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Dissertations / Theses on the topic 'Short-term'

Author: Grafiati

Published: 4 June 2021

Last updated: 15 June 2025

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1

Li, Li. "Short-term and long-term evolution of lentiviruses." Thesis, University of Nottingham, 2011. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.575475.

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Lentiviruses have paradoxically fast short-term rate of evolution and slow long-term rate of evolution, which differ by several orders of magnitude. In this thesis, with a new method called truncated tree analysis, slower rates of evolution of transmitted viruses were estimated. However, the rate decline of the transmitted viruses is limited, and is not sufficient to explain the dramatic difference between the short-term and long-term evolutionary rates. These dramatically different rates were reconciled by an S shaped curve based on the new trend observed from this thesis. In the middle part

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2

Ericson, Torgeir. "Short-term electricity demand response." Doctoral thesis, Norwegian University of Science and Technology, Department of Electrical Power Engineering, 2007. http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-1484.

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3

Futter, Mark R. "Predicting short term flood risks." Thesis, University of Newcastle Upon Tyne, 1990. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.315639.

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Two models for estimating the short term risk of a flood exceeding some critical flow, which take account of the season and prevailing conditions have recently been published. The model proposed by Ettrick (1986) is based on conditional probability distributions, while Smith and Karr (1986) relate the rate of exceedence of the critical level of interest to relevant covariates. Both models are fitted to a 1000 year synthetic data set, to compare the results with empirically derived immediate and 30 day ahead risk estimates. After some modifications to the Smith and Karr model, both models demon

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4

ESTEVES, GHEISA ROBERTA TELLES. "SHORT TERM LOAD FORECASTING MODELS." PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 2003. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=3715@1.

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CONSELHO NACIONAL DE DESENVOLVIMENTO CIENTÍFICO E TECNOLÓGICO<br>Aplicação de duas metodologias, para prever e modelar o comportamento de uma serie temporal de carga de energia elétrica, a serie histórica de carga elétrica horária de uma das concessionárias de energia elétrica do sudeste brasileiro, a ESCELSA. Foram aplicadas as metodologias de amortecimento direto, e uma metodologia recente, o método de Holt-Winters com múltiplos ciclos. Ambas as metodologias são utilizadas para fazer previsão horária de carga de energia elétrica, portanto, é feita, previsão 24 passos a frente.<br>Appl

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5

Bai, Xiwen. "Forecasting short term trucking rates." Thesis, Massachusetts Institute of Technology, 2018. http://hdl.handle.net/1721.1/117796.

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Thesis: M. Eng. in Supply Chain Management, Massachusetts Institute of Technology, Supply Chain Management Program, 2018.<br>This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.<br>Cataloged student-submitted from PDF version of thesis.<br>Includes bibliographical references (pages 79-83).<br>Transportation costs constitute an important part of total logistics costs and have a dramatic impact on all kinds of decisions across the supply chain. Accurate estimation of transportation costs can help shippe

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6

Olieman, J. F. "Infantile Short Bowel Syndrome: short and long term evaluation." [S.l.] : Rotterdam : [The Author] ; Erasmus University [Host], 2009. http://hdl.handle.net/1765/14961.

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7

Gohil, Risha. "Short term physiological changes secondary to exercise in intermittent claudication : short term physiological changes in claudication." Thesis, University of Hull, 2013. http://hydra.hull.ac.uk/resources/hull:10090.

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Background: In patients with intermittent claudication (IC), supervised exercise programmes (SEP) improve walking distance and quality of life (QoL); however the mechanisms by which these benefits are achieved remain unclear. Endothelial dysfunction is recognised as a trigger of the atheroinflammatory cascade and subsequent cardiovascular disease. In health, training improves cardiorespiratory physiology, inflammation and endothelial function. Changes in cardiorespiratory physiology, inflammatory markers and endothelial function are contradictory in IC. Objectives: This thesis aimed to assess

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8

Wang, Yang. "Modeling of Ultracapacitor Short-term and Long-term Dynamic Behavior." University of Akron / OhioLINK, 2008. http://rave.ohiolink.edu/etdc/view?acc_num=akron1217029983.

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9

Estalrich-Lopez, Juan. "Short-term operation of surface reservoirs within long-term goals." Diss., The University of Arizona, 1989. http://hdl.handle.net/10150/184854.

