The application of PCA as a movement pattern recognition technique: A proof of principle

Quantitative methods can help us understand how underlying attributes contribute to movement patterns. Applying principal components analysis (PCA) to whole-body motion data may provide an objective data-driven method to identify unique and statistically important movement patterns. Therefore, the primary purpose of this study was to determine if athletes’ movement patterns can be differentiated based on skill level or sport played using PCA. Motion capture data from 542 athletes performing three sport-screening movements (i.e. bird-dog, drop jump, T-balance) were analyzed. A PCA-based pattern recognition technique was used to analyze the data. Prior to analyzing the effects of skill level or sport on movement patterns, methodological considerations related to motion analysis reference coordinate system were assessed. All analyses were addressed as case-studies. For the first case study, referencing motion data to a global (lab-based) coordinate system compared to a local (segment-based) coordinate system affected the ability to interpret important movement features. Furthermore, for the second case study, where the interpretability of PCs was assessed when data were referenced to a stationary versus a moving segment-based coordinate system, PCs were more interpretable when data were referenced to a stationary coordinate system for both the bird-dog and T-balance task. As a result of the findings from case study 1 and 2, only stationary segment-based coordinate systems were used in cases 3 and 4. During the bird-dog task, elite athletes had significantly lower scores compared to recreational athletes for principal component (PC) 1. For the T-balance movement, elite athletes had significantly lower scores compared to recreational athletes for PC 2. In both analyses the lower scores in elite athletes represented a greater range of motion. Finally, case study 4 reported differences in athletes’ movement patterns who competed in different sports, and significant differences in technique were detected during the bird-dog task. Through these case studies, this thesis highlights the feasibility of applying PCA as a movement pattern recognition technique in athletes. Future research can build on this proof-of-principle work to develop robust quantitative methods to help us better understand how underlying attributes (e.g. height, sex, ability, injury history, training type) contribute to performance.

The principle of legal certainty as a principle of economic efficiency

Legal certainty, a feature of the rule of law, constitutes a requirement for the operational necessities of market interactions. But, the compatibility of the principle of legal certainty with ideals such as liberalism and free market economy must not lead to the hastened conclusion that therefore the principle of legal certainty would be compatible and tantamount to the principle of economic efficiency. We intend to analyse the efficiency rationale of an important general principle of EU law—the principle of legal certainty. In this paper, we shall assert that not only does the EU legal certainty principle encapsulate an efficiency rationale, but most importantly, it has been interpreted by the ECJ as such. The economic perspective of the principle of legal certainty in the European context has, so far, never been adopted. Hence, we intend to fill in this gap and propose the representation of the principle of legal certainty as a principle of economic efficiency. After having deciphered the principle of legal certainty from a law and economics perspective (1), we shall delve into the jurisprudence of the ECJ so that the judicial reasoning of the Court as this reasoning proves the relevance of the proposed representation (2). Finally, we conclude in light of the findings of this paper (3).

Critical Reflection in the Marketing Curriculum

This article examines how we can encourage students to engage critically with marketing ideas and activities. Critical marketing studies are currently on the margins of the discipline, and the ideas and challenges to conventional marketing studies posed by critical scholars are rarely tested or implemented in the marketing classroom. Often these are perceived as too academic and elitist to be relevant to the modern business environment. Drawing largely from debates in the management education literature, this article discusses the problems and possibilities of introducing critical reflection into the marketing curriculum and describes some strategies for encouraging critique in the marketing classroom.

Rightful Resistance in the Colombian conflict. A theoretical reflection based on a Peace Community

This article considers the opportunities of civilians to peacefully resist violent conflicts or civil wars. The argument developed here is based on a field-based research on the peace community San José de Apartadó in Colombia. The analytical and theoretical framework, which delimits the use of the term ‘resistance’ in this article, builds on the conceptual considerations of Hollander and Einwohner (2004) and on the theoretical concept of ‘rightful resistance’ developed by O’Brien (1996). Beginning with a conflict-analytical classification of the case study, we will describe the long-term socio-historical processes and the organizational experiences of the civilian population, which favoured the emergence of this resistance initiative. The analytical approach to the dimensions and aims of the resistance of this peace community leads to the differentiation of O`Brian’s concept of ‘rightful resistance’.

