Metrics to support the evaluation of association rule clustering

Many topics related to association mining have received attention in the research community, especially the ones focused on the discovery of interesting knowledge. A promising approach, related to this topic, is the application of clustering in the pre-processing step to aid the user to find the relevant associative patterns of the domain. In this paper, we propose nine metrics to support the evaluation of this kind of approach. The metrics are important since they provide criteria to: (a) analyze the methodologies, (b) identify their positive and negative aspects, (c) carry out comparisons among them and, therefore, (d) help the users to select the most suitable solution for their problems. Some experiments were done in order to present how the metrics can be used and their usefulness. © 2013 Springer-Verlag GmbH.

QCD sum rule study for a possible charmed pentaquark Θ c(3250)

We use QCD sum rules to study the possible existence of a Θc(3250) charmed pentaquark. We consider the contributions of condensates up to dimension 12 and work at leading order in αs. We obtain mΘc=(3.29±0.13) GeV, compatible with the mass of the structure seen by BABAR Collaboration in the decay channel B-→p̄Σc++π-π-. The proposed state is compatible with a previous proposed pentaquark state in the anticharmed sector. © 2013 American Physical Society.

Acesso ao direito e a democratização da justiça na assistência jurídica integral e gratuita contemporânea

Pós-graduação em Ciências Sociais - FFC

O papel do mediador técnico-pedagógico na formação continuada a distância de professores em serviço

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Entre as urnas e as togas: Justiça Eleitoral e competição política no Pará (1982/1986)

Neste trabalho, analisamos a governança eleitoral exercida pelo TRE/PA, especialmente o seu nível de isenção no contencioso eleitoral (rule adjudication) concernente aos pleitos majoritários (governador e senador) de 1982 e 1986, com retrospecto no período de 1945 a 1965 - o primeiro momento de atuação contínua e prolongada da Justiça Eleitoral num contexto democrático, isto é, antes do Golpe Militar de 1964. Partimos do pressuposto segundo o qual, dada a peculiar composição da Justiça Eleitoral, que funciona tomando de empréstimo magistrados da justiça comum - sendo os TRE‟s compostos, em sua maioria, por membros dos tribunais de justiça estaduais -, somado ao padrão de relacionamento executivo-judiciário estadual, em que, historicamente, constatamos uma hipertrofia do primeiro em relação ao segundo poder, estimamos existir uma grande probabilidade de favorecimento do TRE aos candidatos majoritários do partido governamental. Esta circunstância seria agravada no período histórico em tela, em vista da enorme ingerência do executivo estadual sobre o respectivo poder judiciário, verificada anteriormente à promulgação da Constituição Federal de 1988. Com efeito, encontramos fortes indícios a corroborar esta hipótese no período 1945-65, mas não encontramos evidências suficientes para sustentá-la por ocasião dos pleitos de 1982 e 1986. No pleito de 1982, o TRE manifestou razoável grau de isenção e coerência em seus acórdãos, exceto em dois processos semelhantes: um deles provocado pelo PDS e o outro pelo PMDB, ambos envolvendo um número expressivo de votos. O PMDB, partido então patrocinado pelo governador, venceu a lide, enquanto o PDS, o partido oposicionista, foi derrotado. No tocante, ao pleito de 1986, observamos uma disposição da Corte para denegar os pedidos propostos pelas legendas oposicionistas, sobretudo o PT e o extinto PMB, ainda que não tenha sido possível demonstrar um claro favorecimento ao partido governamental.

Allometry for Sexual Size Dimorphism in Stoneflies Defies the Rensch's Rule

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Fuzzy rule-based system for evaluation of uncertainty transaction in cassava chain

A fuzzy ruled-based system was developed in this study and resulted in an index indicating the level of uncertainty related to commercial transactions between cassava growers and their dealers. The fuzzy system was developed based on Transaction Cost Economics approach. The fuzzy system was developed from input variables regarding information sharing between grower and dealer on “Demand/purchase Forecasting”, “Production Forecasting” and “Production Innovation”. The output variable is the level of uncertainty regarding the transaction between seller and buyer agent, which may serve as a system for detecting inefficiencies. Evidences from 27 cassava growers registered in the Regional Development Offices of Tupa and Assis, São Paulo, Brazil, and 48 of their dealers supported the development of the system. The mathematical model indicated that 55% of the growers present a Very High level of uncertainty, 33% present Medium or High. The others present Low or Very Low level of uncertainty. From the model, simulations of external interferences can be implemented in order to improve the degree of uncertainty and, thus, lower transaction costs.

Resultados e significados do programa de aquisição de alimentos (PAA) para os agricultores familiares de Pereira Barreto (SP)

Pós-graduação em Agronomia - FEIS

Refractive errors in a Brazilian population: age and sex distribution

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Metrics for Association Rule Clustering Assessment

Issues related to association mining have received attention, especially the ones aiming to discover and facilitate the search for interesting patterns. A promising approach, in this context, is the application of clustering in the pre-processing step. In this paper, eleven metrics are proposed to provide an assessment procedure in order to support the evaluation of this kind of approach. To propose the metrics, a subjective evaluation was done. The metrics are important since they provide criteria to: (a) analyze the methodologies, (b) identify their positive and negative aspects, (c) carry out comparisons among them and, therefore, (d) help the users to select the most suitable solution for their problems. Besides, the metrics do the users think about aspects related to the problems and provide a flexible way to solve them. Some experiments were done in order to present how the metrics can be used and their usefulness.

Heavy λ semileptonic decay: A QCD sum rule approach

In this work we calculate the form factors of the Lambda(c) and Lambda(b) semileptonic decay using the QCD sum rules approach. We found that the form factors sum rules are more stable than the respective mass sum rules, and we get a decay rate for Lambda(c) compatible with experiment.

QCD sum rule approach to the s->d gamma contribution to the Omega(-)->Xi(-)gamma radiative decay

QCD sum rules are used to calculate the contribution of the short-distance single-quark transition s-->d gamma to the amplitudes of the hyperon radiative decay Omega(-)-->Xi(-) gamma. We reevaluate the Wilson coefficient of the effective operator responsible for this transition. We obtain a branching ratio which is comparable to the unitarity limit.