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A stochastic dynamic programming model (called P.B.S.D.P.) based on the consideration of peak discharge and time between peaks as two stochastic variables has been used to model and to solve a reservoir operation problem. This conceptualization of the physical reality allows to solve, in this order, the tactical and strategic operation of surface reservoirs. This P.B.S.D.P. model has been applied to the Sau reservoir in the Northeastern corner of Spain. The results showed a significant improvement over the currently used operation procedure, yielding values of yearly average electricity produc

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10

Jassim, Aimon. "Short-term train crew rescheduling problem /." Leeds : University of Leeds, School of Computer Studies, 2008. http://www.comp.leeds.ac.uk/fyproj/reports/0708/Jassim.pdf.

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11

Henson, Richard Nevill Astley. "Short-term memory for serial order." Thesis, University of Cambridge, 1996. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.396139.

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12

Balmer, L. "Short term spectral estimation with applications." Thesis, University of Warwick, 1986. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.373072.

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13

SOARES, LACIR JORGE. "ESSAYS ON SHORT-TERM LOAD FORECASTING." PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 2003. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=4438@1.

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A previsão de carga é considerada uma poderosa ferramenta no controle e planejamento de sistemas elétricos. Um grande número de pesquisadores têm sugerido, recentemente, diversas técnicas para previsão de carga a curto prazo. Este trabalho estuda a aplicabilidade de modelos lineares. O trabalho pretende ser uma base para uma aplicação real de previsão. Os modelos foram desenvolvidos e testados com dados reais de carga de uma empresa de eletricidade situada no sudeste de Brasil. Todos os modelos são propostos para dados secionais, isto é, a série de carga de cada hora é estudada separ

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14

Vedam, Hima. "Short-term hypoxia and arterial stiffness." Thesis, The University of Sydney, 2007. https://hdl.handle.net/2123/28093.

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The studies in this thesis assess the ventilatory and vascular effects of short-term awake isocapnic hypoxia in healthy subjects and those with obstructive sleep apnoea (OSA). The particular focus of this thesis is the impact of the hypoxic stimulus on indices of arterial stiffness, in particular the augmentation index (AIx) and time to reflection (Tr). The role of nitric oxide in this response in healthy subjects is also examined.

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15

Melly, Nicholas Kipchirchir. "Short-term solar forecasting for microgrids." Thesis, Melly, Nicholas Kipchirchir (2019) Short-term solar forecasting for microgrids. Masters by Coursework thesis, Murdoch University, 2019. https://researchrepository.murdoch.edu.au/id/eprint/51339/.

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This thesis explores the need and application of short-term solar forecasting (STSF) in microgrids. Among several solar forecasting methods, a justification for the choice of sky imaging tools as a preferred method for STSF in microgrids is provided. The rapid increase in the uptake of solar PV in the electricity grid has shown a convergence in research in the fields of solar forecasting and management of the electricity grid. This energy transition from fossil fuel powered generation to renewable energy generation characterised by consumer-controlled energy generation and the emergence of

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16

Aghasian, Mostafa. "Three essays on short term credit." Electronic Thesis or Diss., Université Paris sciences et lettres, 2024. http://www.theses.fr/2024UPSLD004.

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Cette thèse explore le rôle des structures « shadow banking » dans différents contextes d'offre de crédit à court terme. La thèse se compose de trois chapitres servant d’articles de recherche indépendants. Chaque chapitre analyse les interactions stratégiques entre les intermédiaires financiers, les entreprises et les organismes de réglementation. Dans le premier chapitre, le rôle des « captive banks » dans la fourniture d'informations de suivi à la société mère est évalué. Dans le deuxième chapitre, le rôle de la disponibilité des instruments de gestion des risques financiers sur l’offre de c

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17

Cumming, N. "The Hebb effect : investigating long-term learning from short-term memory." Thesis, University of Cambridge, 2001. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.598214.

