A Survey on Graphical Methods for Classification Predictive Performance Evaluation

Predictive performance evaluation is a fundamental issue in design, development, and deployment of classification systems. As predictive performance evaluation is a multidimensional problem, single scalar summaries such as error rate, although quite convenient due to its simplicity, can seldom evaluate all the aspects that a complete and reliable evaluation must consider. Due to this, various graphical performance evaluation methods are increasingly drawing the attention of machine learning, data mining, and pattern recognition communities. The main advantage of these types of methods resides in their ability to depict the trade-offs between evaluation aspects in a multidimensional space rather than reducing these aspects to an arbitrarily chosen (and often biased) single scalar measure. Furthermore, to appropriately select a suitable graphical method for a given task, it is crucial to identify its strengths and weaknesses. This paper surveys various graphical methods often used for predictive performance evaluation. By presenting these methods in the same framework, we hope this paper may shed some light on deciding which methods are more suitable to use in different situations.

Electronic contracting in aircraft aftercare: A case study

Distributed systems comprised of autonomous self-interested entities require some sort of control mechanism to ensure the predictability of the interactions that drive them. This is certainly true in the aerospace domain, where manufacturers, suppliers and operators must coordinate their activities to maximise safety and profit, for example. To address this need, the notion of norms has been proposed which, when incorporated into formal electronic documents, allow for the specification and deployment of contract-driven systems. In this context, we describe the CONTRACT framework and architecture for exactly this purpose, and describe a concrete instantiation of this architecture as a prototype system applied to an aerospace aftercare scenario.

A Framework for Monitoring Agent-Based Normative Systems

The behaviours of autonomous agents may deviate from those deemed to be for the good of the societal systems of which they are a part. Norms have therefore been proposed as a means to regulate agent behaviours in open and dynamic systems, where these norms specify the obliged, permitted and prohibited behaviours of agents. Regulation can effectively be achieved through use of enforcement mechanisms that result in a net loss of utility for an agent in cases where the agent's behaviour fails to comply with the norms. Recognition of compliance is thus crucial for achieving regulation. In this paper we propose a generic architecture for observation of agent behaviours, and recognition of these behaviours as constituting, or counting as, compliance or violation. The architecture deploys monitors that receive inputs from observers, and processes these inputs together with transition network representations of individual norms. In this way, monitors determine the fulfillment or violation status of norms. The paper also describes a proof of concept implementation and deployment of monitors in electronic contracting environments.

A Framework for Monitoring Agent-Based Normative Systems

The behaviours of autonomous agents may deviate from those deemed to be for the good of the societal systems of which they are a part. Norms have therefore been proposed as a means to regulate agent behaviours in open and dynamic systems, where these norms specify the obliged, permitted and prohibited behaviours of agents. Regulation can effectively be achieved through use of enforcement mechanisms that result in a net loss of utility for an agent in cases where the agent’s behaviour fails to comply with the norms. Recognition of compliance is thus crucial for achieving regulation. In this paper we propose a generic architecture for observation of agent behaviours, and recognition of these behaviours as constituting, or counting as, compliance or violation. The architecture deploys monitors that receive inputs from observers, and processes these inputs together with transition network representations of individual norms. In this way, monitors determine the fulfillment or violation status of norms. The paper also describes a proof of concept implementation and deployment of monitors in electronic contracting environments.

Adaptive, Decentralized, And Real-Time Sampling Strategies For Resource Constrained Hydraulic And Hydrologic Sensor Networks

We discuss the development and performance of a low-power sensor node (hardware, software and algorithms) that autonomously controls the sampling interval of a suite of sensors based on local state estimates and future predictions of water flow. The problem is motivated by the need to accurately reconstruct abrupt state changes in urban watersheds and stormwater systems. Presently, the detection of these events is limited by the temporal resolution of sensor data. It is often infeasible, however, to increase measurement frequency due to energy and sampling constraints. This is particularly true for real-time water quality measurements, where sampling frequency is limited by reagent availability, sensor power consumption, and, in the case of automated samplers, the number of available sample containers. These constraints pose a significant barrier to the ubiquitous and cost effective instrumentation of large hydraulic and hydrologic systems. Each of our sensor nodes is equipped with a low-power microcontroller and a wireless module to take advantage of urban cellular coverage. The node persistently updates a local, embedded model of flow conditions while IP-connectivity permits each node to continually query public weather servers for hourly precipitation forecasts. The sampling frequency is then adjusted to increase the likelihood of capturing abrupt changes in a sensor signal, such as the rise in the hydrograph – an event that is often difficult to capture through traditional sampling techniques. Our architecture forms an embedded processing chain, leveraging local computational resources to assess uncertainty by analyzing data as it is collected. A network is presently being deployed in an urban watershed in Michigan and initial results indicate that the system accurately reconstructs signals of interest while significantly reducing energy consumption and the use of sampling resources. We also expand our analysis by discussing the role of this approach for the efficient real-time measurement of stormwater systems.

