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KEEL: a software tool to assess evolutionary algorithms for data mining problems

Soft computing (Berlin, Germany), 2009-02, Vol.13 (3), p.307-318

2009

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A machine learning approach for the identification of new biomarkers for knee osteoarthritis development in overweight and obese women

Osteoarthritis and cartilage, 2017-12, Vol.25 (12), p.2014-2021

2017

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Test–retest precision and longitudinal cartilage thickness loss in the IMI-APPROACH cohort

Osteoarthritis and cartilage, 2023-02, Vol.31 (2), p.238-248

2023

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Metabolic profiles associated with radiographic knee osteoarthritis in a population-based cohort of middle-aged women

Osteoarthritis and cartilage, 2016-04, Vol.24, p.S70-S70

2016

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Using attention neural networks to estimate individual-level pig growth trajectories from group-level weight time series

Animal - Science Proceedings, 2023-04, Vol.14 (2), p.353-354

2023

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Aggravated osteoarthritis development in mice transgenic for human C-reactive protein on a high fat diet

Osteoarthritis and cartilage, 2016-04, Vol.24, p.S375-S375

2016

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Sample classification and identification of biomarkers in the cartilage secretome from mass spectrometry datasets using machine learning

Osteoarthritis and cartilage, 2013-04, Vol.21, p.S272-S273

2013

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Proteomic and bioinformatic analysis of hydrophobic membrane protein extracts reveals the presence of several novel CD antigens, glucose transporters and voltage gated anion channels in articular chondrocytes

Osteoarthritis and cartilage, 2012-04, Vol.20, p.S261-S261

2012

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453 NOVEL BIOINFORMATIC APPROACHES FOR IDENTIFYING PUTATIVE OA BIOMARKERS: LABEL-FREE QUANTIFICATION OF PROTEINS IN THE SECRETÓME OF ARTICULAR CARTILAGE

Osteoarthritis and cartilage, 2011-09, Vol.19, p.S210-S210

2011

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A MACHINE LEARNING APPROACH REVEALS FEATURES RELATED TO CLINICALLY RELEVANT KNEE OSTEOARTHRITIS; DATA FROM THE CHECK COHORT

Osteoarthritis and cartilage, 2022-04, Vol.30, p.S89-S90

2022

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384 COMBINING CHONDROCYTE GENE EXPRESSION, LITERATURE MINING AND PATHWAY/NETWORK ANALYSIS TO EXTRACT BIOLOGICAL INSIGHTS FROM SMALL-SCALE MICROARRAY DATA

Osteoarthritis and cartilage, 2010, Vol.18, p.S169-S169

2010

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146. Estimating individual-level pig growth trajectories from group-level weight measurements

Animal - Science Proceedings, 2022-04, Vol.13 (1), p.107-108

2022

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ASSOCIATIONS BETWEEN PREDICTED AND ACTUAL STRUCTURAL PROGRESSION IN THE APPROACH COHORT

Osteoarthritis and cartilage, 2022-04, Vol.30, p.S283-S284

2022

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OP0062 MULTI-MODAL ANALYSIS OF SYNOVIAL TISSUE MACROPHAGES INFORMS ON TREATMENT RESPONSE IN NAIVE TO TREATMENT RHEUMATOID ARTHRITIS

Annals of the rheumatic diseases, 2024-06, Vol.83 (Suppl 1), p.4-5

2024

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OP0224 DISCOVERY PROTEOMICS ANALYSIS IN THE IMI-APPROACH COHORT SHOWS THE DIFFERENTIAL MODULATION AT 24 MONTHS OF PROTEIN PROFILES ASSOCIATED WITH STRUCTURAL OR PAIN PROGRESSION IN OSTEOARTHRITIS

Annals of the rheumatic diseases, 2022-06, Vol.81 (Suppl 1), p.147-148

2022

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DISCOVERY OF OSTEOARTHRITIS ENDOTYPES VIA CLUSTERING OF BIOCHEMICAL MARKER DATA IN THE IMI-APPROACH COHORT

Osteoarthritis and cartilage, 2022-04, Vol.30, p.S114-S114

2022

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PREDICTORS OF LONGITUDINAL MRI-BASED CARTILAGE THICKNESS CHANGE IN THE OBSERVATIONAL MULTICENTER APPROACH COHORT

Osteoarthritis and cartilage, 2022-04, Vol.30, p.S45-S46

2022

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Imaging-Based Characterization Of OA Endotypes Derived From Biochemical Markers - Data From The Observational Multicenter Approach Cohort

