Dissertationen zum Thema „Age of uncertainty“
Geben Sie eine Quelle nach APA, MLA, Chicago, Harvard und anderen Zitierweisen an
Machen Sie sich mit Top-25 Dissertationen für die Forschung zum Thema "Age of uncertainty" bekannt.
Neben jedem Werk im Literaturverzeichnis ist die Option "Zur Bibliographie hinzufügen" verfügbar. Nutzen Sie sie, wird Ihre bibliographische Angabe des gewählten Werkes nach der nötigen Zitierweise (APA, MLA, Harvard, Chicago, Vancouver usw.) automatisch gestaltet.
Sie können auch den vollen Text der wissenschaftlichen Publikation im PDF-Format herunterladen und eine Online-Annotation der Arbeit lesen, wenn die relevanten Parameter in den Metadaten verfügbar sind.
Sehen Sie die Dissertationen für verschiedene Spezialgebieten durch und erstellen Sie Ihre Bibliographie auf korrekte Weise.
Williams, Alexander. „Complexity & hegemony : technical politics in an age of uncertainty“. Thesis, University of East London, 2015. http://roar.uel.ac.uk/4773/.
Der volle Inhalt der QuelleMignault, David. „Cutting grass, the uncertainty of coming of age in the post-Fordist era“. Thesis, National Library of Canada = Bibliothèque nationale du Canada, 2000. http://www.collectionscanada.ca/obj/s4/f2/dsk2/ftp01/MQ54515.pdf.
Der volle Inhalt der QuelleHughes, Jennifer S. „Performance in a time of terror : Critical mimesis and the age of uncertainty“. Thesis, University of Manchester, 2009. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.516436.
Der volle Inhalt der QuelleLin, Zihan. „Context Informed Statistics in Two Cases: Age Standardization and Risk Minimization“. Thesis, Université d'Ottawa / University of Ottawa, 2018. http://hdl.handle.net/10393/38327.
Der volle Inhalt der QuelleKelly, Peter, und pkelly@deakin edu au. „Risk and the Regulation of Youth(ful) Identities in an Age of Manufactured Uncertainty“. Deakin University. Bowater School of Management and Marketing, 1998. http://tux.lib.deakin.edu.au./adt-VDU/public/adt-VDU20031212.114212.
Der volle Inhalt der QuelleRosinski, Benjamin. „The role of entrepreneurship and uncertainty with reward-based crowdfunding in the digital age“. Thesis, Uppsala universitet, Industriell teknik, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-355310.
Der volle Inhalt der QuelleChilvers, Jason David. „Participatory environmental risk policy-making in an age of uncertainty : UK actor-networks, social learning and effective practice“. Thesis, University College London (University of London), 2004. http://discovery.ucl.ac.uk/1446652/.
Der volle Inhalt der QuellePizarro, Muñoz Jenny Alejandra. „Efeitos de idade na sobrevivência aparente de aves de sub-bosque na floresta Amazônica“. reponame:Biblioteca Digital de Teses e Dissertações da UFRGS, 2016. http://hdl.handle.net/10183/150592.
