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Instance selection of linear complexity for big data

Knowledge-based systems, 2016-09, Vol.107, p.83-95

2016

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Random Balance ensembles for multiclass imbalance learning

Knowledge-based systems, 2020-04, Vol.193, p.105434, Article 105434

2020

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Machine learning algorithms applied to Raman spectra for the identification of variscite originating from the mining complex of Gavà

Journal of Raman spectroscopy, 2020-09, Vol.51 (9), p.1563-1574

2020

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Local sets for multi-label instance selection

Applied soft computing, 2018-07, Vol.68, p.651-666

2018

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Instance selection improves geometric mean accuracy: a study on imbalanced data classification

Progress in artificial intelligence, 2019-06, Vol.8 (2), p.215-228

2019

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Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning

Expert systems with applications, 2018-11, Vol.109, p.114-130

2018

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“You Are Not My Type”: An Evaluation of Classification Methods for Automatic Phytolith Identification

Microscopy and microanalysis, 2020-12, Vol.26 (6), p.1158-1167

2020

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Does the Use of Learning Management Systems With Hypermedia Mean Improved Student Learning Outcomes?

Frontiers in psychology, 2019-02, Vol.10, p.88-88

2019

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Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations

International journal of advanced manufacturing technology, 2011-11, Vol.57 (5-8), p.521-532

2011

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Measuring the Functional Abilities of Children Aged 3-6 Years Old with Observational Methods and Computer Tools

Journal of visualized experiments, 2020-06 (160)

2020

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Experimental Assessment of Feature Extraction Techniques Applied to the Identification of Properties of Common Objects, Using a Radar System

Applied sciences, 2021-08, Vol.11 (15), p.6745

2021

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Tree ensemble construction using a GRASP-based heuristic and annealed randomness

Information fusion, 2014-11, Vol.20, p.189-202

2014

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A Low-Cost System Using a Big-Data Deep-Learning Framework for Assessing Physical Telerehabilitation: A Proof-of-Concept

Healthcare (Basel), 2023-02, Vol.11 (4), p.507

2023

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MR-DIS: democratic instance selection for big data by MapReduce

Progress in artificial intelligence, 2017-09, Vol.6 (3), p.211-219

2017

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Decision Trees for the prediction of environmental and agronomic effects of the use of Compost of Sewage Slugde (CSS)

Sustainable production and consumption, 2017-10, Vol.12, p.119-133

2017

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Seshat — a web‐based educational resource for teaching the most common algorithms of lexical analysis

Computer applications in engineering education, 2018-11, Vol.26 (6), p.2255-2265

2018

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Differential efficacy of the resources used in B-learning environments

Psicothema, 2019-05, Vol.31 (2), p.170-178

2019

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Boosting Projections to improve surface roughness prediction in high-torque milling operations

Soft computing (Berlin, Germany), 2012-08, Vol.16 (8), p.1427-1437

2012

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Towards automatic phytolith classification using feature extraction and combination strategies

Progress in artificial intelligence, 2024-09, Vol.13 (3), p.217-244

2024

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Improve teaching with modalities and collaborative groups in an LMS: an analysis of monitoring using visualisation techniques

Journal of computing in higher education, 2021-12, Vol.33 (3), p.747-778

2021

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Will personalized e-Learning increase deep learning in higher education?

Information discovery and delivery, 2019-03, Vol.47 (1), p.53-63

2019

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Adopting a multidisciplinary telemedicine intervention for fall prevention in Parkinson's disease. Protocol for a longitudinal, randomized clinical trial

PloS one, 2021-12, Vol.16 (12), p.e0260889-e0260889

2021

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Monitoring of Student Learning in Learning Management Systems: An Application of Educational Data Mining Techniques

Applied sciences, 2021-03, Vol.11 (6), p.2677

2021

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Videoconferencing Software Options for Telemedicine: A Review for Movement Disorder Neurologists

Frontiers in neurology, 2021-10, Vol.12, p.745917-745917

2021

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An Experimental Study on Ensembles of Functional Trees

Multiple Classifier Systems, p.64-73

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Instance selection of linear complexity for big data

Random Balance ensembles for multiclass imbalance learning

Machine learning algorithms applied to Raman spectra for the identification of variscite originating from the mining complex of Gavà

Local sets for multi-label instance selection

Instance selection improves geometric mean accuracy: a study on imbalanced data classification

Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning

“You Are Not My Type”: An Evaluation of Classification Methods for Automatic Phytolith Identification

Does the Use of Learning Management Systems With Hypermedia Mean Improved Student Learning Outcomes?

Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations

Measuring the Functional Abilities of Children Aged 3-6 Years Old with Observational Methods and Computer Tools

Experimental Assessment of Feature Extraction Techniques Applied to the Identification of Properties of Common Objects, Using a Radar System

Tree ensemble construction using a GRASP-based heuristic and annealed randomness

A Low-Cost System Using a Big-Data Deep-Learning Framework for Assessing Physical Telerehabilitation: A Proof-of-Concept

MR-DIS: democratic instance selection for big data by MapReduce

Decision Trees for the prediction of environmental and agronomic effects of the use of Compost of Sewage Slugde (CSS)

Seshat — a web‐based educational resource for teaching the most common algorithms of lexical analysis

Differential efficacy of the resources used in B-learning environments

Boosting Projections to improve surface roughness prediction in high-torque milling operations

Towards automatic phytolith classification using feature extraction and combination strategies

Improve teaching with modalities and collaborative groups in an LMS: an analysis of monitoring using visualisation techniques

Will personalized e-Learning increase deep learning in higher education?

Adopting a multidisciplinary telemedicine intervention for fall prevention in Parkinson's disease. Protocol for a longitudinal, randomized clinical trial

Monitoring of Student Learning in Learning Management Systems: An Application of Educational Data Mining Techniques

Videoconferencing Software Options for Telemedicine: A Review for Movement Disorder Neurologists

An Experimental Study on Ensembles of Functional Trees

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