Towards a computationally efficient approach to modular classification rule induction

Induction of classification rules is one of the most important technologies in data mining. Most of the work in this field has concentrated on the Top Down Induction of Decision Trees (TDIDT) approach. However, alternative approaches have been developed such as the Prism algorithm for inducing modular rules. Prism often produces qualitatively better rules than TDIDT but suffers from higher computational requirements. We investigate approaches that have been developed to minimize the computational requirements of TDIDT, in order to find analogous approaches that could reduce the computational requirements of Prism.

Whole-brain functional connectivity during emotional word classification in medication-free Major Depressive Disorder: abnormal salience circuitry and relations to positive emotionality

Major Depressive Disorder (MDD) has been associated with biased processing and abnormal regulation of negative and positive information, which may result from compromised coordinated activity of prefrontal and subcortical brain regions involved in evaluating emotional information. We tested whether patients with MDD show distributed changes in functional connectivity with a set of independently derived brain networks that have shown high correspondence with different task demands, including stimulus salience and emotional processing. We further explored if connectivity during emotional word processing related to the tendency to engage in positive or negative emotional states. In this study, 25 medication-free MDD patients without current or past comorbidity and matched controls (n=25) performed an emotional word-evaluation task during functional MRI. Using a dual regression approach, individual spatial connectivity maps representing each subject’s connectivity with each standard network were used to evaluate between-group differences and effects of positive and negative emotionality (extraversion and neuroticism, respectively, as measured with the NEO-FFI). Results showed decreased functional connectivity of the medial prefrontal cortex, ventrolateral prefrontal cortex, and ventral striatum with the fronto-opercular salience network in MDD patients compared to controls. In patients, abnormal connectivity was related to extraversion, but not neuroticism. These results confirm the hypothesis of a relative (para)limbic-cortical decoupling that may explain dysregulated affect in MDD. As connectivity of these regions with the salience network was related to extraversion, but not to general depression severity or negative emotionality, dysfunction of this network may be responsible for the failure to sustain engagement in rewarding behavior.

VSImG: A high frame rate bitmap based display system for neuroscience research

This paper describes a visual stimulus generator (VSImG) capable of displaying a gray-scale, 256 x 256 x 8 bitmap image with a frame rate of 500 Hz using a boustrophedonic scanning technique. It is designed for experiments with motion-sensitive neurons of the fly`s visual system, where the flicker fusion frequency of the photoreceptors can reach up to 500 Hz. Devices with such a high frame rate are not commercially available, but are required, if sensory systems with high flicker fusion frequency are to be studied. The implemented hardware approach gives us complete real-time control of the displacement sequence and provides all the signals needed to drive an electrostatic deflection display. With the use of analog signals, very small high-resolution displacements, not limited by the image`s pixel size can be obtained. Very slow image displacements with visually imperceptible steps can also be generated. This can be of interest for other vision research experiments. Two different stimulus files can be used simultaneously, allowing the system to generate X-Y displacements on one display or independent movements on two displays as long as they share the same bitmap image. (C) 2011 Elsevier B.V. All rights reserved.

Recording from Two Neurons: Second-Order Stimulus Reconstruction from Spike Trains and Population Coding

We study the reconstruction of visual stimuli from spike trains, representing the reconstructed stimulus by a Volterra series up to second order. We illustrate this procedure in a prominent example of spiking neurons, recording simultaneously from the two H1 neurons located in the lobula plate of the fly Chrysomya megacephala. The fly views two types of stimuli, corresponding to rotational and translational displacements. Second-order reconstructions require the manipulation of potentially very large matrices, which obstructs the use of this approach when there are many neurons. We avoid the computation and inversion of these matrices using a convenient set of basis functions to expand our variables in. This requires approximating the spike train four-point functions by combinations of two-point functions similar to relations, which would be true for gaussian stochastic processes. In our test case, this approximation does not reduce the quality of the reconstruction. The overall contribution to stimulus reconstruction of the second-order kernels, measured by the mean squared error, is only about 5% of the first-order contribution. Yet at specific stimulus-dependent instants, the addition of second-order kernels represents up to 100% improvement, but only for rotational stimuli. We present a perturbative scheme to facilitate the application of our method to weakly correlated neurons.

