Linear Hyperspectral Unmixing Using L0-norm Approximations and Nonnegative Matrix Factorization

Spectral unmixing (SU) is a technique to characterize mixed pixels of the hyperspectral images measured by remote sensors. Most of the existing spectral unmixing algorithms are developed using the linear mixing models. Since the number of endmembers/materials present at each mixed pixel is normally scanty compared with the number of total endmembers (the dimension of spectral library), the problem becomes sparse. This thesis introduces sparse hyperspectral unmixing methods for the linear mixing model through two different scenarios. In the first scenario, the library of spectral signatures is assumed to be known and the main problem is to find the minimum number of endmembers under a reasonable small approximation error. Mathematically, the corresponding problem is called the $\ell_0$-norm problem which is NP-hard problem. Our main study for the first part of thesis is to find more accurate and reliable approximations of $\ell_0$-norm term and propose sparse unmixing methods via such approximations. The resulting methods are shown considerable improvements to reconstruct the fractional abundances of endmembers in comparison with state-of-the-art methods such as having lower reconstruction errors. In the second part of the thesis, the first scenario (i.e., dictionary-aided semiblind unmixing scheme) will be generalized as the blind unmixing scenario that the library of spectral signatures is also estimated. We apply the nonnegative matrix factorization (NMF) method for proposing new unmixing methods due to its noticeable supports such as considering the nonnegativity constraints of two decomposed matrices. Furthermore, we introduce new cost functions through some statistical and physical features of spectral signatures of materials (SSoM) and hyperspectral pixels such as the collaborative property of hyperspectral pixels and the mathematical representation of the concentrated energy of SSoM for the first few subbands. Finally, we introduce sparse unmixing methods for the blind scenario and evaluate the efficiency of the proposed methods via simulations over synthetic and real hyperspectral data sets. The results illustrate considerable enhancements to estimate the spectral library of materials and their fractional abundances such as smaller values of spectral angle distance (SAD) and abundance angle distance (AAD) as well.

El concepto de ciudadanía en la obra de Dominique Schnapper: entre el tipo ideal sociológico y el ideal de sociedad democrática

Este artículo analiza la evolución del concepto de ciudadanía en la obra de Dominique Schnapper como uno de los ejemplos más destacados en la sociología contemporánea de una aproximación completa a la cuestión. A través de un recorrido exhaustivo por su obra, el objetivo es profundizar en la comprensión de la tensión entre la dinámica democrática y la idea de ciudadanía en cuanto que tipo ideal del vínculo social y como principio regulador de las sociedades democráticas. La autora propone en sus primeros trabajos una noción de ciudadanía vinculada al proceso político de construcción de la nación que no distingue entre la definición de un tipo ideal sociológico y la construcción de un ideal de sociedad. Esta confusión se corrige al introducir posteriormente en el análisis la incidencia de la democracia sobre las experiencias individuales de la ciudadanía, aportando una perspectiva de análisis de gran utilidad tanto para la comprensión de la dinámica contemporánea de las sociedades democráticas como para la necesaria defensa de la ciudadanía como vínculo social fundamental y como principio fundador de la legitimidad política.

Mutations of the Ideal Sociability in the Eighteenth Century: From Insel Felsenburg to Goethe

In Insel Felsenburg, the most popular of the German Robinsonades, the link between this novelistic subgenre and utopia becomes obvious, because, unlike what had been the case in Robinson Crusoe, the island functions as a contrast with respect to the starting point: Europe, conceived as unmoral and far away from God. The Felsenburg Island becomes a symbol of a patriarchal-bourgeois ideal society, whose centre is the family. It is conceivable that this idealized sociability form is reelaborated in the last third of the 18th Century, when the utopian story is temporalized and the Robinsonades lose their force. Novels such as Anton Reiser and Wilhem Meisters Lehjahre testify for these transformations.

Sex, normer, roller och ideal : En komparativ textanalys om mäns och kvinnors sexualitet inom islam

Denna studie har haft som syfte att undersöka hur mäns och kvinnors roller, sexualitet och ideal inom en muslimsk kontext ser ut. Detta gjordes genom en analys av tre olika böcker, vilka hade tre olika perspektiv och var producerade under tre olika tidsperioder. Böckerna var Den doftande trädgården från år 1966, vilket var det orientalistiska perspektivet, The muslim marriage guide från år 1995, vilket var det neo-traditionella perspektivet samt Sexual Ethics and Islam från år 2006, vilket var det feministiska perspektivet. För att kunna undersöka dessa böcker analyserades dem utifrån verktyg från lingvistisk och visuell textanalys samt kategoriserades och komparerades. Resultatet blev att böckerna både hade likheter och skillnader gällande mäns och kvinnors roller, sexualitet och ideal. Kvinnor framställdes genom feminina egenskaper som omsorgsfull, hemmafru, vacker och sexuell tillgänglighet, medan män framställdes genom maskulina egenskaper som ledare, styrka, ansvarsfull och sexuell skicklighet. Män kunde också oftare ses som önskvärda deltagare och utföra fler handlingar än kvinnor. I vissa delar av materialet förekom även orientalistiska framställningar.

