QSAR modeling of antitubercular activity of diverse organic compounds

Tuberculosis (TB) is a worldwide infectious disease that has shown over time extremely high mortality levels. The urgent need to develop new antitubercular drugs is due to the increasing rate of appearance of multi-drug resistant strains to the commonly used drugs, and the longer durations of therapy and recovery, particularly in immuno-compromised patients. The major goal of the present study is the exploration of data from different families of compounds through the use of a variety of machine learning techniques so that robust QSAR-based models can be developed to further guide in the quest for new potent anti-TB compounds. Eight QSAR models were built using various types of descriptors (from ADRIANA.Code and Dragon software) with two publicly available structurally diverse data sets, including recent data deposited in PubChem. QSAR methodologies used Random Forests and Associative Neural Networks. Predictions for the external evaluation sets obtained accuracies in the range of 0.76-0.88 (for active/inactive classifications) and Q(2)=0.66-0.89 for regressions. Models developed in this study can be used to estimate the anti-TB activity of drug candidates at early stages of drug development (C) 2011 Elsevier B.V. All rights reserved.

MASDScheGATS: a prototype system for dynamic scheduling

A manufacturing system has a natural dynamic nature observed through several kinds of random occurrences and perturbations on working conditions and requirements over time. For this kind of environment it is important the ability to efficient and effectively adapt, on a continuous basis, existing schedules according to the referred disturbances, keeping performance levels. The application of Meta-Heuristics and Multi-Agent Systems to the resolution of this class of real world scheduling problems seems really promising. This paper presents a prototype for MASDScheGATS (Multi-Agent System for Distributed Manufacturing Scheduling with Genetic Algorithms and Tabu Search).

Trends in the modes of delivery and their impact on perinatal mortality rates

OBJECTIVE: To determine changes in the incidence of vaginal deliveries, cesarean sections, and forceps deliveries and their potential association with fetal, early neonatal, and perinatal mortality rates over time. METHODS: A retrospective study was carried out and the occurrence of deliveries supervised by university services between January 1991 and December 2000 was determined. Data regarding fetal, early neonatal, and perinatal deaths were assessed using obstetric and pediatric records and autopsy reports. RESULTS: Of a total of 33,360 deliveries, the incidence of vaginal deliveries, cesarean sections, and forceps deliveries was relatively steady (around 60, 30, and 10%, respectively) while, at the same time, there was a marked reduction in fetal mortality (from 33.3 to 13.0‰), early neonatal mortality (from 30.6 to 9.0‰), and perinatal mortality (from 56.4 to 19.3‰). CONCLUSIONS: The marked reduction in perinatal mortality rates seen during the study period without an increase in cesarean sections indicates that the decrease in perinatal mortality was not impacted by cesarean section rates. The plausible hypothesis seems to be that the reduction in perinatal mortality of deliveries performed under the supervision of university services was more likely to be associated with better neonatal care rather than the mode of delivery.

Relatórios de sustentabilidade: que futuro? O papel dos auditores e da auditoria nesse futuro.

A presente investigação desenvolve o tema da sustentabilidade, ou dito de outra forma, desenvolvimento sustentável. Isto interessa aos países, às organizações e aos cidadãos em geral. Neste pressuposto, este trabalho centra-se nos relatório de sustentabilidade, designação que, actualmente, vem substituir outros que se sucederam ao longo dos tempos, por exemplo: relatórios de responsabilidade social; relatórios ambientais; relatórios de ambiente, saúde e segurança. Porém, os relatórios de sustentabilidade, para serem totalmente compreendidos, devem ser inseridos nos sistemas de informação e comunicação das organizações, onde é verificável que cada vez mais se quer prestar contas, sobre as acções desenvolvidas na esfera da sustentabilidade, de forma credível. No processo de verificação e validação, a auditoria e os auditores têm um papel crucial, contudo, verifica-se que teóricos e práticos, nomeadamente, as empresas de referência mostram que a "sustentabilidade" não deve ser tratada "à parte" mas estar presente em tudo o que é realizado, e neste sentido, as três dimensões que a revelam: ecónomica, social e ambiental. Neste quadro, o objectivo desta dissertação anda em torno de se perceber qual será o futuro dos relatórios de sustentabilidade. O trabalho desenvolvido confirma a problemática que guiou o estudo. Tende-se e é recomendável que as organizações venham a elaborar relatórios únicos integrados, não obstante da possibilidade da existência de relatórios específicos e subsistemas de informação e comunicação, centrados no "verde".

O papel da auditoria interna na monitorização do processo de governação das organizações

Mestrado em Auditoria

Análise de clusters e volatilidade de índices de acções

Mestrado em Contabilidade e Gestão das Instituições Financeiras

A diplomacia Norte-Americana e as movimentações independentistas nos Açores em 1975: uma neutralidade atenta

Dissertação de Mestrado, Relações Internacionais, 3 de Dezembro de 2013, Universidade dos Açores.

Processing XML with Java – a performance benchmark

Over time, XML markup language has acquired a considerable importance in applications development, standards definition and in the representation of large volumes of data, such as databases. Today, processing XML documents in a short period of time is a critical activity in a large range of applications, which imposes choosing the most appropriate mechanism to parse XML documents quickly and efficiently. When using a programming language for XML processing, such as Java, it becomes necessary to use effective mechanisms, e.g. APIs, which allow reading and processing of large documents in appropriated manners. This paper presents a performance study of the main existing Java APIs that deal with XML documents, in order to identify the most suitable one for processing large XML files

Performance analysis of Java APIS for XML processing

Over time, XML markup language has acquired a considerable importance in applications development, standards definition and in the representation of large volumes of data, such as databases. Today, processing XML documents in a short period of time is a critical activity in a large range of applications, which imposes choosing the most appropriate mechanism to parse XML documents quickly and efficiently. When using a programming language for XML processing, such as Java, it becomes necessary to use effective mechanisms, e.g. APIs, which allow reading and processing of large documents in appropriated manners. This paper presents a performance study of the main existing Java APIs that deal with XML documents, in order to identify the most suitable one for processing large XML files.

Satisfação com o trabalho em contexto organizacional: um estudo de caso, na Empresa de Eletricidade dos Açores

Dissertação de Mestrado, Sociologia, 24 de Março de 2014, Universidade dos Açores.

Auto-regulação na gestão de conflitos em retalho

Mestrado em Engenharia Informática

Temporal variation in reproductive phenology of Patella spp.: past and present.

World Congress of Malacology, Universidade dos Açores, Ponta Delgada, 21-28 de julho.

GenERATIONS of Azoreans and Renewable Energy: a comparative study

Avança dados das perspetivas de diferentes gerações sobre questões ambientais e consumo energético.

Trajectórias de profissionalidade e ciclo de vida profissional: um contributo para o conhecimento dos professores de educação especial

Dissertação apresentada à Escola Superior de Educação de Lisboa para obtenção de grau de mestre em Ciências da Educação - Especialidade Educação Especial

Lethal and sublethal effects of essential oils from Pittosporum undulatum and Hedychium gardnerianum on the egg parasitoid Trichogramma cordubensis (Hymenoptera: Trichogrammatidae

Dissertação de Mestrado, Biotecnologia em Controlo Biológico, 6 de Junho de 2013, Universidade dos Açores.