Modeling continuous self-report measures of perceived emotion using generalized additive mixed models

Emotion research has long been dominated by the “standard method” of displaying posed or acted static images of facial expressions of emotion. While this method has been useful it is unable to investigate the dynamic nature of emotion expression. Although continuous self-report traces have enabled the measurement of dynamic expressions of emotion, a consensus has not been reached on the correct statistical techniques that permit inferences to be made with such measures. We propose Generalized Additive Models and Generalized Additive Mixed Models as techniques that can account for the dynamic nature of such continuous measures. These models allow us to hold constant shared components of responses that are due to perceived emotion across time, while enabling inference concerning linear differences between groups. The mixed model GAMM approach is preferred as it can account for autocorrelation in time series data and allows emotion decoding participants to be modelled as random effects. To increase confidence in linear differences we assess the methods that address interactions between categorical variables and dynamic changes over time. In addition we provide comments on the use of Generalized Additive Models to assess the effect size of shared perceived emotion and discuss sample sizes. Finally we address additional uses, the inference of feature detection, continuous variable interactions, and measurement of ambiguity.

Chemometric techniques in multivariate statistical modelling of process plant

The techniques of principal component analysis (PCA) and partial least squares (PLS) are introduced from the point of view of providing a multivariate statistical method for modelling process plants. The advantages and limitations of PCA and PLS are discussed from the perspective of the type of data and problems that might be encountered in this application area. These concepts are exemplified by two case studies dealing first with data from a continuous stirred tank reactor (CSTR) simulation and second a literature source describing a low-density polyethylene (LDPE) reactor simulation.

Peer injecting: implications for injecting order and blood-borne viruses among men and women who inject heroin

A large body of research has highlighted practices and rituals that characterise injecting drug use and behavioural and environmental risks that can contribute to the transmission of blood-borne viruses. Compared with other injecting practices, considerably less is known about peer injecting, i.e. receiving or giving injections, particularly the social context in which it occurs. In this article, we explore peer injecting and injecting order at initiation into injecting drug user (IDU) and during subsequent injection episodes. Using data from semi-structured interviews, we highlight the experiences of 41 males and females who had received injections from other IDUs. Respondents were recruited through various strategies, largely chain referral. The results suggest gendered similarities as well as differences in terms of peer injecting, the order of injection and micro-risk contexts for blood-borne viruses. © 2013 Informa UK Ltd.

Calibrated CFD simulation to evaluate thermal comfort in a highly-glazed naturally ventilated room

Natural ventilation is a sustainable solution to maintaining healthy and comfortable environmental conditions in buildings. However, the effective design, construction and operation of naturally ventilated buildings require a good understanding of complex airflow patterns caused by the buoyancy and wind effects.The work presented in this article employed a 3D computational fluid dynamics (CFD) analysis in order to investigate environmental conditions and thermal comfort of the occupants of a highly-glazed naturally ventilated meeting room. This analysis was facilitated by the real-time field measurements performed in an operating building, and previously developed formal calibration methodology for reliable CFD models of indoor environments. Since, creating an accurate CFD model of an occupied space in a real-life scenario requires a high level of CFD expertise, trusted experimental data and an ability to interpret model input parameters; the calibration methodology guided towards a robust and reliable CFD model of the indoor environment. This calibrated CFD model was then used to investigate indoor environmental conditions and to evaluate thermal comfort indices for the occupants of the room. Thermal comfort expresses occupants' satisfaction with thermal environment in buildings by defining the range of indoor thermal environmental conditions acceptable to a majority of occupants. In this study, the thermal comfort analysis, supported by both field measurements and CFD simulation results, confirmed a satisfactory and optimal room operation in terms of thermal environment for the investigated real-life scenario. © 2013 Elsevier Ltd.

