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Learners were evaluated using analysis of variance models based on their performance as the level of injected noise, the number of attributes with noise, and the percentage of minority instances containing ... Low quality or noisy data, which typically consists of erroneous values for both dependent and independent variables, has been demonstrated to have a significantly negative impact on the classification ... Acknowledgement The work on dissertation was supervised by prof. dr. Janez Brest and prof. dr. Viljem Žumer. ...doi:10.1109/tsmcb.2007.912701 fatcat:xvhlaf4m3vhcdb2cicqtfrug6m
New ideas are discussed, including the tuning of the aircraft scheduling, routes, aircraft type, operational procedures and a 3D-trajectory problem. ... In our presentation, we give an overview of the Luxembourg Aviation community noise situation and discuss a holistic approach to noise abatement and cost sharing. ... Daily demand data is split into four time slots and neural networks are developed for each of them. ...doi:10.1016/j.ejor.2012.08.016 fatcat:c27kagfnxnhjfbil2rydhjhomm
We do not introduce new assumptions which are incompatible with the formal derivation of the base model, and our methods do not rely on properties of particular high-level applications. ... Instead of merely finding new algorithms based on intuition, our models are formalized within the framework of exponential families and derived from first principles. ... The measured data represents subscriber activity on the basis of network events which are triggered together with voice and xMS communication. ...doi:10.17877/de290r-18876 fatcat:qb6xeoix4zcyjmb4lqeitw7yie
Schizophrenia is an endogenous psychosis with a 1% prevalence in world population. ... compartments, on the brain pathways. ... Considering the network structure and neurotransmitter interactions in the LBG-network, and the knowledge on the criteria for the existence and stability of nonlinear delay differential equations, we are ...doi:10.11588/heidok.00008706 fatcat:uql6ycctirehreshqbdw7yl4oa
The work was carried out with support of the Russian Science Foundation (Project 16-19-00069) in the Perm National Research Polytechnic University. experiments (e.g. ). ... The authors kindly acknowledge funding from the project TAMER, Trans-Atlantic Micromechanics Evolving Research "Materials containing inhomogeneities of diverse physical properties, shapes and orientations ... A neural network model to investigate the effect of frequency and time on loading induced osteogenesis 54. Vinogradova O.A. ...doi:10.18720/spbpu/2/k16-40 fatcat:yegzycnwbrco7dwsdnsjxvwbc4