Search results for "Training"
showing 10 items of 2342 documents
Convolutional Neural Network Based Sleep Stage Classification with Class Imbalance
2022
Accurate sleep stage classification is vital to assess sleep quality and diagnose sleep disorders. Numerous deep learning based models have been designed for accomplishing this labor automatically. However, the class imbalance problem existing in polysomnography (PSG) datasets has been barely investigated in previous studies, which is one of the most challenging obstacles for the real-world sleep staging application. To address this issue, this paper proposes novel methods with signal-driven and image-driven ways of noise addition to balance the imbalanced relationship in the training dataset samples. We evaluate the effectiveness of the proposed methods which are integrated into a convolut…
A Case of Four Prospective Adult Class Teachers’ Mathematical Identity Work
2018
Research on adult students’ the mathematical identity work has not been explored so much. In this study I try to understand four prospective adult class teachers’ identity works on the basis of their learning diaries during a mathematics education course (6 ECTS). These four prospective class teachers’ reported they had negative experiences of mathematics during their school years but later in their lives the views towards mathematics had changed to a positive direction. However, the identity work during the mathematics education course revealed that life experiences had not changed the most fundamental views towards mathematics, mathematics learning and teaching. During the mathematics edu…
Individuality of responses to bilateral and unilateral volume equated hypertrophic strength training in physically active men
2019
Purpose. The purpose of the present study was to investigate possible differences between unilateral and bilateral strength training during ten weeks progressive hypertrophic strength training and six weeks detraining period. Furthermore, it was examined possible different individual responders in muscle hypertrophy during strength training and, how those different responders would behave during the detraining phase following the training period. Methods. The present intervention included ten weeks of progressive hypertrophic resistance training followed by six weeks of detraining in healthy young men (n=24). Ultrasound was used to measure vastus lateralis (VL) muscle cross-sectional area (…
Isometric force-time parameters in monitoring of strength training : with special reference to acute responses to different loading resistances
2017
The aim of the present series of studies was to investigate acute neuromuscular responses to (1) different strength training loadings and using (2) different external resistances. In addition, chronic adaptations and dynamic performances were compared to (3) the changes in isometric force-time parameters at the group level, and to (4) the individual timing of the improvement in the rate of force development (RFD) due to hypertrophic or maximum strength followed by power strength training periods. The latter one was achieved by systematic, repeated monitoring. Sixty-nine physically active men (20-35 yrs), but not experienced in resistance training, took part in the present series of studies.…
Does orthographic processing emerge rapidly after learning a new script?
2021
Epub 2020 Aug 11 Orthographic processing is characterized by location-invariant and location-specific processing (Grainger, 2018): (1) strings of letters are more vulnerable to transposition effects than the strings of symbols in same-different tasks (location-invariant processing); and (2) strings of letters, but not strings of symbols, show an initial position advantage in target-in-string identification tasks (location-specific processing). To examine the emergence of these two markers of orthographic processing, we conducted a same-different task and a target-in-string identification task with two unfamiliar scripts (pre-training experiments). Across six training sessions, participants …
Intervention studies to foster resilience – A systematic review and proposal for a resilience framework in future intervention studies
2017
Psychological resilience refers to the phenomenon that many people are able to adapt to the challenges of life and maintain mental health despite exposure to adversity. This has stimulated research on training programs to foster psychological resilience. We evaluated concepts, methods and designs of 43 randomized controlled trials published between 1979 and 2014 which assessed the efficacy of such training programs and propose standards for future intervention research based on recent developments in the field. We found that concepts, methods and designs in current resilience intervention studies are of limited use to properly assess efficacy of interventions to foster resilience. Major pro…
Mood, Burnout, and Dispositional Optimism in Kayak Polo Players During Their Competitive Stage.
2021
© 2021. This manuscript version is made available under the CC-BY 4.0 license http://creativecommons.org/licenses/by/4.0/ This document is the Accepted Manuscript version of a Published Work that appeared in final form in Frontiers in Psychology. To access the final edited and published work see 10.3389/fpsyg.2021.667603 The main objective of performance sport is to obtain achievements at the highest level through the adequate development of the athlete. The scientific literature demonstrates the fundamental role played by the inclusion of certain psychological variables in the training plan. This study examined the psychological profile of kayak polo players through the variables of burnou…
Mediación intercultural: clave en la formación inicial y desarrollo docente para educar en la sociedad diversa
2019
Este artículo trata de recoger la diversidad cultural existente en las aulas del sistema educativo español realizando una breve revisión de la evolución de la escolarización del alumnado migrante en las aulas. Además, busca visibilizar las ausencias de la formación inicial del profesorado en clave de mediación intercultural desde las directrices marcadas desde los equivalentes al actual Ministerio de Educación y Formación Profesional. Finalmente presenta las acciones y recursos educativos que ha implementado cada comunidad autónoma para dar respuesta a la sociedad diversa en la que vivimos, mostrando el abanico de posibilidades y las diferencias autonómicas existente. Todo ello nos muestra …
Sustainable virtual teams: promoting well-being through affect management training and openness to experience configurations
2021
A disruptive digitalization recently occurred that led to the fast adoption of virtual teams. However, membership diversity and team virtuality threaten members’ well-being, especially if faultlines appear (i.e., subgroups). Considering the job demands–resources model and the role of group affect in shaping members’ perceptions of well-being, we test the effectiveness of a short-term affect management training for increasing members’ eudaimonic well-being. Moreover, based on the trait activation theory and the contingent configuration approach, we draw on the personality composition literature to test how different openness to experience configurations of team level and diversity together m…
Entrenamiento en remediación cognitiva y habilidades emocionales en formato grupal para pacientes con obesidad: un estudio piloto
2017
Abstract: Group cognitive remediation and emotion skills training for patients with obesity. A pilot study. Cognitive remediation and emotion skills training was initially designed by the Tchanturia group for individual intervention in patients with eating disorders. The purpose of the present study is to present its adaptation to patients with obesity in group format. It is structured in 8 weekly sessions that work on central executive functions, the relation between emotion and thought, and emotion regulation in oneself and others. In addition, we present the preliminary results of its application to a group of 5 participants with morbid obesity to assess its possible efficacy. The result…