Fixed-boundary constituencies and the principle of equal representation in Ireland

The process of constituency boundary revision in Ireland, designed to satisfy what is perceived as a rigid requirement that a uniform deputy-population ratio be maintained across constituencies, has traditionally consumed a great deal of the time of politicians and officials. For almost two decades after a High Court ruling in 1961, the process was a political one, was highly contentious, and was marked by serious allegations of ministerial gerrymandering. The introduction in 1979 of constituency commissions made up of officials neutralised, for the most part, charges that the system had become too politicised, but it continued the process of micro-management of constituency boundaries. This article suggests that the continuing problems caused by this system – notably, the permanently changing nature of constituency boundaries and resulting difficulties of geographical identification – could be resolved by reversion to the procedure that is normal in proportional representation systems: periodic post-census allocation of seats to constituencies whose boundaries are based on those of recognised local government units and which are stable over time. This reform, replacing the principle of redistricting by the principle of reapportionment, would result in more recognisable constituencies, more predictable boundary trajectories over time, and a more efficient, fairer, and speedier process of revision.

Repositories for open education, a reflection and look forward for EPrints

Update on the work undertaken by EPrints team at University of Southampton (EPrints Services) to migrate the OER repository solution 'EdShare' to the latest EPrints 3.3 core and setting out areas for the solution to continue to develop and embrace ethos of open education to reach a global community of educators, students and self-learners. Presentation given at 11th International Open Repositories conference in Dublin (OR2016).

Creative Reflection in Action

This (Students as Academic Partners) project aimed to explore the potential of a creative approach to reflection. Developing approaches to reflective practice is directly relevant for teachers and those who are training to become teachers. Individual reflections were produced by project participants based on several very short video clips of children in a nursery school. These individual reflections were extended into a collaborative reflection highlighting common themes. This broader focus seeks to contribute to an encompassing discourse related to early years practice. The poster aims to show how critical reflection and speculation can develop an understanding of the child, their development and potential barriers to this development. Through observing stills from the video footage, viewers of the poster are challenged to speculate about the child’s body language, what they might be doing or whether the learning environment is suitable to develop and progress their knowledge and understanding further?

Le discours juridique dans la " société du risque ": Regard réflexif sur l'évolution de l'assurance et du principe de précaution en droit

Cette recherche propose une analyse critique du droit applicable à deux dimensions de la gestion des risques : l’indemnisation des dommages au moyen de l’assurance et la prévention des risques au moyen du principe de précaution. Dans une perspective interdisciplinaire, l’interaction du droit avec les rationalités politique, économique, scientifique et sociale est soulignée par l’opposition de deux théories : la Société du risque d’Ulrich Beck et la Société assurantielle de François Ewald. L’argumentation révèle les différentes significations de la limite de l’assurance privée en droit et les discours dissonants quant aux stratégies juridiques utilisées face aux risques. Le mémoire fournit ainsi des balises essentielles à la réflexion juridique critique. L’originalité de l’angle d’analyse, qui tient compte de l’évolution du droit en lien avec la modification de la rationalité politique survenue au XIXe siècle avec l’industrialisation des sociétés occidentales, permet d’enrichir l’épistémologie juridique. Il en découle entre autres une réflexion au sujet de l’évolution des conceptions théoriques du droit et de son rôle social escompté.

Applications of Microwave Antenna Array for Wireless Power Transmission and Radar Imaging in Complex Environment

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

The principle of benefit from drug development for patients in clinical research

From an ethical perspective, clinical research involving humans is only acceptable if it involves the potential for benefit. Various characteristics can be applied to differentiate research benefit. Often benefit is categorized in direct or indirect benefit, whereby indirect benefit might be further differentiated in collective or benefit for the society, excluding or including the trial patient in the long term. Ethical guidelines, such as the Declaration of Helsinki in its latest version, do not precisely favor a particular type of benefit.