Progress at JET in integrating ITER-relevant core and edge plasmas within the constraints of an ITER-like wall

This paper reports the progress made at JET-ILW on integrating the requirements of the reference ITER baseline scenario with normalized confinement factor of 1, at a normalized pressure of 1.8 together with partially detached divertor whilst maintaining these conditions over many energy confinement times. The 2.5 MA high triangularity ELMy H-modes are studied with two different divertor configurations with D-gas injection and nitrogen seeding. The power load reduction with N seeding is reported. The relationship between an increase in energy confinement and pedestal pressure with triangularity is investigated. The operational space of both plasma configurations is studied together with the ELM energy losses and stability of the pedestal of unseeded and seeded plasmas. The achievement of stationary plasma conditions over many energy confinement times is also reported.

The role of WNT singling activation and its blockage in the focal retinal lesion of Ccl2-/-/Cx3cr1-/- mice with and without rd8 background

Purpose: The canonical Wnt signaling is activated by retinal injury. Under disease conditions, the Wnt mediates inflammatory responses. Inflammation has been detected in age-related macular degeneration (AMD) retinas and Ccl2-/-/Cx3cr1-/- (DKO) mice with or without rd8 background, a model with progressive AMD-like lesions including focal photoreceptor/RPE degeneration and A2E accumulation. We evaluated the effects of Wnt-β-catenin activation and an antibody against LRP6, the co-receptor of Wnt on these two models.

Methods: anti-LRP6 antibody (2F1, 1 μl of 5 μg/μL) was intravitreally injected into the right eyes in 3 separate experiments (DKOrd8, N=35; DKO, N=10). The left eyes were injected with mouse IgG as controls. Fundoscopy was taken before injection and sequentially monthly after injection. Two months after injection, light-adapted ERG responses were recorded; then the eyes were harvested for histopathology, the determination of retinal A2E, and molecular analysis. The microarray of ocular mRNA of 92 Wnt genes was compared between the treated and the control eyes. The phosphorylated types of LRP6 and β-catenin and endogenous forms of the proteins were assayed by Western blotting.

Results: For DKOrd8 mice, the fundus showed a slower progression or alleviation of retinal lesions in the right eyes as compared to the left eyes. Among 35 pairs of eyes, 26 (74.3%) were improved, 7 (20%) stayed the same and 2 (5.7%) remained progressing. Histology confirmed the clinical observation. Light-adapted ERG of the treated eyes exhibited larger amplitudes compared to control eyes (n=6), with greater improvements under UV light stimulus. There was a significantly lower A2E in the treated eyes compared to controls. Microarray of 92 Wnt genes expression pattern was similar in both eyes. Western blotting indicated local administration of 2F1 antibody to suppress the activation of Wnt pathway in the retina. For DKO mice, the treatment improved ERG but less effect on RPE degeneration.

Conclusions: The canonical Wnt signaling plays a role in the focal retina lesion of both DKOrd8 and DKO mice; and intravitreal anti-LRP6 antibody might be neuroprotective via deactivation of canonical Wnt pathway.

Design of a Virtual Reality Framework for Maintainability and assemblability test of complex systems

This paper presents a unique environment whose features are able to satisfy requirements for both virtual maintenance and virtual manufacturing through the conception of original virtual reality (VR) architecture. Virtual Reality for the Maintainability and Assemblability Tests (VR_MATE) encompasses VR hardware and software and a simulation manager which allows customisation of the architecture itself as well as interfacing with a wide range of devices employed in the simulations. Two case studies are presented to illustrate VR_MATE's unique ability to allow for both maintainability tests and assembly analysis of an aircraft carriage and a railway coach cooling system respectively. The key impact of this research is the demonstration of the potentialities of using VR techniques in industry and its multiple applications despite the subjective character within the simulation. VR_MATE has been presented as a framework to support the strategic and operative objectives of companies to reduce product development time and costs whilst maintaining product quality for applications which would be too expensive to simulate and evaluate in the real world.

A spatial approach to network generation for three properties:Degree distribution, clustering coefficient and degree assortativity

Social networks generally display a positively skewed degree distribution and higher values for clustering coefficient and degree assortativity than would be expected from the degree sequence. For some types of simulation studies, these properties need to be varied in the artificial networks over which simulations are to be conducted. Various algorithms to generate networks have been described in the literature but their ability to control all three of these network properties is limited. We introduce a spatially constructed algorithm that generates networks with constrained but arbitrary degree distribution, clustering coefficient and assortativity. Both a general approach and specific implementation are presented. The specific implementation is validated and used to generate networks with a constrained but broad range of property values. © Copyright JASSS.

