Advances in Learning Bayesian Networks of Bounded Treewidth

This work presents novel algorithms for learning Bayesian networks of bounded treewidth. Both exact and approximate methods are developed. The exact method combines mixed integer linear programming formulations for structure learning and treewidth computation. The approximate method consists in sampling k-trees (maximal graphs of treewidth k), and subsequently selecting, exactly or approximately, the best structure whose moral graph is a subgraph of that k-tree. The approaches are empirically compared to each other and to state-of-the-art methods on a collection of public data sets with up to 100 variables.

Inhibition of endosome fusion by wortmannin persists in the presence of activated Rab5

Rab5-dependent endosome fusion is sensitive to the phosphoinositide 3-kinase inhibitor, wortmannin. It has been proposed that phosphoinositide 3-kinase activity may be required for activation of rab5 by influencing its nucleotide cycle such as to promote its active GTP state. In this report we demonstrate that endosome fusion remains sensitive to wortmannin despite preloading of endosomes with stimulatory levels of a GTPase-defective mutant rab5(Q79L) or of a xanthosine triphosphate-binding mutant, rab5(D136N), in the presence of the nonhydrolysable analogue XTPgammaS. These results suggest that activation of rab5 cannot be the principal function of the wortmannin-sensitive factor on the endosome fusion pathway. This result is extrapolated to all GTPases by demonstrating that endosome fusion remains wortmannin sensitive despite prior incubation with the nonhydrolysable nucleotide analogue GTPgammaS. Consistent with these results, direct measurement of clathrin-coated vesicle-stimulated nucleotide dissociation from exogenous rab5 was insensitive to the presence of wortmannin. A large excess of rab5(Q79L), beyond levels required for maximal stimulation of the fusion assay, afforded protection against wortmannin inhibition, and partial protection was also observed with an excess of wild-type rab5 independent of GTPgammaS.

Autonomic modification of intestinal smooth muscle contractility

Intestinal smooth muscle contracts rhythmically in the absence of nerve and hormonal stimulation because of the activity of pacemaker cells between and within the muscle layers. This means that the autonomic nervous system modifies rather than initiates intestinal contractions. The practical described here gives students an opportunity to observe this spontaneous activity and its modification by agents associated with parasympathetic and sympathetic nerve activity. A section of the rabbit small intestine is suspended in an organ bath, and the use of a pressure transducer and data-acquisition software allows the measurement of tension generated by the smooth muscle of intestinal walls. The application of the parasympathetic neurotransmitter ACh at varying concentrations allows students to observe an increase in intestinal smooth muscle tone with increasing concentrations of this muscarinic receptor agonist. Construction of a concentration-effect curve allows students to calculate an EC50 value for ACh and consider some basic concepts surrounding receptor occupancy and activation. Application of the hormone epinephrine to the precontracted intestine allows students to observe the inhibitory effects associated with sympathetic nerve activation. Introduction of the drug atropine to the preparation before a maximal concentration of ACh is applied allows students to observe the inhibitory effect of a competitive antagonist on the physiological response to a receptor agonist. The final experiment involves the observation of the depolarizing effect of K+ on smooth muscle. Students are also invited to consider why the drugs atropine, codeine, loperamide, and botulinum toxin have medicinal uses in the management of gastrointestinal problems.

The marriage of João de Alarcão and Margarida Soares and the creation of a transnational Portuguese-Spanish nobility

The main aim of this chapter is to analyze the social and political effects of dynastic marriages between the Portuguese and Castilian-Aragonese crowns on the configuration of transnational, aristocratic families during the sixteenth and seventeenth centuries. To illustrate these questions we have chosen to follow the Soares de Alarcão family (known in Spain as Suárez de Alarcón) and the paths it took between the royal houses of Portugal and Castile for seven generations. The working hypothesis of the chapter is that the identity of the Iberian nobility during this era was characterized by a shared noble culture rather than by any particular features derived from the family’s land of origin. That assumption allows us to discuss whether the use of a particular language or culture indicates ties or political loyalties based on criteria of nationality, or, at the very least, place of birth. Therefore, this essay discusses the miscegenation of Iberian nobilities derived from dynastic marriages. It articulates the structural characteristics of this group and its political impact with the individual trajectories and historical contexts in which they developed. While these topics can be of interest for the comprehension of Portuguese early modern history, they can also help us to reflect more broadly on processes of identity construction.

