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Dissertations / Theses on the topic 'Long Short-Term'

Author: Grafiati

Published: 2 June 2025

Last updated: 31 July 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

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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3

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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4

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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5

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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6

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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7

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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8

Gers, Félix. "Long short-term memory in recurrent neural networks /." [S.l.] : [s.n.], 2001. http://library.epfl.ch/theses/?nr=2366.

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9

Kylefors, Katarina. "Landfill leachate management : short and long term perspectives." Licentiate thesis, Luleå tekniska universitet, 1997. http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-18352.

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10

Hesselman, Susanne. "Caesarean Section : Short- and long-term maternal complications." Doctoral thesis, Uppsala universitet, Obstetrik & gynekologi, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-327934.

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Caesarean section is a common major surgical procedure and long-term complications have not been fully investigated. By longitudinal population based register studies, based on National health registers and medical data records, maternal complications after caesarean delivery at subsequent labour (N=7 683), among extremely preterm births (N=406), and at remote gynaecologic surgery (N=25 354) were explored. In Paper I, uterine closure was investigated in respect to uterine rupture in a subsequent delivery after caesarean section. Uterine rupture occurred in 1.3 % of women with a previous caesar

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11

Li, Yishan. "Short-term and long-term reliability studies in the deregulated power systems." Texas A&M University, 2005. http://hdl.handle.net/1969.1/3113.

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The electric power industry is undergoing a restructuring process. The major goals of the change of the industry structure are to motivate competition, reduce costs and improve the service quality for consumers. In the meantime, it is also important for the new structure to maintain system reliability. Power system reliability is comprised of two basic components, adequacy and security. In terms of the time frame, power system reliability can mean short-term reliability or long-term reliability. Short-term reliability is more a security issue while long-term reliability focuses more on the iss

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12

Yeates, Martin Paul. "Understanding the relationships between short-term feeding behaviour and long-term intake." Thesis, University of Edinburgh, 2003. http://hdl.handle.net/1842/27727.

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The prediction of animal performance under a variety of conditions has long been a goal within animal science. Because animal performance is a function of food intake this has to be predicted if performance is to be effectively modelled. Analysis of short-term feeding behaviour may give insight into the regulation of feed intake allowing better models of intake to be constructed. This thesis examines in detail the short-term feeding behaviour of dairy cows to better understand food intake regulation. Feeding behaviour consists of feeding events separated by non-feeding intervals. Feeding event

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13

Burgess, John Robert Martin E. Davis. "Efficacy of long-term and short-term residential substance abuse treatment modalities." Auburn, Ala., 2005. http://repo.lib.auburn.edu/2005%20Fall/Thesis/BURGESS_JOHN_18.pdf.

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14

Gose, Brian K. "Foreign Corrupt Bribery Act: Long-term Benefits Should Outweigh Short-term Burdens." Scholarship @ Claremont, 2011. http://scholarship.claremont.edu/cmc_theses/297.

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The purpose of this thesis is to examine the Foreign Corrupt Practices Act. Specifically, do long-term benefits from the FCPA outweigh short-term burdens? The paper begins with a short Introduction that provides a roadmap for the overall thesis. Chapter I discusses the business and economic environment of America during the 1970s. Specifically, the focus is on the Watergate scandal and how it played a crucial role in the enactment of the FCPA. Chapter II explains and analyzes specific provisions of the FCPA. It also demonstrates the FCPA‟s relationship to the Securities and Exchange Act of 193

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15

Simmons, Sean. "Determinants of Box Office Revenue: A Short-term vs. Long-term Comparison." Scholarship @ Claremont, 2012. http://scholarship.claremont.edu/cmc_theses/486.

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Producing, marketing, and releasing movies in theatres is extremely risky, with many different variables affecting its success. In order to reduce the number of failures, it is essential that the drivers of box office performance are understood by studio managers. This paper examines the combined effect of movie characteristics and studio actions on short-term and long-term box office revenues. These factors are tested using OLS regressions to determine significance of each. The results indicate that release strategy has the biggest effect on opening weekend box office revenue, which is proven

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16

Bailey, Tony J. "Neuromorphic Architecture with Heterogeneously Integrated Short-Term and Long-Term Learning Paradigms." University of Cincinnati / OhioLINK, 2019. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1554217105047975.

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17

Simner, Julia Claire. "Engaging long and short term memory during anaphor comprehension." Thesis, University of Sussex, 2001. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.368489.

