An Estimation of Distribution Algorithm for Nurse Scheduling

Schedules can be built in a similar way to a human scheduler by using a set of rules that involve domain knowledge. This paper presents an Estimation of Distribution Algorithm (EDA) for the nurse scheduling problem, which involves choosing a suitable scheduling rule from a set for the assignment of each nurse. Unlike previous work that used Genetic Algorithms (GAs) to implement implicit learning, the learning in the proposed algorithm is explicit, i.e. we identify and mix building blocks directly. The EDA is applied to implement such explicit learning by building a Bayesian network of the joint distribution of solutions. The conditional probability of each variable in the network is computed according to an initial set of promising solutions. Subsequently, each new instance for each variable is generated by using the corresponding conditional probabilities, until all variables have been generated, i.e. in our case, a new rule string has been obtained. Another set of rule strings will be generated in this way, some of which will replace previous strings based on fitness selection. If stopping conditions are not met, the conditional probabilities for all nodes in the Bayesian network are updated again using the current set of promising rule strings. Computational results from 52 real data instances demonstrate the success of this approach. It is also suggested that the learning mechanism in the proposed approach might be suitable for other scheduling problems.

Le cycle hydrosocial et la fluoration de l'eau : la production des eaux fluorées

La fluoration artificielle de l’eau est une méthode employée en tant que moyen de prévention de la carie dentaire. Il s’agit d’un traitement de l’eau dont le but est d’ajuster de façon « optimale » la concentration en fluorure dans l’eau potable pour la prévention de la carie dentaire, par l’ajout d’un composé fluoré. La fluoration de l’eau fait l’objet d’un débat de société depuis le début des années 1950. La théorie du cycle hydrosocial nous invite à réfléchir sur la manière dont l’eau et la société se définissent et se redéfinissent mutuellement dans le temps et dans l’espace. Cette théorie nous permet d’aborder l’étude du sujet de la fluoration avec une nouvelle perspective d’analyse. Il y a peu d’études en sciences sociales qui portent sur le sujet de la fluoration, généralement abordé d’un point de vue des sciences de la santé. Nous proposons de décrire le processus de production des eaux fluorées dans un contexte hydrosocial. Ce mémoire est structuré en quatre chapitres. Nous commençons par familiariser le lecteur avec la théorie du cycle hydrosocial. Ensuite, nous faisons une mise en contexte de la fluoration de l’eau, d’une part en présentant un état des lieux, et d’autre part en présentant ce en quoi consiste la pratique de la fluoration de l’eau. Après avoir familiarisé le lecteur avec les thèmes généraux concernant la fluoration de l’eau, nous proposons de reconstituer une histoire hydrosociale de la fluoration. Cette histoire nous permet de mettre en évidence les relations hydrosociales desquelles découle la production des eaux fluorées. L’histoire hydrosociale de la fluoration comporte une phase contemporaine que nous abordons en présentant les principales idées de l’opposition à la fluoration artificielle de l’eau à l’aide notamment d’une analyse iconographique d’images portant sur le thème de la fluoration. Finalement, nous discutons des implications de la théorie du cycle hydrosocial pour étudier la problématique de la fluoration.

Microfluidics-based single-cell functional proteomics microchip for portraying protein signal transduction networks within the framework of physicochemical principles, with applications in fundamental and translational cancer research

Single-cell functional proteomics assays can connect genomic information to biological function through quantitative and multiplex protein measurements. Tools for single-cell proteomics have developed rapidly over the past 5 years and are providing unique opportunities. This thesis describes an emerging microfluidics-based toolkit for single cell functional proteomics, focusing on the development of the single cell barcode chips (SCBCs) with applications in fundamental and translational cancer research.

The microchip designed to simultaneously quantify a panel of secreted, cytoplasmic and membrane proteins from single cells will be discussed at the beginning, which is the prototype for subsequent proteomic microchips with more sophisticated design in preclinical cancer research or clinical applications. The SCBCs are a highly versatile and information rich tool for single-cell functional proteomics. They are based upon isolating individual cells, or defined number of cells, within microchambers, each of which is equipped with a large antibody microarray (the barcode), with between a few hundred to ten thousand microchambers included within a single microchip. Functional proteomics assays at single-cell resolution yield unique pieces of information that significantly shape the way of thinking on cancer research. An in-depth discussion about analysis and interpretation of the unique information such as functional protein fluctuations and protein-protein correlative interactions will follow.