Extracção supercrítica de óleo de grainha de uva combinada com pré-tratamentos enzimáticos

Neste trabalho estudou-se a extracção supercrítica do óleo de grainha de uva, usando dióxido de carbono, e combinou-se este processo com um prétratamento enzimático da semente para aumentar o rendimento global da extracção. A qualidade dos extractos obtidos foi avaliada pelo seu conteúdo em triacilglicerídeos, perfil de ácidos gordos e capacidade antioxidante. Realizaram-se também alguns estudos exploratórios sobre a aplicação de um pré-tratamento de alta pressão (HPP) à grainha da uva. Adicionalmente, efectuou-se o estudo da extracção, fraccionamento e caracterização estrutural das procianidinas da grainha da uva, bem como a avaliação da sua capacidade antioxidante. A extracção de procianidinas da grainha da uva foi efectuada sequencialmente com metanol e acetona/água, tendo sido posteriormente fraccionadas por adição sucessiva de misturas metanol/clorofórmio progressivamente mais concentradas em clorofórmio. A caracterização das procianidinas foi feita por HPLC-UV e LC–MS, antes e depois de sujeitar as amostras a uma tiólise, e também por ESI-MS e ESI-MS/MS. Este estudo permitiu reportar, pela primeira vez, a ocorrência de procianidinas do tipo-A galoiladas na grainha da uva. Os resultados de HPLC-UV permitiram determinar o grau médio de polimerização das procianidinas e a sua composição monomérica em (+)- catequina, (-)-epicatequina e (-)-epicatequina-O-galato. Mostrou-se que a (+)- catequina é o flavan-3-ol terminal mais abundante e a (-)-epicatequina predomina largamente como unidade de extensão. No caso de procianidinas do tipo A, a ligação interflavânica C2-C7 encontra-se essencialmente nas unidades terminais. O grau médio de polimerização das diversas fracções varia entre 1.0 e 10.8. A sua capacidade antioxidante, medida pelo método espectrofotométrico de DPPH•, mostrou-se ser equivalente à de uma amostra comercial de (+)-catequina usada como referência. A partir dos graus médios de polimerização experimentais e das análises de FTIR das fracções correspondentes foi possível obter um modelo preditivo O-PLS com apenas uma variável latente. O pré-tratamento enzimático justificou-se pelo conhecimento existente acerca do uso de enzimas específicas que destroem parcialmente as paredes celulares. Atendendo à composição das paredes celulares da grainha da uva preparou-se uma suspensão contendo protease, xilanase, pectinase e celulase. Para determinar as condições experimentais do pré-tratamento que maximizam o rendimento da extracção, estudou-se o efeito do tempo de reacção, temperatura, pH, diâmetro médio das partículas de grainha moída e a concentração das enzimas. Os incrementos do rendimento da extracção de óleo observados atingiram 163.2%. O estudo da extracção supercrítica (SFE) do óleo da grainha de uva tratada e não-tratada permitiu obter as curvas de extracção correspondentes, bem com analisar a influência das condições operatórias sobre o seu andamento. Montou-se uma instalação laboratorial onde se realizaram experiências com dióxido de carbono a 160, 180, 200 e 220 bar e temperaturas de 313.15 e 323.15 K. Os rendimentos obtidos por SFE foram semelhantes aos de Soxhlet com n-hexano. As curvas de extracção medidas compreendem um primeiro período de extracção, onde se remove cerca de 92-97% do óleo disponível, e um segundo período, essencialmente difusional, com pouco impacto no rendimento final. Os vários extractos recolhidos e o óleo global obtido foram caracterizados para avaliar a sua qualidade e relacioná-la com as condições operatórias de SFE. Determinaram-se o conteúdo total em triacilglicerídeos, o seu perfil de ácidos gordos e a capacidade antioxidante (AOC). Os resultados mostraram que a AOC aumenta com a elevação da pressão e, acentuadamente, com o acréscimo da temperatura. Ao longo da curva de extracção, a AOC é mais pronunciada nos extractos iniciais, nomeadamente nos primeiros 30 a 40% da extracção. A modelação efectuada considerou que o óleo extractável se reparte entre células rompidas, predominantes na periferia da semente, e células intactas, mais interiores. Admitiu-se que o transporte de massa ocorre em série, i.e. das células intactas para as rompidas e destas para o solvente; mostrou-se que a dispersão axial era desprezável. Os balanços materiais à fase fluida e aos volumes de células rompidas e intactas, combinados com os fluxos interno, externo e a relação de equilíbrio foram resolvidos numericamente pelo método das linhas combinado com diferenças finitas atrasadas. O modelo reproduziu bem as curvas experimentais e permitiu simular curvas de eluição e os três perfis de concentração no leito.