Language anxiety in English teachers during their teaching practice

Este estudo explora a influência da ansiedade linguística em futuros professores de Inglês em situação de prática pedagógica. Setting the Scene descreve o aumento de interesse pela ansiedade linguística por parte dos investigadores no contexto da aprendizagem e do ensino, e a relevância desta questão para professores estagiários fazendo a transição de aluno para professor. O autor também considera a sua própria experiência de ansiedade – enquanto estudante e investigador – de modo a gerar um maior entendimento desta emoção complexa. O Capítulo 1 da Parte 1 descreve como o afecto na aprendizagem e na investigação da língua tem vindo a ser um factor preponderante no interesse mais alargado sobre as emoções em contextos educacionais. A recente influência da teoria social na aquisição de uma segunda língua e como esta pode ajudar a repensar a investigação das emoções é discutida antes do final do capítulo, onde se examina ainda como as emoções são expressas na comunicação e interacção. O Capítulo 2 concentra-se na ansiedade na aprendizagem da língua e em como o peso da noção em contexto social alargado tem provavelmente influenciado uma abordagem dominantemente de cariz positivista na investigação sobre a ansiedade linguística. Controvérsias e variáveis da personalidade relacionadas com a ansiedade linguística são discutidas, considerando-se a possibilidade de novas direcções para a investigação. A prática pedagógica é vista como um campo fértil de investigação sobre a ansiedade linguística em estagiários, com estilos de supervisão e discursos – nomeadamente estratégias de delicadeza e de mitigação – sendo considerados influências importantes na experiência desta emoção. O Capítulo 3 da Parte 2 detalha a abordagem etnográfica e etnometodológica do estudo e o procedimento de investigação em si. Os dados foram recolhidos em três momentos distintos. Primeiro, através de inquéritos aplicados aos estagiários antes do começo do estágio. Numa segunda fase, durante o estágio, os dados principais foram recolhidos através das aulas e duma entrevista semi-estruturada com os estagiários, ambas vídeo gravadas, e dos encontros de pós-observação áudio-gravados. Os dados subsidiários recolhidos nesta mesma fase incluem reflexões escritas e dossiers dos estagiários, observações escritas das aulas do investigador e o relatório intercalar dos professores supervisor e cooperante. Na última fase, posterior às aulas, a recolha dos dados principais foi realizada através de uma vídeo gravação da reunião de avaliação final com todos os participantes e de stimulated recall protocols com cada professor estagiário. O Capítulo 4 é predominantemente uma análise qualitativa de discurso, utilizando categorias de análise para identificar sinais de ansiedade emergentes dos dados. Os resultados mostram que um dos estagiários pode ser caracterizado como tendo uma experiência de ansiedade mais debilitadora, outro uma ansiedade mais facilitadora, enquanto a experiência do terceiro é menos pronunciada e mais difícil de caracterizar. Sinais e fontes múltiplos e complexos de ansiedade foram identificados mas as próprias autoimagens dos sujeitos como professores de Inglês, construídas em interacção ao longo do estágio, estão no centro desta experiência emocional. O Capítulo 5 considera as implicações e as conclusões deste estudo. São dadas indicações para a relação estagiário-supervisor e quanto aos estilos do supervisor no quadro da prática pedagógica assim como sugestões para que a ansiedade linguística seja explicitamente abordada na formação em supervisão. Finalmente, é ponderada se a experiência da ansiedade linguística destas estagiárias e as suas fontes têm ou não implicações na formação dos alunos de línguas.