Feminist Street Performances in Puerto Rico: Alternative Imaginaries Shifting the Ideal(ized) National Body

Thesis (Ph.D.)--University of Washington, 2016-08

Programa de orientación vocacional laboral para personas con discapacidad de la fundación de adaptación laboral- IDEAL

El fin de este trabajo de investigación es optimizar el programa de Orientación Vocacional de la Fundación IDEAL dirigido a los beneficiarios en condición de discapacidad con el fin de favorecer un desempeño satisfactorio en la labor productiva del taller institucional y en el cotidiano de sus vidas para una futura reinserción laboral.

My Ideal School: A Personal Construct Psychology Approach to Understanding the School Constructs of Children Described as Anxious

This research explores the school constructs of children described as anxious. Little research exists that looks at understanding children’s school-related anxiety through the lens of Personal Construct Psychology (PCP). This qualitative research design includes semi-structured interviews that followed a PCP theoretical framework. The interviews were carried out with five children aged between 7 and 11, who attended state schools in Malta, and who were experiencing school-related anxiety. Participants were asked to comment and produce drawings about the kind of school they would like to attend (their ideal school), and the kind of school they would not like to attend. The children’s constructs were organised according to whether they related to adults in school, their peers, the school and classroom environment, and the participants themselves in each of these two imaginary schools. Participants were also asked to think of how the school they currently attend can become more like their ideal school. Findings indicate the importance of relationships between teachers and pupils, relationships amongst pupils themselves, a positive learning environment within the classroom and the belongingness to a common value system and school ethos to which anxious children can relate. This research aims to shed light on the responsibility of professionals working with children with school-related anxiety to look beyond within-child factors and understand possible stressors in the child’s environment as potentially contributing to heightening their anxiety.

Kärlekens glädje? : En studie om relationen mellan teologiska ideal och pastorala problem vid formandet av praktisk katolsk etik i Amoris Laetitia

Det är förmodligen många som föreställer sig att religiöst motiverad etik är någonting statiskt och orörligt. Så är det kanske särskilt med katolsk etik. De flesta föreställer sig att katolsk etik formas ovanifrån, av påven och biskopskollegiet och att kyrkans medlemmar sedan måste rätta sig efter detta utan tillstymmelse till inflytande. Är det så? I denna uppsats undersöks relationen mellan de religiösa idealen och de pastorala problemen i syfte att se hur teori och praxis samverkar i formerandet av den katolska etiken. Den teoretiska utgångspunkten för arbetet är de fyra modeller för hur teori och praxis påverkar varandra som Niclas Lindström lyfter fram. Det material som undersöks är den katolska kyrkans nyligen utgivna post-synodala exhortation Amoris Laetitia, som översatt till svenska kan kallas ”Kärlekens glädje”. Genom att undersöka vilka ideal, problem och åtgärder som nämns i exhortationen och genom att jämföra undersökningen med tidigare forskning om doktrinär utveckling inom den katolska kyrkan mynnar arbetet ut i en slutsats: Katolsk etik utvecklas och förtydligas långsamt genom att biskoparna fastställer läror utifrån teologiska ideal, i frågor som de vanliga medlemmarna sätter på agendan utifrån pastorala problem. Slutligen presenteras förslag på hur lärare i religionskunskap kan använda sig av uppsatsen i sitt arbete på ett sätt som uppfyller Skolverkets mål.

Norm Friesen: The Place of the Classroom and the Space of the Screen, Relational Pedagogy and Internet Technology. New York, Bern etc.: Lang 2011 [Rezension]

Rezension von: Norm Friesen: The Place of the Classroom and the Space of the Screen, Relational Pedagogy and Internet Technology, New York, Bern etc.: Lang 2011 (183 S.; ISBN 978-1-4331-0959-1)

Ensino da sistematização da assistência de enfermagem na formação em nível técnico: típico ideal de docentes

