An Introduction to Statistical Learning

No abstract is available for this paper.

• Publication year

  2013

• Venue

  Springer Texts in Statistics

• Publication date

  2013-06-25

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1007/978-1-4614-7138-7
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• No references are available for this paper.

• Investigating the Efficacy and Interpretability of ML Classifiers for Student Performance Prediction in the Small-Data Regime

  2026cites this paper
• Alt oder wertvoll? – Detektion von gealtertem Polyethylen mittels NIR-Hyperspektraltechnik für hochwertiges Kunststoffrecycling

  2026cites this paper
• The Role of Sleep in Mediating Mental Health Symptoms During the COVID-19 Pandemic in Children with and Without ADHD

  2026cites this paper
• Non-destructive acrylamide quantification in whole-grain bread using RGB-thermal images

  2026cites this paper
• Feature replacement and fusion enhance the accuracy of canopy spectral monitoring models for winter wheat leaf water content

  2026cites this paper
• More than three-quarters of environmental migration in Somalia is driven by water deficiency for food and livestock production

  2026cites this paper
• The hierarchy-of-effects pathways of virtual influencers in metaverse: unpacking the path to luxury brand engagement

  2026cites this paper
• Identifying Arkansas Rice Cultivars With Similar Physicochemical Attributes and Milling Performance

  2026cites this paper
• Novel insights into the spatial dynamics of english Holly (Ilex aquifolium) invasion in an urban forest ecosystem in the Pacific Northwest of the united States

  2026cites this paper
• The effect of air pollution and household environmental indicators on anemia status among under-five children in low-middle income countries: exploring potential machine learning applications on demographic and health surveys

  2026cites this paper
• Enduring the freeze: species richness, composition, and environmental correlates of wintering birds in a Southern boreal Finnish City

  2026cites this paper
• Association between birthweight discordance and extrauterine growth restriction among preterm twins: a national multi-center study in China

  2026cites this paper
• Board characteristics, ownership structure, and financial sustainability: evidence from Palestine and Jordan

  2026cites this paper
• Low-pressure storms drive nitrous oxide emissions in the Southern Ocean

  2026cites this paper
• Evaluating the effect of post-pandemic hybrid work on travel behaviour and sustainable transportation: A tour-based analysis

  2026cites this paper
• Care-Aware Decision Layer: Embedding Ethics of Care into AI-Supported Clinical Discharge Decisions

  2026cites this paper
• Integrated Assessment of Odour Emissions from a Municipal Wastewater Pumping Station Using Field Olfactometry and Chemometric Modelling

  2026cites this paper
• Methodology for Assessing whether a University Provides Students with Opportunities to Learn Data Skills*

  2026cites this paper
• Developing a learner dictionary of collocations: description and evaluation of a multi-method approach

  2026cites this paper
• Assessing the Effects of Biodiesel Production on Sustainability: A Bayesian Two‐Stage Data Envelopment Analysis Approach

  2026cites this paper
• Nesting ecology and preservation of sea turtles in the Delta do Parnaíba Environmental Protection Area, Northeast Brazil

  2026cites this paper
• Impact of Molecular Features on the Interfacial Behaviors of Fluorine-Free Firefighting Foam Surfactants.

  2026cites this paper
• Machine learning-informed vulnerability assessment of coastal erosion: A case study of the Minjiang River Estuary

  2026cites this paper
• Personalized supervised and unsupervised intracranial sleep decoding during deep brain stimulation.

  2026cites this paper
• Measuring Sexual Preference With Mouse Tracking and Machine Learning

  2026cites this paper
• Utilizing machine learning for accurate field calculation of trapezoidal cross-section ring magnet

  2026cites this paper
• Full-Field Petroleum Production Forecasting: Is Deep Learning All You Need?

