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An unsupervised learning-based generalization of Data Envelopment Analysis

Operations Research Perspectives, 2023-12, Vol.11, p.100284, Article 100284

2023

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Ranking the Importance of Variables in a Nonparametric Frontier Analysis Using Unsupervised Machine Learning Techniques

Mathematics (Basel), 2023-06, Vol.11 (11), p.2590

2023

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Hate is in the air! But where? Introducing an algorithm to detect hate speech in digital microenvironments

Crime science, 2018-12, Vol.7 (1), p.1-12, Article 15

2018

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Heuristic and Backtracking Algorithms for Improving the Performance of Efficiency Analysis Trees

IEEE access, 2021, Vol.9, p.17421-17428

2021

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How to peel a data envelopment analysis frontier: A cross-validation-based approach

The Journal of the Operational Research Society, 2023-12, Vol.ahead-of-print (ahead-of-print), p.1-15

2023

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Gradient tree boosting and the estimation of production frontiers

Expert systems with applications, 2023-03, Vol.214, p.119134, Article 119134

2023

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Measuring dynamic inefficiency through machine learning techniques

Expert systems with applications, 2023-10, Vol.228, p.120417, Article 120417

2023

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Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull

European journal of operational research, 2023-01, Vol.304 (2), p.729-744

2023

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Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees

Expert systems with applications, 2020-12, Vol.162, p.113783, Article 113783

2020

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Measuring technical efficiency for multi-input multi-output production processes through OneClass Support Vector Machines: a finite-sample study

Operational research, 2023-09, Vol.23 (3), p.47, Article 47

2023

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Estimating production functions through additive models based on regression splines

European journal of operational research, 2024-01, Vol.312 (2), p.684-699

2024

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eat: An R Package for fitting Efficiency Analysis Trees

The R journal, 2022-12, Vol.14 (3), p.249-281

2022

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The Effects of Abrupt Changing Data in CART Inference Models

Trends and Applications in Information Systems and Technologies, p.214-223

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The Estimation of Productive Efficiency Through Machine Learning Techniques: Efficiency Analysis Trees

Data-Enabled Analytics, 2021, Vol.312, p.51-92

2021

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Fear in 280 characters: A new approach for evaluation of fear over time in cyberspace 1

Crime and Fear in Public Places, 2020, Vol.1, p.326-344

1, 2020

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Endoplasmic reticulum stress and eIF2α phosphorylation: The Achilles heel of pancreatic β cells

Molecular metabolism (Germany), 2017-09, Vol.6 (9), p.1024-1039

2017

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Diabetes in Friedreich Ataxia

Journal of neurochemistry, 2013-08, Vol.126 (s1), p.94-102

2013

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Pollutant vertical mixing in the nocturnal boundary layer enhanced by density currents and low-level jets: two representative case studies

Boundary-layer meteorology, 2020-02, Vol.174 (2), p.203-230

2020

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Inflammatory stress in islet β-cells: therapeutic implications for type 2 diabetes?

Current opinion in pharmacology, 2018-12, Vol.43, p.40-45

2018

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The tRNA Epitranscriptome and Diabetes: Emergence of tRNA Hypomodifications as a Cause of Pancreatic β-Cell Failure

Endocrinology (Philadelphia), 2019-05, Vol.160 (5), p.1262-1274

2019

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A nurse‐led atrial fibrillation clinic: Impact on anticoagulation therapy and clinical outcomes

International journal of clinical practice (Esher), 2020-12, Vol.74 (12), p.e13634-n/a

2020

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Combined transcriptome and proteome profiling of the pancreatic β-cell response to palmitate unveils key pathways of β-cell lipotoxicity

BMC genomics, 2020-08, Vol.21 (1), p.590-590, Article 590

2020

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DNA methylation profiling identifies epigenetic dysregulation in pancreatic islets from type 2 diabetic patients

The EMBO journal, 2012-03, Vol.31 (6), p.1405-1426

2012

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RNA Sequencing Identifies Dysregulation of the Human Pancreatic Islet Transcriptome by the Saturated Fatty Acid Palmitate

Diabetes (New York, N.Y.), 2014-06, Vol.63 (6), p.1978-1993

2014

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An unsupervised learning-based generalization of Data Envelopment Analysis

Ranking the Importance of Variables in a Nonparametric Frontier Analysis Using Unsupervised Machine Learning Techniques

Hate is in the air! But where? Introducing an algorithm to detect hate speech in digital microenvironments

Heuristic and Backtracking Algorithms for Improving the Performance of Efficiency Analysis Trees

How to peel a data envelopment analysis frontier: A cross-validation-based approach

Gradient tree boosting and the estimation of production frontiers

Measuring dynamic inefficiency through machine learning techniques

Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull

Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees

Measuring technical efficiency for multi-input multi-output production processes through OneClass Support Vector Machines: a finite-sample study

Estimating production functions through additive models based on regression splines

eat: An R Package for fitting Efficiency Analysis Trees

The Effects of Abrupt Changing Data in CART Inference Models

The Estimation of Productive Efficiency Through Machine Learning Techniques: Efficiency Analysis Trees

Fear in 280 characters: A new approach for evaluation of fear over time in cyberspace 1

Endoplasmic reticulum stress and eIF2α phosphorylation: The Achilles heel of pancreatic β cells

Conservatively managed patients with non-ST-segment elevation acute coronary syndrome are undertreated with indicated medicines

Diabetes in Friedreich Ataxia

Pollutant vertical mixing in the nocturnal boundary layer enhanced by density currents and low-level jets: two representative case studies

Inflammatory stress in islet β-cells: therapeutic implications for type 2 diabetes?

The tRNA Epitranscriptome and Diabetes: Emergence of tRNA Hypomodifications as a Cause of Pancreatic β-Cell Failure

A nurse‐led atrial fibrillation clinic: Impact on anticoagulation therapy and clinical outcomes

Combined transcriptome and proteome profiling of the pancreatic β-cell response to palmitate unveils key pathways of β-cell lipotoxicity

DNA methylation profiling identifies epigenetic dysregulation in pancreatic islets from type 2 diabetic patients

RNA Sequencing Identifies Dysregulation of the Human Pancreatic Islet Transcriptome by the Saturated Fatty Acid Palmitate

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