• Shape Analysis. Aplicacions en medicina i antropometria
• Big Data. Aprenentatge estadístic supervisat i no supervisat (anàlisi d'arquetipus, random forest, neural networks, multidimensional scaling, clustering, etc.)
• Anàlisi de dades funcionals
• Anàlisi d'imatges. Conjunts aleatoris tancats i processos puntuals
• Desenvolupament i implementació d’equacions en estereologia

Articles en revistes

• Accuracy of a single position estimate for kNN-based fingerprinting indoor positioning applying error propagation theory Article

  Antonio Pérez Navarro, Raúl Montoliu Colás, Emilio Sansano Sansano, Marina Martínez García, Rubén Femenía Carrascosa, Joaquín Torres Sospedra.

  IEEE SENSORS JOURNAL; 16 pp. 18765-18775. (2023). ISSN: 1530-437X

• On using Reproducing Kernel Hilbert Spaces for the analysis of Replicated Spatial Point Processes Article

  Amelia Simó Vidal.

  SPATIAL STATISTICS; 54 pp. 1-15. (2023). ISSN: 2211-6753

• Effectiveness of Hyperthermic Intraperitoneal Chemotherapy Associated with Cytoreductive Surgery in the Treatment of Advanced Ovarian Cancer: Systematic Review and Meta-Analysis Revisió

  María Llueca, María Victoria Ibáñez Gual, María Teresa Climent, Anna Serra Rubert, José Antonio Llueca Abella.

  Journal of Personalized Medicine; 2 pp. 1-13. (2023). ISSN: 2075-4426

• Archetypal Curves in the Shape and Size Space: Discovering the Salient Features of Curved Big Data by Representative Extremes (Epub ahead of print) Article

  Irene Epifanio López, Vicent Gimeno Garcia, José Joaquín Gual Arnau, María Victoria Ibáñez Gual.

  LA MATEMATICA: OFFICIAL JOURNAL OF THE ASSOCIATION FOR WOMEN IN MATHEMATICS; online pp. 1-24. (2023). ISSN: 2730-9657

• Analysis of Archetypes to Determine Time Use and Workload Profiles of Spanish University Professors Article

  Ismael Cabero Fayos, Irene Epifanio López, José Joaquín Gual Arnau.

  EDUCATION SCIENCES; 3 pp. 1-12. (2023). ISSN: 2227-7102

• A Gaussian kernel for Kendall’s space of m-D shapes Article

  Vicent Gimeno Garcia, José Joaquín Gual Arnau, María Victoria Ibáñez Gual, Amelia Simó Vidal.

  PATTERN RECOGNITION ; 144 pp. 1-9. (2023). ISSN: 0031-3203

• Fertility-Sparing Surgery versus Radical Hysterectomy in Early Cervical Cancer: A Propensity Score Matching Analysis and Noninferiority Study Article

  José Antonio Llueca Abella, María Victoria Ibáñez Gual, Aureli Torne, Antonio Gil Moreno, Ángel Martín Jiménez, Berta Díaz Feijoo, Anna Serra Rubert, Maria Teresa Climent Martí, Blanca Gil Ibáñez.

  Journal of Personalized Medicine; 7 pp. 1-14. (2022). ISSN: 2075-4426

• The underlying neural bases of the reversal error while solving algebraic word problems Article

  Noelia Ventura Campos, Lara Ferrando Esteve, Irene Epifanio López.

  SCIENTIFIC REPORTS; 1 pp. 1-14. (2022). ISSN: 2045-2322

• Becoming a mother shifts the activity of the social and motivation brain networks in mice Article

  María de la Cinta Navarro Moreno, Manuela Barneo Muñoz, María Victoria Ibáñez Gual, Enrique Lanuza, Carmen Agustín Pavón, María José Sánchez Catalán, Fernando Martínez García.

  ISCIENCE; 7 pp. 1-27. (2022). ISSN: 2589-0042

• Ground-covers affect the activity density of ground-dwelling predators and their impact on the Mediterranean fruit fly, Ceratitis capitata Article

  Joaquín Cruz Miralles, Michela Guzzo, María Victoria Ibáñez Gual, O. Dembilio, Josep Anton Jaques Miret.

  BIOCONTROL; 6 pp. 583-592. (2022). ISSN: 1386-6141

• Social isolation during the COVID-19 pandemic in Spain: a population study Article

  Marina Martínez García, Emilio Sansano Sansano, Andrea Castillo Hornero, Rubén Femenia, Kristof Roomp, Nuria Oliver.