Introdução: A Sistematização da Assistência de Enfermagem (SAE) é reconhecida enquanto metodologia organizadora do trabalho da enfermagem. Todavia, apesar de ter sua obrigatoriedade no Brasil instituída pelo Conselho Federal de Enfermagem, sua consolidação ainda é inconsistente. Nesse contexto se reconhece que uma possibilidade de avanço para a implementação da SAE constitui o aspecto formativo da equipe de enfermagem, sobretudo dos técnicos de enfermagem, classe que costuma ser esquecida quando se aborda a SAE (Cruz & Almeida, 2010; Salvador & Santos, 2013). Objetivos: Desvelar a tipificação de docentes sobre o ensino da sistematização da assistência de enfermagem em nível técnico. Metodologia: Estudo descritivo, de abordagem qualitativa. Participaram sete docentes do Curso Técnico em Enfermagem de uma universidade pública do Nordeste do Brasil. A coleta de dados ocorreu em fevereiro de 2015, a partir da técnica do grupo focal. As falas foram transcritas e o conteúdo textual decorrente das entrevistas foi submetido à análise lexicográfica, com auxílio do software Interface de R pour Analyses Multidimensionnelles de Textes et de Questionneires (IRAMUTEQ). A análise dos dados foi realizada a partir do referencial teórico de Alfred Schutz (2012). Os preceitos éticos foram atendidos. Resultados: Participaram sete docentes com formação mínima de mestrado, experientes no ensino técnico. Por meio da Classificação Hierárquica Descendente, cinco classes advieram das três partições de conteúdo. As classes 1 e 2 denotaram por um lado experiências e possibilidades que afirmam a necessidade de inserir a SAE no nível técnico e por outro dúvidas quanto ao momento certo para este ensino. As classes 3 e 4 elucidaram os motivos-porque ensinar a SAE aos técnicos de enfermagem, ao destacar que os docentes devem enfrentar os receios em busca de alternativas para que o ensino da SAE em nível técnico se consolide, a partir da reflexão acerca do papel da universidade na mudança da prática e na superação da cisão entre o fazer e o pensar no mundo da vida da enfermagem. A classe 5 possibilitou a compreensão dos motivos-para ensinar a SAE em nível técnico, com destaque para as contribuições que o técnico de enfermagem pode efetivar ao se integrar à SAE. Conclusões: Os docentes do curso técnico de enfermagem tipificam a importância de efetivar o ensino da SAE aos técnicos de enfermagem. Para tanto, enfatizam a necessidade de incluir tal temática na formação em nível técnico. Assim, ao mesmo tempo em que denotam dúvidas e receios em não saber como e quando efetivar o ensino da SAE aos técnicos de enfermagem, refletem acerca das possibilidades e necessidade de consolidar tal ensino.

Spectral synthesis and topologies on ideal spaces for Banach *-algebras

This paper continues the study of spectral synthesis and the topologies τ∞ and τr on the ideal space of a Banach algebra, concentrating on the class of Banach *-algebras, and in particular on L1-group algebras. It is shown that if a group G is a finite extension of an abelian group then τr is Hausdorff on the ideal space of L1(G) if and only if L1(G) has spectral synthesis, which in turn is equivalent to G being compact. The result is applied to nilpotent groups, [FD]−-groups, and Moore groups. An example is given of a non-compact, non-abelian group G for which L1(G) has spectral synthesis. It is also shown that if G is a non-discrete group then τr is not Hausdorff on the ideal lattice of the Fourier algebra A(G).

The standardisation of Scottish Gaelic orthography 1750-2007: a corpus approach

This thesis investigates the standardisation of Modern Scottish Gaelic orthography from the mid-eighteenth century to the twenty-first. It presents the results of the first corpus-based analysis of Modern Scottish Gaelic orthographic development combined with an analytic approach that places orthographic choices in their sociolinguistic context. The theoretical framework behind the analysis centres on discussion of how the language ideologies of the phonographic ideal, historicism, autonomy, vernacularism and the ideology of the standard itself have shaped orthographic conventions and debates. It argues that current spelling norms reflect an orthography that is the result of compromise, historical factors and pragmatic function. The research uses a digital corpus to examine how three particular features have been used over time: the dialect variation between <eu> and <ia>; variation in s + stop consonant clusters (sd/st, sg/sc, sb/sp); and the use of the grave and acute accents. Evidence is drawn from the Corpas na Gàidhlig electronic corpus created at the University of Glasgow: the sub-corpus used in this study includes 117 published texts representing a period of over 250 years from 1750 to 2007, and a total size of over four and a quarter million words. The results confirm a key period of reform between 1750 and the early nineteenth century, and thereafter a settled norm being established in the early nineteenth century. Since then, some variation has been acceptable although changes and reform of some features have centred on increasing uniformity and regularisation.