Der volle Inhalt der QuelleThe observation of latitudinal gradients in bird life history traits has motivated the study of avian life history evolution and variability. A well-documented example is the variation in clutch size, where lower latitude birds tend to have smaller clutches than their higher latitude counterparts. A hypothesis that explains this variation proposes that survival in tropical latitudes is higher to compensate for smaller clutch size and prevent population extinctions. This explanation has had a wide acceptance and support by some studies, but has been questioned by others who have not found such higher survival rates in tropical birds. In an implicit manner, all these studies have based their results on adult survival. Populations with smaller clutch size would not be able to grow as well as populations with larger clutches; therefore one is justified to believe that something else must change with latitude. In the search for alternative explanations to the persistence of tropical bird populations with relatively small clutch sizes it has also been proposed that, if there were no differences in adult survival among latitudes, the fundamental trait that varies is juvenile survival, with higher survival rates for tropical juveniles birds than for temperate ones. However, currently there is little evidence that supports this conclusion. The contrasting results of those studies suggest a lack of a general consensus about the hypothesis that tropical birds have higher survival rates than birds of temperate regions, motivating the formulation of alternative hypotheses, and inviting further tests of the hypothesis. In our study we aim to a) assess the effect of age on survival in a tropical bird community, estimating age-specific annual apparent survival probabilities for a set of passerine understory birds from the central Brazilian Amazon; and b) contribute to the debate about the latitudinal gradient in adult survival by comparing our adult survival estimates to estimates of temperate-zone adult survival probabilities. To estimate the age-specific survival we fit to our data a hierarchical multispecies Cormack-Jolly-Seber (CJS) model for n species, that treats species-specific parameters as random effects that are estimated and that describe the whole assemblage of species; for comparison of methods, we also fit a fixed-effects version of the model. To age birds we use the cycle-based WRP system. We introduce a novel variant of CJS model with a mixture component for the survival of birds of uncertain age at the time of banding. We found strong effect of age on survival, with juveniles surviving less than adults; evidence of latitude effect on survival, that supports the widely accepted hypothesis of variation on survival with latitude; and methodological differences between random and fixed effects model related to precision of estimates and scope of inference, that lead us to conclude that random-effects models are more appropriate for our analysis. We conclude that there is no reason for an alternative latitudinal trend in juvenile survival to account for the general trend in clutch size.
Johansson, Jesper. „Success at the box office in the age of streaming services : An examination of how streaming services have impacted the dynamics of successful movies in the cinema“. Thesis, Internationella Handelshögskolan, Jönköping University, IHH, Nationalekonomi, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-50486.
Der volle Inhalt der QuelleZaehle, Sönke. „Process-based simulation of the terrestrial biosphere : an evaluation of present-day and future terrestrial carbon balance estimates and their uncertainty“. Phd thesis, Universität Potsdam, 2005. http://opus.kobv.de/ubp/volltexte/2005/526/.
Der volle Inhalt der QuelleAt present, carbon sequestration in terrestrial ecosystems slows the growth rate of atmospheric CO2 concentrations, and thereby reduces the impact of anthropogenic fossil fuel emissions on the climate system. Changes in climate and land use affect terrestrial biosphere structure and functioning at present, and will likely impact on the terrestrial carbon balance during the coming decades - potentially providing a positive feedback to the climate system due to soil carbon releases under a warmer climate. Quantifying changes, and the associated uncertainties, in regional terrestrial carbon budgets resulting from these effects is relevant for the scientific understanding of the Earth system and for long-term climate mitigation strategies.
A model describing the relevant processes that govern the terrestrial carbon cycle is a necessary tool to project regional carbon budgets into the future. This study (1) provides an extensive evaluation of the parameter-based uncertainty in model results of a leading terrestrial biosphere model, the Lund-Potsdam-Jena Dynamic Global Vegetation Model (LPJ-DGVM), against a range of observations and under climate change, thereby complementing existing studies on other aspects of model uncertainty; (2) evaluates different hypotheses to explain the age-related decline in forest growth, both from theoretical and experimental evidence, and introduces the most promising hypothesis into the model; (3) demonstrates how forest statistics can be successfully integrated with process-based modelling to provide long-term constraints on regional-scale forest carbon budget estimates for a European forest case-study; and (4) elucidates the combined effects of land-use and climate changes on the present-day and future terrestrial carbon balance over Europe for four illustrative scenarios - implemented by four general circulation models - using a comprehensive description of different land-use types within the framework of LPJ-DGVM.
