Pattern Recognition Approach for Road Collision Hotspots Analysis: Case Study of Northern Ireland

In order to address road safety effectively, it is essential to understand all the factors, which
attribute to the occurrence of a road collision. This is achieved through road safety
assessment measures, which are primarily based on historical crash data. Recent advances
in uncertain reasoning technology have led to the development of robust machine learning
techniques, which are suitable for investigating road traffic collision data. These techniques
include supervised learning (e.g. SVM) and unsupervised learning (e.g. Cluster Analysis).
This study extends upon previous research work, carried out in Coll et al. [3], which
proposed a non-linear aggregation framework for identifying temporal and spatial hotspots.
The results from Coll et al. [3] identified Lisburn area as the hotspot, in terms of road safety,
in Northern Ireland. This study aims to use Cluster Analysis, to investigate and highlight any
hidden patterns associated with collisions that occurred in Lisburn area, which in turn, will
provide more clarity in the causation factors so that appropriate countermeasures can be put
in place.

Prehistoric foragers and farmers in south-east Asia:Renewed investigations at Niah Cave, Sarawak

The paper describes the initial results from renewed investigations at Niah Cave in Sarawak on the island of Borneo, famous for the discovery in 1958 of the c. 40,000-year old 'Deep Skull'. The archaeological sequences from the West Mouth and the other entrances of the cave complex investigated by Tom and Barbara Harrisson and other researchers have potential implications for three major debates regarding the prehistory of south-east Asia: the timing of initial settlement by anatomically modern humans; the means by which they subsisted in the late Pleistocene and early Holocene; and the timing, nature, and causation of the transition from foraging to farming. The new project is informing on all three debates. The critical importance of the Niah stratigraphies was commonly identified - including by Tom Harrisson himself - as because the site provided a continuous sequence of occupation over the past 40,000 years. The present project indicates that Niah was first used at least 45,000 years ago, and probably earlier; that the subsequent Pleistocene and Holocene occupations were highly variable in intensity and character; and that in some periods, perhaps of significant duration, the caves may have been more or less abandoned. The cultural sequence that is emerging from the new investigations may be more typical of cave use in tropical rainforests in south-east Asia than the Harrisson model.

Long working hours and risk of coronary heart disease and stroke: a systematic review and meta-analysis of published and unpublished data for 603 838 individuals

Background: Long working hours might increase the risk of cardiovascular disease, but prospective evidence is scarce, imprecise, and mostly limited to coronary heart disease. We aimed to assess long working hours as a risk factor for incident coronary heart disease and stroke. 

Methods We identified published studies through a systematic review of PubMed and Embase from inception to Aug 20, 2014. We obtained unpublished data for 20 cohort studies from the Individual-Participant-Data Meta-analysis in Working Populations (IPD-Work) Consortium and open-access data archives. We used cumulative random-effects meta-analysis to combine effect estimates from published and unpublished data. 

Findings We included 25 studies from 24 cohorts in Europe, the USA, and Australia. The meta-analysis of coronary heart disease comprised data for 603 838 men and women who were free from coronary heart disease at baseline; the meta-analysis of stroke comprised data for 528 908 men and women who were free from stroke at baseline. Follow-up for coronary heart disease was 5·1 million person-years (mean 8·5 years), in which 4768 events were recorded, and for stroke was 3·8 million person-years (mean 7·2 years), in which 1722 events were recorded. In cumulative meta-analysis adjusted for age, sex, and socioeconomic status, compared with standard hours (35-40 h per week), working long hours (≥55 h per week) was associated with an increase in risk of incident coronary heart disease (relative risk [RR] 1·13, 95% CI 1·02-1·26; p=0·02) and incident stroke (1·33, 1·11-1·61; p=0·002). The excess risk of stroke remained unchanged in analyses that addressed reverse causation, multivariable adjustments for other risk factors, and different methods of stroke ascertainment (range of RR estimates 1·30-1·42). We recorded a dose-response association for stroke, with RR estimates of 1·10 (95% CI 0·94-1·28; p=0·24) for 41-48 working hours, 1·27 (1·03-1·56; p=0·03) for 49-54 working hours, and 1·33 (1·11-1·61; p=0·002) for 55 working hours or more per week compared with standard working hours (p_trend<0·0001).