English picturebook illustrations and language development in early years education

Este estudo investiga a influência da interação imagem-texto de três álbuns ilustrados de língua inglesa no desenvolvimento do repertório linguístico de crianças pré-leitoras. Numa metodologia de estudo de caso, adotando uma abordagem qualitativa e socio construtivista num contexto real de educação pré-escolar, três grupos de crianças portuguesas foram filmados ao longo de várias sessões de leitura repetida em voz alta e em inglês, e de sessões de recontos trabalhados em pequenos grupos. Após a transcrição das gravações, o corpus resultante foi analisado com base numa teoria fundamentada de compreensão literária e em escalas de leitura emergente. Os resultados mostraram que as crianças adotaram uma postura fortemente analítica face aos álbuns, direcionando as suas respostas para as ilustrações e usando-as como apoio na construção de significados. Os resultados mostraram também que cada interanimação visual e verbal ofereceu diversas oportunidades para o uso das línguas em presença, o português e o inglês, tendo o formato e a estrutura inerentes a cada álbum contribuído de forma muito relevante para as respostas das crianças. Contudo, os álbuns com uma dinâmica imagem-texto mais complexa proporcionaram um maior envolvimento das crianças, provocando mais discussão em torno das ilustrações e criando mais oportunidades para mediação do uso da segunda língua. Os resultados revelaram ainda a importância da interação durante as leituras repetidas, na compreensão e na análise narrativa, num processo de desenvolvimento da linguagem. Com base nestes resultados, apontam-se conclusões, com implicações para os contextos educativos, quer ao nível da língua materna, quer ao nível da segunda língua, nomeadamente em relação: à seleção de álbuns e à valorização das ilustrações e ainda à importância de leituras repetidas em voz alta e à discussão realizada pelas crianças.

Spectra of graphs obtained by a generalization of the join graph operation

Taking a Fiedler’s result on the spectrum of a matrix formed from two symmetric matrices as a motivation, a more general result is deduced and applied to the determination of adjacency and Laplacian spectra of graphs obtained by a generalized join graph operation on families of graphs (regular in the case of adjacency spectra and arbitrary in the case of Laplacian spectra). Some additional consequences are explored, namely regarding the largest eigenvalue and algebraic connectivity.

Numerical and combinatorial applications of generalized Appell polynomials

This thesis studies properties and applications of different generalized Appell polynomials in the framework of Clifford analysis. As an example of 3D-quasi-conformal mappings realized by generalized Appell polynomials, an analogue of the complex Joukowski transformation of order two is introduced. The consideration of a Pascal n-simplex with hypercomplex entries allows stressing the combinatorial relevance of hypercomplex Appell polynomials. The concept of totally regular variables and its relation to generalized Appell polynomials leads to the construction of new bases for the space of homogeneous holomorphic polynomials whose elements are all isomorphic to the integer powers of the complex variable. For this reason, such polynomials are called pseudo-complex powers (PCP). Different variants of them are subject of a detailed investigation. Special attention is paid to the numerical aspects of PCP. An efficient algorithm based on complex arithmetic is proposed for their implementation. In this context a brief survey on numerical methods for inverting Vandermonde matrices is presented and a modified algorithm is proposed which illustrates advantages of a special type of PCP. Finally, combinatorial applications of generalized Appell polynomials are emphasized. The explicit expression of the coefficients of a particular type of Appell polynomials and their relation to a Pascal simplex with hypercomplex entries are derived. The comparison of two types of 3D Appell polynomials leads to the detection of new trigonometric summation formulas and combinatorial identities of Riordan-Sofo type characterized by their expression in terms of central binomial coefficients.

