Forecasting Intraday Stock Price Trends with Text Mining Techniques

In this paper, we describe NewsCATS (news categorization and trading system), a system implemented to predict stock price trends for the time immediately after the publication of press releases. NewsCATS consists mainly of three components. The first component retrieves relevant information from press releases through the application of text preprocessing techniques. The second component sorts the press releases into predefined categories. Finally, appropriate trading strategies are derived by the third component by means of the earlier categorization. The findings indicate that a categorization of press releases is able to provide additional information that can be used to forecast stock price trends, but that an adequate trading strategy is essential for the results of the categorization to be fully exploited.

New algorithms for automated phylogenetic reconstruction using artificial intelligence and data mining techniques

Academic and industrial research in the late 90s have brought about an exponential explosion of DNA sequence data. Automated expert systems are being created to help biologists to extract patterns, trends and links from this ever-deepening ocean of information. Two such systems aimed on retrieving and subsequently utilizing phylogenetically relevant information have been developed in this dissertation, the major objective of which was to automate the often difficult and confusing phylogenetic reconstruction process. ^ Popular phylogenetic reconstruction methods, such as distance-based methods, attempt to find an optimal tree topology (that reflects the relationships among related sequences and their evolutionary history) by searching through the topology space. Various compromises between the fast (but incomplete) and exhaustive (but computationally prohibitive) search heuristics have been suggested. An intelligent compromise algorithm that relies on a flexible “beam” search principle from the Artificial Intelligence domain and uses the pre-computed local topology reliability information to adjust the beam search space continuously is described in the second chapter of this dissertation. ^ However, sometimes even a (virtually) complete distance-based method is inferior to the significantly more elaborate (and computationally expensive) maximum likelihood (ML) method. In fact, depending on the nature of the sequence data in question either method might prove to be superior. Therefore, it is difficult (even for an expert) to tell a priori which phylogenetic reconstruction method—distance-based, ML or maybe maximum parsimony (MP)—should be chosen for any particular data set. ^ A number of factors, often hidden, influence the performance of a method. For example, it is generally understood that for a phylogenetically “difficult” data set more sophisticated methods (e.g., ML) tend to be more effective and thus should be chosen. However, it is the interplay of many factors that one needs to consider in order to avoid choosing an inferior method (potentially a costly mistake, both in terms of computational expenses and in terms of reconstruction accuracy.) ^ Chapter III of this dissertation details a phylogenetic reconstruction expert system that selects a superior proper method automatically. It uses a classifier (a Decision Tree-inducing algorithm) to map a new data set to the proper phylogenetic reconstruction method. ^

Romanian glocalization : Case study on the Rosia Montana Gold Corporation Mining Project

At the end of the communist era, which was characterised as a closed social experiment, Romania found itself in the middle of a globalization process. Its industrial capacities have been considerably reduced through a poor and spendthrift management. There was a mass exodus of the labour force abroad and the educational background for the remaining part was no longer in agreement with the labour market. On these grounds, the vectors of globalization, in the form of foreign investments, entered Romania effortlessly. There even were local communities where the arrival of foreign investors was expected like a second coming of Christ. This is the context in which a Canadian company set forth the mining project Rosia Montana Gold Corporation. The implementation of the project should have started in 2005. Nevertheless, the project has not been effectively launched yet. This situation is based on what we call Romanian glocalization, namely a specific confrontation between global and local on Romanian land

Desarrollo territorial y ajuste espacial : La difícil relación entre políticas públicas y planificación 'privada' en el norte de Santa Cruz

