Josep Antoni Martín Fernández

Universitat de Girona — Spain

Computer Science · Physical Sciences

35h-index6.8kcitations158works0.42yr avg
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Research Topics

Geochemistry and Geologic Mapping(103), Hydrocarbon exploration and reservoir analysis(36), Soil Geostatistics and Mapping(23), Geological and Geochemical Analysis(18), Heavy metals in environment(12)

Publications158 total

Analyzing Basal Insulin Dosing as Perturbations in Compositional Glycemic Profiles for Time in Range in Type 1 Diabetes
2025
Testing mean densities with an application to climate change in Vietnam
Toulouse Capitole Publications (University Toulouse 1 Capitole)·2025
A Constrained Divisive-Compositional Approach to Micropalaeontological Ecozonation
Mathematical Geosciences·2025Open Access
When the outcome is compositional - a method for conducting compositional response linear mixed models for physical activity, sedentary behaviour and sleep research
2025· 2 citedOpen Access
Balance Selection for Low Dimension: The Time-Use Case
2025
Analysis of Aromatic Fraction of Sparkling Wine Manufactured by Second Fermentation and Aging in Bottles Using Different Types of Closures
Processes·2024Open Access
Lp-Norm for Compositional Data: Exploring the CoDa L1-Norm in Penalised Regression
Mathematics·2024· 1 citedOpen Access
Insights in Hierarchical Clustering of Variables for Compositional Data
Mathematical Geosciences·2023· 5 citedOpen Access
Individualized Prediction of Blood Glucose Outcomes Using Compositional Data Analysis
Mathematics·2023· 1 citedOpen Access
Lasso regression method for a compositional covariate regularised by the norm L1 pairwise logratio
Journal of Geochemical Exploration·2023· 12 citedOpen Access
Principal balances of compositional data for regression and classification using partial least squares
Journal of Chemometrics·2023· 8 citedOpen Access
Author response for "Principal balances of compositional data for regression and classification using partial least squares"
2023· 1 cited
Validation of a Probabilistic Prediction Model for Patients with Type 1 Diabetes Using Compositional Data Analysis
Mathematics·2023· 2 citedOpen Access
Assessment of resource potential from mine tailings using geostatistical modeling for compositions: A methodology and application to Katherine Mine site, Arizona, USA
Journal of Geochemical Exploration·2022· 17 cited
lrSVD: An efficient imputation algorithm for incomplete high‐throughput compositional data
Journal of Chemometrics·2022· 4 citedOpen Access
Principal Balances of Compositional Data for Regression and Classification using Partial Least Squares
arXiv (Cornell University)·2022Open Access
Intervention effects on children’s movement behaviour accumulation as a result of the Transform-Us! school- and home-based cluster randomised controlled trial
International Journal of Behavioral Nutrition and Physical Activity·2022· 22 citedOpen Access
Predicting Rare Earth Element Potential in Produced and Geothermal Waters of the United States via Emergent Self-Organizing Maps
Energies·2022· 14 citedOpen Access
High-frequency modification of the central Mediterranean seafloor environment over the last 74 ka
Palaeogeography Palaeoclimatology Palaeoecology·2022· 4 cited
Probabilistic Model of Transition between Categories of Glucose Profiles in Patients with Type 1 Diabetes Using a Compositional Data Analysis Approach
Sensors·2021· 4 citedOpen Access
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Frequent Co-authors

Javier Palarea‐Albaladejo(12), Dorothea Dumuid(9), Tim Olds(9), Carol Maher(7), Lucy K. Lewis(7), C. Barceló‐Vidal(5), Karel Hron(5), Peter T. Katzmarzyk(5), Jean‐Philippe Chaput(5), Mikael Fogelholm(5), Martyn Standage(5), Mark S. Tremblay(5), Pepus Daunis‐i‐Estadella(5), Vera Pawlowsky‐Glahn(4), Ty Stanford(4), Željko Pedišić(4), Gang Hu(4), José Maia(4), Olga L. Sarmiento(4), Tiago V. Barreira(4)