This study presents a way to assess and reduce uncertainty in process-based terrestrial carbon estimates on a regional scale. The results of this study demonstrate that simulated present-day land-atmosphere carbon fluxes are relatively well constrained, despite considerable uncertainty in modelled net primary production. Process-based terrestrial modelling and forest statistics are successfully combined to improve model-based estimates of vegetation carbon stocks and their change over time. Application of the advanced model for 77 European provinces shows that model-based estimates of biomass development with stand age compare favourably with forest inventory-based estimates for different tree species. Driven by historic changes in climate, atmospheric CO2 concentration, forest area and wood demand between 1948 and 2000, the model predicts European-scale, present-day age structure of forests, ratio of biomass removals to increment, and vegetation carbon sequestration rates that are consistent with inventory-based estimates. Alternative scenarios of climate and land-use change in the 21st century suggest carbon sequestration in the European terrestrial biosphere during the coming decades will likely be on magnitudes relevant to climate mitigation strategies. However, the uptake rates are small in comparison to the European emissions from fossil fuel combustion, and will likely decline towards the end of the century. Uncertainty in climate change projections is a key driver for uncertainty in simulated land-atmosphere carbon fluxes and needs to be accounted for in mitigation studies of the terrestrial biosphere.
Kohlenstoffspeicherung in terrestrischen Ökosystemen reduziert derzeit die Wirkung anthropogener CO2-Emissionen auf das Klimasystem, indem sie die Wachstumsrate der atmosphärischer CO2-Konzentration verlangsamt. Die heutige terrestrische Kohlenstoffbilanz wird wesentlich von Klima- und Landnutzungsänderungen beeinflusst. Diese Einflussfaktoren werden sich auch in den kommenden Dekaden auf die terrestrische Biosphäre auswirken, und dabei möglicherweise zu einer positiven Rückkopplung zwischen Biosphäre und Klimasystem aufgrund von starken Bodenkohlenstoffverlusten in einem wärmeren Klima führen. Quantitative Abschätzungen der Wirkung dieser Einflussfaktoren - sowie der mit ihnen verbundenen Unsicherheit - auf die terrestrische Kohlenstoffbilanz sind daher sowohl für das Verständnis des Erdsystems, als auch für eine langfristig angelegte Klimaschutzpolitik relevant.
Um regionale Kohlenstoffbilanzen in die Zukunft zu projizieren, sind Modelle erforderlich, die die wesentlichen Prozesse des terrestrischen Kohlenstoffkreislaufes beschreiben. Die vorliegende Arbeit (1) analysiert die parameterbasierte Unsicherheit in Modellergebnissen eines der führenden globalen terrestrischen Ökosystemmodelle (LPJ-DGVM) im Vergleich mit unterschiedlichen ökosystemaren Messgrößen, sowie unter Klimawandelprojektionen, und erweitert damit bereits vorliegende Studien zu anderen Aspekten der Modelunsicherheit; (2) diskutiert unter theoretischen und experimentellen Aspekten verschiedene Hypothesen über die altersbedingte Abnahme des Waldwachstums, und implementiert die vielversprechenste Hypothese in das Model; (3) zeigt für eine europäische Fallstudie, wie Waldbestandsstatistiken erfolgreich für eine verbesserte Abschätzung von regionalen Kohlenstoffbilanzen in Wäldern durch prozessbasierten Modelle angewandt werden können; (4) untersucht die Auswirkung möglicher zukünftiger Klima- und Landnutzungsänderungen auf die europäische Kohlenstoffbilanz anhand von vier verschiedenen illustrativen Szenarien, jeweils unter Berücksichtigung von Klimawandelprojektionen vier verschiedener Klimamodelle. Eine erweiterte Version von LPJ-DGVM findet hierfür Anwendung, die eine umfassende Beschreibung der Hauptlandnutzungstypen beinhaltet.