Intervenção socioeducativa: investigação-ação participativa com trabalhadoras do sexo de rua e uma equipa de outreach

Nos últimos anos, assistimos ao crescimento do conhecimento sobre o trabalho sexual e os seus atores. No entanto, poucos estudos envolvem os/as trabalhadores/as do sexo (TS) como participantes ativos. Esta tese apresenta uma pesquisa de investigação-ação participativa (IAP) composta por dois estudos que, de forma complementar, pretendem contribuir para o desenvolvimento de uma proposta socioeducativa de intervenção centrada nos direitos e necessidades dos/as TS. O estudo preliminar pretende refletir sobre os discursos institucionais produzidos em torno do trabalho sexual e dar a conhecer as práticas socioeducativas empreendidas pelas instituições que dirigem serviços a TS, em Portugal. O segundo estudo apresenta o processo e os resultados de uma IAP, com TS de rua e uma equipa de outreach. O propósito do segundo estudo consistiu em identificar as necessidades e as vontades das TS e de uma equipa de outreach, com a finalidade de encorajar os/as participantes na construção de um modelo socioeducativo de intervenção. O estudo preliminar foi efetuado junto das 23 instituições que, à data deste estudo (de outubro de 2012 a março de 2013), prestavam apoio a TS. Concluímos que os serviços são bastante similares, focados na redução de riscos decorrentes do trabalho sexual, sobretudo a nível da promoção e educação para a saúde, assumindo uma intervenção tradicional centrada na epidemiologia. De forma menos expressiva, encontrámos instituições que se centram no apoio ao abandono da atividade. Todas assumem um papel fundamental no debate social e político sobre a prostituição enquanto trabalho ou opressão. Estes resultados conduziram-nos à formulação das seguintes questões: 1) Os serviços tradicionais centrados na epidemiologia reforçam inadvertidamente o estigma do/a TS?; 2) Quais são as preocupações, necessidades e vontades reais dos/as TS?; 3) O que pensam sobre serem envolvidos/as no desenho, implementação e avaliação de projetos que lhes dizem respeito? Assim, identificámos uma falta de participação dos/as TS em projetos a si dirigidos, corroborada pela literatura científica. O segundo estudo foi desenvolvido, de setembro de 2012 a junho de 2015, através de três ciclos de planificação-ação-reflexão com TS de rua e uma equipa de outreach, em Coimbra, tendo envolvido 28 participantes formais. Através de entrevistas e da reinterpretação conjunta dos resultados das mesmas, verificámos a existência de preocupações comuns, designadamente no que se refere à saúde e segurança ocupacionais, mas pouca coesão entre as TS. As iniciativas de conscientização, desenvolvidas no âmbito da IAP, providenciaram um sentido de controlo, mas a transformação da subjetividade em ação coletiva continua a ser premente. Por tal, propomos um modelo de intervenção socioeducativa com TS, segundo uma abordagem centrada na relação e na prática reflexiva, através do recurso a métodos e à filosofia da IAP. Propomos, ainda, algumas recomendações em torno da educação/formação dos profissionais de proximidade, das/os TS e, a um nível macro, iniciativas educativas centrada na desconstrução social do género.

A scale variational principle of Herglotz

The Herglotz problem is a generalization of the fundamental problem of the calculus of variations. In this paper, we consider a class of non-differentiable functions, where the dynamics is described by a scale derivative. Necessary conditions are derived to determine the optimal solution for the problem. Some other problems are considered, like transversality conditions, the multi-dimensional case, higher-order derivatives and for several independent variables.

Deep Crustal Structure of the North-West African Margin from Combined Wide-angle and Reflection Seismic Data (MIRROR Seismic Survey)

The structure of the Moroccan and Nova Scotia conjugate rifted margins is of key importance for understanding the Mesozoic break-up and evolution of the northern central Atlantic Ocean basin. Seven combined multichannel reflection (MCS) and wide-angle seismic (OBS) data profiles were acquired along the Atlantic Moroccan margin between the latitudes of 31.5° and 33° N during the MIRROR seismic survey in 2011, in order to image the transition from continental to oceanic crust, to study the variation in crustal structure and to characterize the crust under the West African Coast Magnetic Anomaly (WACMA). The data were modeled using a forward modeling approach. The final models image crustal thinning from 36 km thickness below the continent to approximately 8 km in the oceanic domain. A 100 km wide zone characterized by rough basement topography and high seismic velocities up to 7.4 km/s in the lower crust is observed westward of the West African Coast Magnetic Anomaly. No basin underlain by continental crust has been imaged in this region, as has been identified north of our study area. Comparison to the conjugate Nova Scotian margin shows a similar continental crustal thickness and layer geometry, and the existence of exhumed and serpentinized upper mantle material on the Canadian side only. The oceanic crustal thickness is lower on the Canadian margin.