Automatic Labeling of Software Components and their Evolution using Log-Likelihood Ratio of Word Frequencies in Source Code

As more and more open-source software components become available on the internet we need automatic ways to label and compare them. For example, a developer who searches for reusable software must be able to quickly gain an understanding of retrieved components. This understanding cannot be gained at the level of source code due to the semantic gap between source code and the domain model. In this paper we present a lexical approach that uses the log-likelihood ratios of word frequencies to automatically provide labels for software components. We present a prototype implementation of our labeling/comparison algorithm and provide examples of its application. In particular, we apply the approach to detect trends in the evolution of a software system.

Prüftechnik für RFID bei Hochgeschwindigkeitsanwendungen im Transportwesen

Im Rahmen des Forschungsprojektes TagDrive wird die Applikation von passiven Transpondern auf 13,56 MHz-Basis untersucht, die auf der Fahrbahn befestigt und zur Spurführung und Navigation von Fahrzeugen verwendet werden. Um den Einsatz von Folientranspondern (Smart Labels) bei hohen Fahrzeuggeschwindigkeiten in Zusammenhang mit Transponderlesegeräten am Fahrzeug zu testen, wurde ein Hochgeschwindigkeitsprüfstand für Relativgeschwindigkeiten zwischen Transponder und Lesegerät von bis zu 100 km/h entwickelt und Versuche bei variierenden Leseabständen durchgeführt. Für mechanische Prüfungen der applizierten Transponder inklusive Gehäuse wurden Druckprüfungen mit Hilfe einer servohydraulischen Prüfeinrichtung durchgeführt und ein neuer pneumatischer Prüfstand entwickelt, der den Überrollvorgang durch ein Rad nachbildet. Für klimatische Tests unter anderem nach DIN EN 60068-2-67 bzw. IEC 68-2-67 wurde ein Klimaschrank verwendet.

Perfusion in rat brain at 7 T with arterial spin labeling using FAIR-TrueFISP and QUIPSS.

Measurement of perfusion in longitudinal studies allows for the assessment of tissue integrity and the detection of subtle pathologies. In this work, the feasibility of measuring brain perfusion in rats with high spatial resolution using arterial spin labeling is reported. A flow-sensitive alternating recovery sequence, coupled with a balanced gradient fast imaging with steady-state precession readout section was used to minimize ghosting and geometric distortions, while achieving high signal-to-noise ratio. The quantitative imaging of perfusion using a single subtraction method was implemented to address the effects of variable transit delays between the labeling of spins and their arrival at the imaging slice. Studies in six rats at 7 T showed good perfusion contrast with minimal geometric distortion. The measured blood flow values of 152.5+/-6.3 ml/100 g per minute in gray matter and 72.3+/-14.0 ml/100 g per minute in white matter are in good agreement with previously reported values based on autoradiography, considered to be the gold standard.

Gutachten zu den ökologischen Anforderungen an das Inverkehrbringen von Produkten erstattet dem Bundesamt für Umwelt BAFU