Die vorliegende Arbeit stellt einen Ansatz vor, um Unsicherheiten in der prozessbasierten Abschätzung von terrestrischen Kohlenstoffbilanzen auf regionaler Skala zu untersuchen und zu reduzieren. Die Ergebnisse dieser Arbeit zeigen, dass der Nettokohlenstoffaustausch zwischen terrestrischer Biosphäre und Atmosphäre unter heutigen klimatischen Bedingungen relativ sicher abgeschätzt werden kann, obwohl erhebliche Unsicherheit über die modelbasierte terrestrische Nettoprimärproduktion existiert. Prozessbasierte Modellierung und Waldbestandsstatistiken wurden erfolgreich kombiniert, um verbesserte Abschätzungen von regionalen Kohlenstoffvorräten und ihrer Änderung mit der Zeit zu ermöglichen. Die Anwendung des angepassten Modells in 77 europäischen Regionen zeigt, dass modellbasierte Abschätzungen des Biomasseaufwuchses in Wäldern weitgehend mit inventarbasierten Abschätzungen für verschiede Baumarten übereinstimmen. Unter Berücksichtigung von historischen Änderungen in Klima, atmosphärischem CO2-Gehalt, Waldfläche und Holzernte (1948-2000) reproduziert das Model auf europäischer Ebene die heutigen, auf Bestandsstatistiken beruhenden, Abschätzungen von Waldaltersstruktur, das Verhältnis von Zuwachs und Entnahme von Biomasse, sowie die Speicherungsraten im Kohlenstoffspeicher der Vegetation. Alternative Szenarien von zukünftigen Landnutzungs- und Klimaänderungen legen nahe, dass die Kohlenstoffaufnahme der europäischen terrestrischen Biosphäre von relevanter Größenordnung für Klimaschutzstrategien sind. Die Speicherungsraten sind jedoch klein im Vergleich zu den absoluten europäischen CO2-Emissionen, und nehmen zudem sehr wahrscheinlich gegen Ende des 21. Jahrhunderts ab. Unsicherheiten in Klimaprojektionen sind eine Hauptursache für die Unsicherheiten in den modellbasierten Abschätzungen des zukünftigen Nettokohlenstoffaustausches und müssen daher in Klimaschutzanalysen der terrestrischen Biosphäre berücksichtigt werden.
Frost, Julia. „Uncertain age : late motherhood and early miscarriage“. Thesis, University of Bristol, 2004. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.398781.
Der volle Inhalt der QuelleChen, Liang. „Small population bias and sampling effects in stochastic mortality modelling“. Thesis, Heriot-Watt University, 2017. http://hdl.handle.net/10399/3372.
Der volle Inhalt der QuelleAmbrosini, Marco <1976>. „The uncertainty in standardised sound power measurements: complying with ISO 17025“. Doctoral thesis, Alma Mater Studiorum - Università di Bologna, 2009. http://amsdottorato.unibo.it/1243/.
Der volle Inhalt der QuelleBush, Marc. „What imagined futures? : constructions of Asperger's syndrome and adult becomings in an age of uncertainity“. Thesis, University of Surrey, 2010. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.540714.
Der volle Inhalt der QuelleDeJong, Bert. „Certain comfort in an uncertain age preaching the Heidelberg Catechism in a new way /“. Theological Research Exchange Network (TREN) Theological Research Exchange Network (TREN) Access this title online, 2006. http://www.tren.com.
Der volle Inhalt der QuelleVicente, Juarez. „Determina??o da incerteza expandida associada ? an?lise de a??cares redutores pelo m?todo de Lane-Eynon“. Universidade Federal Rural do Rio de Janeiro, 2010. https://tede.ufrrj.br/jspui/handle/jspui/1209.
