The ensemble Kalman filter (EnKF) is nowadays recognized as an excellent inverse method for hydraulic conductivity characterization using transient piezometric head data. and it is proved that the EnKF is computationally efficient and capable of handling large fields compared to other inverse methods. However, it is needed a large ensemble size (Chen and Zhang, 2006) to get a high quality estimation, which means a lots of computation time. Parallel computing is an efficient alterative method to reduce the commutation time. Besides, although the EnKF is good accounting for the non linearities of the state equation, it fails when dealing with non-Gaussian distribution fields. Recently, many methods are developed trying to adapt the EnKF to non-Gaussian distributions(detailed in the History and present state chapter). Zhou et al. (2011, 2012) have proposed a Normal-Score Ensemble Kalman Filter (NS-EnKF) to character the non-Gaussian distributed conductivity fields, and already showed that transient piezometric head was enough for hydraulic conductivity characterization if a training image for the hydraulic conductivity was available. Then in this work, we will show that, when without such a training image but with enough transient piezometric head information, the performance of the updated ensemble of realizations in the characterization of the non-Gaussian reference field. In the end, we will introduce a new method for parameterizing geostatistical models coupling with the NS-EnKF in the characterization of a Heterogenous non-Gaussian hydraulic conductivity field. So, this doctor thesis is mainly including three parts, and the name of the parts as below. 1, Parallelized Ensemble Kalman Filter for Hydraulic Conductivity Characterization. 2, The Power of Transient Piezometric Head Data in Inverse Modeling: An Application of the Localized Normal-score EnKF with Covariance Inflation in a Heterogenous Bimodal Hydraulic Conductivity Field. 3, Parameterizing geostatistical models coupling with the NS-EnKF for Heterogenous Bimodal Hydraulic Conductivity characterization. / Xu, T. (2014). Ensemble Kalman filtering for hydraulic conductivity characterization: Parallelization and non-Gaussianity [Tesis doctoral no publicada]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/43769 / TESIS

The content of my master´s thesis is the creation of automatic trading system which will be applied on real trading account mainly on financial markets of currency pairs. The thesis is divided to several parts where the theoretical part will introduce the problem of trading on financial markets. Following part analyses needs of small trader on the financial markets, selecting suitable instruments which will be used in automatic trading system. The part of the own solution design will create the mentioned automatic trading system which will be applied on broker´s demo account where the system will be tested mainly on historical data. Based on test results, system will be optimized and in case of usable results of testing also system will be applied on real trading account in trading company.

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In this thesis, the structure of pure measures is investigated. These are elements of the dual of the space of essentially bounded functions. A more precise representation of the dual space of the space of essentially bounded functions is given, leading to the definition and analysis of density measurs which constitute a new large class and yield numerous new examples of pure measures which are well-suited for applications in very general Divergence Theorems. The existence of pure normal measures for sets of finite perimeter is demonstrated. These yield Gauß formulas for essentially bounded vector fields having divergence measure. Furthermore, a result of Silhavy is extended. In particular, it is shown that a Gauß-Green Theorem for unbounded vector fields having divergence measure necessitates the use of pure measures acting on the gradient of the scalar field.

Europeana, a freely accessible digital library with an idea to make Europe's cultural and scientific heritage available to the public was founded by the European Commission in 2008. The goal was to deliver a semantically enriched digital content with multilingual access to it. Even though they managed to increase the content of data they slowly faced the problem of retrieving information in an unstructured form. So to complement the Europeana portal services, ASSETS (Advanced Search Service and Enhanced Technological Solutions) was introduced with services that sought to improve the usability and accessibility of Europeana. My contribution is to study different text-based information retrieval models, their relevance feedback techniques and to implement one simple model. The thesis explains a detailed overview of the information retrieval process along with the implementation of the chosen strategy for relevance feedback that generates automatic query expansion. Finally, the thesis concludes with the analysis made using relevance feedback, discussion on the model implemented and then an assessment on future use of this model both as a continuation of my work and using this model in ASSETS.