Interpretation Employees who work long hours have a higher risk of stroke than those working standard hours; the association with coronary heart disease is weaker. These findings suggest that more attention should be paid to the management of vascular risk factors in individuals who work long hours. 

Free coinage of silver : speech of Hon. William Elliott, of South Carolina, in the House of Representatives, Thursday, February 13, 1896 [Pamphlet]

This speech is given to the United States House of Representatives. Hon. William Elliot gives a persuasive argument for why he will be voting against the senate amendment for free coinage of silver. He defines free coinage of silver and he describes fifty-cent dollar. He discusses the fall in the price of products and provides causation.

O Impacto do investimento direto estrangeiro no crescimento económico de Angola

Dissertação apresentada ao Instituto Superior de Contabilidade e Administração do Porto, para a obtenção do Grau de Mestre em Empreendedorismo e Internacionalização Orientação: Prof. Doutora Maria Clara Dias Pinto Ribeiro Prof. Doutora Celsa Maria Carvalho Machado

Problems of allometric scaling analysis: examples from mammalian reproductive biology.

Biological scaling analyses employing the widely used bivariate allometric model are beset by at least four interacting problems: (1) choice of an appropriate best-fit line with due attention to the influence of outliers; (2) objective recognition of divergent subsets in the data (allometric grades); (3) potential restrictions on statistical independence resulting from phylogenetic inertia; and (4) the need for extreme caution in inferring causation from correlation. A new non-parametric line-fitting technique has been developed that eliminates requirements for normality of distribution, greatly reduces the influence of outliers and permits objective recognition of grade shifts in substantial datasets. This technique is applied in scaling analyses of mammalian gestation periods and of neonatal body mass in primates. These analyses feed into a re-examination, conducted with partial correlation analysis, of the maternal energy hypothesis relating to mammalian brain evolution, which suggests links between body size and brain size in neonates and adults, gestation period and basal metabolic rate. Much has been made of the potential problem of phylogenetic inertia as a confounding factor in scaling analyses. However, this problem may be less severe than suspected earlier because nested analyses of variance conducted on residual variation (rather than on raw values) reveals that there is considerable variance at low taxonomic levels. In fact, limited divergence in body size between closely related species is one of the prime examples of phylogenetic inertia. One common approach to eliminating perceived problems of phylogenetic inertia in allometric analyses has been calculation of 'independent contrast values'. It is demonstrated that the reasoning behind this approach is flawed in several ways. Calculation of contrast values for closely related species of similar body size is, in fact, highly questionable, particularly when there are major deviations from the best-fit line for the scaling relationship under scrutiny.

An investigation into the effects of homopteran honeydew sugars versus floral nectar sugars on black fly longevity, flight performance and digestion /

Floral nectar is thought to be the primary carbohydrate source for most dipteran species. However, it has been shown that black flies (Burgin & Hunter 1997 a,b,c), mosquitoes (Foster 1995; Burkett et al. 1999; Russell & Hunter 2002), deer flies (Magnarelli & Burger 1984; Janzen & Hunter 1998; Ossowski & Hunter 2000), horse flies (Schutz & Gaugler 1989; Hunter & Ossowski 1999) and sand flies (MacVicker et al. 1990; Wallbanks et al. 1990; Cameron et al. 1992, 1995; Schlein & Jacobson 1994, 1999; Hamilton & EI Naiem 2000) feed on homopteran honeydew as well as floral nectar. Prior to 1997 floral nectar was thought to be the main source of carbohydrates for black flies. However, Burgin & Hunter (1 997a) demonstrated that up to 35% of black flies had recently consumed meals of homo pte ran honeydew. This information has necessitated a re-assessment of many life history aspects of black flies. Attempts are being made to examine the effects of nectar versus honeydew on black fly fecundity and parasite transmission (Hazzard 2003). Recently, Stanfield and Hunter (unpublished data) have shown that in female black flies, honeydew sugars produce flights of longer distance and duration than do nectar sugars. This thesis examines two aspects of black fly biology as it relates to sugar meal consumption. First, the effects of honeydew and nectar on black fly longevity are examined. Second, the proximate causation behind longer flight performances in honeydew-fed flies will be examined. The comparison between these two sources is important because nectar is composed of mainly simple sugars (monosaccharides and disaccharides) whereas honeydew is composed of both simple and complex sugars (including trisaccharides and tetrasaccharides ).