La Patagonia austral es un espacio periférico y de poblamiento reciente, con escasa densidad de población, en el cual las actividades económicas, la oferta de servicios y las condiciones para la reproducción de la población se asientan en la valorización de recursos naturales distribuidos desigualmente. estos recursos se encuentran, en la actualidad, crecientemente afectados por la debilidad de las políticas de manejo. en el caso de la minería, se trata de un sector en expansión y, si bien los yacimientos en explotación tienen reservas que no superan los diez años, hay nuevas exploraciones y se prevé la ampliación de la actividad. La línea orientadora que se sigue en el presente artículo es producto de la evolución de actividades de investigación sobre las temáticas de las relaciones entre poderes y territorios, en particular en el campo del ordenamiento y el desarrollo territorial. en primer lugar, se presenta una aproximación al enfoque del desarrollo territorial y de proyecto de territorio en sus relaciones con las políticas públicas y en el marco del actual escenario mundial de disputa por los recursos naturales. en segundo lugar, se describen las estrategias de los grupos dominantes, centrándose en particular en la participación de Pan american energy, y se analiza, asimismo, el papel del estado y de las sociedades regionales en el área de estudio, así como las relaciones que se establecen entre los mismos, trabajando desde distintas escalas. a manera de conclusión, se exponen escenarios posibles de desarrollo territorial resultantes de las alternativas de resolución de las relaciones conflictivas entre los citados actores en el espacio del Golfo San Jorge y el norte de la Provincia de Santa Cruz en particular.

Desarrollo territorial y ajuste espacial : La difícil relación entre políticas públicas y planificación 'privada' en el norte de Santa Cruz

La Patagonia austral es un espacio periférico y de poblamiento reciente, con escasa densidad de población, en el cual las actividades económicas, la oferta de servicios y las condiciones para la reproducción de la población se asientan en la valorización de recursos naturales distribuidos desigualmente. estos recursos se encuentran, en la actualidad, crecientemente afectados por la debilidad de las políticas de manejo. en el caso de la minería, se trata de un sector en expansión y, si bien los yacimientos en explotación tienen reservas que no superan los diez años, hay nuevas exploraciones y se prevé la ampliación de la actividad. La línea orientadora que se sigue en el presente artículo es producto de la evolución de actividades de investigación sobre las temáticas de las relaciones entre poderes y territorios, en particular en el campo del ordenamiento y el desarrollo territorial. en primer lugar, se presenta una aproximación al enfoque del desarrollo territorial y de proyecto de territorio en sus relaciones con las políticas públicas y en el marco del actual escenario mundial de disputa por los recursos naturales. en segundo lugar, se describen las estrategias de los grupos dominantes, centrándose en particular en la participación de Pan american energy, y se analiza, asimismo, el papel del estado y de las sociedades regionales en el área de estudio, así como las relaciones que se establecen entre los mismos, trabajando desde distintas escalas. a manera de conclusión, se exponen escenarios posibles de desarrollo territorial resultantes de las alternativas de resolución de las relaciones conflictivas entre los citados actores en el espacio del Golfo San Jorge y el norte de la Provincia de Santa Cruz en particular.

Romanian glocalization : Case study on the Rosia Montana Gold Corporation Mining Project

At the end of the communist era, which was characterised as a closed social experiment, Romania found itself in the middle of a globalization process. Its industrial capacities have been considerably reduced through a poor and spendthrift management. There was a mass exodus of the labour force abroad and the educational background for the remaining part was no longer in agreement with the labour market. On these grounds, the vectors of globalization, in the form of foreign investments, entered Romania effortlessly. There even were local communities where the arrival of foreign investors was expected like a second coming of Christ. This is the context in which a Canadian company set forth the mining project Rosia Montana Gold Corporation. The implementation of the project should have started in 2005. Nevertheless, the project has not been effectively launched yet. This situation is based on what we call Romanian glocalization, namely a specific confrontation between global and local on Romanian land

Desarrollo territorial y ajuste espacial : La difícil relación entre políticas públicas y planificación 'privada' en el norte de Santa Cruz