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This research investigates how memory representations are activated and associated when making inferences in language, and in particular during the comprehension of anaphors (Le. co-referring expressions). Experiments 1 to 6 investigate 'do it' comprehension (e.g. John bought a newspaper. He did it while the others were out). Experiments 1 and 2 (offline sentence-completion tasks) show that 'do it' processing is sensitive to both NPs (a newspaper) and VPs (bought a newspaper) in the preceding context, and to specific lexical properties of the preceding NPs. With similar tasks, Experiments 3 an

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18

Manderson, J. G. "Diabetic pregnancy : determinants of short and long term outcome." Thesis, Queen's University Belfast, 2001. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.395371.

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19

Shojaee, Ali B. S. "Bacteria Growth Modeling using Long-Short-Term-Memory Networks." University of Cincinnati / OhioLINK, 2021. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1617105038908441.

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20

Yang, Tianshu. "Electric Load Forecasting Using Long Short-term Memory Algorithm." VCU Scholars Compass, 2019. https://scholarscompass.vcu.edu/etd/6027.

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Abstract Power system load forecasting refers to the study or uses a mathematical method to process past and future loads systematically, taking into account important system operating characteristics, capacity expansion decisions, natural conditions, and social impacts, to meet specific accuracy requirements. Dependence of this, determine the load value at a specific moment in the future. Improving the level of load forecasting technology is conducive to the planned power management, which is conducive to rationally arranging the grid operation mode and unit maintenance plan, and is conducive

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21

Mestre, Adrover Miquel Angel. "Data center optical networks : short- and long-term solutions." Thesis, Evry, Institut national des télécommunications, 2016. http://www.theses.fr/2016TELE0022/document.

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Les centres de données deviennent de plus en plus importants, allant de petites fermes de serveurs distribuées à des grandes fermes dédiées à des tâches spécifiques. La diffusion de services "dans le nuage" conduit à une augmentation incessante de la demande de trafic dans les centres de données. Dans cette thèse, nous étudions l'évolution des réseaux dans les centres de données et proposons des solutions à court et à long terme pour leur intra-connexion physique. Aujourd'hui, la croissance de la demande de trafic met en lumière la nécessité urgente d’interfaces à grande vitesse capables de fa

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Mestre, Adrover Miquel Angel. "Data center optical networks : short- and long-term solutions." Electronic Thesis or Diss., Evry, Institut national des télécommunications, 2016. http://www.theses.fr/2016TELE0022.

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Les centres de données deviennent de plus en plus importants, allant de petites fermes de serveurs distribuées à des grandes fermes dédiées à des tâches spécifiques. La diffusion de services "dans le nuage" conduit à une augmentation incessante de la demande de trafic dans les centres de données. Dans cette thèse, nous étudions l'évolution des réseaux dans les centres de données et proposons des solutions à court et à long terme pour leur intra-connexion physique. Aujourd'hui, la croissance de la demande de trafic met en lumière la nécessité urgente d’interfaces à grande vitesse capables de fa

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23

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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24

Rahimi, Azadeh. "Essays on the Causal Relationship Between Short-Term and Long-Term Interest Rates." Thèse, Université d'Ottawa / University of Ottawa, 2014. http://hdl.handle.net/10393/31157.

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This thesis is about the causal relationship between interest rates. In chapter 1, with the help of time-series econometrics and by applying linear Granger causality tests based on the Toda-Yamamoto approach, the linear causality directions between the federal funds rate and five different interest rates during the last seven business cycles in the U.S. are investigated. We also examine the linear Granger causality directions between the overnight rate and five other interest rates during the last three business cycles in Canada. In chapter 2, the Diks and Panchenko Granger causality test is

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25

Taverney, Kathryn Cotariu. "The Perceived Long-Term Benefits of Short Term Study Abroad| A Case Study." Thesis, Northcentral University, 2016. http://pqdtopen.proquest.com/#viewpdf?dispub=10124238.

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<p> In the field of foreign language learning, there is much literature regarding the necessity of concurrent language and cultural competence acquisition, particularly in the 21<sup>st</sup> century global community. The United States is the only industrialized nation in the world that does not require advanced foreign language study of its scholars. There is considerable resistance of individuals to foreign language acquisition and cultural adaptation, under the assumption that “everyone else” will speak English and will conduct business the same way we Americans do. While it is

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26

Yiu, Wing Nam. "Finite element analysis of short-term and long-term building response to tunnelling." Thesis, University of Oxford, 2018. http://ora.ox.ac.uk/objects/uuid:3c300067-bc24-4312-97d9-f92a3d37abc6.