The SCBC is a powerful tool to resolve the functional heterogeneity of cancer cells. It has the capacity to extract a comprehensive picture of the signal transduction network from single tumor cells and thus provides insight into the effect of targeted therapies on protein signaling networks. We will demonstrate this point through applying the SCBCs to investigate three isogenic cell lines of glioblastoma multiforme (GBM).

The cancer cell population is highly heterogeneous with high-amplitude fluctuation at the single cell level, which in turn grants the robustness of the entire population. The concept that a stable population existing in the presence of random fluctuations is reminiscent of many physical systems that are successfully understood using statistical physics. Thus, tools derived from that field can probably be applied to using fluctuations to determine the nature of signaling networks. In the second part of the thesis, we will focus on such a case to use thermodynamics-motivated principles to understand cancer cell hypoxia, where single cell proteomics assays coupled with a quantitative version of Le Chatelier's principle derived from statistical mechanics yield detailed and surprising predictions, which were found to be correct in both cell line and primary tumor model.

The third part of the thesis demonstrates the application of this technology in the preclinical cancer research to study the GBM cancer cell resistance to molecular targeted therapy. Physical approaches to anticipate therapy resistance and to identify effective therapy combinations will be discussed in detail. Our approach is based upon elucidating the signaling coordination within the phosphoprotein signaling pathways that are hyperactivated in human GBMs, and interrogating how that coordination responds to the perturbation of targeted inhibitor. Strongly coupled protein-protein interactions constitute most signaling cascades. A physical analogy of such a system is the strongly coupled atom-atom interactions in a crystal lattice. Similar to decomposing the atomic interactions into a series of independent normal vibrational modes, a simplified picture of signaling network coordination can also be achieved by diagonalizing protein-protein correlation or covariance matrices to decompose the pairwise correlative interactions into a set of distinct linear combinations of signaling proteins (i.e. independent signaling modes). By doing so, two independent signaling modes – one associated with mTOR signaling and a second associated with ERK/Src signaling have been resolved, which in turn allow us to anticipate resistance, and to design combination therapies that are effective, as well as identify those therapies and therapy combinations that will be ineffective. We validated our predictions in mouse tumor models and all predictions were borne out.

In the last part, some preliminary results about the clinical translation of single-cell proteomics chips will be presented. The successful demonstration of our work on human-derived xenografts provides the rationale to extend our current work into the clinic. It will enable us to interrogate GBM tumor samples in a way that could potentially yield a straightforward, rapid interpretation so that we can give therapeutic guidance to the attending physicians within a clinical relevant time scale. The technical challenges of the clinical translation will be presented and our solutions to address the challenges will be discussed as well. A clinical case study will then follow, where some preliminary data collected from a pediatric GBM patient bearing an EGFR amplified tumor will be presented to demonstrate the general protocol and the workflow of the proposed clinical studies.

A Bayesian optimization algorithm for the nurse scheduling problem

A Bayesian optimization algorithm for the nurse scheduling problem is presented, which involves choosing a suitable scheduling rule from a set for each nurse’s assignment. Unlike our previous work that used GAs to implement implicit learning, the learning in the proposed algorithm is explicit, i.e. eventually, we will be able to identify and mix building blocks directly. The Bayesian optimization algorithm is applied to implement such explicit learning by building a Bayesian network of the joint distribution of solutions. The conditional probability of each variable in the network is computed according to an initial set of promising solutions. Subsequently, each new instance for each variable is generated by using the corresponding conditional probabilities, until all variables have been generated, i.e. in our case, a new rule string has been obtained. Another set of rule strings will be generated in this way, some of which will replace previous strings based on fitness selection. If stopping conditions are not met, the conditional probabilities for all nodes in the Bayesian network are updated again using the current set of promising rule strings. Computational results from 52 real data instances demonstrate the success of this approach. It is also suggested that the learning mechanism in the proposed approach might be suitable for other scheduling problems.