  SCIENTIFIC REPORTS; 1 pp. 1-15. (2022). ISSN: 2045-2322

• Host plant scent mediates patterns of attraction/repellence among predatory mites Article

  Joaquín Cruz Miralles, Marc Cabedo López, Michela Guzzo , Sandra Vacas, Vicente Navarro Llopis, María Victoria Ibáñez Gual, Víctor Flors Herrero, Marta Montserrat, Josep Anton Jaques Miret.

  ENTOMOLOGIA GENERALIS ; 2 pp. 217-229. (2022). ISSN: 0171-8177

• Key factors affecting people’s unwillingness to be confined during the COVID-19 pandemic in Spain: a large-scale population study Article

  Marina Martínez García, Alejandro Rabasa, Xavier Barber, Kistrina Polotskaya, Kristof Roomp, Nuria Oliver.

  SCIENTIFIC REPORTS; 1 pp. 1-18. (2021). ISSN: 2045-2322

• Robust archetypoids for anomaly detection in big functional data Article

  Guillermo Vinue, Irene Epifanio López.

  ADVANCES IN DATA ANALYSIS AND CLASSIFICATION; 2 pp. 437-462. (2021). ISSN: 1862-5347

• Archetype Analysis: A new subspace outlier detection approach Article

  Ismael Cabero Fayos, Irene Epifanio López, Ana Piérola, Alfredo Ballester.

  KNOWLEDGE-BASED SYSTEMS; 217 pp. --. (2021). ISSN: 0950-7051

• The response of citrus plants to the broad mite Polyphagotarsonemus latus (Banks) (Acari: Tarsonemidae) Article

  Marc Cabedo López, Joaquín Cruz Miralles, David Peris, María Victoria Ibáñez Gual, Víctor Flors Herrero, Josep Anton Jaques Miret.

  AGRICULTURAL AND FOREST ENTOMOLOGY ; 4 pp. 411-419. (2021). ISSN: 1461-9555

• Ordinal classification of 3D brain structures by functional data analysis Article

  Lara Ferrando Esteve, Irene Epifanio López, Noelia Ventura Campos.

  STATISTICS & PROBABILITY LETTERS ; 179 pp. 1-5. (2021). ISSN: 0167-7152

• Combining Classification and User-Based Collaborative Filtering for Matching Footwear Size Article

  Aleix Alcacer Sales, Irene Epifanio López, Jorge Valero, Alfredo Ballester.

  MATHEMATICS; 7 pp. --. (2021). ISSN: 2227-7390

• A Review of Spatiotemporal Models for Count Data in R Packages. A Case Study of COVID-19 Data Article

  María Victoria Ibáñez Gual, Marina Martínez García, Amelia Simó Vidal.

  MATHEMATICS; 13 pp. 1-23. (2021). ISSN: 2227-7390

• A Data Science Analysis of Academic Staff Workload Profiles in Spanish Universities: Gender Gap Laid Bare Article

  Ismael Cabero Fayos, Irene Epifanio López.

  EDUCATION SCIENCES; 7 pp. 1-18. (2021). ISSN: 2227-7102

• Plant‑feeding may explain why the generalist predator Euseius stipulatus does better on less defended citrus plants but Tetranychus‑specialists Neoseiulus californicus and Phytoseiulus persimilis do not Article

  Joaquín Cruz Miralles, Marc Cabedo López, Michela Guzzo, María Victoria Ibáñez Gual, Víctor Flors Herrero, Josep Anton Jaques Miret.

  EXPERIMENTAL AND APPLIED ACAROLOGY; 2 pp. 167-182. (2021). ISSN: 0168-8162

• Archetypal analysis for ordinal data Article

  Daniel Fernández, Irene Epifanio López, Louise Fastier McMillan.

  INFORMATION SCIENCES; 579 pp. 281-292. (2021). ISSN: 0020-0255

• Stereology with cylinder probes Article

  Luis M. Cruz Orive, José Joaquín Gual Arnau.

  IMAGE ANALYSIS AND STEREOLOGY; 3 pp. 213-218. (2020). ISSN: 1580-3139

• A data-driven classification of 3D foot types by archetypal shapes based on landmarks Article

  Aleix Alcacer Sales, Irene Epifanio López, María Victoria Ibáñez Gual, Amelia Simó Vidal, Alfredo Ballester.

  PLOS ONE; 1 pp. --. (2020). ISSN: 1932-6203

• Morphological analysis of cells by means of an elastic metric in the shape space Article

  Irene Epifanio López, José Joaquín Gual Arnau, Silena Herold García.