Elevers läsvanor : En kvalitativ studie av fyra fordonselevers läsvanor

The following study was conducted at an upper secondary school in Sweden and attempts to explore the question of what influences male pupils’ reading habits. Many quantitative international studies, including PISA, PIRLS and IEA Reading Literacy, have sought to answer this question, but only partially succeeded due to the limitations of their methods. Therefore, this study seeks to explore this question in more depth using qualitative methods, including interviews and classroom observations, but also minor tests. Two facts which the previously mentioned international studies have found is that boys and particularly immigrant boys tend to have worse reading results than their counterparts. It is therefore the aim of this study to study four male students in upper secondary school; of which two are native Swedes and the other two are unaccompanied refugee children; one from Afghanistan and the other from Morocco. The findings of this study are as follows. Firstly, necessity was found to be the single most important factor for the reading habits of these four pupils; especially the two refugees. Both refugees learnt to read under harsh circumstances in madrassas in their respective home countries. Moreover, the Moroccan pupil learnt to speak and read Spanish fluently during his seven years as a homeless child. Furthermore, in the absence of necessity, interest was found to be decisive in determining the pupils’ reading habits. In addition to this, the study theorizes that an interest in reading generally arises before the ability to read and not vice versa. However, teachers can in fact affect their pupils’ reading habits even in upper secondary school.

Implementing Policy Management through BDI

The requirement for Grid middleware to be largely transparent to individual users and at the same time act in accordance with their personal needs is a difficult challenge. In e-science scenarios, users cannot be repeatedly interrogated for each operational decision made when enacting experiments on the Grid. It is thus important to specify and enforce policies that enable the environment to be configured to take user preferences into account automatically. In particular, we need to consider the context in which these policies are applied, because decisions are based not only on the rules of the policy but also on the current state of the system. Consideration of context is explicitly addressed, in the agent perspective, when deciding how to balance the achievement of goals and reaction to the environment. One commonly-applied abstraction that balances reaction to multiple events with context-based reasoning in the way suggested by our requirements is the belief-desire-intention (BDI) architecture, which has proven successful in many applications. In this paper, we argue that BDI is an appropriate model for policy enforcement, and describe the application of BDI to policy enforcement in personalising Grid service discovery. We show how this has been implemented in the myGrid registry to provide bioinformaticians with control over the services returned to them by the service discovery process.

Polissacarídeos de parede celular fúngica: purificação e caracterização

The cell wall is a rigid structure essential for the survival of fungi. A knowledge of its composition is therefore useful for the development of novel anti-fungal drugs. In this context, polysaccharides as main components of the fungal cell wall have been the subject of intense scientific study over the years. The information gained from the knowledge of the structure of these macrobiomolecules could therefore be valuable in elucidating the mechanisms of their biosynthesis in the cell walls of pathogenic fungi infecting plants and animals alike. Determination of the chemical structures of these polysaccharides (endo) is preceded by their extraction and purification. The extractions, generally lead to neutral and/ or alkaline soluble biopolymers in groups according to their solubilities. Mixtures of polysaccharides in these extracts can then be purified by a combination of chemical and chromatographic methods. Following purification, the polysaccharides, considered homogeneous, can be characterized structurally using conventional techniques of carbohydrate chemistry, such as hydrolysis, methylation analysis, and FT-IR, 13C- and 1H- NMR spectroscopy. This review surveys the main scientific literature that characterizes polysaccharides constituting the fungal cell wall.

Competitividad de las MIPYME en Centroamérica: políticas de fomento y mejores prácticas"

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Honduras: competitividad de las MIPYME

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Dioctadecyldimethylammonium:Monoolein Nanocarriers for Efficient in Vitro Gene Silencing

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

Dually fluorescent silica nanoparticles

The cationic dyes 9-aminoacridine (9AA) and safranine (Sf) were entrapped into silica spheres of about 0.2 mu m diameter prepared by modified Stober method. The fluorescent materials are investigated by steady-state and time-resolved emission, in addition of confocal fluorescence microscopy. Silica particles containing 9-aminoacridine (SP9AA) and safranine (SPSf or both dyes (SPSf9AA) are emissive particles. When both dyes are present in the same particle but loaded in sequential stages 9AA emission is quenched as a consequence of energy transfer from 9AA (donor) to Sf (acceptor). This result suggests that particle growing processes where the acceptor is incorporated first into the core do not prevent donor/acceptor pairs to be close due to an overlay of the concentration gradients of both dyes in a radial core-shell like distribution. (C) 2010 Elsevier B.V. All rights reserved.