Implicações da reforma da previdência na seguridade social brasileira

A Seguridade Social aprovada na Constituição Brasileira de 1988 não foi implementada conforme previsto na Carta Magna. As sucessivas reformas do Estado e, sobretudo, da previdência social,1 implementadas ao longo da década de 1990, justificadas sob a alegação de um suposto déficit entre receita e despesa, vêm contribuindo para descaracterizá-la enquanto sistema de proteção social, além de favorecer a fragmentação das políticas sociais que a integram: previdência, saúde e assistência. Ao tratar a previdência como seguro e não como política social, estas reformas tendem a minar e corroer as bases conceituais e financeiras da seguridade social, solapando a possibilidade de sua consolidação como propriedade social. __________________________________________________________________________________________________ ABSTRACT

Análise comparativa entre as propriedades do gesso obtido de rejeito da produção de sal e gesso comerciais

The environmental impacts, caused by the solid residues generation, are an often quoted concern nowadays. Some of these residues, which are originated from different human activities, can be fully reused, reducing the effects of the poor waste management on the environment. During the salt production process, the first formed crystals are discarded as industrial waste. This is mainly made of gypsum that is a calcium sulfate dihydrate (CaSO4.2H2O). The gypsum in question may go through a calcination process due to the plaster (CaSO4.0,5H2O) production and then the application on the cement industry. Considering the necessity of development and application for these industrial wastes, this paper aims to analyze the plaster, called Salgesso, from the gypsum that was generated during the salt production, and its use viability on the civil construction industry in order to create environmental and economical benefits. For characterization, the following experiments were performed: X-ray Fluorescence (XRF), X-ray Diffraction (XRD), thermal analysis (TG/DTG) and Scanning Electron Microscopy (SEM) with EDS. The following tests were also performed to obtain the mechanical characteristics: Thinness Modulus, Unit Mass, Setting Time and Compressive Resistance. Three commercial plasters used on civil construction were taken as references. All of these tests were performed according to the current standards. It was noticed that although there were some conflicting findings between the salt and commercial plasters in all of the studied properties, the Salgesso has its values within the standard limits. However, there is the possibility to improve them by doing a more effective calcination process. Three commercial plasters, used in construction, were used as reference material. All tests were performed according to standards in force. It was observed that although some tests present conflicting findings between the salt and gypsum plasters commercial properties in all of the studied Salgesso have values within the limits imposed by the standard, but can be improved simply by calcination process more effective

Do livro ao fantoche, reciclando palavras. Desenvolvimento da comunicação oral

Dissertação de Mestrado, Educação Pré-Escolar, Escola Superior de Educação e Comunicação, Universidade do Algarve, 2016

Intelligence-led policing : O papel dos sistemas de informação no planeamento e orientação do esforço de policiamento

O presente trabalho de investigação aplicada está subordinado ao tema “Intelligence-led policing: o papel dos sistemas de informação no planeamento e orientação do esforço de policiamento”. Começámos por fazer um enquadramento teórico e abordar conceitos importantes para o desenvolvimento de todo o trabalho. Assumindo um método dedutivo, desenvolvemos um estudo com base na seguinte questão de partida: “Qual o impacto dos sistemas de informação no planeamento e orientação do esforço de policiamento?”. Posto isto, este trabalho tem como objetivo perceber qual a influência que os sistemas de informação têm na tomada de decisão do comandante, neste caso de Destacamento Territorial, mais precisamente no planeamento e orientação do esforço de policiamento. Quanto à metodologia, incidiu numa análise documental sobre as variáveis em estudo e também na análise de respostas aos inquéritos por questionário efetuados aos Comandantes de Destacamento Territorial. Com este trabalho concluímos que, do ponto de vista de uma grande parte dos inquiridos, os sistemas de informação que a Guarda Nacional Republicana dispõe não são adequados às necessidades operacionais desta. Outra conclusão a que chegámos foi ao facto de, apesar da informação analisada ter reconhecidamente valor acrescentado, as ferramentas de análise que a Guarda dispõe também não são suficientes para suprir as necessidades sentidas.