Brain responses and looking behavior during audiovisual speech integration in infants predict auditory speech comprehension in the second year of life

The use of visual cues during the processing of audiovisual (AV) speech is known to be less efficient in children and adults with language difficulties and difficulties are known to be more prevalent in children from low-income populations. In the present study, we followed an economically diverse group of thirty-seven infants longitudinally from 6–9 months to 14–16 months of age. We used eye-tracking to examine whether individual differences in visual attention during AV processing of speech in 6–9 month old infants, particularly when processing congruent and incongruent auditory and visual speech cues, might be indicative of their later language development. Twenty-two of these 6–9 month old infants also participated in an event-related potential (ERP) AV task within the same experimental session. Language development was then followed-up at the age of 14–16 months, using two measures of language development, the Preschool Language Scale and the Oxford Communicative Development Inventory. The results show that those infants who were less efficient in auditory speech processing at the age of 6–9 months had lower receptive language scores at 14–16 months. A correlational analysis revealed that the pattern of face scanning and ERP responses to audiovisually incongruent stimuli at 6–9 months were both significantly associated with language development at 14–16 months. These findings add to the understanding of individual differences in neural signatures of AV processing and associated looking behavior in infants.

Local object gist: meaningful shapes and spatial layout at a very early stage of visual processing

In his introduction, Pinna (2010) quoted one of Wertheimer’s observations: “I stand at the window and see a house, trees, sky. Theoretically I might say there were 327 brightnesses and nuances of color. Do I have ‘327’? No. I have sky, house, and trees.” This seems quite remarkable, for Max Wertheimer, together with Kurt Koffka and Wolfgang Koehler, was a pioneer of Gestalt Theory: perceptual organisation was tackled considering grouping rules of line and edge elements in relation to figure-ground segregation, i.e., a meaningful object (the figure) as perceived against a complex background (the ground). At the lowest level – line and edge elements – Wertheimer (1923) himself formulated grouping principles on the basis of proximity, good continuation, convexity, symmetry and, often forgotten, past experience of the observer. Rubin (1921) formulated rules for figure-ground segregation using surroundedness, size and orientation, but also convexity and symmetry. Almost a century of research into Gestalt later, Pinna and Reeves (2006) introduced the notion of figurality, meant to represent the integrated set of properties of visual objects, from the principles of grouping and figure-ground to the colour and volume of objects with shading. Pinna, in 2010, went one important step further and studied perceptual meaning, i.e., the interpretation of complex figures on the basis of past experience of the observer. Re-establishing a link to Wertheimer’s rule about past experience, he formulated five propositions, three definitions and seven properties on the basis of observations made on graphically manipulated patterns. For example, he introduced the illusion of meaning by comics-like elements suggesting wind, therefore inducing a learned interpretation. His last figure shows a regular array of squares but with irregular positions on the right side. This pile of (ir)regular squares can be interpreted as the result of an earthquake which destroyed part of an apartment block. This is much more intuitive, direct and economic than describing the complexity of the array of squares.

Women in the English Language Dictionary

Thesis (Ph.D.)--University of Washington, 2012

Sentimento e reflexão : crítica da identidade nos «Fichte-studien» de Novalis

Tese de doutoramento, Estudos de Literatura e de Cultura (Estudos de Literatura e de Cultura de Expressão Alemão), Universidade de Lisboa, Faculdade de Letras, 2016

The Professional Legitimacy of the Taiwan-educated versus US-educated Taiwanese English Teachers

Thesis (Ph.D.)--University of Washington, 2015

What is universal and what differs in language development?

Goldin-Meadow (2015) presents an exceptional synthesis of work from studies of children acquiring language under variable circumstances of input or processing abilities. Deaf children who acquire homesign without any well- formed model from which to learn language represent a powerful example. Goldin-Meadow argues that the resilient properties of language that nevertheless emerge include simple syntactic structures, hierarchical organisa- tion, markers modulating the meaning of sentences, and social-communicative functions. Among the fragile or input-dependent properties are the orders that the language follows, the parts into which words are decomposed, and the features that distinguish nominals from predicates. Separation of these two types of properties poses questions concerning the innate constraints on language acquisition (perhaps these equate to the resilient properties) and con‐ cerning the specificity of processes to language (e.g., whether properties such as hierarchical organisation are specific to language or originate in the structure of thought). The study of the resilient properties of human language in the face of adversity and the relation of these properties to the information that is encoded in the human genome represent a research strategy that draws inferences about species universals (properties that all humans share) from data about individual differences (IDs; factors that make humans different from one another). In the following, we suggest three reasons to be cautious about this approach.