Les logiciels libres sous l'angle de la responsabilité civile

Distribués sous des licences permissives qui assurent des droits d'utilisation, de modification et de redistribution aux licenciés, l'élaboration des logiciels libres est fondée sur un modèle de développement décentralisé. Ces caractéristiques posent de nombreux défis au milieu juridique, particulièrement en ce qui a trait à la responsabilité civile. Ainsi, les développeurs se demandent dans quelles circonstances leur responsabilité civile peut être engagée suite à la défaillance de leur logiciel libre. De la même façon, ils questionnent la possibilité d'appliquer cette responsabilité à un nombre important de développeurs dispersés aux quatre coins du globe. L'analyse présentée montre que le droit, tel qu'il existe actuellement, est en mesure de résoudre la majorité des problèmes relatifs à la détermination et l'application de la responsabilité civile en matière de logiciels libres. Les règles de la responsabilité civile représentent donc un risque potentiel pour les développeurs de logiciels libres, même s'ils sont relativement bien protégés par les contextes juridiques et factuels.

Défi verbal et auto-analgésie : une étude psychophysiologique chez les Quichuas

La douleur est une expérience humaine des plus universelles et d’une riche variabilité culturelle. Néanmoins, il y a peu d’études sur ce sujet en général et qui plus est, la recherche sur la douleur chez les Amérindiens est presque inexistante. L’expérience de douleur de quelques 28 millions d’Amérindiens en Amérique du Sud, dont les Quichuas (Inca), est encore méconnue. Cette recherche interdisciplinaire, psychophysiologique et anthropologique, vise deux buts : (1) Étudier les effets de type analgésique du défi verbal culturellement significatif chez les Quichuas ; et (2) Faire un survol de leur système de croyances concernant la douleur, leur façon de la percevoir, de la décrire, et de la contrôler. Pour le volet expérimental, on a recruté 40 hommes en bonne santé. Les volontaires étaient assignés de façon alternée soit au groupe expérimental (20) soit au groupe contrôle (20). On a enregistré chez eux les seuils de la douleur, et celui de la tolérance à la douleur. Chez le groupe expérimental, on a, de plus, mesuré le seuil de la tolérance à la douleur avec défi verbal. La douleur était provoquée par pression au temporal, et mesurée à l’aide d’un algésimètre. Après chaque seuil, on a administré une échelle visuelle analogique. Pour le deuxième volet de l’étude, un groupe de 40 participants (15 femmes et 25 hommes) a répondu verbalement à un questionnaire en quichua sur la nature de la douleur. Celui-ci touchait les notions de cause, de susceptibilité, les caractéristiques de la douleur, les syndromes douloureux, les méthodes de diagnostic et de traitement, ainsi que la prévention. Notre étude a révélé que les participants ayant reçu le défi verbal ont présenté une tolérance accrue à la douleur statistiquement significative. Les valeurs de l’échelle visuelle analogique ont aussi augmenté chez ce groupe, ce qui indique un état accru de conscience de la douleur. L’expérience de la douleur chez les Quichuas est complexe et les stratégies pour la combattre sont sophistiquées. Selon leur théorie, le vécu d’émotions intenses, dues à des évènements de la vie, à l’existence d’autres maladies qui affectent la personne de façon concomitante, et aux esprits présents dans la nature ou chez d’autres personnes joue un rôle dans l’origine, le diagnostic et le traitement de la douleur. Les Quichuas accordent une grande crédibilité à la biomédecine ainsi qu’à la médecine traditionnelle quichua. Ils perçoivent la famille et le voisinage comme étant des sources supplémentaires de soutien. Il ressort également que les Quichuas préfèrent un service de santé de type inclusif et pluraliste. En conclusion, cette étude a révélé que des mots culturellement significatifs ayant une connotation de défi semblent augmenter la tolérance à la douleur chez les Quichuas. Il s’agit de la première étude à documenter les effets analgésiques de la parole. D’autre part, cette étude souligne également la potentielle utilité clinique de connaître le système quichua de croyances entourant la douleur et le contrôle de cette dernière. Ceci s’avère particulièrement utile pour les cliniciens soucieux d’offrir des soins de santé de meilleure qualité, culturellement adaptés, dans les Andes.