Internação compulsória e o respeito à autonomia da população em situação de rua usuária de álcool e outras drogas sob o olhar da equipe do consultório na rua do Plano Piloto DF

Dissertação (mestrado)—Universidade de Brasília, Faculdade de Ciências da Saúde, Programa de Pós-Graduação em Bioética, 2016.

Une mémoire oublieuse : théorie et pratique de l'énonciation de l'acteur chez Larry Tremblay, Daniel Danis et Christian Lapointe

Prenant appui sur l’occultation de la mémoire verbale par la théorie théâtrale actuelle, le présent mémoire questionne l’exercice mémoriel des acteurs contemporains à partir de la dialectique mémoire/oubli dans les théories et pratiques de l’énonciation de Larry Tremblay, de Daniel Danis et de Christian Lapointe. Le premier chapitre s’intéresse aux fondements de l’énonciation privilégiés par les praticiens dans leurs discours théoriques – Le crâne des théâtres (Tremblay), « La mémoire intime au théâtre » (Danis), « Petit guide de l’apparition à l’usage de ceux qu’on ne voit pas » (Lapointe) –, plus précisément à la valeur accordée à la mémorisation verbale. Le deuxième s’attache à montrer que les textes dramatiques des auteurs-metteurs en scène – The Dragonfly of Chicoutimi (Tremblay), Mille anonymes (Danis), Sepsis (Lapointe) – engagent aussi un rapport oblique à l’apprentissage par cœur. Enfin, le troisième cherche à définir la notion de mémoire oublieuse à la lumière de laquelle les théories et les pratiques de Tremblay, de Danis et de Lapointe peuvent être analysées ainsi qu’à en identifier certaines conséquences dans leurs mises en scène.

Identity, ideology, and cinema: Making sense of Japan's foreign and security policies in the 1950s and 2000s

Japan is an important ally of the United States–the world’s third biggest economy, and one of the regional great powers in Asia. Making sense of Japan’s foreign and security policies is crucial for the future of peace and stability in Northeast Asia, where the possible sources of conflict such as territorial disputes or the disputes over Japan’s war legacy issues are observed.^ This dissertation explored Japan’s foreign and security policies based on Japan’s identities and unconscious ideologies. It employed an analysis of selected Japanese films from the late 1940s to the late 1950s, as well as from the late 1990s to the mid-2000s. The analysis demonstrated that Japan’s foreign and security policies could be understood in terms of a broader social narrative that was visible in Japanese popular cultural products, including films and literatures. Narratives of Japanese families from the patriarch’s point of view, for example, had constantly shaped Japan’s foreign and security policies. As a result, the world was ordered hierarchically in the eyes of the Japan Self. In the 1950s, Japan tenaciously constructed close but asymmetrical security relations with the U.S. in which Japan willingly subjugated itself to the U.S. In the 2000s, Japan again constructed close relations with the U.S. by doing its best to support American responses to the 9/11 terrorist attacks by mobilizing Japan’s SDFs in the way Japan had never done in the past.^ The concepts of identity and unconscious ideology are helpful in understanding how Japan’s own understanding of self, of others, and of the world have shaped its own behaviors. These concepts also enable Japan to reevaluate its own behaviors reflexively, which departs from existing alternative approaches. This study provided a critical analytical explanation of the dynamics at work in Japan’s sense of identity, particularly with regard to its foreign and security policies.^

Introducing a pilot data collection model for real-time evaluation of data redundancy

In order to reduce serious health incidents, individuals with high risks need to be identified as early as possible so that effective intervention and preventive care can be provided. This requires regular and efficient assessments of risk within communities that are the first point of contacts for individuals. Clinical Decision Support Systems CDSSs have been developed to help with the task of risk assessment, however such systems and their underpinning classification models are tailored towards those with clinical expertise. Communities where regular risk assessments are required lack such expertise. This paper presents the continuation of GRiST research team efforts to disseminate clinical expertise to communities. Based on our earlier published findings, this paper introduces the framework and skeleton for a data collection and risk classification model that evaluates data redundancy in real-time, detects the risk-informative data and guides the risk assessors towards collecting those data. By doing so, it enables non-experts within the communities to conduct reliable Mental Health risk triage.

