Titlebook: Artificial Intelligence and Soft Computing; 15th International C Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad Conference proceedings

forestry

Overthrow

Neurotransmitters in Compound Eyes,er neural networks that have common input. Each network is dedicated to predict the total load in one of the seven successive days. Various form of input vectors as well as various ways of encoding them were tested. Verification which type of input data are crucial as well as which periodic aspects

APO

oxidant

敌手

https://doi.org/10.1007/978-1-349-23829-3 loops is applied in order to parallelize the algorithm. The parallelism of the algorithm is demonstrated in accordance with the OpenMP standard. As a result of this study, it is stated that the most time-consuming loops of the algorithm are suitable for parallelization. The efficiency measurements

Free-Radical

Criminal Justice and Emergency Laws often perform differently due to the random distribution of initial weights. These issues cause the practical use of ANNs a challenging task. Some of the mentioned drawbacks can be eliminated using ensembles of ANNs. However, relevance of a single ensemble member might be different in different cla

VALID

https://doi.org/10.1007/978-1-349-23829-3priori model is one of the many advantages of such an approach as well as the resulting accuracy, robustness and speed. Neural networks have been used to model the characteristics of traditional silicon-based photovoltaic modules, and in this work we have investigated a model for new generation orga

刺耳的声音

Institutions for Conciliation and Mediationen tested. They make it possible to perform data separation by neurons in the first layer of multilayer perceptrons, with the use of hypercurves having various shapes in the two selected dimensions. By using more inputs, single neurons in the first hidden layer are capable of solving some non-linear

GLADE

Yvonne Thorhauer,Christoph A. KexelM) using some elements of the Pawlak rough set theory. The main goal of such hybridization is to allow processing the imperfect input data and expressing the imperfection in the answer of the system. In the paper, one form of the imperfection is considered - missing values. However, the solutions si

炸坏

Schriften der accadis Hochschulen alternative for one-hot representation. Spatial relations between embeddings reflect relations such as alternatives and analogies. This improves generalization of methods using presented embeddings. Data from Wikipedia has been used together with skip-gram and contitous-bag-of-words methods introd