Research

Scientific production

Journals

  • Aleix Alcacer, Irene Epifanio (2024). Outlier detection of clustered functional data with image and signal processing applications by archetype analysis. PLOS ONE . 10.1371/journal.pone.0311418 .
    2023 JIF: 2.9 (Q1 in Multidisciplinary Sciences)
  • Aleix Alcacer, Irene Epifanio, Ximo Gual-Arnau (2024). Biarchetype Analysis: Simultaneous Learning of Observations and Features Based on Extremes. IEEE Transactions on Pattern Analysis and Machine Intelligence . 10.1109/TPAMI.2024.3400730 .
    2023 JIF: 20.8 (Q1 in Computer Science, Artificial Intelligence)
  • Aleix Alcacer, Irene Epifanio, Marina Martinez-Garcia (2024). Ordinal classification for interval-valued data and interval-valued functional data. Expert Systems with Applications , 238 . 10.1016/j.eswa.2023.122277 .
    2023 JIF: 7.5 (Q1 in Computer Science, Artificial Intelligence)
  • Aleix Alcacer, Irene Epifanio, Jorge Valero, Alfredo Ballester (2021). Combining Classification and User-Based Collaborative Filtering for Matching Footwear Size. MATHEMATICS , 9 (7) . 10.3390/math9070771 .
    2021 JIF: 2.592 (Q1 in Mathematics)
  • Aleix Alcacer, Irene Epifanio, María Victoria Ibáñez, Amelia Simó, Alfredo Ballester (2020). A data-driven classification of 3D foot types by archetypal shapes based on landmarks. PLOS ONE , 15 (1) . 10.1371/journal.pone.0228016 .
    2020 JIF: 3.24 (Q2 in Multidisciplinary Sciences)
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Main Conferences

  • Aleix Alcacer, Irene Epifanio, Jorge Valero, Alfredo Ballester (Dec 19, 2021). Combining user-based collaborative filtering and classification for matching footwear size. CFE-CMStatistics 2021, London (United Kingdom). ISBN: 9789925781256.
    Note: Invited presentation
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  • Aleix Alcacer, Irene Epifanio, María Victoria Ibáñez, Amelia Simó (Sep 11, 2019). Archetypal contour shapes. 12th Scientific Meeting Classification and Data Analysis Group (CLADAG 2019), Cassino (Italy). ISBN: 9788883171086.
    Note: Invited presentation
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  • Aleix Alcacer, Irene Epifanio, María Victoria Ibáñez, Amelia Simó (Jun 19, 2019). Analysis of 2D foot morphology by functional archetypal analysis. XVII Conferencia Española y VII Encuentro Iberoamericano de Biometría (CEB-EIB 2019), València (Spain). ISBN: 9788409117062.
    Note: Invited presentation. Selected for the Young Statician Showcase
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  • Aleix Alcacer, Marina Martínez Garcia, Daniel McNamee, Raphael Kaplan (Aug 6, 2023). Relational Episodic Inference for Fictive Planning. Cognitive Computational Neuroscience, Oxford (United Kingdom).
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Other Contributions

  • Aleix Alcacer, Irene Epifanio (Jun 20, 2022). Discovering archetypal football teams and stats with biarchetype analysis. useR! 2022 The R User Conference, Online (USA).
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  • Aleix Alcacer, Irene Epifanio (Jan 27, 2021). Analysis of gene expression data using biarchetype analysis. V Jornadas Científicas de Estudiantes de la SEB, València (Spain).
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  • Aleix Alcacer, Irene Epifanio (Dec 19, 2020). Biarchetype analysis: definition and application to sports analysis. 3rd BYMAT Conference, València (Spain).
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  • Aleix Alcacer, Irene Epifanio, María Victoria Ibáñez, Amelia Simó, Alfredo Ballester (Jul 19, 2020). What are the types of Spanish foot shapes? Archetypoid analysis of 3D images. 2020 Virtual International Biometric Conference, Seúl (South Korea).
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  • Aleix Alcacer, Irene Epifanio, María Victoria Ibáñez, Amelia Simó, Alfredo Ballester (Jan 27, 2020). A data-driven classification of 3D foot types by archetypal shapes based on landmarks. V Congreso de Jóvenes Investigadores de la RSME, Castelló de la Plana (Spain).
    certificate
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