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Tunnelling in urban areas causes short-term and long-term ground movements under existing buildings. Finite element analysis provides a useful option for assessing the likely extent of damage induced in these buildings. Although finite element analysis is suggested to be used in the later phases of the building damage assessment procedures employed in practice, only the effect of short-term ground movements is typically considered and there are no detailed guidelines on the specification and complexity of the modelling. This thesis addresses the tunnel-soil-building interaction problem and the

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27

Yangyang, Wen. "Sensor numerical prediction based on long-term and short-term memory neural network." Thesis, Mittuniversitetet, Institutionen för informationssystem och –teknologi, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:miun:diva-39165.

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Many sensor nodes are scattered in the sensor network,which are used in all aspects of life due to their small size, low power consumption, and multiple functions. With the advent of the Internet of Things, more small sensor devices will appear in our lives. The research of deep learning neural networks is generally based on large and medium-sized devices such as servers and computers, and it is rarely heard about the research of neural networks based on small Internet of Things devices. In this study, the Internet of Things devices are divided into three types: large, medium, and small in ter

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28

Chichlowska, Kristal L. Heiss Gerardo. "Short-term and long-term changes of select electrocardiogram variables preceding heart failure." Chapel Hill, N.C. : University of North Carolina at Chapel Hill, 2009. http://dc.lib.unc.edu/u?/etd,2445.

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Thesis (Ph. D.)--University of North Carolina at Chapel Hill, 2009.<br>Title from electronic title page (viewed Sep. 3, 2009). "... in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Department of Epidemiology, Gillings School of Global Public Health." Discipline: Epidemiology; Department/School: Public Health.

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29

Williams, Roxanne. "Short and long-term performance of Canadian TSE-listed acquirers." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 2001. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp04/MQ59292.pdf.

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30

Hodgson, D. A. "The short and long term electric strength of polyethylene insulation." Thesis, University of Southampton, 1988. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.384272.

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31

Stachula, Paulina. "Short and long term low temperature responses in Arabidopsis thaliana." Doctoral thesis, Umeå universitet, Institutionen för fysiologisk botanik, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-107647.

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A unique aspect of plant biology is their ability to respond very rapidly to shifts in their ever-changing environment. To do this, plants need to have evolved mechanisms that enable them to sense their environment and to rapidly respond to different stresses and different combinations of stress. The main focus of my thesis has been on plant responses to low temperature. One way in which the plant cell is thought to sense low temperature is via the rigidification of the plasma membrane that occurs when the temperature falls rapidly. I showed that CRMK1, a leucine-rich-repeat-receptor-like kina

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32

Costa, Rui Ponte. "Modelling short and long-term synaptic plasticity in neocortical microcircuits." Thesis, University of Edinburgh, 2015. http://hdl.handle.net/1842/17604.

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Learning and memory storage is believed to occur at the synaptic connections between neurons. During the last decades it has become clear that synapses are plastic at short and long time scales. Furthermore, experiments have shown that short and long-term synaptic plasticity interact. It remains unclear, however, how is this interaction implemented and how does it impact information processing and learning in cortical networks. In this thesis I present results on the mechanisms and function of this interaction. On the mechanistic level this form of plasticity is known to rely on a presynaptic

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33

Tolentino, Rodrigo Andrade. "Aftermarket short covering in ipos and long-term stock liquidity." reponame:Repositório Institucional do FGV, 2009. http://hdl.handle.net/10438/2789.

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Made available in DSpace on 2010-04-20T20:58:13Z (GMT). No. of bitstreams: 4 Rodrigo_Andrade_Tolentino.pdf.jpg: 17569 bytes, checksum: 694cfad8e417c71da95ec100055a8cbb (MD5) Rodrigo_Andrade_Tolentino.pdf.txt: 59602 bytes, checksum: 64bdba78b296f2a7a8ae36e0ecd10c2f (MD5) Rodrigo_Andrade_Tolentino.pdf: 464784 bytes, checksum: 106b0f6ad39a2dea96c0d1cbd2af440c (MD5) license.txt: 4820 bytes, checksum: 59e78f48285d651ee2193a508a46b954 (MD5) Previous issue date: 2009-07-28T00:00:00Z<br>This study investigates the effect of the aftermarket short covering (ASC) carried out by the underwriter dur

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Zolghadri, Navid. "Short and Long-Term Structural Health Monitoring of Highway Bridges." DigitalCommons@USU, 2017. https://digitalcommons.usu.edu/etd/5626.

