Machine-Learning Approach for RI Prediction
inferred← citeshttps://doi.org/10.1007/s11517-022-02695-wopenalex-snapshot
GeneSelectML: a comprehensive way of gene selection for RNA-Seq data via machine learning algorithms
inferred← citeshttps://doi.org/10.1007/s11571-020-09655-wopenalex-snapshot
Automated detection of schizophrenia using optimal wavelet-based $$l_1$$ norm features extracted from single-channel EEG
inferred← citeshttps://doi.org/10.1007/s11571-025-10317-yopenalex-snapshot
Motor imagery EEG classification method using 3D CNN and LSTM for rehabilitation application
inferred← citeshttps://doi.org/10.1007/s11590-022-01894-6openalex-snapshot
The leave-worst-k-out criterion for cross validation
inferred← citeshttps://doi.org/10.1007/s11629-020-6402-yopenalex-snapshot
Spatiotemporal patterns of burned areas, fire drivers, and fire probability across the equatorial Andes
inferred← citeshttps://doi.org/10.1007/s11634-024-00617-2openalex-snapshot
Classification of multivariate count data with multivariate log-linear conditional Poisson distribution
inferred← citeshttps://doi.org/10.1007/s11663-024-03191-2openalex-snapshot
Machine Learning Combining High-Temperature Experiments for the Prediction of Wetting Angle of Mold Fluxes
inferred← citeshttps://doi.org/10.1007/s11676-021-01421-wopenalex-snapshot
Machine learning-based estimates of aboveground biomass of subalpine forests using Landsat 8 OLI and Sentinel-2B images in the Jiuzhaigou National Nature Reserve, Eastern Tibet Plateau
inferred← citeshttps://doi.org/10.1007/s11682-022-00656-3openalex-snapshot
Neuroanatomical substrates of maximizing tendency in decision-making: a voxel-based morphometric study
inferred← citeshttps://doi.org/10.1007/s11694-023-01999-1openalex-snapshot
Fast recognition of the harvest period of Porphyra haitanensis based on mid-infrared spectroscopy and chemometrics
inferred← citeshttps://doi.org/10.1007/s11704-018-8094-9openalex-snapshot
iRNA-PseTNC: identification of RNA 5-methylcytosine sites using hybrid vector space of pseudo nucleotide composition
inferred← citeshttps://doi.org/10.1007/s11740-024-01295-xopenalex-snapshot
Condition monitoring of grinding wheels: Potential of internal control signals
inferred← citeshttps://doi.org/10.1007/s11760-020-01640-4openalex-snapshot
Diffuse reflectance spectroscopy in dental caries detection and classification
inferred← citeshttps://doi.org/10.1007/s11760-023-02986-1openalex-snapshot
A novel precisely designed compact convolutional EEG classifier for motor imagery classification
inferred← citeshttps://doi.org/10.1007/s11831-020-09474-6openalex-snapshot
State-of-the-Art and Comparative Review of Adaptive Sampling Methods for Kriging
inferred← citeshttps://doi.org/10.1007/s11831-021-09582-xopenalex-snapshot
Type 2 Diabetes with Artificial Intelligence Machine Learning: Methods and Evaluation
inferred← citeshttps://doi.org/10.1007/s11831-025-10273-0openalex-snapshot
Natural Fiber Composites: A Comprehensive Review on Machine Learning Methods
inferred← citeshttps://doi.org/10.1007/s11869-021-01093-9openalex-snapshot
Estimating concentrations for particle and gases in a mechanically ventilated building in Hong Kong: multivariate method and machine learning
inferred← citeshttps://doi.org/10.1007/s11947-022-02880-7openalex-snapshot
Convolutional Neural Networks for Estimating the Ripening State of Fuji Apples Using Visible and Near-Infrared Spectroscopy
inferred← citeshttps://doi.org/10.1007/s12008-023-01453-yopenalex-snapshot
Concept and development of IoT-based e-maintenance platform for demonstrated system
inferred← citeshttps://doi.org/10.1007/s12008-024-01782-6openalex-snapshot
Development of circular economy model using Industry 4.0’s machine learning techniques to improve performance metrics of MSMEs
inferred← citeshttps://doi.org/10.1007/s12021-021-09524-9openalex-snapshot
Volume Reduction Techniques for the Classification of Independent Components of rs-fMRI Data: a Study with Convolutional Neural Networks
inferred← citeshttps://doi.org/10.1007/s12221-023-00426-yopenalex-snapshot
Predicting the Effect of Plasma Treatment on the Fading of Sulphur-Dyed Cotton Fabric Using Bayesian Regulated Neural Network (BRNN) and Gaussian Process Regression (GPR)
inferred← citeshttps://doi.org/10.1007/s12517-024-12173-2openalex-snapshot
The study of water cut in the AB reservoir unit of Zubair formation at South Rumaila oilfield, Southern Iraq using petrophysics, geostatistics, and machine learning techniques
inferred← citeshttps://doi.org/10.1007/s12530-019-09283-8openalex-snapshot
Estimates of residential building energy consumption using a multi-verse optimizer-based support vector machine with k-fold cross-validation
inferred← citeshttps://doi.org/10.1007/s12530-026-09851-9openalex-snapshot
A deterioration classification framework for insulators using metaheuristic optimization and hybrid machine learning
inferred← citeshttps://doi.org/10.1007/s12571-024-01455-yopenalex-snapshot
Global meat consumption driver analysis with machine learning methods
inferred← citeshttps://doi.org/10.1007/s12599-020-00645-0openalex-snapshot
Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction
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