Thrombin-Receptor Antagonist Vorapaxar in Acute Coronary Syndromes

BACKGROUND Vorapaxar is a new oral protease-activated receptor 1 (PAR-1) antagonist that inhibits thrombin-induced platelet activation. METHODS In this multinational, double-blind, randomized trial, we compared vorapaxar with placebo in 12,944 patients who had acute coronary syndromes without ST-segment elevation. The primary end point was a composite of death from cardiovascular causes, myocardial infarction, stroke, recurrent ischemia with rehospitalization, or urgent coronary revascularization. RESULTS Follow-up in the trial was terminated early after a safety review. After a median follow-up of 502 days (interquartile range, 349 to 667), the primary end point occurred in 1031 of 6473 patients receiving vorapaxar versus 1102 of 6471 patients receiving placebo (Kaplan-Meier 2-year rate, 18.5010 vs. 19.9%; hazard ratio, 0.92; 95% confidence interval [CI], 0.85 to 1.01; P=0.07). A composite of death from cardiovascular causes, myocardial infarction, or stroke occurred in 822 patients in the vorapaxar group versus 910 in the placebo group (14.7% and 16.4%, respectively; hazard ratio, 0.89; 95% CI, 0.81 to 0.98; P=0.02). Rates of moderate and severe bleeding were 7.2% in the vorapaxar group and 5.2% in the placebo group (hazard ratio, 1.35; 95% CI, 1.16 to 1.58; P<0.001). Intracranial hemorrhage rates were 1.1% and 0.2%, respectively (hazard ratio, 3.39; 95% CI, 1.78 to 6.45; P<0.001). Rates of nonhemorrhagic adverse events were similar in the two groups. CONCLUSIONS In patients with acute coronary syndromes, the addition of vorapaxar to standard therapy did not significantly reduce the primary composite end point but significantly increased the risk of major bleeding, including intracranial hemorrhage. (Funded by Merck; TRACER ClinicalTrials.gov number, NCT00527943.)

Expanding the horizontal capabilities of CRT monitors using artificial inter-pixel steps for neuroscience experiments

This article describes the development of a visual stimulus generator to be used in neuroscience experiments with invertebrates such as flies. The experiment consists in the visualization of a fixed image that is displaced horizontally according to the stimulus data. The system is capable of displaying 640 x 480 pixels with 256 intensity levels at 200 frames per second (FPS) on conventional raster monitors. To double the possible horizontal positioning possibilities from 640 to 1280, a novel technique is presented introducing artificial inter-pixel steps. The implementation consists in using two video frame buffers containing each a distinct view of the desired image pattern. This implementation generates a visual effect capable of doubling the horizontal positioning capabilities of the visual stimulus generator allowing more precise and movements more contiguous. (C) 2011 Elsevier Inc. All rights reserved.

A revision of Askeptosaurus italicus and other thalattosaurs from the European Triassic, the interrelationships of thalattosaurs, and their phylogenetic position within diapsid reptiles (Amniota, Eureptilia)