La Patagonia austral es un espacio periférico y de poblamiento reciente, con escasa densidad de población, en el cual las actividades económicas, la oferta de servicios y las condiciones para la reproducción de la población se asientan en la valorización de recursos naturales distribuidos desigualmente. estos recursos se encuentran, en la actualidad, crecientemente afectados por la debilidad de las políticas de manejo. en el caso de la minería, se trata de un sector en expansión y, si bien los yacimientos en explotación tienen reservas que no superan los diez años, hay nuevas exploraciones y se prevé la ampliación de la actividad. La línea orientadora que se sigue en el presente artículo es producto de la evolución de actividades de investigación sobre las temáticas de las relaciones entre poderes y territorios, en particular en el campo del ordenamiento y el desarrollo territorial. en primer lugar, se presenta una aproximación al enfoque del desarrollo territorial y de proyecto de territorio en sus relaciones con las políticas públicas y en el marco del actual escenario mundial de disputa por los recursos naturales. en segundo lugar, se describen las estrategias de los grupos dominantes, centrándose en particular en la participación de Pan american energy, y se analiza, asimismo, el papel del estado y de las sociedades regionales en el área de estudio, así como las relaciones que se establecen entre los mismos, trabajando desde distintas escalas. a manera de conclusión, se exponen escenarios posibles de desarrollo territorial resultantes de las alternativas de resolución de las relaciones conflictivas entre los citados actores en el espacio del Golfo San Jorge y el norte de la Provincia de Santa Cruz en particular.

Romanian glocalization : Case study on the Rosia Montana Gold Corporation Mining Project

At the end of the communist era, which was characterised as a closed social experiment, Romania found itself in the middle of a globalization process. Its industrial capacities have been considerably reduced through a poor and spendthrift management. There was a mass exodus of the labour force abroad and the educational background for the remaining part was no longer in agreement with the labour market. On these grounds, the vectors of globalization, in the form of foreign investments, entered Romania effortlessly. There even were local communities where the arrival of foreign investors was expected like a second coming of Christ. This is the context in which a Canadian company set forth the mining project Rosia Montana Gold Corporation. The implementation of the project should have started in 2005. Nevertheless, the project has not been effectively launched yet. This situation is based on what we call Romanian glocalization, namely a specific confrontation between global and local on Romanian land

Source data for Plos ONE publication Redefining thermal regimes to design reserves for coral reefs in the face of climate change

Reef managers cannot fight global warming through mitigation at local scale, but they can use information on thermal patterns to plan for reserve networks that maximize the probability of persistence of their reef system. Here we assess previous methods for the design of reserves for climate change and present a new approach to prioritize areas for conservation that leverages the most desirable properties of previous approaches. The new method moves the science of reserve design for climate change a step forwards by: (1) recognizing the role of seasonal acclimation in increasing the limits of environmental tolerance of corals and ameliorating the bleaching response; (2) including information from several bleaching events, which frequency is likely to increase in the future; (3) assessing relevant variability at country scales, where most management plans are carried out. We demonstrate the method in Honduras, where a reassessment of the marine spatial plan is in progress.

Patrimonio Histórico Minero-Metalúrgico, Patrimonio Cultural/ Mining-Metallurgical Historical Heritage, Cultural Heritage

El panel se divide en tres secciones : Minería histórica , Patrimonio Minero y Museos.

Improved ore processing assessed by digital image análisis of the ores: a key to the sustainable development of the Iberian Pyrite Belt

Mining in the Iberian Pyrite Belt (IPB), the biggest VMS metallogenetic province known in the world to date, has to face a deep crisis in spite of the huge reserves still known after ≈5 000 years of production. This is due to several factors, as the difficult processing of complex Cu-Pb-Zn-Ag- Au ores, the exhaustion of the oxidation zone orebodies (the richest for gold, in gossan), the scarce demand for sulphuric acid in the world market, and harder environmental regulations. Of these factors, only the first and the last mentioned can be addressed by local ore geologists. A reactivation of mining can therefore only be achieved by an improved and more efficient ore processing, under the constraint of strict environmental controls. Digital image analysis of the ores, coupled to reflected light microscopy, provides a quantified and reliable mineralogical and textural characterization of the ores. The automation of the procedure for the first time furnishes the process engineers with real-time information, to improve the process and to preclude or control pollution; it can be applied to metallurgical tailings as well. This is shown by some examples of the IPB.