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How do we learn a sequence of items so we can remember it not only over the short-term, as in hearing a phone-number and repeating it back, but over the long term? Ten experiments are presented that investigate this problem using the Hebb repetition effect (Hebb, 1961). In a canonical Hebb effect experiment, lists of familiar items are presented in an immediate serial recall task and one list is repeatedly presented at regular intervals. This leads to an improvement in recall for the repeating list over baseline performance. Existing models of serial order learning are tested; Chapter 2 provid

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18

Wargentin, Robin. "Long-term and Short-term Forecasting Techniques for Regional Airport Planning." Thesis, KTH, Matematisk statistik, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-190839.

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The aim of this thesis is to forecast passenger demand in long term and short term perspectives at the Airport of Bologna, a regional airport in Italy with a high mix of low cost traﬃc and conventional airline traﬃc. In the long term perspective, time series are applied to forecast a signiﬁcant growth of passenger volumes in the airport in the period 2016-2026. In the short term perspective, time-of-week passenger demand is estimated using two non-parametric techniques; local regression (LOESS) and a simple method of averaging observations. Using cross validation to estimate the accuracy of th

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19

Tsiu, Matsepe Modikeng Theodore. "Testing the Long-Term Profitability of the Short-Term Reversal Strategy." Master's thesis, Faculty of Commerce, 2019. https://hdl.handle.net/11427/32074.

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The purpose of this investigation was to test the theoretical possibility of an investor earning a positive cash return from the activities of the stock market despite effectively holding no position at all in said market. The sample data were the daily returns for the shares of the 780 companies listed on the NASDAQ and the New York Stock Exchange (“NYSE”), which fell within the top 500 listed companies by market capitalisation between 1 January 2005 and 31 December 2017. The reversal strategy’s performance was evaluated using portfolios constructed as quantiles of 100 or 500 shares, respecti

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20

Kalm, Kristjan. "Chunk formation in verbal short term memory." Thesis, University of Cambridge, 2012. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.609987.

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21

Alexander, Justin. "Short-Termism and Corporate Myopia: The Values Assigned by the Market to Short-Term and Long-Term Firms." Scholarship @ Claremont, 2017. http://scholarship.claremont.edu/cmc_theses/1499.

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Short-termism and myopia on the part of corporate managers, analysts, and investors have created a business environment driven by the excessive focus on short-term results and the need to meet earnings targets at the expense of long-term value creation. These are accompanied by numerous consequences, including the potential for short-term-oriented firms, particularly in the U.S., to lag behind global long-term-oriented firms, as well as the potential for short-term mindsets in the corporate world to catalyze financial crises. In this paper, I demonstrate that the market generally assigns highe

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22

Öhman, Jesper, and Knut Benson. "How Short-term Leasing Can Mitigate Vacancies in Retail Stores : Implementing Short-term Leasing in the Retail Industry." Thesis, KTH, Fastigheter och byggande, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-297782.

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Retail is changing. E-commerce is increasing its percentage of total sales while physical storesare closing. This affects how real estate companies work with retail spaces to minimizevacancies, and short-term leasing, also called pop-up stores, is one way to do so. Pop-ups haveexisted in different forms for a very long time. Seasonal stores and farmers markets are twoexamples. The modern-day pop-up, assessed and discussed in this study, is the one not alwaysused for sales purposes but also marketing purposes. This study aims to see how modern-daypop-ups can fill the void left by rapidly closin

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23

Yu, Chunhui. "Managing risk with short term futures contracts." Thesis, [Tuscaloosa, Ala. : University of Alabama Libraries], 2009. http://purl.lib.ua.edu/2138.

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24

Degerli, Ahmet. "Short-term Industrial Production Forecasting For Turkey." Master's thesis, METU, 2012. http://etd.lib.metu.edu.tr/upload/12614689/index.pdf.

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This thesis aims to produce short-term forecasts for the economic activity in Turkey. As a proxy for the economic activity, industrial production index is used. Univariate autoregressive distributed lag (ADL) models, vector autoregressive (VAR) models and combination forecasts method are utilized in a pseudo out-of-sample forecasting framework to obtain one-month ahead forecasts. To evaluate the models&rsquo<br>forecasting performances, the relative root mean square forecast error (RRMSFE) is calculated. Overall, results indicate that combining the VAR models with four endogenous variables yie

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25

Cicconi, Claudia. "Essays on macroeconometrics and short-term forecasting." Doctoral thesis, Universite Libre de Bruxelles, 2012. http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/209660.