Investigating the properties and mechanisms of coordination among neurons plays an important role in understanding how the brain encodes information and performs in thalamocortical processing in the auditory system. Whether the coordinated neuronal spikes in the auditory thalamus enhance the thalamocortical communications in the auditory cortex (AC) is the main concern in this project. Researchers are mostly focusing on the investigation of the V1 and V2 in visual system and corticortical circuits in auditory system using neuronal pairwise correlations as the method. However, what we explored in this project is the coordination among neurons in thalamocortical circuits. we applied the Jensen-Shannon divergence method to measure the similarity between two distributions and analyze the coordination in thalamus neurons and different parts of AC in ascending pathway and descending pathway of auditory system respectively. At the same time, we designed an algorithm to calculated spiking coordination. The result shows that the coordination pattern differs in separate pathway when keeping sound stimulation and basal forebrain (BF) stimulation on or off. In ascending pathway, the coordination in thalamus neurons precedes information to AC when the brain is silent, keeping sound and BF stimulation off. In descending pathway, the coordination mainly in the superficial area of AC precedes information to thalamus. The coordination is lower in the case of keeping sound on. In the future, more data on rats can be verified using our method and algorithm to investigate the coordinated spikes in auditory system. / Att undersöka egenskaperna och mekanismerna för koordination mellan neuroner spelar en viktig roll för att förstå hur hjärnan kodar information och fungerar i talamokortikal bearbetning i hörselsystemet. Huruvida de koordinerade neuronala spikarna i den auditiva thalamus förstärker den talamokortikala kommunikationen i den auditiva cortex (AC) är huvudproblemet i detta projekt. Forskare fokuserar mestadels på undersökningen av V1 och V2 i visuella system och kortikokortikala kretsar i hörselsystemet med hjälp av neuronala parvisa korrelationer som metod. Men vad vi utforskade i detta projekt är koordinationen mellan neuroner i talamokortikala kretsar. vi tillämpade Jensen-Shannon-divergensmetoden för att mäta likheten mellan två distributioner och analysera koordinationen i thalamusneuroner och olika delar av AC i stigande bana respektive fallande bana i hörselsystemet. Samtidigt designade vi en algoritm för att beräkna spikkoordination. Resultatet visar att koordinationsmönstret skiljer sig åt i separata vägar när ljudstimulering och basal framhjärnsstimulering (BF) hålls på eller av. I stigande väg föregår koordinationen i talamusneuroner information till AC när hjärnan är tyst, vilket håller ljud och BF-stimulering borta. I fallande väg föregår koordinationen huvudsakligen i det ytliga området av AC information till thalamus. Koordinationen är lägre när det gäller att hålla ljud på. I framtiden kan mer data om råttor verifieras med vår metod och algoritm för att undersöka de samordnade spikarna i hörselsystemet.

The subject of this thesis is the maximization of the information divergence from an exponential family on a finite set, a problem first formulated by Nihat Ay. A special case is the maximization of the mutual information or the multiinformation between different parts of a composite system. My thesis contributes mainly to the mathematical aspects of the optimization problem. A reformulation is found that relates the maximization of the information divergence with the maximization of an entropic quantity, defined on the normal space of the exponential family. This reformulation simplifies calculations in concrete cases and gives theoretical insight about the general problem. A second emphasis of the thesis is on examples that demonstrate how the theoretical results can be applied in particular cases. Third, my thesis contain first results on the characterization of exponential families with a small maximum value of the information divergence.:1. Introduction 2. Exponential families 2.1. Exponential families, the convex support and the moment map 2.2. The closure of an exponential family 2.3. Algebraic exponential families 2.4. Hierarchical models 3. Maximizing the information divergence from an exponential family 3.1. The directional derivatives of D(*|E ) 3.2. Projection points and kernel distributions 3.3. The function DE 3.4. The first order optimality conditions of DE 3.5. The relation between D(*|E) and DE 3.6. Computing the critical points 3.7. Computing the projection points 4. Examples 4.1. Low-dimensional exponential families 4.1.1. Zero-dimensional exponential families 4.1.2. One-dimensional exponential families 4.1.3. One-dimensional exponential families on four states 4.1.4. Other low-dimensional exponential families 4.2. Partition models 4.3. Exponential families with max D(*|E ) = log(2) 4.4. Binary i.i.d. models and binomial models 5. Applications and Outlook 5.1. Principles of learning, complexity measures and constraints 5.2. Optimally approximating exponential families 5.3. Asymptotic behaviour of the empirical information divergence A. Polytopes and oriented matroids A.1. Polytopes A.2. Oriented matroids Bibliography Index Glossary of notations

In many multilingual communities around the world, speakers need to choose, often at an unconscious level, which language to use in their interactions with other members of the community. One of the choices that bilingual speakers often make is to code switch; that is, speakers switch back and forth between languages (or varieties of the same language), even within the same utterance. This article reviews the major theoretical approaches that have been proposed to answer the question of why bilingual speakers choose to code switch.