  2026cites this paper
• Time-Scale-Adaptable Spectrum Sharing for Hybrid Satellite-Terrestrial Networks

  2026cites this paper
• An interpretable machine learning framework for predicting and analyzing arsenic adsorption on metal-modified biochar

  2026cites this paper
• Impact of Gender Equality and Green Finance on Green Growth: Insights From OECD Economies

  2026cites this paper
• Integrating physics and machine learning: Viscosity estimation in impure CO2 transport systems

  2026cites this paper
• Enhancing Emotional Congruence in Sensory Substitution

  2026cites this paper
• Data-driven framework for evaluation of building seismic performance: Application to reinforced concrete shear walls

  2026cites this paper
• The impact of data censorship on pre-movement time prediction in building fire evacuation: focusing on people with learning disabilities

  2026cites this paper
• Automated water demand forecasting for national-scale deployment: a prophet-based framework for Palestinian municipal water management

  2026cites this paper
• Evaluating the Drivers of Willingness to Pay for Stormwater Fees Using Machine Learning Analysis of Citizen Perceptions and Attitudes

  2026cites this paper
• Predictive modelling of threshold exceedance and airborne concentrations of Alternaria and Epicoccum spores across bioclimatic regions in Central Europe

  2026cites this paper
• Applications and Challenges of Visible-Near-Infrared and Mid-Infrared Spectroscopy in Soil Analysis: Chemometric Approaches and Data Fusion

  2026cites this paper
• Glaucoma Classification Through SSVEP-Derived ON- and OFF-Pathway Features

  2026cites this paper
• Residual temporal CNNs for emerging cyber threat detection in healthcare IoT

  2026cites this paper
• Temperature Entropies of Silicate Chain Network and their Relationships

  2026cites this paper
• Time-dependent deployment of medial prefrontal cortical representations in male mice

  2026cites this paper
• A Machine Learning Approach to Wrist Angle Estimation Under Multiple Load Conditions Using Surface EMG

  2026cites this paper
• EEG connectivity features associated with fibromyalgia revealed by machine learning

  2026cites this paper
• Spatiotemporal Variability of Rainfall‐Streamflow Dynamics in Mountainous Tropical Environments: Insights From Agricultural Catchments of Northwest Rwanda

  2026cites this paper
• Effect of cow's milk protein allergy during infancy on eating behavior at 4 years of age: A cohort study.

  2026cites this paper
• Two-step regression analysis approach to assess burn wound severity using spatial frequency domain imaging

  2026cites this paper
• Unraveling NFT Purchase Intention: The Role of Visual Attractiveness, Perceived Risk, and Enjoyment

  2026influential citation
• A Simple Hybrid Approach for Solving Set Covering Problems with Conflict Constraints

  2026cites this paper
• Machine-Learning–Derived Hydrogeochemical Facies to Support Geoelectrical Interpretation of Contaminant Plumes

  2026cites this paper
• Patterns and associations of summer thermal comfort and students’ physical activity in campus green spaces

  2026cites this paper
• Online solopreneurs’ work-life balance as a bridge between flexibility and engagement: moderating role of perceived demands

  2026cites this paper
• Influence of Stressful Events on Work Engagement of Construction Workers during Emergency Infrastructure Projects: Analysis Using Affective Events Theory and Self-Efficacy Theory

  2026cites this paper
• Spatial Cluster of Air Pollutants and Its Association with Life Expectancy, Age-Specific Mortality Risk, and Cause-Specific Mortality Rate: A County-Level Ecological Study Across the USA

  2026cites this paper
• A Review of AI Applications in Lithium-Ion Batteries: From State-of-Health Estimations to Prognostics

  2026cites this paper
• Interpretable AI Models Based on Hybrid Ensemble Learning Methods for Predicting Unconfined Compressive Strength of Cement-Stabilized Magnetite Iron Ore Tailing

  2026cites this paper
• Exploring the impact of authentic leadership on smart organizations: the moderating role of improvisational capabilities

  2026cites this paper
• Machine Learning in Ultra-High-Performance Concrete (UHPC): A Multiscale Review of Applications, Challenges, and Prospects

  2026cites this paper
• Exploring weather-disease-mustard yield relationship using predictive analytics

  2026cites this paper
• Conspiracy Beliefs and the “Us Versus Them” Mentality: Identity Threat and Attitudes Toward Ukrainian Refugees in Slovakia

  2026cites this paper
• Machine Learning May not Outperform ARMAX in Forecasting Stock Returns

  2026cites this paper
• Bayesian Network Investigation of Passengers with Disabilities’ Satisfaction with Public Bus Transportation

  2026cites this paper
• Global high-resolution forest disturbance type dataset

  2026cites this paper
• How many variables does WorldClim have, truly? Generative A.I. unravels the intrinsic dimension of bioclimatic variables

  2026cites this paper
• Automated Design of Power Module Packaging With Multiobjectives Based on Artificial Neural Network and Deep Reinforcement Learning

  2026cites this paper
• Eddy kinetic energy variability from 30 years of altimetry in the Mediterranean Sea

  2026influential citation
• Mapping seismic risk of existing highway bridges at a regional scale using Artificial Neural Networks

  2026cites this paper
• A novel multi-loading deep energy method for 3D hyperelastic problems using a separable structure

  2026cites this paper
• What triggers anger behind the wheel? An invariance study on personality traits and risky attitudes in Italian and Australian older drivers.