  IMAGE ANALYSIS AND STEREOLOGY; 1 pp. 13-23. (2020). ISSN: 1580-3139

• Generalized linear models for geometrical current predictors. An application to predict garment fit Article

  Sonia Barahona, Pablo Centella Barrio, José Joaquín Gual Arnau, María Victoria Ibáñez Gual, Amelia Simó Vidal.

  STATISTICAL MODELLING ; 6 pp. 562-591. (2020). ISSN: 1471-082X

• A New Geometric Metric in the Shape and Size Space of Curves in Rn Article

  Irene Epifanio López, Vicent Gimeno Garcia, José Joaquín Gual Arnau, María Victoria Ibáñez Gual.

  MATHEMATICS; 10 pp. --. (2020). ISSN: 2227-7390

• Generalized partially linear models on Riemannian manifolds Article

  Amelia Simó Vidal, María Victoria Ibáñez Gual, Irene Epifanio López, Vicent Gimeno Garcia.

  JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS ; 3 pp. 641-661. (2020). ISSN: 0035-9254

• A neuroimaging data set on problem solving in the case of the reversal error: Putamen data Article

  Lara Ferrando Esteve, Noelia Ventura Campos, Irene Epifanio López.

  DATA IN BRIEF; 33 pp. --. (2020). ISSN: 2352-3409

• Finding archetypal patterns for binary questionnaires Article

  Ismael Cabero Fayos, Irene Epifanio López.

  SORT-Statistics and Operations Research Transactions; 1 pp. 39-66. (2020). ISSN: 1696-2281

• Archetypal analysis with missing data: see all samples by looking at a few based on extreme profiles Article

  Irene Epifanio López, María Victoria Ibáñez Gual, Amelia Simó Vidal.

  AMERICAN STATISTICIAN ; 2 pp. 169-183. (2020). ISSN: 0003-1305

• Supervised classification of geometrical objects by integrating currents and functional data analysis Article

  Sònia Barahona, Pablo Centella Barrio, José Joaquín Gual Arnau, María Victoria Ibáñez Gual, Amelia Simó Vidal.

  TEST ; 3 pp. 637-660. (2020). ISSN: 1133-0686

• Detecting and visualizing differences in brain structures with SPHARM and functional data analysis☆ Article

  Lara Ferrando Esteve, Noelia Ventura Campos, Irene Epifanio López.

  NEUROIMAGE; 222 pp. --. (2020). ISSN: 1053-8119

• Effects of different intracranial volume correction methods on univariate sex differences in grey matter volume and multivariate sex prediction Article

  Carla Sanchis Segura, María Victoria Ibáñez Gual, Naiara Aguirre Vidal, Álvaro Javier Cruz Gómez, Cristina Forn Frias.

  SCIENTIFIC REPORTS; 1 pp. --. (2020). ISSN: 2045-2322

• Can interactions among predators alter the natural regulation of an herbivore in a climate change scenario? The case of Tetranychus urticae and its predators in citrus Article

  Pablo Urbaneja Bernat, María Victoria Ibáñez Gual, Marta Montserrat, Ernestina Aguilar Fenollosa, Josep Anton Jaques Miret.

  JOURNAL OF PEST SCIENCE; 3 pp. 1149-1164. (2019). ISSN: 1612-4758

• Forecasting basketball players' performance using sparse functional data Article

  Guillermo Vinué, Irene Epifanio López.

  STATISTICAL ANALYSIS AND DATA MINING; 6 pp. 534-547. (2019). ISSN: 1932-1864

• Estudio de coste-efectividad sobre la utilización de un tapón de hidrogel en las biopsias pulmonares guiadas por tomografía computarizada Article

  Santiago Francisco Marco Doménech, María Pilar Fernández García, Antonio Navarro Ballester, MANUEL CIFRIAN PÉREZ, María de los Ángeles Escobar Valero, María Victoria Ibáñez Gual.

  RADIOLOGÍA; 2 pp. 153-160. (2019). ISSN: 0033-8338

• A Kernel Regression Procedure in the 3D Shape Space with an Application to Online Sales of Children’s Wear Article

  Gregorio Quintana Ortí, Amelia Simó Vidal.

  STATISTICAL SCIENCE ; 2 pp. 236-252. (2019). ISSN: 0883-4237

• Archetypal analysis: an alternative to clustering for unsupervised texture segmentation Article

  Ismael Cabero Fayos, Irene Epifanio López.

