ABSTRACT Improving classification performance on imbalanced datasets remains a challenging problem in machine learning. Synthetic oversampling techniques such as SMOTE are widely used to address class imbalance; however, their random interpolation strategy often ignores structural data properties, which may affect classifier generalisation.
Jose L. Morillo‐Salas +3 more
wiley +1 more source
Tracing holotype trajectories: Mapping the movement of the most valuable herbarium specimens
Global efforts to protect biodiversity depend on fair access to key plant specimens. This study examines the distribution of 119,361 holotypes—unique herbarium specimens used to formally describe new plant species. By linking collection and storage data, we found that holotypes are increasingly held closer to their places of origin, particularly in ...
Dominik Tomaszewski +2 more
wiley +1 more source
Parameter choices in acoustic analyses (sampling frequency, FFT size and window overlap) strongly influence multivariate soundscape separation. Using terrestrial and coral reef recordings, we show that these settings can exaggerate or mask ecological differences, emphasizing the need for parameter sensitivity testing and transparent reporting in ...
Juan C. Azofeifa‐Solano +8 more
wiley +1 more source
More Than Just Game Elements—A Taxonomy of Considerations for Gamification Projects and Research
ABSTRACT The field of gamification research lacks consistency regarding the naming and categorization of methods and concepts. It also shows inconsistencies in terms of which influencing factors are considered and reported. These inconsistencies hinder the retrievability and comparability of gamification studies and encourage criticism of the research ...
Kristina Nagel +4 more
wiley +1 more source
Priority Areas for Preserving Angiosperm Evolutionary History in the Iberian Peninsula
ABSTRACT Aim To identify areas with a high concentration of threatened evolutionary history and to evaluate how effectively the current network of protected areas encompasses them, focusing on the global conservation relevance of angiosperms native to a regional biodiversity hotspot.
Ignacio Ramos‐Gutiérrez +6 more
wiley +1 more source
Transformación digital y competencias gerenciales en la educación universitaria
Con el propósito de determinar el nivel de percepción entre la transformación digital y las competencias gerenciales en la educación universitaria. Se desarrolló un estudio con enfoque cuantitativo, aplicando un cuestionario a una muestra de 80 docentes ...
Rejis Renato Paredes Peñafiel +3 more
doaj +1 more source
Estrategias de transformación digital en entornos gubernamentales
La implementación efectiva de estrategias de transformación digital en el sector público es un desafío complejo debido a la necesidad de abordar múltiples dimensiones tecnológicas, organizativas y culturales, así como a la diversidad de contextos ...
Leonidas Manuel Bravo Rojas +3 more
doaj +1 more source
El reto de alinear las TI a la estrategia institucional de las universidades [PDF]
Encuentro ANUIES-TIC 2017, Los retos de las TIC en las instituciones de educación superior, ANUIES (Asociación Nacional de Universidades e Instituciones de Educación Superior), 4, 5 y 6 de octubre de 2017, Universidad de Guadalajara, Guadalajara, México ...
Llorens Largo, Faraón
core
[Approach to digital transformation in healthcare to reduce the digital divide]. [PDF]
Vidal-Alaball J +5 more
europepmc +1 more source
[Digital transformation as a strategy to strengthen essential public health functions in the AmericasTransformação digital como estratégia de fortalecimento das funções essenciais de saúde pública nas Américas]. [PDF]
Farias MA +5 more
europepmc +1 more source