  2026cites this paper
• Cost–Consequence Predictive Models for Hazardous Liquid and Gas Transmission-Gathering Corroded Pipelines

  2026cites this paper
• Machine learning-enabled real-time risk prediction and mitigation in drone-based hazmat delivery

  2026cites this paper
• Artificial intelligence-based modeling for accurate leaf area estimation in olive (Olea europaea L.) cultivars

  2026cites this paper
• Discovering the Gell-Mann-Okubo Formula with Kolmogorov-Arnold Networks

  2026cites this paper
• A Unified Benchmarking Framework for Classical Machine Learning Based Heart Rate Estimation from RGB and NIR rPPG

  2026cites this paper
• MAFS: Multi-head Attention Feature Selection for High-Dimensional Data via Deep Fusion of Filter Methods

  2026cites this paper
• An Investigation of Inhibitory Control as a Mechanism Differentiating Tonic and Phasic Irritability.

  2026cites this paper
• A novel approach for earthquake spatial probability modeling by integration of geodetic strain into explainable artificial intelligence (XAI)

  2026cites this paper
• 3D Deep Learning Joint Inversion of Active Seismic Full Waveform and Passive Seismic Traveltime Data for Reservoir Imaging and Uncertainty Quantification

  2026cites this paper
• Slope stability prediction using automated ensemble learning-based models: a comprensive geotechnical study

  2026cites this paper
• Interpretable Machine Learning Framework for Predicting Spider Silk Toughness and Tensile Strength From Physicochemical and Genetic Features

  2026cites this paper
• Explaining Logistics Performance, Economic Growth, and Carbon Emissions Through Machine Learning and SHAP Interpretability

  2026cites this paper
• Traffic Data Collection and Representation as National‐Level Fundamental Diagrams for England

  2026cites this paper
• Performance of models for monitoring sustainable development goals from remote sensing: A three-level meta-regression

  2026cites this paper
• A stochastic approach to k-nearest neighbors search using a fixed radius method

  2026cites this paper
• Concrete breakout strength prediction of anchors in Steel Fiber Reinforced Concrete based on material test datasets

  2026cites this paper
• Cross-context spillover and sustainability transitions: evidence from Vietnamese returnees

  2026cites this paper
• Predicting job creation likelihood among corps members in Nigeria using linear and machine learning models

  2026cites this paper
• Influencing public acceptance of artificial intelligence (AI) in healthcare delivery

  2026cites this paper
• Non-Parametric Model for Curvature Classification of Departure Flight Trajectory Segments

  2026cites this paper
• Bodies under stress—a psychological parallel mediation model between daily LGBTQ + heterosexism and eating disorder risk

  2026cites this paper
• Short-term wind power forecasting using KNN, SVR, and linear regression with high-resolution SCADA data

  2026cites this paper
• Invasion and environmental drivers of Melanoides tuberculata (Müller, 1774) in the freshwater ecosystems of centre region, Burkina Faso

  2026cites this paper
• Oral health status and access to oral healthcare among adult refugees in Egypt: a cross-sectional study

  2026cites this paper
• Instant gratification and long-term sustainability: a gender-inclusive approach to social infrastructure in Gilgit-Baltistan road projects

  2026influential citation
• Barriers to Combating Corporate Greenwashing: Evidence from Systematic Literature Review, NCA, Econometric Models and Machine Learning

  2026cites this paper
• Comparison of Machine Learning Methods for Marker Identification in GWAS

  2026cites this paper
• Deep learning-based no-reference image quality assessment framework for Cryptosporidium spp. and Giardia spp

  2026cites this paper
• Compressive strength prediction of carbonated recycled aggregate concrete using regression based machine learning models

  2026cites this paper
• Unveiling the Impact of Nonlinear Modeling in Housing Price Prediction: An Empirical Comparative Study

  2026cites this paper
• Development of an Explainable Machine Learning Computational Model for the Prediction of Severe Complications After Orchiectomy in Stallions

  2026cites this paper