Manutenção produtiva total: implementação na Simoldes Plásticos, SA

O presente trabalho descreve um projeto de implementação da metodologia de Manutenção Produtiva Total (TPM) desenvolvido na Simoldes Plásticos, unidade industrial de injeção de plásticos que opera no setor automóvel. A metodologia TPM salienta o papel fundamental que o trabalho em equipa e, em particular, a participação do pessoal, podem desempenhar na identificação de oportunidades de melhoria e na sua implementação. A sua aplicação visa a diminuição dos desperdícios, acidentes, defeitos, paragens e falhas ao longo de um processo produtivo. De uma forma geral, a TPM utiliza uma ideia base elementar que passa pela sensibilização, formação e treino dos operadores para que estes consigam realizar a manutenção autónoma dos equipamentos e melhorar continuamente o seu desempenho. Este trabalho apresenta em primeiro lugar uma revisão dos conceitos de Gestão da Qualidade Total, particularmente da Melhoria Contínua e da Metodologia TPM. De seguida, é descrita a aplicação da TPM na empresa Simoldes Plásticos, que inclui uma descrição dos principais problemas encontrados e das medidas aplicadas para a sua correção. Finalmente é feita uma análise do impacto das melhorias implementadas, a partir da análise de um indicador de eficiência específico, desenvolvido na empresa - o RUTPM - Rendimento de Utilização TPM.

Behavioral modeling optimization and enhancement for high-speed analog mixed-signal I/O interfaces

A integridade do sinal em sistemas digitais interligados de alta velocidade, e avaliada através da simulação de modelos físicos (de nível de transístor) é custosa de ponto vista computacional (por exemplo, em tempo de execução de CPU e armazenamento de memória), e exige a disponibilização de detalhes físicos da estrutura interna do dispositivo. Esse cenário aumenta o interesse pela alternativa de modelação comportamental que descreve as características de operação do equipamento a partir da observação dos sinais eléctrico de entrada/saída (E/S). Os interfaces de E/S em chips de memória, que mais contribuem em carga computacional, desempenham funções complexas e incluem, por isso, um elevado número de pinos. Particularmente, os buffers de saída são obrigados a distorcer os sinais devido à sua dinâmica e não linearidade. Portanto, constituem o ponto crítico nos de circuitos integrados (CI) para a garantia da transmissão confiável em comunicações digitais de alta velocidade. Neste trabalho de doutoramento, os efeitos dinâmicos não-lineares anteriormente negligenciados do buffer de saída são estudados e modulados de forma eficiente para reduzir a complexidade da modelação do tipo caixa-negra paramétrica, melhorando assim o modelo standard IBIS. Isto é conseguido seguindo a abordagem semi-física que combina as características de formulação do modelo caixa-negra, a análise dos sinais eléctricos observados na E/S e propriedades na estrutura física do buffer em condições de operação práticas. Esta abordagem leva a um processo de construção do modelo comportamental fisicamente inspirado que supera os problemas das abordagens anteriores, optimizando os recursos utilizados em diferentes etapas de geração do modelo (ou seja, caracterização, formulação, extracção e implementação) para simular o comportamento dinâmico não-linear do buffer. Em consequência, contributo mais significativo desta tese é o desenvolvimento de um novo modelo comportamental analógico de duas portas adequado à simulação em overclocking que reveste de um particular interesse nas mais recentes usos de interfaces de E/S para memória de elevadas taxas de transmissão. A eficácia e a precisão dos modelos comportamentais desenvolvidos e implementados são qualitativa e quantitativamente avaliados comparando os resultados numéricos de extracção das suas funções e de simulação transitória com o correspondente modelo de referência do estado-da-arte, IBIS.