Das schweizerische Verfassungsrecht belässt dem Gesetzgeber einen hinreichenden Spielraum, Massnahmen bezüglich der Inverkehrsetzung von importierten Produkten nach Massgabe von Anforderungen an die Produktionsbedingungen im Exportland (Production and Process Methods, PPMs) im Bereich der untersuchten Produkte (Palmöl, Soya, biogene Treibstoffe, Textilien, Baumwolle) im Rahmen eines Bundesgesetzes zu erlassen. Der Gestaltungsspielaum bemisst sich im einzelnen nach den detaillierten Bestimmungen des WTO Rechts. Dabei steht die Förderung freiwilliger Labels und von internationalen Standards für Best Practices im Vordergrund. Es schliesst indessen auch einseitige Import- restriktionen auf Grund von PPMs nicht aus, soweit vorgängig durchgeführte Verhand- lungen mit den Exportstaaten nicht zielführend sind und freiwillige Massnahmen nicht genügen. Das kann vor allem im Rohstoffhandel und im Konzernhandel (intrafirm trade) zutreffen. Die Regelungen unterliegen einer Verhältnismässigkeitsprüfung und sie dürfen sich nicht zum Schutze der einheimischen Industrie auswirken. Das GATT-recht erlaubt auch zollrechtliche Massnahmen als Mittel und Anreiz zur Förderung von Best Practices im Exportstaat. Das Freihandelsabkommen Schweiz-EU folgt den gleichen Grundsätzen, schliesst indessen zollrechtliche Massnahmen bezüglich der erfassten Produkte aus. Das Bundesgesetz über die Beseitigung technischer Handelshemmnisse verlangt die Anpassung an EU-rechtliche PPM Standards, soweit diese bestehen. Damit werden auch Spannungen im Rahmen des Freihandelsabkommens vermieden. Das THG erlaubt aber auch die ein- seitige Entwicklung von Best Practices und damit die Schaffung von Anreizen für die Ent- wicklung internationaler Standards. Das Cassis-de-Dijon Prinzip findet vorliegend keine unmittelbare Anwendung. Die hier behandelten Importregelungen beschränken sich auf die Rohstoffe und die unmittelbar daraus gewonnenen Basisprodukte. Sie lassen sich nicht auf verarbeitete Produkte übertragen. Diese können nur im Rahmen einer internationalen Harmonisierung miteinbezogen werden, welche alle Stufen der Verarbeitungsskette zu erfassen vermögen. Dies kann im Alleingang nicht erreicht werden.

Ökologische Anforderungen an das Inverkehrbringen von Produkten: USG-Revision und Spielräume im internationalen Recht

Der verfassungsrechtliche Spielraum des Gesetzgebers bei der Konkretisierung der Ziele der Nachhaltigkeit im Wirtschafts- und Umweltrecht wird in erster Linie durch die völkerrechtlichen Rahmenbedingungen der WTO sowie die Rechtsbeziehungen der Schweiz mit der EU definiert. Der vorliegende Beitrag behandelt die Frage, ob und inwieweit die Einfuhr von Rohstoffen und unmittelbar daraus gewonnenen Basisprodukten von einer nachhaltigen Produktionsweise im Ausland abhängig gemacht werden darf. Diese Thematik ist in der Umwelt- und Klimapolitik von zunehmender Bedeutung. Herstellungsverfahren und ihre Auswirkungen auf Mensch und Umwelt rücken in den Vordergrund. Der Beitrag zeigt auf, dass die Förderung von freiwilligen Labels und internationalen Standards für Best Practices zwar im Vordergrund steht, einseitige Importrestriktionen von Produkten anknüpfend am Kriterium von sog. PPM (Production and Process Methods) im Rahmen des WTO-Rechts jedoch nicht ausgeschlossen sind, sofern die Grundsätze der Nichtdiskriminierung sowie der Verhältnismässigkeit beachtet werden und vorgängig eine einvernehmliche Lösung mit dem Exportstaat angestrebt wird. Solche Importrestriktionen haben – nebst freiwilligen Massnahmen − als wichtige Instrumente der Umwelt- und Klimapolitik in der Rechtsprechung Anerkennung gefunden. Dies sowohl im Rahmen des Allgemeinen Zoll- und Handelsabkommens als auch des Abkommens zur Beseitigung technischer Handelshemmnisse. Bisher wenig genutzte Möglichkeiten, die Einfuhr zu begrenzen, bestehen darüber hinaus in der Zollpolitik für Produkte, die von ausserhalb des Europäischen Wirtschaftraumes eingeführt werden. Das Freihandelsabkommen zwischen der Schweiz und der EU folgt im Wesentlichen den gleichen Grundsätzen wie das WTO-Recht und lässt PPMs als Unterscheidungsmerkmale für an sich gleichartige Produkte ebenfalls grundsätzlich zu.