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The thesis, entitled "Essays on macroeconometrics and short-term forecasting",<p>is composed of three chapters. The first two chapters are on nowcasting,<p>a topic that has received an increasing attention both among practitioners and<p>the academics especially in conjunction and in the aftermath of the 2008-2009<p>economic crisis. At the heart of the two chapters is the idea of exploiting the<p>information from data published at a higher frequency for obtaining early estimates<p>of the macroeconomic variable of interest. The models used to compute<p>the nowcasts are dynamic models conceived f

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26

Huisken, Giovanni. "Inter-urban short-term traffic congestion prediction." Enschede : University of Twente [Host], 2006. http://doc.utwente.nl/57639.

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27

Bédard, Joël. "Improvement of short-term numerical wind predictions." Mémoire, École de technologie supérieure, 2010. http://espace.etsmtl.ca/296/1/B%C3%A9dard_Jo%C3%ABl.pdf.

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Avec la croissance soutenue de l’énergie éolienne sur les marchés énergétiques, les opérateurs des réseaux électriques ont de plus en plus de défis à relever en matière d’équilibrage de réseau, le tout afin de minimiser les coûts associés à la gestion des autres sources énergétiques. Le vent étant une source énergétique variable, la prévision de la puissance éolienne est donc l’une des solutions qui permettra à ce type d’énergie de devenir viable du point de vue économique, tant sur les marchés régulés que dans les marchés ouverts. Dorénavant, il semble qu’il y ait un besoin urgent pour

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28

Hall, Debbora. "Memory for rhythm and short-term memory." Thesis, University of York, 2008. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.495877.

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29

Hu, Jun. "Short-term congestion prediction for vehicle navigation." Thesis, Imperial College London, 2011. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.535007.

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30

Dahmen, Johannes C. "Short-Term Plasticity in the Auditory System." Thesis, University of Oxford, 2010. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.525284.

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31

Rindzevičius, Vytautas. "Short-term effects of controlled conservation burning." Thesis, Uppsala universitet, Institutionen för biologisk grundutbildning, 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-234965.

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In this study, the immediate and short term (three months) effects of conservation burning have been investigated in coniferous forests in southeastern Sweden. Five tree species were investigated Picea abies (Norway spruce), Pinus sylvestris (Scots pine), Populus tremula (aspen), Betula pendula (silver birch) and Betula pubescens (downy birch), as well as ground vegetation of mosses, dwarf shrubs and ground lichens. Burning increased the proportion of live deciduous tree shoots from 51 % to 81 % and the live tree shoot size distribution of four tree species was significantly changed by fire. F

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32

Elkins, Ronald D. "Short-term planning and forecasting for petroleum." Thesis, Monterey, California. Naval Postgraduate School, 1988. http://hdl.handle.net/10945/23389.

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The Defense Fuel Supply Center (DFSC) has, in recent past, been unable to adequately forecast for short-term petroleum requirements. This has resulted in inaccurate replenishment quantities and required short notice corrections which interrupted planned resupply methods. The relationship between the annual CINCLANTFLT DFM budget and sales from the the Norfolk Defense Fuel Support Point (DFSP) is developed and the past sales data from the Norfolk DFSP is used to construct seasonality indices. Finally, the budget/sales relationship is combined with the seasonality indices to provide a new foreca

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33

Gilburt, Simon John Arthur. "Psychopharmacological aspects of short-term information processing." Thesis, University of Leeds, 1990. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.277353.

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34

Brennan, Richard John. "Novel short-term tests for environmental carcinogens." Thesis, University of Warwick, 1992. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.357499.

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35

Thorn, Annabel S. C. "Language specialisation in verbal short-term memory." Thesis, University of Bristol, 1998. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.266906.

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36

Mikan, Kathrin Angela Maria. "Verbal short-term memory and vocabulary learning." Thesis, University of Sussex, 2013. http://sro.sussex.ac.uk/id/eprint/44799/.

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This thesis addressed two key issues. The first was the extent to which verbal short-term memory (STM) for item and order information can be differentiated in terms of their underlying neural mechanisms. The second was to analyze the relative contributions of item and order STM to vocabulary learning in bilingual (BL) and monolingual (ML) children and ML adults. The first issue was addressed with four studies. Three used electroencephalography (EEG) with ML adults, BL adults and ML children. The aim was to determine whether there is any evidence that the two types of verbal STM have different

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37

Santos, Gustavo Sato dos. "Towards short-term forecasting of ventricular tachyarrhythmias." Thesis, Massachusetts Institute of Technology, 2006. http://hdl.handle.net/1721.1/41620.