Historical Justice, Nationhood and African Americans

The intelligibility of historical justice is linked to matters of agency and causation. This article presents an account of historical justice limited to transgenerational collective agents which is immune to the agency and causation problems affecting traditional theories of diachronic justice. The novel theory is applied to the case of African Americans, to whom no reparations for past wrongs have been made up to now. When conceived as a transgenerational collective agent – i.e. as a nation–, the African Americans are shown to be owed reparations by the American polity. These reparations are deemed necessary to the goal of reconciliation and to the establishment of relations of mutual respect, which are construed as preconditions to effective distributive justice, here and now.

Rights of the Prisoner: An Evolving Jurisprudence

Imprisonment is the most common method of punishment resorted to by almost all legal systems.The new theories of crime causation propounded in the latter half of the nineteenth century gave rise to the feeling that the prisons could be used as appropriate institutions for reforming the offenders. It called for individualisation of punishment.As a result of international movements for humanisation of prisons the judiciary' in tine common law countries started taking active interest in prisoner's treatment.Various studies reveal that much has been done in America to improve the lot of prisoners and to treat them as human beings.The courts there have gone to the extent of saying that there is no iron curtain between a prisoner and the constitution. Most of the rights available to citizens except those which they cannot enjoy due to the conditions of incarceration have also been granted to prisoner.In India also the judiciary has come forward to protect the rights of the prisoners.Maneka Gandhi is a turning point in prisoner's rights.The repeated intervention of courts in prison administration project the view that prisoners have been denied the basic human rights.The High Courts and the Supreme Court of India have been gradually exercising jurisdiction ixl assuming prison justice, including improving the quality of food and amenities, payment of wages and appropriate standards of medical care. Access to courts must be made easier to the aggrieved prisoners.The government should come forward along with some public spirited citizens and voluntary organisations to form a "discharged prisoner“ aid society. The society should exploit opportunities for rehabilitation of prisoners after their release.Most of the prison buildings in the State of Kerala are ill-equipped, ill furnished and without proper ventilation or sanitation and with insufficient water supply arrangements.In India prisoners and prisons today are governed by the old central legislations like Prisons Act l894 Prisoners Act 1900 and the Transfer of Prisoners Act 1950.

Socio economic factors influencing the persistence and control of filariasis in Kerala-A case study of malayan filariasis in Cherthala

In general the behavioural sciences have contributed very little to filariasis research.Man's actions in creating vector breeding sites have been noted and discussed frequently inthe frlariasis literature. but virtually no systematic studies of these fonns of behavior have been undertaken (Dunn. 1979). Human behavioural observations and inquires into values and attitudes atfecting behavior that inhibits or promotes vector breeding are essential if any progress is to be made in developing self help programmes of vector control. Therefore, a systematic study on the socio-economic aspect of the community is warranted before undertaking any control programme against filariasis. In view of this the present study has been carried out which reveals the knowledge, attitude and practice concerning the causation, transmission, treatment and control of the disease. Socio economic factors that influence the creation and maintenance of vector breeding habitats were identified. characterization and ranking of these sociological factors will be helpful in identifying the determinants of human behavioural changes towards the containment of the disease- Information on the existing indigenous perception of the disease and the factors that hinder the control will be useful in developing a sound strategy from the human angle, which can be put to practical use.

Nuevos riesgos ambientales y derecho administrativo

El objetivo de este trabajo investigativo, consiste en determinar los mecanismos que contempla el derecho administrativo para materializar el principio de precaución, enfocado a la eficiente protección del medio ambiente. En resumen, se trata de analizar el funcionamiento y la estructura de las diferentes herramientas jurídicas que se aplican para prevenir la causación de riesgos en el medio ambiente El enfoque conceptual que se empleó, se basó en el concepto de “análisis jurídico del riesgo ambiental” para realizar una aproximación a la naturaleza de este, exponer los mecanismos de evaluación de riesgos dentro del derecho administrativo, y finalizar con un análisis del papel que cumple la administración en el manejo, control y represión frente a la causación de estos riesgos ambientales.

Morbilidad laboral en el sector agrícola en trabajadores afiliados a una administradora de riesgos laborales (ARL) de Colombia, durante el periodo 2011-2012.