  IMAGE ANALYSIS AND STEREOLOGY; 2 pp. 151-160. (2019). ISSN: 1580-3139

• Sex differences in gray matter volume: how many and how large are they really? Article

  Carla Sanchis Segura, María Victoria Ibáñez Gual, Jesús Adrián Ventura, Naiara Aguirre Vidal, Álvaro Javier Cruz Gómez, César Carlos Ávila Rivera, Cristina Forn Frias.

  BIOLOGY OF SEX DIFFERENCES; 10 pp. --. (2019). ISSN: 2042-6410

• In Praise of Artifice Reloaded: Caution With Natural Image Databases in Modeling Vision Article

  Marina Martínez García, Marcelo Bertalmío, Jesús Malo.

  FRONTIERS IN NEUROSCIENCE; 13 pp. 1-17. (2019). ISSN: 1662-453X

• Robust multivariate and functional archetypal analysis with application to financial time series analysis Article

  Jesús Moliner Moliner, Irene Epifanio López.

  PHYSICA A. STATISTICAL MECHANICS AND ITS APPLICATIONS; 519 pp. 195-208. (2019). ISSN: 0378-4371

• Modelo predictivo clínico-radiológico para diagnosticar tuberculosis pulmonar activa Article

  Antonio Navarro-Ballester, Santiago Francisco Marco Doménech, Pilar Fernández-García, María R. Moreno Muñoz, Bárbara Gomila Sard, María Victoria Ibáñez Gual.

  REVISTA CHILENA DE RADIOLOGIA; 2 pp. 47-59. (2019). ISSN: 0717-201X

• Unsupervised classification of children's bodies using currents Article

  Sonia Barahona Albiol, José Joaquín Gual Arnau, María Victoria Ibáñez Gual, Amelia Simó Vidal.

  ADVANCES IN DATA ANALYSIS AND CLASSIFICATION; 2 pp. 365-397. (2018). ISSN: 1862-5347

• Detection of Anomalies in Water Networks by Functional Data Analysis Article

  Laura Millán-Roures, Irene Epifanio López, Vicente Martínez García.

  MATHEMATICAL PROBLEMS IN ENGINEERING; 2018 pp. 1-13. (2018). ISSN: 1024-123X

• When the ground cover brings guests: is Anaphothrips obscurus a friend or a foe for the biological control of Tetranychus urticae in clementines? Article

  María Antonia Gómez Martínez, Josep Anton Jaques Miret, María Victoria Ibáñez Gual, Maria Tatiana Pina Desfilis.

  JOURNAL OF PEST SCIENCE; 2 pp. 613-623. (2018). ISSN: 1612-4758

• Genetic determinants of freckle occurrence in the Spanish population: Towards ephelides prediction from human DNA samples Article

  Barbara Hernando Fuster, María Victoria Ibáñez Gual, Julio Alberto Deserio Cuesta, Raquel Soria Navarro, Inca Vilar Sastre, Conrado Martínez Cadenas.

  FORENSIC SCIENCE INTERNATIONAL-GENETICS; 33 pp. 38-47. (2018). ISSN: 1872-4973

• Archetypal shapes based on landmarks and extension to handle missing data Article

  Irene Epifanio López, María Victoria Ibáñez Gual, Amelia Simó Vidal.

  ADVANCES IN DATA ANALYSIS AND CLASSIFICATION; 3 pp. 705-735. (2018). ISSN: 1862-5347

Capítols de llibres

• On the Probabilistic Extension of the Classical Epidemiological Compartmental Model

  X. Barber, A. Falcó, Marina Martínez García.

  Nom Nonlinear Dynamics and Complexity. Mathematical Modelling of Real-World Problems. Springer, (2022). ISBN: 9783031066313

Treballs presentats en congressos publicats

• Archetypal analysis for ordinal data

  Daniel Fernández, Irene Epifanio López, Louise F. McMillan.

  V International Workshop on Proximity Data, Multivariate Analysis and Classification. Valladolid (España)

  Universidad Carlos III, 2023. ISBN: 9788416829903

• Combining user-based collaborative filtering and classification for matching footwear size

  Aleix Alcacer Sales, Irene Epifanio López, Jorge Valero, Alfredo Ballester.

  CFE-CMStatistics 2021. London (Reino Unido)

  Elsevier; ECOSTA ECONOMETRICS AND STATISTICS, 2021. ISBN: 9789925781256

• Generalized partially linear models on Riemannian manifolds

  Amelia Simó Vidal, María Victoria Ibáñez Gual, Irene Epifanio López, Vicent Gimeno Garcia.

