Search results for "PREDICT"
showing 10 items of 2174 documents
Seizure Prediction Using EEG Channel Selection Method
2022
Seizure prediction using intracranial electroencephalogram (iEEG) is still challenging because of complicated signals in spatial and time domains. Feature selection in the spatial domain (i.e., channel selection) has been largely ignored in this field. Hence, in this paper, a novel approach of iEEG channel selection strategy combined with one-dimensional convolutional neural networks (1D-CNN) was presented for seizure prediction. First, 15-sec and 30-sec iEEG segments with an increasing number of channels (from one channel to all channels) were sequentially fed into 1D-CNN models for training and testing. Then, the channel case with the best classification rate was selected for each partici…
Development of prediction models for container traffic
2010
The purpose of the work described in this paper is to construct and implement prediction models for optimizing container handling in particular at Cagliari’s Terminal Container. Prediction models are based on heuristic algorithms such as neural networks and classification and regression trees and evolutionary algorithms such as Genetic Algorithms (GA) and Ant Colony Optimization (ACO). These models form part of a Web Oriented Decision Support System, for real time external data acquisition (GPS information, weather information, etc.), providing operators with the information processed in real time. The most commonly used parameter for assessing terminal performance is productivity, namely t…
PRELIMINARY ANALYSES FROM A HOSPITAL BASED STUDY ON 3154 WESTERN SICILIAN PATIENTS WITH ORAL MUCOSAL LESIONS
2010
Objectives: Diagnosis of the wide variety of lesions that occur in the oral cavity is an essential part of dental practice. The objective of this study was to explore the demographic and behavioural profiles of patients affected by oral cavity diseases on a wide spectrum. Methods: Demographic and behavioural data of 3154 patients with at least one oral cavity disease among those consecutively visited between 2004 and 2009 at the Unit of Oral Medicine, were recorded: gender, age, smoking status, alcohol consumption, drugs use. Analysis was restricted to the eleven more frequent oral cavity diseases. Firstly, Multiple Correspondence Analysis (MCA) was applied as a descriptive tool to geometri…
Open-source QCD analysis of nuclear parton distribution functions at NLO and NNLO
2019
We present new sets of nuclear parton distribution functions (nPDFs) at next-to-leading order (NLO) and next-to-next-to-leading order (NNLO). Our analyses are based on deeply inelastic scattering data with charged-lepton and neutrino beams on nuclear targets. In addition, a set of proton baseline PDFs is fitted within the same framework with the same theoretical assumptions. The results of this global QCD analysis are compared to existing nPDF sets and to the fitted cross sections. Also, the uncertainties resulting from the limited constraining power of the included experimental data are presented. The published work is based on an open-source tool, xFitter, which has been modified to be ap…
Party autonomy regarding jurisdiction under the property regimes regulations
2021
The main accomplishment of the Property Regimes Regulations lies in their bringing more coherence into the cross-border family law adjudication. In the field of international jurisdiction, they strive to align the competence in couples? patrimony disputes to that in succession and in separation proceedings, or else to align the competence of the courts to the applicable law. These tendencies are clearly visible in the Regulations? provisions on choice of court agreements. Namely, the Regulations allow for such agreements, but severely limit parties? choice and the possible effects of these clauses. When succession or separation proceedings are pending, it is often only possible to institute…
Predictors of long-term outcomes in patients undergoing periodontal maintenance
2017
Abstract Aim This retrospective study aimed to characterize the baseline status of patients following periodontal maintenance, analysing the association between the long‐term outcome of these patients, smoking, bruxism, and the main clinical and radiographic variables. Material and methods A sample of 174 patients with moderate to severe periodontitis was refined into homogeneous subsamples according to smoking and bruxism and the rate of tooth loss due to periodontal disease (TLPD): 0, 1–2, and >2 teeth. The association and the distribution (χ² test) of the variables within the subsamples were analysed. Results Smoking and bruxism were significantly associated with higher TLPD rates. Verti…
Music-related motor skills in pianists - Predictors of skill acquisition in childhood and of maintenance in adulthood
2009
Background and Study Aims: Previous research on musical performance achievement has focused on the overall musical performance and on musical subskills. Two studies were conducted to identify predictors of motor skill acquisition in children pianists and of long-term development of motor skills in expert pianists in a relevant musical context. Methods: Motor skills at the piano were assessed in standardized C major scale playing. For each participant, overall temporal unevenness of note onsets was calculated as the median of the mean standard deviations of inter-onset intervals of both hands and playing directions. Study 1: Motor performance was tested in 30 piano playing children. Informat…
Mixed estimation technique in semi-parametric space-time point processes for earthquake description
2013
An estimation approach for the semi-parametric intensity function of a particular space-time point process is introduced. In particular we want to account for the estimation of parametric and nonparametric components simultaneously, applying a forward predictive likelihood to semi-parametric models. For each event, the probability of being a background event or one belonging to a seismic sequence is therefore estimated.
Pirmreizējas sirds ritma izmaiņas pacientiem pēc atvērtās sirds operācijas
2019
Pēcoperācijas ātriju fibrilācija (POĀF) ir biežākā komplikācija pacientiem, kuriem veikta operācija uz atvērtas sirds. Kā rezultātā tā ietekmē morbiditāti, mortalitāti, kā arī palielina finansiālas izmaksas. Pētījuma mērķis ir uzzināt vai ir korelācija starp veiktiem pirms operācijas standarta izmeklējuma rezultātiem un pēcoperācijas ātriju fibrilāciju. Jo nosakot augsta riska pacientu var uzsākt preventīvu ārstēšanu. Materiāli un metodes: retrospektīvs pētījums, kur tika iekļauti pacienti, kam veikta sirds operācija ar sternotomijas pieeju, kuriem pirms operācijas bija sīnusa ritms n = 111. 39 pacienti netika iekļauti pētījumā, jo pirms operācijas bija ātriju fibrilācija vai anamnēzē ātrij…
To increase predictability in complex engineering and fabrication projects : construct of a framework for planning and production control in FMC tech…
2014
Masteroppgave i industriell økonomi og teknologiledelse IND 590 projects : construct of a framework for planning and production control in FMC technologies How to increase predictability in complex engineering and fabrication projects is what it is allabout. The case studied, FMC Technologies, is located in Norway, but is part of a globalcompany. FMC has grown quickly, and solving issues with tacit knowledge and personalexperience, as was done earlier, is challenging. The unit of analysis within the organization isthe department of Well Access Systems (WAS). WAS is concerned with connecting subseawells to surface rigs or vessels. A typical project consists of complex subsea equipment forwor…