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Structural Health Monitoring (SHM) is a promising tool for condition assessment of bridge structures. SHM of bridges can be performed for different purposes in long or short-term. A few aspects of short- and long-term monitoring of highway bridges are addressed in this research. Without quantifying environmental effects, applying vibration-based damage detection techniques may result in false damage identification. As part of a long-term monitoring project, the effect of temperature on vibrational characteristics of two continuously monitored bridges are studied. Natural frequencies of the str

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35

Young, David K. "Promoting short-term missions as a means of making long-term disciples at the Westfield Evangelical Free Church." Theological Research Exchange Network (TREN), 2008. http://www.tren.com/search.cfm?p006-1591.

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36

Butterfield, Michael. "The effects of ethanol on short-term and long-term memory in Caenorhabditis elegans." Thesis, University of British Columbia, 2007. http://hdl.handle.net/2429/31550.

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In this thesis I have used the model organism Caenorhabditis elegans to investigate the effects of ethanol exposure on learning and memory. In the first part of this thesis I identified how ethanol affects the formation of long-term memory for habituation training. I administered ethanol during long-term memory training and found that high doses of ethanol significantly impair the formation of long-term memory. Next, I examined if ethanol was having an effect on the kinetics of short-term habituation and I found that ethanol exposure significantly altered the rate of habituation when stimuli w

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Luo, Gang Liu Mian. "Dynamic links between short-term deformation and long-term tectonics a finite element study /." Diss., Columbia, Mo. : University of Missouri--Columbia, 2009. http://hdl.handle.net/10355/6966.

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Title from PDF of title page (University of Missouri--Columbia, viewed on Feb 26, 2010). The entire thesis text is included in the research.pdf file; the official abstract appears in the short.pdf file; a non-technical public abstract appears in the public.pdf file. Dissertation advisor: Dr. Mian Liu. Vita. Includes bibliographical references.

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38

Masaya, Miura. "Individual conceptions about the future : comparison of long-term and short-term oriented people." Thesis, Queensland University of Technology, 1994. https://eprints.qut.edu.au/36273/1/36273_Miura_1994.pdf.

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Having a long-term future orientation is generally considered a socially desirable characteristic. Today, particularly, with the approaching global biological and social problems, the importance of future orientation is being increasingly recognised. In this sense, the introduction of future orientation studies should be seriously considered in education. In fact, there is already such a movement in school education. In order to develop such a program, however, further research in this area is needed. This study is an exploratory study designed to serve as a basis for further research. It cont

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Al-Sharkas, Adel. "Short-Term, Long-Term, and Efficiency Impacts of Recent Mergers and Acquisitions in the U.S. Banking Industry." ScholarWorks@UNO, 2004. http://scholarworks.uno.edu/td/208.

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This dissertation examines the wealth effects of bank mergers on bidder, target, and combined firm shareholders for a sample of 785 mergers during the period 1980-2000. The dissertation employs two unique bank event study methodologies to calculate abnormal returns for bidder, target and combined firms. The first methodology is a modified market model that controls for shocks common to the banking industry. The second is an EGARCH (1,1) model that adjusts for the violated regression assumptions of the traditional market model event study. Namely, it controls for the linearity assumpti

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Sdrulla, Dan Alexandru. "Adenosine-dependent short- and long-term changes in hippocampal synaptic plasticity /." Connect to full text via ProQuest. IP filtered, 2005.

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Thesis (Ph.D. in Neuroscience) -- University of Colorado, 2005.<br>Typescript. Includes bibliographical references (leaves 96-111). Free to UCDHSC affiliates. Online version available via ProQuest Digital Dissertations;

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Takeuchi, Mitsuru. "THE SHORT-AND LONG-TERM VARIATIONS OF BLACK HOLE ACCRETION DISKS." 京都大学 (Kyoto University), 1999. http://hdl.handle.net/2433/181953.

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Singh, Akash. "Anomaly Detection for Temporal Data using Long Short-Term Memory (LSTM)." Thesis, KTH, Skolan för informations- och kommunikationsteknik (ICT), 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-215723.