Análise morfométrica digital na parede aórtica de suínos após implante de stents não revestidos versus stents revestidos com dacron

Os stents são dispositivos intravasculares implantados com o objetivo de dilatar ou fixar a placa de colesterol contra a parede arterial. O objetivo avaliar dois tipos de stents de aço inoxidável, um recoberto com poliéster (dacron) e outro não recoberto, implantados na aorta infra-renal de suínos jovens, foram avaliados por morfometria digital para medir o espessamento intimal. Foi realizado um estudo experimental randomizado, separados em dois grupos(stents não revestidos e revestidos com dacron) e duas fases (I e II). Oito stents recobertos com dacron e oito stents de aço inoxidável (30mm de extensão e 8 mm de diâmetro), não revestidos, foram implantados através de abordagem retroperitoneal na aorta infrarenal normal de 16 suínos normolipêmicos. Para a passagem do sistema de implante, foi necessário uma pequena arteriotomia na aorta distal (fase I). Após quatro semanas, a aorta com os stents foram removidas em monoblocos (fase II). Os valores de hematimetria e do lipidograma foram coletados nas duas fases e não apresentaram alterações que pudessem influenciar o estudo. Amostras de tecido dos sítios de fixação (proximal e distal) dos stents foram retiradas, confeccionadas lâminas, que foram coradas pelas técnicas de hematoxilina e eosina de Verhoeff e enviadas para análise morfométrica digital. A camada intima distal não apresentou diferença estatística significativa. A camada média proximal das porções proximal e da porção distal não apresentaram diferença entre os grupos. Os dois tipos de stents apresentaram 100% de perviedade, boa biocompatibilidade e boa incorporação a parede aórtica de suínos normolipêmicos. A camada íntima proximal do grupo de stents revestidos com dacron apresentou espessura maior do que os stents não revestidos, mas com significância estatísitica limítrofe.

Sistemas de informações sobre recursos hídricos e a dupla dominialidade das águas: o caso da integração do sistema nacional e dos sistemas estaduais de recursos hídricos na Bacia do Rio Paraíba do Sul

The National Water Management Policy was defined by Law 9.433/97 (Water Act), establishing the hydrographic basin as the management unity, independently of geographic limits and respective federal organisms. Nevertheless, water management entities and instruments are directly associated to different federal entities located within the same basin, and depend on them for being effective. The absence of law mechanisms that conciliate the various requisitions of federal organisms located in the same basin is a challenge still without brazilian law support. This study describes the integration process of information systems in Paraíba do Sul river basin. It also emphasizes integration restrictions of these systems, the cooperation level and the instruments used by the various actors and federal organisms in order to meet National Water Management Policy objectives. The management instrument Water Management Information System is presented as an important component that helps the stakeholders decision making process involved in water management, respecting federalism and the water domains defined in the brazilian constitution, and according to the policy established in the Water Act. In theoretical aspects, this work presents the basic concepts of National Water Management Policy institutional arrangement, considering the network aspects in public policy, the limits imposed by federalism and the way that the water domains is defined in the brazilian constitution and according to the brazilian Water Act. Besides, it identifies the most significant questions related with information systems implementation in public administration and water management. It also illustrates how cooperative federalism and information systems may create conditions that do guarantee the National Water Management Policy management instruments operationality within a hydrographic basin. The action research method was used to develop the research and the selected entity was the Fundação Superintendência Estadual de Rios e Lagoas (Serla). Serla was the water management entity in Rio de Janeiro state, at the research beginning. Others methods as bibliographic and documentary research were also used, aiming to describe the hydrographic basin, as well as the processes and systems concerned with the implementation of the National Water Management Policy in Paraíba do Sul basin.