Der volle Inhalt der QuelleMade available in DSpace on 2016-09-19T15:16:21Z (GMT). No. of bitstreams: 1 2010 - Juarez Vicente.pdf: 1012625 bytes, checksum: 30ce03687174fc4cf4226e455adde13a (MD5) Previous issue date: 2010-05-07
From the scientific viewpoint, the word ?uncertainty? expresses doubt about an analytic result. The implementation of the concept of uncertainty of measurement is a crucial step that the Brazilian laboratories must take in the process for obtaining the certification of the ability to perform essays in accordance with the Brazilian technical norm ABNT NBR ISO/IEC 17025. Regardless the technical area of application, the determination of the uncertainty of measurement associated with the result of an analysis is extremely important, especially in the food industry. The expanded uncertainty is related with the degree of reliability of an analytical result, and by means of this information it is possible to evaluate if the result of an analysis is consistent, i.e., if the uncertainty associated to the measurement remains inside an acceptable range. When the percentage of uncertainty exceeds a threshold, it is necessary to find the process variables that more intensely contribute to increasing the uncertainty and, in the sequence, to take corrective actions in order to minimize the impact caused for those variables over the uncertainty of measurement. The aim of this study was to detect the uncertainty of measurement associated with the analysis of total reducing sugars (TRS) by the Lane-Eynon method. The equipments used were analytical and semi analytical balances, burettes with 10mL and 25mL, and the food matrix studied was wild honey. To perform the calculations of the standard uncertainty, u, information about the uncertainty of the laboratory materials used in the analysis ? obtained from the certificate of calibration. The combined uncertainty, uc, was obtained by deriving the influence factors and considering, if necessary, the effective degree of freedom, ?eff, as stated in the Welch-Satterthwaite equation. The expanded uncertainty, U, was obtained by multiplying uc by the appropriate coverage factor, k = 2 (at level of confidence of 95,45%). The results showed that the expanded uncertainty obtained for the analysis of TRS was less than 2,0% when the analytical balance was used. The process variable having the greatest impact was the volume (close to 80,0%), followed by the title (close to 20,0%). The analysis of the expanded uncertainty obtained for the analysis of TRS when the semi analytical balance, and 10mL as well as 25mL burettes were used provided reliable results. However, care must be taken in such a combination of equipments, especially when using the 25mL burettes, since the percentage of uncertainty was great than 3,5%, too close to the limit established by the Codex Alimentarius, 4,0%. It was observed that, in this case, the variable having the greatest impact on the uncertainty was the title, with 79,82% (10mL burettes), and 87,10% (25mL burettes).
Do ponto de vista t?cnico-cient?fico, a palavra ?incerteza? expressa a d?vida em rela??o a um resultado anal?tico. A aplica??o do conceito de incerteza de medi??o ? fundamental para os laborat?rios brasileiros que almejam obter o reconhecimento da capacidade de realiza??o de ensaios em conformidade com a norma ABNT NBR ISO/IEC 17025. Independentemente da ?rea de atua??o, ? de extrema import?ncia o estudo e o conhecimento da incerteza de medi??o associada a um resultado de an?lise, em particular quando aplicado ? ind?stria de alimentos. A incerteza expandida informa o grau de confiabilidade de um resultado anal?tico e, atrav?s dela, ? poss?vel avaliar, a um n?vel de abrang?ncia estabelecido, se o resultado de uma an?lise transmite credibilidade, ou seja, se o valor da incerteza est? em uma faixa de concentra??o aceit?vel ou n?o. Quando o percentual de incerteza ultrapassa o limite aceit?vel, ? necess?rio conhecer quais as vari?veis do m?todo que mais contribuem para a incerteza e executar as medidas corretivas a fim de minimizar este impacto e, consequentemente, reduzir a incerteza total. O objetivo geral deste trabalho foi determinar a incerteza expandida associada ? an?lise titulom?trica de a??cares redutores totais (ART) pelo m?todo de Lane-Eynon, tendo como matriz uma amostra de mel, utilizando balan?a anal?tica e semi anal?tica e buretas de 10mL e 25mL. Para o c?lculo da incerteza padr?o (u), utilizaram-se os dados obtidos nos certificados de calibra??o de equipamentos e vidrarias empregados na an?lise. A incerteza combinada ( ) foi obtida derivando os fatores de influ?ncia e considerando, quando necess?rio, o grau de liberdade efetivo (?eff), dado pela Equa??o de Welch-Satterthwaite. Obteve-se a incerteza expandida (U) multiplicando-se por 2 (dois) o valor de para um n?vel de confian?a de 95,45%. Os resultados obtidos mostraram que a incerteza expandida de ART utilizando balan?a anal?tica n?o foi significativa (<2%) e que a vari?vel que mais influenciou foi o volume de amostra gasto (~80%), seguido do T?tulo (~20%). A an?lise da incerteza expandida de ART obtida com balan?a semi anal?tica e buretas de 10mL e 25mL gerou resultados confi?veis. No entanto, deve haver cautela neste caso, especialmente ao se utilizar bureta de 25mL, visto que o valor percentual de incerteza superou 3,5%. Observa-se que a vari?vel que mais contribui para a incerteza foi o T?tulo com 79,82% (bureta de 10mL) e 87,10% (bureta de 25mL).