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We explore the use of Long short-term memory (LSTM) for anomaly detection in temporal data. Due to the challenges in obtaining labeled anomaly datasets, an unsupervised approach is employed. We train recurrent neural networks (RNNs) with LSTM units to learn the normal time series patterns and predict future values. The resulting prediction errors are modeled to give anomaly scores. We investigate different ways of maintaining LSTM state, and the effect of using a fixed number of time steps on LSTM prediction and detection performance. LSTMs are also compared to feed-forward neural networks wit

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Saballos, Jose Armando. "Short and Long Term Volcano Instability Studies at Concepción Volcano, Nicaragua." Scholar Commons, 2013. http://scholarcommons.usf.edu/etd/4757.

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Concepción is the most active composite volcano in Nicaragua, and is located on Ometepe Island, within Lake Nicaragua. Moderate to small volcanic explosions with a volcanic explosivity index (VEI) of 1-2 have been characteristic of this volcano during the last four decades. Although its current activity is not violent, its volcanic deposits reveal stages of violent activity involving Plinian and sub-Plinian eruptions that deposited vast amounts of volcanic tephra in the Atlantic Ocean. These observations, together with the 31,000 people living on the island, make Concepción volcano an importan

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Rohlfs, Chris. "The US School Breakfast Program: short- and long-term academic effects." Oberlin College Honors Theses / OhioLINK, 2000. http://rave.ohiolink.edu/etdc/view?acc_num=oberlin1354888364.

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Gonçalves, Micael Ferreira Mota. "Development of novel short and long term studies in Enchytraeus crypticus." Master's thesis, Universidade de Aveiro, 2016. http://hdl.handle.net/10773/18562.

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Mestrado em Biologia Molecular e Celular<br>A maioria dos estudos ecotoxicológicos têm investigado os efeitos de curto prazo dos contaminantes. Comparativamente, tem sido desenvolvido pouco trabalho na avaliação dos efeitos a longo prazo dos químicos existindo portanto uma necessidade de preencher esta lacuna. De entre as espécies de solo usadas em ecotoxicologia estão os Enquitraídeos (Oligochaeta), membros importantes da mesofauna terrestre com diretrizes padrão para testar os efeitos ao nível da sobrevivência, reprodução e bioacumulação (ISO, 2004; OECD, 2010, 2004). Para a espécie Enchytra

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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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Long, Fei. "Long-term versus Short-term Contracting in Salesforce Compensation." Thesis, 2019. https://doi.org/10.7916/d8-86am-bf20.

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This dissertation investigates multi-period salesforce incentive contracting. The first chapter is an overview of the problems as well as the main findings. The second chapter continues with a review of the related literatures. The third and fourth chapters address a central question in salesforce contracting: how frequently should a firm compensate its sales agents over a long-term horizon? Agents can game the long-term contract by varying their effort levels dynamically over time, as discussed in Chapter 3, or by altering between a “bold" action and a “safe" action dynamically over time, as

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SANTRA, ARPITA SAMANTA, and 莎曼塔. "Long Short Term Memory combined with Genetic Algorithm to Predict Short-Term Load Forecasting." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/md9p36.

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博士<br>元智大學<br>資訊管理學系<br>108<br>Electricity load forecasting is an important task to enhance energy efficiency and operation reliability of the power system. Forecasting the hourly electricity load of the next day assists optimizing the resources and minimizing the energy wastage. The main motivation of this study is to improve the robustness of short-term load forecasting (STLF) by utilizing long short term memory (LSTM) and genetic algorithm (GA). The proposed method is novel: LSTM networks are designed to avoid the problem of long-term dependencies, and GA is used to obtain the optimal LSTM’

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Freedman, Monica Lyn. "Short-term memory deficits and long-term learning: Beyond phonology." Thesis, 1998. http://hdl.handle.net/1911/17169.

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Short-term memory (STM) is comprised of dissociable phonological, semantic and syntactic components (Martin, 1993). Previous findings indicate phonological STM capacity supports learning of novel phonological forms, such as new vocabulary (e.g., Baddeley, 1998). It was hypothesized that semantic STM capacity supports learning of novel semantic information. Ability to learn novel phonological vs. semantic information was compared in six aphasic patients using a paired associated paradigm. It was predicted that patients with phonological STM deficits would be most impaired at learning novel phon

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