3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and Classification

In this paper we propose a new fully-automatic method for localizing and segmenting 3D intervertebral discs from MR images, where the two problems are solved in a unified data-driven regression and classification framework. We estimate the output (image displacements for localization, or fg/bg labels for segmentation) of image points by exploiting both training data and geometric constraints simultaneously. The problem is formulated in a unified objective function which is then solved globally and efficiently. We validate our method on MR images of 25 patients. Taking manually labeled data as the ground truth, our method achieves a mean localization error of 1.3 mm, a mean Dice metric of 87%, and a mean surface distance of 1.3 mm. Our method can be applied to other localization and segmentation tasks.

Oligoastrocytoma: Who's afraid of the … Liger?

We agree with the authors' attitude toward fostering the principle of parsimony (also known as Ockham's razor(3) ) - whereby no unnecessary entities/labels should be posited whenever a phenomenon can be reduced to a set of less complex constituents. Nevertheless, we take issue with some of the shortcuts which we feel they engaged in along their line of reasoning. This article is protected by copyright. All rights reserved.

STUDIES OF DISULFOTON TOLERANCE IN RATS

Disulfoton (O,O, diethyl S-2-(ethylthio)ethyl phosphorodithioate) and other organophosphorus ester compounds are insecticides which inhibit acetylcholinesterase. Chemicals of this class cause signs of toxicity in mammals which are referable to acculmulation of acetylcholine at neuroeffector sites. A tolerance to this toxic action can be induced in experimental animals by giving multiple, sublethal doses of the compounds. There is strong evidence that disulfoton tolerance occurs because of a reduction in the sensitivity of tissues in the affected animals to acetylcholine.^ Experiments were designed to test the possibility that a decrease in the number of muscarinic cholinergic receptors could be downmodulating the sensitivity of tissues to acetylcholine. It was found that, concomitant with the onset of disulfoton tolerance, there was a decrease relative to control values in the specific binding of {('3)H} quinuclidinyl benzilate ({('3)H}QNB, a compound which selectively labels muscarinic cholinergic receptors) to homogenates of rat brain and ileal muscle. The decrease in {('3)H}QNB binding was due to a reduction in the density of muscarinic receptors. There was, however, no alteration in the binding of {('3)H} QNB, or the muscarinic agonists {('3)H} oxotremorine-M and oxotremorine to atria from disulfoton-tolerant rats. The possibility that cardiac tissue was not subsensitive to cholinergic agonists was ruled out in experiments testing the effect of the muscarinic agonist carbachol on heart rate in vivo, and the negative chronotropic effect of oxotremorine on atria from disulfoton-tolerant rats: a clear reduction in the sensitivity to cholinergic agonists was seen in each case. It was, therefore concluded that the specificity and temporal correlation of {('3)H}QNB binding decreases suggested that the loss of muscarinic receptors might play a role in modulating the sensitivity of several tissues to acetylcholine, but that other mechanisms also contribute to the tolerance phenomenon.^ Other experiments revealed that disulfoton tolerance, as measured by resistance to the lethal effects of carbachol, could be induced by feeding rats low levels of the organophosphorus ester in the diet. The concentration of disulfoton used inhibited acetylcholinesterase, but not to the extent that overt signs of toxicity were observed. These results suggested that tolerance to organophosphorus ester insecticides could be induced in rodents with a dosing scheme which more closely modeled the sort of low level exposures which would be expected in humans environmentally or occupationally in contact with these compounds. ^