Trucíos, Caciano Ramón [Verfasser], Christoph [Akademischer Betreuer] Kleinn, Christoph [Gutachter] Kleinn und Rivas José Javier [Gutachter] Corral. „Quantifying the uncertainty caused by sampling, modeling, and field measurements in the estimation of AGB with information of the national forest inventory in Durango, Mexico / Ramón Trucíos Caciano ; Gutachter: Christoph Kleinn, José Javier Corral Rivas ; Betreuer: Christoph Kleinn“. Göttingen : Niedersächsische Staats- und Universitätsbibliothek Göttingen, 2020. http://d-nb.info/121070272X/34.
Der volle Inhalt der QuelleBATTAGLIA, MARCO. „Dai mangimi al latte: fattori di rischio e qualità“. Doctoral thesis, Università Cattolica del Sacro Cuore, 2010. http://hdl.handle.net/10280/784.
Der volle Inhalt der QuelleThe thesis is divided into 4 manuscripts. The aim is to study three aspects, as independent case studies, within the quality management of feed-for-food system. The first manuscript is about the fortification of feeds with iodine and selenium to improve the quality of cow’s milk and derivatives; the second one investigates the contamination of feeds with melamine as risk factor for dairy industries and human health. The last two works are corollaries to the iodine-linked quality of milk: i.e. a comparison between analytical procedures for the determination of iodine in raw milk, and a speciation study of iodine in fortified milk. The first work helps to better understand factors involved in improvement of milk iodine and selenium concentration and CO following supplementation with inorganic sources. Regarding melamine, the study confirmed the pathway for its transmission from feed to milk and its rapid excretion, also at a very low level of melamine ingestion by cows; and a low transfer from milk to cheese. The third study shows that the ammonia extraction of iodine is a valid alternative to the official method with TMAH for iodine determination in milk, by using ICP-MS. The speciation of inorganic iodine in skimmed milk is feasible by using ammonia dilution (fourth manuscript).
FREISSINET, CATHERINE. „Estimation des imprécisions dans la modélisation du devenir des produits phytosanitaires dans les sols : une méthode fondée sur la logique floue“. Université Joseph Fourier (Grenoble), 1997. http://www.theses.fr/1997GRE10068.
Der volle Inhalt der Quelle鄭宜欣. „Age of uncertainty-A Study of Fine-Brushwork Painting Creation“. Thesis, 2013. http://ndltd.ncl.edu.tw/handle/5d233x.
Der volle Inhalt der Quelle國立臺灣師範大學
美術學系
101
The study of “human beings” is the inspiration of my art work. The main idea of my thesis is to describe the interactions between people and the surroundings. People show their feelings by physical reaction. The thesis is going to observe the things around our daily life in order to generalize people’s states of mind and emotions. It will be a huge but interesting case to embody the symbolic icon and abstract emotions from human beings into practical painting. Thus , people become premier subject of painting instead of scenery. Different stages of life and time make people’s feeling and behavior differ. The thesis wants to provide an association between ”the past” and “the future” by illustrating the portrait of present. People also provide a symbolic meaning to the natural scenes they’ve seen due to their growing background and living style. I hope I can find out a symbolic language in the way to present the general ideas with all the mankind. The following statement is based on the chapters of my thesis: Chapter One: "Introduction" elaborates individual research motivation, purpose, content and scope of research methods. Chapter Two: Collecting relevant theories and information about the feelings of uncertainty and anxiety of age that come from western and eastern. Instability of balance, turmoil tranquility and the symbol of gesture are three main topic discussed in this paper. Use those kinds of theories to establish the goal of showing individuality and directions of this study. Chapter Three: Comparing different styles and context of painting depending on the conclusion of Chapter Two. Chapter Four: Creation and analysis about the work. Chapter Five: Generalizing the conclusion of research and looking forward to the future progress.
