Search results for "Training."
showing 10 items of 2296 documents
Learning processes in user training
2010
While the maturing research literature on training has generated increasingly sophisticated and more comprehensive theoretical models, the actual process through which users learn to use a system remains a relatively neglected area. The extant literature that has paid attention to processes have conceptualized these as structures and examined them through variance studies. In this paper, we address this knowledge gap by advancing hermeneutics as a lens to depict the process through which users come to learn about the system. We explain the hermeneutic process, situate it in a training context and illustrate our conceptualization by interpreting a specific training program at a large organiz…
Cloning and training collective intelligence with generative adversarial networks
2021
Industry 4.0 and highly automated critical infrastructure can be seen as cyber‐physical‐social systems controlled by the Collective Intelligence. Such systems are essential for the functioning of the society and economy. On one hand, they have flexible infrastructure of heterogeneous systems and assets. On the other hand, they are social systems, which include collaborating humans and artificial decision makers. Such (human plus machine) resources must be pre‐trained to perform their mission with high efficiency. Both human and machine learning approaches must be bridged to enable such training. The importance of these systems requires the anticipation of the potential and previously unknow…
Executive functions rehabilitation proposal: A tailored intervention
2018
Executive functions (EFs) are cognitive processes that allow the development of intentional behaviors e requiring the ability to formulate goals and objectives, capacity for initiative, to anticipate the consequences of actions, to organize behavior and monitor it and adapt it based on the context. Patients with EFs deficiencies exhibit specific disorders of planning, regulation and correction intentional conduct and cognitive activity, while they have no problem in the execution of usual action sequences.
Differential Learning as a Key Training Approach to Improve Creative and Tactical Behavior in Soccer
2018
The aim of this study was to identify the effects of a differential-learning program, embedded in small-sided games, on the creative and tactical behavior of youth soccer players. Forty players from under-13 (U13) and under-15 (U15) were allocated into control and experimental groups and were tested using a randomized pretest to posttest design using small-sided games situations.The experimental group participated in a 5-month differential-learning program embodied in small-sided games situations, while the control group participated in a typical small-sided games training program. In-game creativity was assessed through notational analyses of the creative components, and the players' posit…
¿Una orientación marcada por el género? El caso de la Formación Profesional Básica valenciana.
2020
In this article we present part of the results in the analysis of the Basic Vocational Education and Training from a gender perspective. A new training cycle included in the compulsory stage of the Spanish educational system in order to avoid early educational abandonment. To this end, adaptation and curricular diversification are combined since the academic curriculum is narrowed in favor of a greater professional content according to the branches offered. Gender clearly emerges as a fundamental variable to understand the small number of women enrolled, as well as their concentration in branches specially connoted in terms of gender. The interviews carried out with the coordination and ori…
Feasibility and preliminary efficacy of a hypopressive exercise program on postmenopausal cancer survivors: A pilot study.
2020
Abstract Background Cancer-related fatigue (CRF) is a common symptom during and after cancer treatment that negatively affects the patient's quality of life. Exercise is one of the most effective non-pharmacological treatments for CRF. Multimodal exercise therapy programs that include hypopressive exercises, relaxation and myofascial release may be beneficial for CRF. The aim of this pilot study was to evaluate the feasibility and efficacy of a multimodal program on CRF and lower limb functional strength in postmenopausal women diagnosed with cancer. Methods 7 postmenopausal women (age = 55.28 years; BMI = 26.05 kg/m2) who had a cancer diagnosis participated in a supervised and progressive …
On the Online Classification of Data Streams Using Weak Estimators
2016
In this paper, we propose a novel online classifier for complex data streams which are generated from non-stationary stochastic properties. Instead of using a single training model and counters to keep important data statistics, the introduced online classifier scheme provides a real-time self-adjusting learning model. The learning model utilizes the multiplication-based update algorithm of the Stochastic Learning Weak Estimator (SLWE) at each time instant as a new labeled instance arrives. In this way, the data statistics are updated every time a new element is inserted, without requiring that we have to rebuild its model when changes occur in the data distributions. Finally, and most impo…
Moving Learning Machine Towards Fast Real-Time Applications: A High-Speed FPGA-based Implementation of the OS-ELM Training Algorithm
2018
Currently, there are some emerging online learning applications handling data streams in real-time. The On-line Sequential Extreme Learning Machine (OS-ELM) has been successfully used in real-time condition prediction applications because of its good generalization performance at an extreme learning speed, but the number of trainings by a second (training frequency) achieved in these continuous learning applications has to be further reduced. This paper proposes a performance-optimized implementation of the OS-ELM training algorithm when it is applied to real-time applications. In this case, the natural way of feeding the training of the neural network is one-by-one, i.e., training the neur…
A Similarity Evaluation Technique for Cooperative Problem Solving with a Group of Agents
1999
Evaluation of distance or similarity is very important in cooperative problem solving with a group of agents. Distance between problems is used by agents to recognize nearest solved problems for a new problem, distance between solutions is necessary to compare and evaluate the solutions made by different agents, and distance between agents is useful to evaluate weights of the agents to be able to integrate them by weighted voting. The goal of this paper is to develop a similarity evaluation technique to be used for cooperative problem solving with a group of agents. Virtual training environment used for this goal is represented by predicates that define relationships within three sets: prob…
Continuing Education in the Health Sciences in Spain
2008
<div class="ftSection"><span class="ftInlineSubsectionTitle">Background:</span><p>Employers have long been concerned about the professional qualifications of their employees. Decision makers in the health sciences are no exception, particularly now that they are seriously considering the improvement and full accreditation of continuing education as part of the planned European convergence.</p></div><div class="ftSection"><span class="ftInlineSubsectionTitle">Method:</span><p>Medical and nursing professionals were questioned about their views on continuing education, suitable content of possible programs, and implementation, in comp…