Revival: The Aesthetics of Revival Subcultures and Re-enactment Groups Explored Through Fashion Image-making

This research aims, through performance, fashion photography, video making and the theatrical devices that accompany such practice, to explore the style of a contemporary, largely male, subcultural collective. The common term that joins these loosely bound groups is revival as they appear driven by an impulse to simulate and re-enact the dress, rites and rituals of British and American subcultures from a perceived golden era. The similarities with re-enactment societies are also explored and exploited to the end of developing new style- based aesthetics in male fashion image-making formed around an elaborate re- enactment of Spartacus and the Third Servile Wars. Examined through comparative visuals (revivalists / re-enactors) a common thread is found in the wearing of leather as a metaphor for resistance, style and a pupa-like second skin. Subsequent findings of this research suggest that the cuirass of popular culture emerges as the motorcycle jacket of both the sword and sandal epic and the historical re-enactor. Addressing extremes in narcissistic dress and behaviour amongst certain individuals within these older male communities, this study also questions parts of established theory on subcultural development within the field of cultural studies and postulates on a metaphorical dandy gene. Citing two leading practitioners in the field of fashion photography the work of both Richard Prince and Bruce Weber is viewed through the lens of the subcultural aesthete and conclusions drawn as to their role as agents provocateurs in the development of the fashion image with a revival based narrative. In addition the often used term retro is examined, categorised and granted its own genre within fashion image- making and defined as being separate from the practice element of this research. Reflecting a multi-disciplinary approach that engages the researcher as Bricoleur and participant observer this research operates in the reflexive realm and uses simulation as a key method of enquiry. The practice-led outcome of this investigation takes the form of a final research exhibition that takes the form of a substantial installation of photography, video, clothing and textile prints. Key terms: dandy gene, historical re-enactment groups, internal theatre, narcissism, narrative image-making, reflexive practice, revival as theatre, subcultures,

Changing patterns of first injection across key periods of the French Harm Reduction Policy: PrimInject, a cross sectional analysis

Background: Monitoring of emerging modes of drug consumption in France has identified new patterns of injection among youths with diverse social backgrounds, which may explain the persistence of high rates of hepatitis C virus infection. The circumstances surrounding the first injection have been poorly documented in the group of heavy drug users and in the context of the French opioid substitution treatment (OST) policy that provides expanded access to high-dosage buprenorphine (BHD). Methods: An Internet survey (Priminject) was conducted from October 2010 to March 2011 with French drug users. Four time periods were compared based on critical dates throughout the implementation of the Harm Reduction Policy in France. Results: Compared with drug users who injected for the first time prior to 1995, the aspects of drug use for users who recently injected for the first time were as follows: (1) experimentation with miscellaneous drugs before the first injection; (2) an older age at the time of first injection; (3) heroin as the drug of choice for an individual’s first injection, notwithstanding the increased usage of stimulant drugs; (4) BHD did not appear to be a pathway to injection; and (5) an increased number of users who injected their first time alone, without the help or presence of another individual. Conclusion: The PrimInject study showed that there is a group of injection drug users that is larger than the group of injection drug users observed in previous studies; therefore, it is necessary to diversify programs to reach the entire spectrum of high-risk users.

New approaches for the diagnosis of human papillomavirus infection:relevance for clinical practice and cancer prevention

Tese de doutoramento, Biologia (Microbiologia), Universidade de Lisboa, Faculdade de Ciências, 2014