Política antitruste: aspectos relevantes para o caso brasileiro

This work intends to show some aspects of antitrust policy that are relevant to the Brazilian case. For this purpose, it has five parts. Chapter I - Introduction, as the title suggests, simultaneously introduces and emphasizes what will be shown in the next chapters. Chapter II - General view or understanding the antitrust gives a comprehensive view of the historical evolution on antitrust matters, explores the relationship between State action, globalization and competitiveness and presents some of the essential concepts on antitrust field. Chapter III - The antitrust policy in Brazil focuses on the legal evolution of antitrust institutes in Brazil - highlighting its strategic dimension and insertion on "Plano Plurianual - PPA", the Brazilian official long-run plan - and presents the "Sistema Brasileiro de Defesa da Concorrência - SBDC", the Brazilian system for defence of competition. Chapter IV - Antitrust policy, connections and consequences shows the relevant links and inferences to the Brazilian case such as the development of competitive advantages, the formulation of competitive strategies, the well-known objectives and instruments of antitrust policy, the acceptable principles to an antitrust institutional design and, finally, the critical aspects of the Brazilian current model together with the suggestions to improve it. To finish, Chapter V - Final considerations outlines some reflections regarding the previous exposed antitrust matters.

A efetividade da estratégia de integração e convergência de ações da comunidade solidária: o caso de Sobradinho (RS)

A Estratégia de Integração e Convergência de Ações nos Municípios Mais Pobres do Programa Comunidade Solidária tem como objetivo desenvolver as localidades sobre as quais intervém, através da implementação de uma série de programas federais na área educacional, de saúde coletiva e de promoção de emprego e renda, ao mesmo tempo em que também pretende aumentar o nível de efetividade dos mesmos. Para tanto, seria basicamente necessário (a) promover a integração entre as ações desenvolvidas, de modo a produzir um efeito sinergético que aumentasse a sua capacidade de transformar a realidade; e, (b) agregar esforços e iniciativas de outros parceiros governamentais e da sociedade civil organizada. Neste trabalho, tomou-se o caso do Município de Sobradinho (RS), no qual a Estratégia foi implementada em 1996, para investigar se tal estratégia tem produzindo os efeitos esperados e como os mecanismos elaborados para aumentar o grau de efetividade dos programas vêm sendo conduzidos

Cooperativas Incubadas e Dialogicidade

The present paper studies the case of cooperatives incubated at Technology Incubator of Popular Cooperatives that belongs to the Alberto Luiz Coimbra Engineering Graduate and Research Institute (COPPE) in the scope of Federal University of Rio de Janeiro. Is analyzes if occurs the dialogic process in its management endorsed by Habermas's Critic Theory and the Paraecomomic Model of Guerreiro Ramos. For that, the study is based on conceptual frameworks enclosing Critic Theory as well as Solidary Economy, Cooperativism and Incubators. Its historical roots and the movement in Brazil. The paper presented finals conclusions closes with a set of recommendations to extend the research field as well as its applicability.

Avaliação do desempenho empresarial: o passo seguinte à implementação do sistema de gestão

This study aimed to verify the steps involved in the deployment of Balanced Score Card as a system of strategic management at a Brazilian public company. It also had intended to verify if company can be considered a Strategy Focused Organization, by comparing the results of the management system implementation with the items listed in the literature, which also highlights the ability to obtain maximizing the financial and human resources through the strategic alignment. The results demonstrated that the company has implemented the management system according to the method indicated in the literature and after implementation presented evidence that, although has optimizing points on the alignment process, it can be considered a Strategy Focused Organization.

Uma Contribuição à Contabilidade das Sociedades Cooperativas: Estudo de Caso sobre a Contabilização dos Atos Cooperativos e não Cooperativos em uma Cooperativa de Produção Vinícola do Sul do Brasil, de Acordo com a Norma Brasileira de Contabilidade - NBC T 10.8.

The main goal of this study is to contribute to the understanding of the appropriate accounting treatment of the operations in cooperatives, which differentiates them from other Brazilian commercial societies. This treatment is objectively examined under the lens of the norm NBC T 10.8 of Federal Council of Accounting, which determines distinction between cooperative acts and non-cooperative acts. The theoretical foundation of this paperwork is centered in examining, from both the cooperative doctrine and the accounting theory viewpoint, the issues related to the origin, nature and purpose of the cooperatives, as well as the accounting regulation applicable to them. The author developed a method to treat adequately the norm NBC T 10.8 and applied it to a case study of a wine producer cooperative in southern Brazil. As a result of this work, it is demonstrated that NBC T 10.8 eliminated a historical deficiency that permeated the accounting practice in cooperatives, whose accounting procedures - implicit in both technical and scientific content in NBC T 10.8 ¿ are presented in a detailed manner.