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Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2006.<br>Includes bibliographical references (p. 48-49).<br>This thesis reports the discovery of spectral patterns in ECG signals that exhibit a temporal behavior correlated with an approaching Ventricular Tachyarrhythmic (VTA) event. A computer experiment is performed where a supervised learning algorithm models the ECG signals with the targeted behavior, applies the models on other signals, and analyzes consistencies in the results. The procedure was successful in discovering patter

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38

Allcroft, David John. "Statistical models for short-term animal behaviour." Thesis, University of Edinburgh, 2001. http://hdl.handle.net/1842/11132.

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This thesis aims to identify appropriate methods for the modelling of animal behaviour data, and in the wider context, any time series of categorical data. We make extensive use of a large dataset of cow feeding behaviour, consisting of full feeding records for a number of cows over one month, the data taking the form of binary time series, i.e. feeding/non-feeding periods. After initial exploratory data analysis, we go on to investigate three classes of model: latent Gaussian, hidden Markov and semi-Markov. The latent Gaussian model assumes the binary data occur from the thresholding of an un

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Nigrini, L. B., and G. D. Jordaan. "Short term load forecasting using neural networks." Journal for New Generation Sciences, Vol 11, Issue 3: Central University of Technology, Free State, Bloemfontein, 2013. http://hdl.handle.net/11462/646.

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Published Article<br>Several forecasting models are available for research in predicting the shape of electric load curves. The development of Artificial Intelligence (AI), especially Artificial Neural Networks (ANN), can be applied to model short term load forecasting. Because of their input-output mapping ability, ANN's are well-suited for load forecasting applications. ANN's have been used extensively as time series predictors; these can include feed-forward networks that make use of a sliding window over the input data sequence. Using a combination of a time series and a neural network pr

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40

Leon, Ojeda Luis. "Short-term multi-step ahead traffic forecasting." Thesis, Grenoble, 2014. http://www.theses.fr/2014GRENT081/document.

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Dans le cadre des systèmes de transport intelligents (ITS), cette thèse concerne la conception d'une méthodologie de prédiction, en temps réel et pour différents horizons, du temps de parcours à partir des données de vitesse et de débit d'une route instrumentée. Pour atteindre cet objectif, deux approches sont considérées dans cette thèse. La première approche, dite « sans modèle », utilise exclusivement des mesures de vitesse. Grâce à l'utilisation astucieuse des données historiques, nous avons résolu le problème de prédiction comme étant un problème de filtrage. Pour ce faire, des données hi

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Jay, Oliver Edward. "Short-term fingertip contact with cold materials." Thesis, Loughborough University, 2002. https://dspace.lboro.ac.uk/2134/33785.

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Typically, industry workers are exposed to, and may touch, either accidentally or intentionally, many surfaces of different materials (e g machine parts, walls etc.) For environments containing hot surfaces, standards are available to determine the temperature limits for these surfaces in order to minimise safety risks (skin bums, EN 563 1994). However, no such standard is available for cold surfaces and for those working in such a cold environment, accidental skin contact exposure and the resultant skin cooling could pose a health and safety risk in terms of discomfort, pain, numbness and ski

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Garisch, Jarryd. "Short-term return reversion on the JSE." Master's thesis, University of Cape Town, 2013. http://hdl.handle.net/11427/12331.

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Includes abstract.<br>This study explores the existence of mean reversion in returns on the Johannesburg Stock Exchange (JSE). Finding that most research on the JSE applies to the long term, this paper investigates mean reversion across relatively shorter periods. Thus investment horizons between 1 and 30 days are considered. This paper finds that the standard short-term reversal strategy can be improved upon by a double application of the strategy. Furthermore, return reversal are found to be strongest when comparing prior 5 day returns with future 5 day returns. The best strategy is found to

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Voráček, Lukáš. "Quantitative approach to short-term financial planning." Master's thesis, Vysoká škola ekonomická v Praze, 2011. http://www.nusl.cz/ntk/nusl-113571.

