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Big Data Preprocessing: Enabling Smart Data

1st ed. 2020., 2020

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Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data

Wiley interdisciplinary reviews. Data mining and knowledge discovery, 2019-03, Vol.9 (2), p.e1289-n/a

2019

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Enabling Smart Data: Noise filtering in Big Data classification

Information sciences, 2019-04, Vol.479, p.135-152

2019

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Tetramethylammonium Cation: Directionality and Covalency in Its Interactions with Halide Ions

Inorganic chemistry, 2022-06, Vol.61 (24), p.9082-9095

2022

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From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification

International journal of intelligent systems, 2019-12, Vol.34 (12), p.3260-3274

2019

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Recurrent π-π stacking motifs in three new 4,5-dihydropyrazolyl-thiazole-coumarin hybrids: X-ray characterization, Hirshfeld surface analysis and DFT calculations

New journal of chemistry, 2020-09, Vol.44 (34), p.14592-1463

2020

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Blood vessels form a migratory scaffold in the rostral migratory stream

Journal of comparative neurology (1911), 2009-09, Vol.516 (2), p.94-104

2009

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Aging in the olfactory system

Trends in neurosciences (Regular ed.), 2014-02, Vol.37 (2), p.77-84

2014

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European Blackbirds Exposed to Aircraft Noise Advance Their Chorus, Modify Their Song and Spend More Time Singing

Frontiers in ecology and evolution, 2017-06, Vol.5

2017

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Frontline Science: The expression of integrin αDβ2 (CD11d/CD18) on neutrophils orchestrates the defense mechanism against endotoxemia and sepsis

Journal of leukocyte biology, 2021-05, Vol.109 (5), p.877-890

2021

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Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study

Neurocomputing (Amsterdam), 2023-08, Vol.544, p.126228, Article 126228

2023

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The honesty of bird song: multiple constraints for multiple traits

Trends in Ecology & Evolution, 2002-03, Vol.17 (3), p.133-141

2002

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Absence of female partners explains dawn chorus

Nature (London), 2024-02, Vol.626 (7999), p.1-2

Gil, Diego

2024

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Absence of female partners can explain the dawn chorus of birds

Nature (London), 2024-02, Vol.626 (7999), p.481-482

Gil, Diego

2024

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Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data

Cognitive computation, 2024-07, Vol.16 (4), p.1572-1588

2024

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Odorant receptors regulate the final glomerular coalescence of olfactory sensory neuron axons

Proceedings of the National Academy of Sciences - PNAS, 2015-05, Vol.112 (18), p.5821-5826

2015

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Crystal engineering with pyrazolyl-thiazole derivatives: structure-directing role of π-stacking and σ-hole interactions

CrystEngComm, 2021-05, Vol.23 (18), p.3276-3287

2021

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Ab-initio and DFT calculations on molecular structure, NBO, HOMO–LUMO study and a new vibrational analysis of 4-(Dimethylamino) Benzaldehyde

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy, 2015-02, Vol.136, p.635-643

2015

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Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms

Neurocomputing (Amsterdam), 2021-10, Vol.462, p.440-452

2021

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Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series

Information fusion, 2023-12, Vol.100, p.101957, Article 101957

2023

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Sex-specific nest attendance rhythm and foraging habitat use in a colony-breeding waterbird

Behavioral ecology, 2024-05, Vol.35 (3)

2024

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Principal Components Analysis Random Discretization Ensemble for Big Data

Knowledge-based systems, 2018-06, Vol.150, p.166-174

2018

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Helpers don’t help when it’s hot in a cooperatively breeding bird, the Southern Pied Babbler

Behavioral ecology, 2023-07, Vol.34 (4), p.562-570

2023

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Photoperiod and rainfall are associated with seasonal shifts in social structure in a songbird

Behavioral ecology, 2023-02, Vol.34 (1), p.136-149

2023

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Plasma membrane insertion of KCa2.3 (SK3) is dependent upon the SNARE proteins, syntaxin-4 and SNAP23

PloS one, 2018-05, Vol.13 (5), p.e0196717-e0196717

2018

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Big Data Preprocessing: Enabling Smart Data

Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data

Enabling Smart Data: Noise filtering in Big Data classification

Tetramethylammonium Cation: Directionality and Covalency in Its Interactions with Halide Ions

From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification

Recurrent π-π stacking motifs in three new 4,5-dihydropyrazolyl-thiazole-coumarin hybrids: X-ray characterization, Hirshfeld surface analysis and DFT calculations

Blood vessels form a migratory scaffold in the rostral migratory stream

Aging in the olfactory system

European Blackbirds Exposed to Aircraft Noise Advance Their Chorus, Modify Their Song and Spend More Time Singing

Frontline Science: The expression of integrin αDβ2 (CD11d/CD18) on neutrophils orchestrates the defense mechanism against endotoxemia and sepsis

Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study

The honesty of bird song: multiple constraints for multiple traits

Absence of female partners explains dawn chorus

Absence of female partners can explain the dawn chorus of birds

Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data

Odorant receptors regulate the final glomerular coalescence of olfactory sensory neuron axons

Crystal engineering with pyrazolyl-thiazole derivatives: structure-directing role of π-stacking and σ-hole interactions

Ab-initio and DFT calculations on molecular structure, NBO, HOMO–LUMO study and a new vibrational analysis of 4-(Dimethylamino) Benzaldehyde

Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms

Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series

Sex-specific nest attendance rhythm and foraging habitat use in a colony-breeding waterbird

Principal Components Analysis Random Discretization Ensemble for Big Data

Helpers don’t help when it’s hot in a cooperatively breeding bird, the Southern Pied Babbler

Photoperiod and rainfall are associated with seasonal shifts in social structure in a songbird

Plasma membrane insertion of KCa2.3 (SK3) is dependent upon the SNARE proteins, syntaxin-4 and SNAP23

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