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Power-law distribution in a learning process: competition, learning and natural selection
(Elsevier B.V., 2005-01-01)
In the present work, we propose a model for the statistical distribution of people versus number of steps acquired by them in a learning process, based on competition, learning and natural selection. We consider that ...
An artificial immune system with continuous-learning for voltage disturbance diagnosis in electrical distribution systems
(2016-09-01)
This paper presents a new artificial immune algorithm with continuous-learning, which is inspired by the biological immune system, to realize the voltage diagnosis in electrical distribution systems. This conception allows ...
Data-driven analysis and machine learning for energy prediction in distributed photovoltaic generation plants: A case study in Queensland, Australia
(2022-04-01)
Understanding patterns and energy-related data in photovoltaic systems is one of the key tasks in energy generation and distribution. In fact, the use of data-driven tools and predictive learning models can support the ...
Comparing machine learning classifiers in potential distribution modelling
(PERGAMON-ELSEVIER SCIENCE LTD, 2011)
Species` potential distribution modelling consists of building a representation of the fundamental ecological requirements of a species from biotic and abiotic conditions where the species is known to occur. Such models ...
Minimal model of associative learning for cross-situational lexicon acquisition
(Academic PressMaryland Heights, 2012-12)
An explanation for the acquisition of word-object mappings is the associative learning in a crosssituational scenario. Here we present analytical results of the performance of a simple associative learning algorithm for ...
Invited Paper: Learning and Belief Based Trade
(Instituto de Economía, Pontificia Universidad Católica de Chile, 2005)
Performance profile of reading and metalinguistic skills in students with dyslexia, learning difficulties and learning disorders
(2020-01-01)
Introduction: The reading process involves several cognitive skills, such as metalinguistic skills and memory. These processes lead the student to understand the ideas of a text for the creation of mental models, based on ...
Resiliency Assessment in Distribution Networks Using GIS-Based Predictive Risk Analytics
(Ieee-inst Electrical Electronics Engineers Inc, 2019-11-01)
A new predictive risk-based framework is proposed to increase power distribution network resiliency by improving operator understanding of the status of the grid. This paper expresses the risk assessment as the correlation ...