Política e burocracia no Brasil: o controle sobre a execução das políticas públicas

Esta tese é um estudo de caso sobre a criação da Secretaria Federal de Controle Interno (SFC) do Executivo federal e das suas atividades como órgão de monitoramento da execução das políticas públicas. Através da análise de depoimentos e de documentos oficiais foi possível demonstrar que: a) a atividade de monitoramento sobre a execução das políticas federais existe, b) que ela é desempenhada por um órgão ¿ a SFC - criado recentemente e que é fruto de uma ampla reforma do sistema de controle interno do Executivo federal, e c) que essa atividade representa um recurso de poder do governo federal para controlar a direção da burocracia federal e a distribuição de poder na coalizão de governo. As principais contribuições desta tese são: 1) demonstrou como e em quais condições o monitoramento das políticas públicas se caracteriza como uma das formas do controle político sobre a burocracia, 2) analisou a construção institucional da SFC enquanto um recurso de poder do governo federal em face da burocracia e da coalizão de governo, 3) realizou um estudo inédito do órgão de monitoramento da execução das políticas públicas no Executivo federal, e 4) apontou os desdobramentos da atuação da SFC do ponto de vista do funcionamento do sistema político, levantando novas hipóteses e perspectivas de trabalho.

Abordagens institucionalistas das parcerias público-privadas: as experiências da Inglaterra e de Minas Gerais

Parcerias Público-Privadas representaram um dos pilares das Reformas do Estado internacionalmente. No Brasil, modalidades de parcerias foram introduzidas durante o curso dos anos 90, culminando com a aprovação da Lei das Parcerias Público-Privadas, instituídas com o objetivo de estimular investimentos em infra-estrutura após a primeira etapa de privatizações e concessões, sob a inspiração da experiência britânica de Private Finance Initiative. O aparente isomorfismo sugerido pelas melhores práticas internacionais, contudo, não raramente obscurece variedades histórico-institucionais que influenciam o desenho das PPPs entre os países, em especial a estrutura de incentivos e a credibilidade de longo prazo dos contratos. O objeto deste trabalho é discutir como a literatura institucionalista de diferentes tradições teóricas – sociologia, economia e ciência política – explica a interação entre o ambiente institucional e as estruturas de governança das parcerias, modulando suas características e influindo nos resultados. Ao fim, descreve, à luz da experiência britânica de parcerias, a implantação do programa de PPP no Estado de Minas Gerais, ilustrando variáveis e hipóteses extraídas da literatura.

O gerencialismo no poder público municipal: o caso da reforma administrativa na empresa de urbanização do Recife

O tema desta dissertação é a reforma do setor público brasileiro, com foco na reforma administrativa de inspiração gerencial, implantada em 2005 na principal empresa pública da capital pernambucana, a URB - Recife. O objetivo final do estudo foi o entendimento dos impactos na gestão da empresa, advindos de tal reestruturação, recorrendo-se parcialmente às percepções que dela tiveram seus funcionários e o corpo de gerentes, conforme reveladas por pesquisa ad hoc aplicada. O estudo foi contextualizado num histórico sumário da administração burocrática no Brasil; destacando-se as iniciativas de reforma na. era Vargas, com o surgimento do DASP, quando se tentou a implantação da burocracia clássica de inspiração weberiana, fazendo-se igualmente referência à segunda grande reforma do Estado brasileiro, realizada no regime militar, regulada pelo Decreto-lei n° 200/67 e considerada a primeira tentativa de reforma de cunho gerencial. No governo Fernando Henrique Cardoso, foi tentada a terceira grande reforma, influenciada pelas idéias econômicas e políticas dos anos oitenta e noventa do século passado em países industrializados, cujos governos apostavam então nos valores e estratégias do mercado, . como a solução mais adequada para os problemas econômicos e sociais, e nas técnicas de gestão do setor priva~o, para tomar mais eficiente a administração pública. Ao lado da concepção administrativa de· vertente gerencial, no Brasil das duas últimas décadas, prosperaram idéias de administração societal, inspiradas em experiências de orçamento participativo, iniciadas na Prefeitura de Porto Alegre em 1989 e hoje espalhadas por centenas de municípios. A reforma da URB - Recife em 2005, também foi analisada quanto à evolução de sua estrutura desde sua instituição em 1973 e as diversas alterações de atribui'4ões e de modelos de gestão ocorridos no período. Concluiu-se, tanto com base na avaliação das respostas à pesquisa referenciada, como pelas próprias observações do autor do estudo, que a reforma focada teve resultados predominantemente desfavoráveis ao desempenho desejável da instituição.