  XVII Conferencia Española y VII Encuentro Iberoamericano de Biometría (CEB-EIB 2019). València (España)

  Autoeditado por Comité congreso, 2019. ISBN: 9788409117062

• Analysis of 2D foot morphology by functional archetypal analysis

  Aleix Alcacer Sales, Irene Epifanio López, María Victoria Ibáñez Gual, Amelia Simó Vidal.

  XVII Conferencia Española y VII Encuentro Iberoamericano de Biometría (CEB-EIB 2019). València (España)

  Autoeditado por Comité congreso, 2019. ISBN: 9788409117062

• Detection of anomalies by gender in foot shapes

  Ismael Cabero Fayos, Irene Epifanio López, Ana Piérola.

  XVII Conferencia Española y VII Encuentro Iberoamericano de Biometría (CEB-EIB 2019). València (España)

  Autoeditado por Comité congreso, 2019. ISBN: 9788409117062

• Archetypoid analysis applied to the teaching of mathematics

  Ismael Cabero Fayos, Irene Epifanio López.

  XVII Conferencia Española y VII Encuentro Iberoamericano de Biometría (CEB-EIB 2019). València (España)

  Autoeditado por Comité congreso, 2019. ISBN: 9788409117062

• Classification methods to determine competent resolvers through neuroimaging

  Lara Ferrando Esteve, Noelia Ventura Campos, Irene Epifanio López.

  XVII Conferencia Española y VII Encuentro Iberoamericano de Biometría (CEB-EIB 2019). València (España)

  Autoeditado por Comité congreso, 2019. ISBN: 9788409117062

• Archetypal contour shapes

  Aleix Alcacer Sales, Irene Epifanio López, María Victoria Ibáñez Gual, Amelia Simó Vidal.

  12th Scientific Meeting Classification and Data Analysis Group (CLADAG 2019). Cassino (Italia)

  Università degli studi di Cassino e del Lazio Meridionale, 2019. ISBN: 9788883171086

• Differential gene expression and point parttern analysis

  Guillermo Ayala, Angela Riffo-Campos, Amelia Simó Vidal.

  5th Stochastic Modeling Techniques and Data Analysis International Conference (SMTDA 2018). Chania, Creta (Grecia)

  International Society for the Advancement of Science and Technology (ISAST), 2018. ISBN: 9786185180270

• Bivariate Functional Archetypoid Analysis: An Application to Financial Time Series

  Irene Epifanio López, Jesús Moliner Moliner.

  8th International Conference on Mathematical and Statistical Methods for Actuarial Sciences and Finance (MAF2018). Madrid (España)

  Springer, 2018. ISBN: 9783319898230

• Generealized partially linear models to predict the goodness of a child garment fit

  Amelia Simó Vidal, María Victoria Ibáñez Gual, Irene Epifanio López, Vicent Gimeno Garcia.

  5th Stochastic Modeling Techniques and Data Analysis International Conference (SMTDA 2018). Chania, Creta (Grecia)

  International Society for the Advancement of Science and Technology (ISAST), 2018. ISBN: 9786185180270

Tesis dirigides

• Neuroscience in algebraic problema solving: Studying the reversal error

  Autoria: Ferrando Esteve, Lara. Institució: Universitat Jaume I. Data lectura: 15/01/21

  Direcció: Ventura Campos, Noelia; Epifanio López, Irene

• Some contributions to archetypal analysis with applications

  Autoria: Cabero Fayos, Ismael. Institució: Universitat Jaume I. Data lectura: 27/11/19

  Direcció: Epifanio López, Irene

• Análisis estadístico de formas 3d con aplicaciones antropométricas

  Autoria: Barahona Albiol, Sonia. Institució: Universitat Jaume I. Data lectura: 30/07/18

  Direcció: Simó Vidal, Amelia; Ibáñez Gual, María Victoria

• Big Data. Aprenentatge estadístic supervisat i no supervisat
• Anàlisi estadístic de dades: descripció, modelització, predicció i classificació, destacant:
• dades biomèdiques
• formes
• imatges
• funcions o sèries temporals
• bases de dades multivariants
• Estudi i assessorament en la realització de mesures microscòpiques i tractament automatitzat d’imatges

Paraules clau

• Anàlisi estadístic de la forma i de la forma i el tamany 2D i 3D
• Aprenentatge estadístic: mètodes de predicció
• classificació supervisada i classificació no supervisada; Anàlisi de dades funcionals
• Conjunts aleatoris tancats
• Estereologia