Este estudio muestra la prevalencia por enfermedad laboral de un grupo de trabajadores afiliados a una ARL en Colombia. Compara la morbilidad laboral entre dos grupo de trabajadores expuestos y no expuestos al trabajo agrícola y al interior del grupo de trabajadores agrícolas agrupados en las actividades de corte de caña, cultivo de banano y flores. Se realizó un estudio descriptivo de tipo transversal durante el periodo 2011-2012, mediante la revisión de una base de datos de morbilidad laboral. Se realizó un análisis uni-variado y Bi-variado y se comparó la morbilidad con datos sociodemográficos, grupos de trabajadores agrícolas y no agrícolas, y actividad productiva del sector agrícola. Se revisaron 3129 diagnósticos de enfermedad profesional durante el periodo de estudio, 433 diagnósticos fueron trabajadores agrícolas y 2696 pertenecieron a otros grupos de trabajadores. Los desórdenes Osteomusculares fueron los diagnósticos más prevalentes en el grupo Agro 92% y No Agro 86% y en las actividades de corte de caña, cultivo de banano y flores. Entre el grupo Agrícola y no agrícola se encontraron diferencias significativas en los siguientes diagnósticos: Síndrome del túnel del carpo, Síndrome de manguito rotador, Otras sinovitis y tenosinovitis, Lumbago no Especificado, Hipoacusia Neurosensorial Bilateral y epicondilitis lateral; de igual manera se encontraron diferencias entre las actividades de corte de caña y cultivo de banano y flores en los diagnósticos de: Epicondilitis, Sinovitis, Síndrome del túnel del Carpo y Trastorno lumbar. El factor de riesgo más prevalente en el grupo agrícola fue el Ergonómico con el 92.8% de los casos

“Factores asociados con la calificación del origen del síndrome de manguito rotatorio en trabajadores afiliados a una entidad promotora de salud privada”.

El dolor de hombro es una de las causas más frecuentes de consulta médica general. El Síndrome de Manguito Rotatorio emerge durante los años 2003 y 2004 como la quinta causa de morbilidad profesional en Colombia, ocupando el segundo lugar a nivel del miembro superior. La gran mayoría de estudios han encontrado una clara relación entre los trastornos musculoesqueléticos de hombro y el tipo de trabajo. Se ha descrito una alta relación del hombro doloroso asociado a profesiones manualmente intensas, es evidente la asociación entre la actividad laboral con el brazo elevado con patologías de hombro. Dentro de los factores individuales predisponentes se encuentran: Edad mayor, género femenino, dominancia del miembro superior, alto índice de masa corporal, sintomatología osteomuscular previa, baja realización de ejercicio, embarazo; hábitos de consumo y enfermedades metabólicas concomitantes. Se realizó un estudio descriptivo de corte transversal, examinando las historias clínicas de 117 trabajadores calificados por diagnóstico de Síndrome de Manguito Rotatorio en el área de Medicina Laboral de una Entidad Promotora de Salud privada, durante año 2.013. El objetivo principal de este estudio fue identificar las variables relacionadas como factores influyentes en la causalidad de esta patología. Se estudió la asociación bivariada entre los diferentes factores de riesgo (personales y laborales) de interés y la determinación del origen laboral del Síndrome de Manguito Rotatorio mediante la obtención de la medida de asociación correspondiente (Odds ratio). La investigación permitió identificar que el mayor porcentaje de calificación del origen del S.M.R. es el laboral con el 86.6% de la población estudiada, el 11.8% restante tiene una calificación de origen común. Todos los trabajadores estudiados presentaron sintomatología dolorosa a nivel del hombro en calificación 100%. La imagen diagnostica utilizada para la calificación de la patología fue la Resonancia Magnética de hombro 97.5%. Se encontró relación de causalidad entre la presentación de la patología con el género femenino, la edad con rango entre 30 y 45 años, el hábito de fumar y la no realización de ejercicio. Como conclusión final se obtiene que los resultados obtenidos concuerdan con lo descrito en la literatura a nivel mundial en trabajadores, en los cuales influyen los aspectos personales y laborales descritos como variables en el presente estudio con relación a la calificación del origen laboral del Síndrome de Manguito Rotatorio.