CHOLINERGIC MODULATION OF THALAMIC INPUT INTO THE CINGULATE CORTEX

This research demonstrates cholinergic modulation of thalamic input into the limbic cortex. A projection from the mediodorsal thalamus (MD) to the anterior cingulate cortex was defined anatomically and physiologically. Injections of horse-radish peroxidase into the anterior cingulate cortex labels neurons in the lateral, parvocellular, region of MD. Electrical Stimulation of this area produces a complex field potential in the anterior cingulate cortex which was further characterized by current density analysis and single cell recordings.^ The monsynaptic component of the response was identified as a large negative field which is maximal in layer IV of the anterior cingulate cortex. This response shows remarkable tetanic potentiation of frequencies near 7 Hz. During a train of 50 or more stimuli, the response would grow quickly and remain at a fairly stable potentiated level throughout the train.^ Cholinergic modulation of this thalamic response was demonstrated by iontophoretic application of the cholinergic agonist carbachol decreased the effectiveness of the thalamic imput by rapidly attenuation the response during a train of stimuli. The effect was apparently mediated by muscarinic receptors since the effect of carbachol was blocked by atropine but not by hexamethonium.^ To determine the source of the cingulate cortex cholinergic innervation, lesions were made in the anterior and medial thalamus and in the nucleus of the diagonal band of Broca. The effects of these lesions on choline acetyltranferase activity in the cingulate cortex were determined by a micro-radio-enzymatical assay. Only the lesions of the nucleus of the diagonal band significantly decreased the choline acetyltransferase activity in the cingulate cortex regions. Therefore, the diagonal band appears to be a major source of sensory cholinergic innervation and may be involved in gating of sensory information from the thalamus into the limbic cortex. Attempts to modulate the cingulate response to MD stimulation with electrical stimulation of the diagonal band, however were not successful.^

INFLUENCE OF A CLINIC BASED IMMUNIZATION INFORMATION SYSTEM ON INFANT IMMUNIZATIONS

This study focuses on the impact of a clinic-based intervention program on the immunization status of limited-income urban children. The intervention program consisted of an information session for clinic health care providers and the placement of individualized immunization information labels on clinic notes at the time of each visit. The degree of impact of the intervention on immunization administration was ascertained through a comparison of two similar groups of infants born in the same months of the year immediately before (N = 201) and after (N = 203) the information session and initiation of the labeling system. The timeliness of administration of each diphtheria, pertussis, tetanus and trivalent oral polio vaccine (DPT/TOPV) in the first year series of three was compared pre- to postintervention. Significantly more third immunizations were given the postintervention subjects within ten days of the recommended time of application ( p = .0361). Life table analysis indicated that the probability of an infant's passing one year of age without the administration of the third immunization decreased for postintervention infants (p = .0515). The intervention was most successful in assuring administration of the series of immunizations in those infants who were seen by the health care provider for at least 50% of their first year visits. Results indicate that minor changes in the format of information given a relatively continuous provider can increase completion of immunization series in infants. ^

Labeling in the Classroom: Teacher Expectations and their Effects on Students' Academic Potential

The transition to high school can be challenging for some adolescents, resulting in drops of academic functioning (Barber & Olsen, 2004; Smith, 2006). While changes in academic demands and the disparity between adolescent needs and the environmental characteristics of high school have both been cited as possible contributors to this decrease in academic and personal functioning (Barber & Olsen, 2004), it is possible that teachers may play an even larger role in undermining these students’ functioning, specifically through labeling. Although labeling, and how it can lead to self-fulfilling prophesies, is a concept that has been thoroughly researched and applied to the field of criminology and deviant behavior, it is the goal of this current study to investigate if labeling also occurs in the classroom setting and how such labels ultimately effect the academic potential of high school students.

Assessment of markers of medication literacy in a US-Mexico border community

Each year an estimated 180,000 people in the United States (U.S.) die as a result of medication errors, now considered a major public health problem. If a patient cannot correctly act on information related to medication use or "Medication Literacy" there is an increased potential for error. Medication use issues are unique on the US-Mexico border because they include high rates of herbal products and medication products from Mexico as well as issues related to the preferred language (English or Spanish) of the patient. To evaluate the medication literacy in a US-Mexico border community, this retrospective study evaluates 180 subjects representing four diverse economic segments of a metropolitan US-Mexico Border community who have taken a Medication Literacy Assessment. The assessment tool has been created to understand how patients interpret medication information for prescription, over-the-counter, herbal, and Mexican medication product use, and how they problem-solve medication questions. The Medication Literacy Assessment tool specifically assesses document literacy (e.g., prescription labels), prose literacy (e.g., patient leaflets), numeracy (e.g., calculations and measurements) as well as qualitative data related to medication use practices. The main hypothesis of this study is that the ability to interpret and use medications will vary based on education, language (Spanish or English), and recruitment sites (economically diverse communities). The results will provide information to better characterize medication use in a primarily Hispanic population on the US-Mexico border and may be used to influence policy decisions regarding prescription and over-the-counter product information.^