Une mémoire oublieuse : théorie et pratique de l'énonciation de l'acteur chez Larry Tremblay, Daniel Danis et Christian Lapointe

Prenant appui sur l’occultation de la mémoire verbale par la théorie théâtrale actuelle, le présent mémoire questionne l’exercice mémoriel des acteurs contemporains à partir de la dialectique mémoire/oubli dans les théories et pratiques de l’énonciation de Larry Tremblay, de Daniel Danis et de Christian Lapointe. Le premier chapitre s’intéresse aux fondements de l’énonciation privilégiés par les praticiens dans leurs discours théoriques – Le crâne des théâtres (Tremblay), « La mémoire intime au théâtre » (Danis), « Petit guide de l’apparition à l’usage de ceux qu’on ne voit pas » (Lapointe) –, plus précisément à la valeur accordée à la mémorisation verbale. Le deuxième s’attache à montrer que les textes dramatiques des auteurs-metteurs en scène – The Dragonfly of Chicoutimi (Tremblay), Mille anonymes (Danis), Sepsis (Lapointe) – engagent aussi un rapport oblique à l’apprentissage par cœur. Enfin, le troisième cherche à définir la notion de mémoire oublieuse à la lumière de laquelle les théories et les pratiques de Tremblay, de Danis et de Lapointe peuvent être analysées ainsi qu’à en identifier certaines conséquences dans leurs mises en scène.

A perspectiva do cliente no processo de mudança em psicoterapia existencial

Dissertação de Mestrado apresentada no ISPA – Instituto Universitário para obtenção do grau de Mestre em Psicologia especialidade de Psicologia Clínica.

Les méthodes d’adaptation du Centre des droits de l’homme "Memorial" aux mesures étatiques russes- Les principes d’action d’une ONG de défense des droits de l’homme russe

En raison du virage semi-autoritaire de l’État russe au début des années 2000, l’adaptation aux mesures contraignantes de l’État, qu’elle soit consciente ou inconsciente, constitue un aspect fondamental du quotidien des ONG de défense des droits de l’homme russes. Cependant, il s’agit d’une question jusqu’ici négligée dans la littérature scientifique. Ainsi, ce mémoire a pour objet d’examiner la démarche d’adaptation d’une ONG particulièrement active sur la scène russe, le Centre des droits de l’homme Memorial, entre 1999 et 2014. La recherche révèle que cette ONG emploie deux méthodes afin de s’adapter aux mesures étatiques et que celles-ci sont, en fait, des principes d’action adoptés par l’organisation au moment de sa création. Le premier principe d’action s’appuie sur la coopération et la solidarité développées par le Centre des droits de l’homme Memorial avec d’autres ONG russes, des ONG internationales et des organisations internationales. En partenariat avec ces organisations, le Centre des droits de l’homme Memorial élabore des activités de recherche et de plaidoyer et mène des missions de surveillance des droits de l’homme. Ce principe d’action renforce considérablement la capacité d’adaptation de l’ONG et favorise l’exercice de son rôle de contrepouvoir. Le second principe d’action se fonde sur la recherche de collaboration constructive avec l’État. Lors d’interactions ponctuelles avec les autorités, l’organisation exerce un rôle d’expert en matière de droits de l’homme et tente de réduire les entraves posées à la société civile. Outre sa propriété adaptative, cette méthode d’adaptation combine deux fonctions inhérentes à la société civile, soit la représentation des intérêts des citoyens auprès des instances étatiques et l’établissement d’un partenariat avec l’État dans le but d’amener ce dernier à adopter des pratiques démocratiques. Ce mémoire montre la capacité du Centre des droits de l’homme Memorial à se mouvoir d’une méthode d’adaptation à l’autre afin de maximiser son action.