July 28, 2013 article The Elements of Statistical Learning: Data Mining, Inference, and Prediction DOI: 10.1007/978-0-387-84858-7 OpenAlex Authors 0 Author list not loaded yet. Cited by 31 stored of 19,254 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II—Generalization and Overfitting 2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare 182 citations Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I—Introduction and General Principles 2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare 13 citations Dimensionality Reduction: Foundations and Applications in Clinical Neuroscience 2021 Acta neurochirurgica. Supplementum book-chapter Neuroscience Functional Brain Connectivity Studies 2 citations Introduction to Machine Learning in Neuroimaging 2021 Acta neurochirurgica. Supplementum book-chapter Neuroscience Functional Brain Connectivity Studies 2 citations Sensor-based particle mass prediction of lightweight packaging waste using machine learning algorithms 2021 Waste Management article Environmental Science Municipal Solid Waste Management cited by 3 patents 37 citations Validating biomarkers and models for epigenetic inference of alcohol consumption from blood 2021 Clinical Epigenetics article Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access 24 citations Detecting Multidimensional Pareto Fronts During the Optimization of a Return Channel Within a Centrifugal Compressor 2021 Journal of Turbomachinery article Engineering Turbomachinery Performance and Optimization 3 citations A geostatistical implicit modeling framework for uncertainty quantification of 3D geo-domain boundaries: Application to lithological domains from a porphyry copper deposit 2021 Computers & Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis 37 citations The Bradly-Terry Regression Trunk approach for modelling preference data with small trees 2021 arXiv (Cornell University) preprint Economics, Econometrics and Finance Economic and Environmental Valuation Open access 0 citations Lipoprotein(a) and Benefit of PCSK9 Inhibition in Patients With Nominally Controlled LDL Cholesterol 2021 Journal of the American College of Cardiology article Medicine Lipoproteins and Cardiovascular Health Open access 147 citations Addressing the multiplicity of solutions in optical lens design as a niching evolutionary algorithms computational challenge 2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 3 citations Common and specific determinants of 9-year depression and anxiety course-trajectories: A machine-learning investigation in the Netherlands Study of Depression and Anxiety (NESDA). 2021 Journal of Affective Disorders article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access 23 citations Exploring the fuel structure dependence of laminar burning velocity: A machine learning based group contribution approach 2021 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies 62 citations The no-free-lunch theorems of supervised learning 2021 Synthese article Computer Science Machine Learning and Algorithms Open access 93 citations The promise of machine learning in predicting treatment outcomes in psychiatry 2021 World Psychiatry article Computer Science Machine Learning in Healthcare Open access 524 citations Applying the Random Forest Algorithm to Predict Engineering Change Effort 2021 conference-paper Business, Management and Accounting Product Development and Customization 5 citations Development and Technical Validation of a Smartphone-Based Cry Detection Algorithm 2021 Frontiers in Pediatrics article Health Professions Infant Health and Development Open access 10 citations Surfacing Estimation Uncertainty in the Decay Parameters of Hawkes Processes with Exponential Kernels 2021 arXiv (Cornell University) preprint Mathematics Point processes and geometric inequalities Open access 0 citations Machine learning for automated EEG-based biomarkers of cognitive impairment during Deep Brain Stimulation screening in patients with Parkinson’s Disease 2021 Clinical Neurophysiology article Medicine Neurological disorders and treatments Open access 58 citations Predicting the 9-year course of mood and anxiety disorders with automated machine learning: A comparison between auto-sklearn, naïve Bayes classifier, and traditional logistic regression 2021 Psychiatry Research article Health Professions Artificial Intelligence in Healthcare Open access 55 citations 1–20 of 31 Page 1 / 2 Next → References 0