Soils represent an essential habitat for a wide diversity of invertebrates. Among these organisms, termites are considered ecosystem engineers for their impact on nutrient cycling and soil functioning, stemming from their wide feeding habits. For instance, soil/litter-feeding termites are one of the groups that incorporate the most organic matter from the soil. Thus, the high abundance and diversity of this group of termites does not only indicate its ecological success, but also its high value for the ecosystem. TheApicotermitinae subfamily (family Termitidae) is a highly diverse group of soil-feeding termites widespread in Afro- and Neotropical regions. However, due to taxonomic difficulties in soldierless groups and poor sampling of species living deep in the soil, it is also one of the most understudied subfamilies. In this thesis, I addressed phylogenetic, anatomical, and ecological aspects of the Apicotermitinae, with the ultimate goal of explaining their high diversity and ecological success. In the first axis, we investigated the phylogenetic relationships of Apicotermitinae species by using de novo mitochondrial genomes. African taxa with soldiers form several basal branches. We confirmed the monophyly of Asian and neotropical lineages, resulting from two independent dispersal events from tropical Africa, and established the relationships of the main lineages in the subfamily. The relationships among and within some genera remain unresolved, probably revealing an explosive radiation. Some genera appear as polyphyletic, showing the need for further taxonomic revision. In the second axis, we described for the first time in detail the anatomical structures of the gizzard. Thepulvillar belt bears a highly diverse, sclerotized and autofluorescent structures. These structures and the ornamentation patterns remain limited to African species since the Neotropical species do not present such specialized structures. Consequently, these ornamentations are proposed as a new complementary taxonomic tool, which can prove useful in the future revisions of genera with phylogenetic incongruences. In the third axis, we characterized the content of crop-gizzard and inferred the isotopic niche of species. Slight variations in the food content suggested that Apicotermitinae can be considered as a single feeding group, with mineralized soil as a primary source. Variations in the crop-gizzard volume can be related to food-collecting behavior. The neotropical species exhibited the broadest isotopic spaces, indicating flexibility to explore large organic matter humification gradients. The broad overlap of isotopic niches and co-occurrence with other termites suggests that this group could be affected by spatial segregation. Finally, in an evolutionary context, it was inferred that the Neotropical soldierless taxa underwent an explosive radiation during the early-middle Miocene. While the reduction of sclerotized structures in the gizzard is associated with the dispersal towards the Neotropics, the African soldierless species developed a pulvillar armature. All of these results provide an overview of the understanding of Apicotermitinae and open up new perspectives on the evolutionary and functional aspects of associations in favor of diet as an agent of their success. / Les sols représentent un habitat essentiel pour une grande diversité d'invertébrés. Parmi ceux-ci, les termitessont considérés comme des ingénieurs de l'écosystème, pour leur impact sur le cycle des nutriments ainsique sur le fonctionnement du sol. Ce rôle écologique majeur est du fait entre autres de la grande diversitéde leur régime alimentaire. Les termites qui se nourrissent de sol et/ou de litière constituent l'un des groupesqui incorpore le plus de matière organique depuis le sol. Ainsi, l'abondance et la diversité élevées de cegroupe de termites indiquent non seulement leur succès écologique, mais aussi leur forte valeur pour lesécosystèmes. La sous-famille des Apicotermitinae (Termitidae) constitue un groupe de termites humivorestrès abondant et diversifié dans les régions afrotropicale et néotropicale. Cette sous-famille est pourtant peuétudiée, du fait des difficultés taxonomiques rencontrées pour les termites sans soldats, mais aussi desdifficultés d’échantillonnage associées aux espèces propres aux sols plus profonds. Le présent travail dethèse se veut être une étude de la diversité des Apicotermitinae selon trois axes, à savoir phylogénétique,anatomique et écologique, dans le but d'expliquer les tenants et aboutissants de la grande diversité desApicotermitinae, ainsi que les raisons de leur succès écologique.Dans le premier axe de la thèse, nous avons étudié les relations phylogénétiques entres les différentesespèces d’Apicotermitinae à l’aide de génome mitochondriaux assemblé de novo. Les taxa africains avecsoldats forment plusieurs branches basales. Nous avons confirmé la monophylie des lignées asiatique etnéotropicale, qui résultent de deux colonisations indépendantes au départ de l'Afrique, et établi les relationsentre les principales lignées de la sous-famille. Les relations, entre ou au sein, de certains genres sont malrésolues et correspondraient à une explosion radiative. Plusieurs genres apparaissent commepolyphylétiques, montrant le besoin d’une révision taxonomique future.Dans la deuxième partie de la thèse, nous avons décrit pour la première fois en détail les différentesstructures anatomiques du gésier. La ceinture pulvillaire porte des structures très diverses, sclérifiées etauto-fluorescentes. Ces ornementations sont proposées comme un nouvel outil taxonomiquecomplémentaire, qui serait utile pour les révisions requises dans les genres problématiques susmentionnés.Ces structures et les motifs d'ornementation restent toutefois limités aux espèces africaines, les espècesnéotropicales ne présentant pas de structures spécialisées.Concernant le troisième axe de la thèse, nous avons caractérisé le contenu du jabot-gésier et estimé la nicheisotopique de différentes espèces. Les légères variations du contenu suggèrent que les Apicotermitinaepartagent sensiblement le même régime alimentaire, en ingérant une quantité importante de sol minéralisé.Les variations du volume du jabot-gésier peuvent être liées au comportement de collecte des aliments. Lesespèces néotropicales montrent une étendue des niches isotopiques plus large, ce qui indique la possibilitéd'exploiter plusieurs niveaux d’humification de la matière organique. Le large chevauchement des nichesisotopiques et la co-occurrence avec d'autres termites suggèrent que les espèces de ce groupe tendraient àse ségréger spatialement.Enfin, dans un contexte évolutif, il a été estimé que le groupe des espèces néotropicales sans soldats a subiune explosion radiative au début du Miocène moyen. Alors que la réduction des structures fortementsclérifiées dans le gésier est associée à la dispersion vers les Néo-tropiques, les espèces africaines sanssoldats ont développé une armature pulvillaire. L'ensemble de ces résultats donne un aperçu de lacompréhension des Apicotermitinae et ouvre de nouvelles perspectives quant à des aspects évolutifs etfonctionnels des associations en faveur du régime alimentaire en tant qu'agent de leur succès. / Doctorat en Sciences / info:eu-repo/semantics/nonPublished

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