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The aim of this study is to certify the legitimacy of employing quantitative methods in the day-to-day business practice. The task is approached as a case study of a real-life financial planning process. I work with the financial data of POS Media Czech Republic (a media company providing point-of-sale advertising solutions). My intention is to simulate the projection of a pro forma income statement with the use of quantitative methods. More specifically, I am applying time series prediction techniques in order to forecast POS Media's sales. The goal is, first, to demonstrate that quantitative

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Jones, Erle Baxter 1953. "Short-term variation during asbestos abatement activities." Thesis, The University of Arizona, 1987. http://hdl.handle.net/10150/276531.

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The fibrous aerosol monitor (FAM) was designed to count fibrous particulates as accurately as the standard method, P & CAM 239, now NIOSH 7400. The Hi-Vol (HV) method, a modification of the standard method, was developed to collect fibers over a shorter time interval (i.e., 10-minutes) with the same accuracy as the standard method. The current study sought to compare the HV method with the FAM to assess its validity in measuring airborne asbestos levels and to assess the importance of short-term variation in asbestos levels in determining appropriate respiratory protection. Correlation between

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Dogan, Gamze. "Grid reliability assessment for short-term planning." Doctoral thesis, Universite Libre de Bruxelles, 2018. https://dipot.ulb.ac.be/dspace/bitstream/2013/276775/3/Content.docx.

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With the increasing amount of renewable and difficult-to-forecast generation units, Transmission System Operators (TSO) face new challenges to operate the grid properly. The deterministic N-1 criterion is currently used to assess grid reliability. This criterion states that the loss of an active component should not trigger the violation of operational constraints. It has been chosen in the conventional context of electricity in which large units produced power transmitted to the consumer through the transmission and the distribution systems. The renewable energy sources, the distributed gener

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HUANG, JIAN-KAI, and 黃建凱. "Short-Term Electric Load Forecasting Model Using Long Short-Term Memory." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/3wr7cn.

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碩士<br>逢甲大學<br>電機工程學系<br>107<br>The smart grid is considered to be a highly complex system, and its effective management is a huge challenge. Load forecasting is closely related to the development of power systems, such as energy market analysis, economic dispatch and safety assessment, and has therefore been identified as a key issue in how to effectively manage the grid. How to effectively use the vast amount of information provided by smart meters will be the focus of future research. This paper proposes three short-term load forecasting architectures based on Long short-term memory neural n

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Lee, Meng-Hsuan, and 李孟軒. "Short-term Load Forecasting with Clustering and Long-Short Term Memory Model." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/3q54gw.

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碩士<br>國立中山大學<br>應用數學系研究所<br>107<br>This study discusses the effects of cluster analysis methods (K-medoids) and long-short term memory (LSTM) neural network models on short-term load electricity forecasts.We use the historical load data, as well as the actual and predicted temperatures from 2015 to 2018 provided by the Central Weather Service to build forecasting model for future load prediction. First, we apply cluster analysis by grouping the power and temperature data, combining the periodic basis function as the input variable of the model used by the Recurrent Neural Network (RNN) of Jian

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Chen, Chien-Hung, and 陳建宏. "Short-Term Interest Forecasting." Thesis, 2004. http://ndltd.ncl.edu.tw/handle/14917380315502711491.

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碩士<br>淡江大學<br>財務金融學系碩士在職專班<br>92<br>This research is majority adopted time series econometric model as a forecasting approach. We try to find a reasonable and efficient model for predicting Taiwan’s short-term interest rate. Through the research process, we compare with GARCH, Markov Switching and Constant Intensity Jump Model to identify the best performance econometric model. The result indicates that Constant Intensity Jump Model would be the best by the three kind of measurement tool (MAD, RMSE and MAPE). Conclusion, base on basic GARCH Model, and considering the factor of struc

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WU, XIAN-CAI, and 吳賢財. "Short-term load forecasting." Thesis, 1991. http://ndltd.ncl.edu.tw/handle/33477606622790175959.

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LI, YONG-SHENG, and 李勇昇. "SHORT-TERM GENERATION RELIABILITY." Thesis, 1988. http://ndltd.ncl.edu.tw/handle/68887988934739525482.

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