Zusammenfassung: Thalattosaurier sind eine rein auf die Trias beschränkte Grupper mariner Diapsiden, die derzeit aus Nordamerika, Europa und China bekannt ist. Die europäischen Formen sind über längere Zeit vernachlässigt worden, was speziell für Askeptosaurus italicus aus der Mitteltrias des Monte San Giorgio gilt. Die hier durchgeführte anatomische Revision des Taxons ergibt einige Korrekturen im dorsalen Schädeldach, und ermöglicht erstmalig eine detaillierte Darstellung des ventralen Teils von Gaumen und Gehirnkapsel. Im postcranialen Skelett ergeben sich ebenfalls wichtige Korrekturen, so fehlt z. B. im Gegensatz zu bisherigen Annahmen ein Thyroidfenster im Becken. Weiterhin zeigt die Hand von Askeptosaurus eine intraspezifische Variation in der Verknöcherung. Das aquatische Reptil Endennasaurus acutirostris aus dem Nor der Lombardei wird ebenfalls neu untersucht, speziell im Hinblick auf eine potenzielle Zugehörigkeit zu Thalattosauriern. Letzteres wird bestätigt, zudem werden einige Korrekturen im Schädel durchgeführt, so ist z.B. der für Thalattosaurier typische Prämaxillare/Frontale-Kontakt vorhanden. Im Postcranium wird u.a. erstmals die vollständige Phalangenformel für die Hand ermittelt. Zwei weitere aquatische Trias-Reptilien werden ebenfalls untersucht. Zum einen ein bisher unbeschriebenes Postcranium eines relativ kleinen, hochschwänzigen Thalattosauriers aus der Obertrias von Österreich, der sehr viele Ähnlichkeiten mit dem chinesischen Xinpusaurus zeigt, und zum anderen die nur an Hand von Wirbeln bekannte Form Blezingeria ichthyospondyla aus dem Muschelkalk/Lettenkeuper der Germanischen Trias. Trotz einiger anatomischer Gemeinsamkeiten mit Thalattosauriern kann eine definitive Zugehörigkeit zu dieser Gruppe nicht bestätigt werden. Zur Klärung der verwandtschaftlichen Position der Thalattosaurier innerhalb der diapsiden Reptilien wird eine computergestützte phylogenetische Analyse basaler Diapsiden unter der Verwendung von 182 Merkmalen und 31 Taxa durchgeführt. Thalattosaurier gruppieren sich hierbei außerhalb der Sauria, und zeigen zudem ein gewisses Signal zu einer Monophylie mit Ichthyosauriern. Weitere Ergebnisse sind eine Gruppierung von Schildkröten mit Lepidosauriern, ein Schwestergruppenverhältnis von Drepanosauriern und Kuehneosauriern außerhalb der Sauria, sowie der Verlust des unteren Schläfenbogens in der frühen Evolution der Diapsiden und dessen sekundäre Aquirierung innerhalb der Archo- und Lepidosauromorpha. Eine Innengruppen-Analyse der Thalattosaurier ergibt auf der Basis von 35 Merkmalen eine basale Dichotomie, die Endennasaurus und die monophyletischen Askeptosaurus/Anshunsaurus von den übrigen Thalattosauriern abgrenzt. Die Monte San Giorgio-Taxa Hescheleria und Clarazia sind ebenfalls monophyletisch und zudem die Schwestergruppe zu Thalattosaurus. Die verbleibenden Thalattosaurier sind basal zu diesen drei Taxa positioniert, wobei der chinesische Xinpusaurus und der kalifornische Nectosaurus monophyletisch sind, und die Einbeziehung des österreichischen Thalattosauriers diesen innerhalb letzterer Taxa gruppiert. Auf der Basis dieser Ergebnisse wird ein vorläufiges biogeographisch-evolutives Szenario entworfen. Eine Kiefermuskelrekonstruktion von Askeptosaurus ergibt eine eher plesiomorphe, von posterodorsal nach anteroventral verlaufende Schläfen-Muskulatur. Zusammen mit weiteren osteologischen Merkmalen resultiert daraus eine Konfiguration, die die effektivste Beißkaft bei nur gering geöffneten Kiefern erlaubt. Die lange Schnauze, der flache Kopf und der bewegliche Hals legen eine Jagdstrategie nahe, bei der die wahrscheinlich aus kleinen bis mittelgroßen Wirbeltieren bestehende Beute durch schnelle Seitwärtsbewegungen des Kopfes gefangen wurde. Die übrige aquatische Fortbewegung des Taxons bestand aus einer subundulatorischen Lokomotion ohne Beteiligung der Extremitäten. Im Gegensatz zu Askeptosaurus bevorzugte der vollständig zahnlose Endennasaurus vermutlich nur Invertebraten und kleine Wirbeltiere als Beute, und schien seine Extremitäten im Rahmen eines paraxialen 'Pectoropelvical-Ruderns' explizit mitbenutzt zu haben.

Untersuchung der zellulären Antwort von Tumor und Endothelium auf radioaktive Bestrahlung in vitro und in vivo

Tumore des Kopf-Hals Bereiches sprechen aufgrund schneller Resistenzbildung häufig schlecht auf die derzeit praktizierten Bestrahlungstherapien an. Der Erfolg dieser Behandlung wird dabei maßgeblich durch die Strahlenresistenz des malignen Gewebes limitiert. Das Verständnis der zugrunde liegenden zellulären und molekularen Mechanismen ist diesbezüglich unvollständig. Die Resistenzzunahme während der klinischen Behandlung könnte durch die Selektion strahlenresistenter Einzelzellen verursacht werden oder durch die Aktivierung von Resistenzmechanismen. Im Rahmen dieser Arbeit wurde die bestrahlungsvermittelte Freisetzung möglicherweise protektiv wirkender Faktoren durch Tumorzelllinien des Kopf-Hals Bereiches untersucht. Durch Bestrahlung erfolgte eine Induktion von VEGF (vascular endothelial growth factor) und FGF-2 (fibroblast growth factor 2), IL-8 (Interleukin-8) und PGE2 (Prostaglandin E2). Die Untersuchung von VEGF und FGF-2 zeigte weiterhin ein zytoprotektives Potential dieser Faktoren, d.h. die T