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Systematic benchmarking of microarray data classification: assessing the role of non-linearity and dimensionality reduction

Bioinformatics, 2004-11, Vol.20 (17), p.3185-3195

2004

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Adsorption of C2−C8 n-Alkanes in Zeolites

Journal of physical chemistry. C, 2011-02, Vol.115 (4), p.1204-1219

2011

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Candidate gene prioritization by network analysis of differential expression using machine learning approaches

BMC bioinformatics, 2010-09, Vol.11 (1), p.460-460, Article 460

2010

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Subspace identification of Hammerstein systems using least squares support vector machines

IEEE transactions on automatic control, 2005-10, Vol.50 (10), p.1509-1519

2005

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Graphical description of the action of local Clifford transformations on graph states

Physical review. A, Atomic, molecular, and optical physics, 2004-02, Vol.69 (2), Article 022316

2004

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Nonparametric Regression via StatLSSVM

Journal of statistical software, 2013-10, Vol.55 (2), p.1-21

2013

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Isobutene Protonation in H‑FAU, H‑MOR, H‑ZSM-5, and H‑ZSM-22

Journal of physical chemistry. C, 2012-08, Vol.116 (34), p.18236-18249

2012

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Normal Mode Analysis in Zeolites: Toward an Efficient Calculation of Adsorption Entropies

Journal of chemical theory and computation, 2011-04, Vol.7 (4), p.1090-1101

2011

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Evaluation of Distance Metrics and Spatial Autocorrelation in Uniform Manifold Approximation and Projection Applied to Mass Spectrometry Imaging Data

Analytical chemistry (Washington), 2019-05, Vol.91 (9), p.5706-5714

2019

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Kernel based partially linear models and nonlinear identification

IEEE transactions on automatic control, 2005-10, Vol.50 (10), p.1602-1606

2005

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Testing the functional reserve of the kidney before hematopoietic stem cell transplantation: doubt remains

Clinical kidney journal, 2023-06, Vol.16 (6), p.905-908

2023

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Increased Intra-Abdominal Pressure During Laparoscopic Pneumoperitoneum Enhances Albuminuria via Renal Venous Congestion, Illustrating Pathophysiological Aspects of High Output Preeclampsia

Journal of clinical medicine, 2020-02, Vol.9 (2), p.487

2020

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Predicting the prognosis of breast cancer by integrating clinical and microarray data with Bayesian networks

Bioinformatics, 2006-07, Vol.22 (14), p.e184-e190

2006

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Spatially aware clustering of ion images in mass spectrometry imaging data using deep learning

Analytical and bioanalytical chemistry, 2021-04, Vol.413 (10), p.2803-2819

2021

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Application of structured total least squares for system identification and model reduction

IEEE transactions on automatic control, 2005-10, Vol.50 (10), p.1490-1500

2005

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Biomarkers of endometriosis

Fertility and sterility, 2013-03, Vol.99 (4), p.1135-1145

2013

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A tutorial on support vector machine-based methods for classification problems in chemometrics

Analytica chimica acta, 2010-04, Vol.665 (2), p.129-145

2010

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Current animal models for the study of congestion in heart failure: an overview

Heart failure reviews, 2019-05, Vol.24 (3), p.387-397

2019

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Multimodal MALDI imaging mass spectrometry for improved diagnosis of melanoma

PloS one, 2024-05, Vol.19 (5), p.e0304709

2024

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Exercise intervention in hospitalized heart failure patients, with emphasis on congestion-related complications: a review

Heart failure reviews, 2020-03, Vol.25 (2), p.257-268

2020

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Gene prioritization through genomic data fusion

Nature biotechnology, 2006-05, Vol.24 (5), p.537-544

2006

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Intrinsic Gene Expression Profiles of Gliomas Are a Better Predictor of Survival than Histology

Cancer research (Chicago, Ill.), 2009-12, Vol.69 (23), p.9065-9072

2009

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New bandwidth selection criterion for Kernel PCA: approach to dimensionality reduction and classification problems

BMC bioinformatics, 2014-05, Vol.15 (1), p.137-137, Article 137

2014

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An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge

BMC medical informatics and decision making, 2021-09, Vol.21 (1), p.1-267, Article 267

2021

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Benchmarking Least Squares Support Vector Machine Classifiers

Machine learning, 2004-01, Vol.54 (1), p.5-32

2004

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Systematic benchmarking of microarray data classification: assessing the role of non-linearity and dimensionality reduction

Adsorption of C2−C8 n-Alkanes in Zeolites

Candidate gene prioritization by network analysis of differential expression using machine learning approaches

Subspace identification of Hammerstein systems using least squares support vector machines

Graphical description of the action of local Clifford transformations on graph states

Nonparametric Regression via StatLSSVM

Isobutene Protonation in H‑FAU, H‑MOR, H‑ZSM-5, and H‑ZSM-22

Normal Mode Analysis in Zeolites: Toward an Efficient Calculation of Adsorption Entropies

Evaluation of Distance Metrics and Spatial Autocorrelation in Uniform Manifold Approximation and Projection Applied to Mass Spectrometry Imaging Data

Kernel based partially linear models and nonlinear identification

Testing the functional reserve of the kidney before hematopoietic stem cell transplantation: doubt remains

Increased Intra-Abdominal Pressure During Laparoscopic Pneumoperitoneum Enhances Albuminuria via Renal Venous Congestion, Illustrating Pathophysiological Aspects of High Output Preeclampsia

Predicting the prognosis of breast cancer by integrating clinical and microarray data with Bayesian networks

Spatially aware clustering of ion images in mass spectrometry imaging data using deep learning

Application of structured total least squares for system identification and model reduction

Biomarkers of endometriosis

A tutorial on support vector machine-based methods for classification problems in chemometrics

Current animal models for the study of congestion in heart failure: an overview

Multimodal MALDI imaging mass spectrometry for improved diagnosis of melanoma

Exercise intervention in hospitalized heart failure patients, with emphasis on congestion-related complications: a review

Gene prioritization through genomic data fusion

Intrinsic Gene Expression Profiles of Gliomas Are a Better Predictor of Survival than Histology

New bandwidth selection criterion for Kernel PCA: approach to dimensionality reduction and classification problems

An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge

Benchmarking Least Squares Support Vector Machine Classifiers

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