Osteoarthritis and cartilage, 2023-03, Vol.31, p.S263-S265

2023

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Combining MAP-Elites and Incremental Evolution to Generate Gaits for a Mammalian Quadruped Robot

Applications of Evolutionary Computation, 2018, p.719-733

2018

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Baseline characteristics of the applied public-private research enabling osteoarthritis clinical headway (approach) cohort

Osteoarthritis and cartilage, 2020-04, Vol.28, p.S367-S369

2020

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Coupled photochemical-biological system to treat biorecalcitrant wastewater

Water science and technology, 2007-01, Vol.55 (12), p.95-100

2007

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Evolution of Convolutional Highway Networks

Applications of Evolutionary Computation, p.395-404

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Evolving Artificial Neural Networks for Multi-objective Tasks

Applications of Evolutionary Computation, p.671-686

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Search Space Analysis of Evolvable Robot Morphologies

Applications of Evolutionary Computation, 2018, p.703-718

2018

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A Generic Framework for Incorporating Constraint Handling Techniques into Multi-Objective Evolutionary Algorithms

Applications of Evolutionary Computation, p.634-649

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KEEL: a software tool to assess evolutionary algorithms for data mining problems

A machine learning approach for the identification of new biomarkers for knee osteoarthritis development in overweight and obese women

Test–retest precision and longitudinal cartilage thickness loss in the IMI-APPROACH cohort

Metabolic profiles associated with radiographic knee osteoarthritis in a population-based cohort of middle-aged women

Using attention neural networks to estimate individual-level pig growth trajectories from group-level weight time series

Aggravated osteoarthritis development in mice transgenic for human C-reactive protein on a high fat diet

Sample classification and identification of biomarkers in the cartilage secretome from mass spectrometry datasets using machine learning

Proteomic and bioinformatic analysis of hydrophobic membrane protein extracts reveals the presence of several novel CD antigens, glucose transporters and voltage gated anion channels in articular chondrocytes

453 NOVEL BIOINFORMATIC APPROACHES FOR IDENTIFYING PUTATIVE OA BIOMARKERS: LABEL-FREE QUANTIFICATION OF PROTEINS IN THE SECRETÓME OF ARTICULAR CARTILAGE

A MACHINE LEARNING APPROACH REVEALS FEATURES RELATED TO CLINICALLY RELEVANT KNEE OSTEOARTHRITIS; DATA FROM THE CHECK COHORT

384 COMBINING CHONDROCYTE GENE EXPRESSION, LITERATURE MINING AND PATHWAY/NETWORK ANALYSIS TO EXTRACT BIOLOGICAL INSIGHTS FROM SMALL-SCALE MICROARRAY DATA

146. Estimating individual-level pig growth trajectories from group-level weight measurements

ASSOCIATIONS BETWEEN PREDICTED AND ACTUAL STRUCTURAL PROGRESSION IN THE APPROACH COHORT

OP0062 MULTI-MODAL ANALYSIS OF SYNOVIAL TISSUE MACROPHAGES INFORMS ON TREATMENT RESPONSE IN NAIVE TO TREATMENT RHEUMATOID ARTHRITIS

OP0224 DISCOVERY PROTEOMICS ANALYSIS IN THE IMI-APPROACH COHORT SHOWS THE DIFFERENTIAL MODULATION AT 24 MONTHS OF PROTEIN PROFILES ASSOCIATED WITH STRUCTURAL OR PAIN PROGRESSION IN OSTEOARTHRITIS

DISCOVERY OF OSTEOARTHRITIS ENDOTYPES VIA CLUSTERING OF BIOCHEMICAL MARKER DATA IN THE IMI-APPROACH COHORT

PREDICTORS OF LONGITUDINAL MRI-BASED CARTILAGE THICKNESS CHANGE IN THE OBSERVATIONAL MULTICENTER APPROACH COHORT

Imaging-Based Characterization Of OA Endotypes Derived From Biochemical Markers - Data From The Observational Multicenter Approach Cohort

Combining MAP-Elites and Incremental Evolution to Generate Gaits for a Mammalian Quadruped Robot

Baseline characteristics of the applied public-private research enabling osteoarthritis clinical headway (approach) cohort

Coupled photochemical-biological system to treat biorecalcitrant wastewater

Evolution of Convolutional Highway Networks

Evolving Artificial Neural Networks for Multi-objective Tasks

Search Space Analysis of Evolvable Robot Morphologies

A Generic Framework for Incorporating Constraint Handling Techniques into Multi-Objective Evolutionary Algorithms

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