A promotora de salud CVD intervention: Participant responses after Su Corazon, Su Vida education

In this study we sought to identify and understand feelings, benefits and barriers to making heart healthy behavioral changes by reviewing and analyzing participant responses to a follow-up telephone survey conducted as part of the HEART project (Health Education Awareness Research Team). Individuals who participated in HEART attended classes and received “Su Corazon, Su Vida” education. The HEART follow-up telephone survey was conducted only on those participants who were part of the experimental group. A total of 93 individuals from this group were successfully contacted for participation in the telephone survey after the classes ended. Quantitative data regarding ‘feelings’ and ‘difficulty making heart healthy behavioral changes’ were analyzed by calculating frequencies of each category of response for post-intervention weeks 9, 13, and 15. In addition, Wilcoxon rank-sum tests were conducted for post-intervention at weeks 9, 13, and 15 to measure associations between feelings and difficulties making heart healthy behavioral changes. Changes in responses over time for feelings and difficulties making heart healthy behavioral changes were looked at by counting differences in responses between pairs of follow up weeks. Qualitative responses to the survey were analyzed by categorizing content of responses under themes in order to identify factors related to feelings and difficulties making heart healthy behavioral changes. Telephone survey participants showed positive attitudes towards making nutritional and physical activity changes. Out of the 93 telephone survey respondents, 53 (57%) reported some type of physical activity change during the follow-up period while 46 (49%) reported specific changes in nutrition. Data from the “difficulty to making changes” responses were categorized under constructs from the Health Belief Model, perceived benefits and barriers. Overall, the barriers for physical activity were health issues, individual habits and time. Barriers to eating healthy were family support, individual habits, and knowledge. This study suggests that with respect to nutritional knowledge barriers, educational programs should explore other ways of teaching and familiarizing individuals with information sources that may be more appropriate for those populations not accustomed to them. For example, nutrition labels, portions, recipes, and use of photonovelas. Our findings of the barriers to changes in food preparation due to lack of family support may also suggest the need for the development of programs where influential partners or relatives are involved in order to create a more supportive environment which may provide more opportunity for change toward healthier lifestyle behaviors. Finally, the physical activity barriers found suggest that it may be beneficial to recommend appropriate exercises for those with specific health problems or those with time restrictions due to work or travel so that physical activity is not completely avoided.^

Legal regulation of the food industry as a public health measure

Background. The Food and Drug Administration (FDA) is an agency of the federal government that is responsible for monitoring and maintaining public health through the regulation of many industries, including food safety. Through the Nutrition Labeling and Education Act of 1990, the FDA was granted authority over the implementation and regulation of nutrition labeling on packaged foods. Many nutrients are printed on nutrition labels as well as their percent Daily Values. Research has been undertaken to examine the evidentiary basis the FDA relied upon in making its determinations regarding which nutrients to include on nutrition labels as well as their Daily Values. ^ Methods. Relevant legal policies, scientific studies, and other published literature (either in print or electronic form) were used to collect data. ^ Results. Results demonstrated that the FDA did not employ one single method in its determination of which nutrients to select for inclusion on food labels. The agency relied upon current public heath studies of that time as well as recommendations from the U.S. Surgeon General.^

Commentary on "Alternative Strategies for Identifying High-Performing Charter Schools in Texas"

In the last few years policy makers and practitioners nationally have shown much interest in identifying, recognizing, and replicating successful charter schools, many of which are showing that they can educate low-income and otherwise at-risk students remarkably well. However past efforts to identify high performing schools have been problematic. Using these systematic, rigorous value-added methods, the authors identify 44 Open Enrollment charter schools that merit a “high-performer” rating. Nearly all of those campuses identified serve a disadvantaged student population. The article also finds that most of those high performers are highly cost-effective, earning high ratings on the cost-efficiency measures. The authors argue for more widespread use of value-added modeling in the state accountability system. The approach taken to identifying high-performers is sensible and fair, but any formulaic approach to school labels comes with some limitations.