Johnson, Genevieve Fuji. „Ethical policy analysis in an age of risk, uncertainty, and futurity“. 2004. http://link.library.utoronto.ca/eir/EIRdetail.cfm?Resources__ID=94582&T=F.
Der volle Inhalt der QuelleRomo, Lynsey Kluever. „“In this day and age, you just don’t know” : an examination of how people in romantic relationships use communication to manage financial uncertainty“. 2013. http://hdl.handle.net/2152/22110.
Der volle Inhalt der Quelletext
Su, Yi-Chueh, und 蘇乙爵. „Bayesian Age Estimation Using Facial Feature Projection form Uncertain Label“. Thesis, 2009. http://ndltd.ncl.edu.tw/handle/45699216087229288895.
Der volle Inhalt der Quelle國立清華大學
資訊工程學系
97
The appearance of human changes with age significantly. It is still a big challenge to estimate age from the appearance of facial images. In this work, we focus on the application of age estimation from face images. We try to improve the accuracy of age estimation from two ways. First, we propose facial feature projection from uncertain label. By considering the continuity of age labels in facial feature projection step, we extract better features to represent age characteristics. In addition, we propose Bayesian age estimation framework by combining probabilistic model and age regression. We can incorporate any extra information into the unified age estimation framework easily. From the experimental results, the proposed Bayesian age estimation using facial feature projection from uncertain label can perform better than other existing age estimation methods.
Lin, Yi-Ying, und 林怡瑩. „Age Estimation based on Semi-Supervised Framework with Uncertain Label for Insufficient Data Problem“. Thesis, 2012. http://ndltd.ncl.edu.tw/handle/06559446579782385398.
Der volle Inhalt der Quelle國立東華大學
資訊工程學系
101
Recently age estimation has attracted many researchers’ attention due to its diverse applications in daily life. Many different the aging extraction models and age estimation models have been proposed; however, the estimation accuracy is influenced by two issues of aging diversity and insufficient aging data. This work focuses on the problem of insufficient aging data. In general, it is not easy to get the sufficient aging images for database; besides, labeling all the aging images requires large human labor. These reasons may limit the generalization ability of learning algorithm on the insufficient aging data. To maintain the estimation performance under a limited amount of labeled samples, we propose a novel age estimation algorithm, Uncertain Labels on Laplacian Regularized Least Squares (UL-LapRLS) algorithm, which is based on a semi-supervised framework with uncertain labels. This approach improves the generalization ability of estimation model by learning both labeled and unlabeled data in Manifold Regularization (MR) algorithm. Since the faces in adjacent ages have similar appearance, this work labels each image with uncertain label which covers a number of age classes instead of exact age. Besides, we also take into account the correlation between the age labels by adding the correction term into the regularization. The work uses AAM parameters as the image features and performs the experiments on the FG-NET database through the LOPO(Leave-One-Person-Out) mode. The results demonstrate that the UL-LapRLS with all labeled samples is better than previous supervised methods, and even performs well on reductive number of labeled samples, which proves that semi-supervised framework with uncertain labels can improve the performance on insufficient aging data.
Trucíos, Caciano Ramón. „Quantifying the uncertainty caused by sampling, modeling, and field measurements in the estimation of AGB with information of the national forest inventory in Durango, Mexico“. Doctoral thesis, 2020. http://hdl.handle.net/21.11130/00-1735-0000-0005-13A3-D.
Der volle Inhalt der Quelle