Miracle-dz/UniFAR-FTUs huggingface dataset:
From Changes to Dynamics: Dynamics Analysis of Linked Open Data Sources

The Linked Open Data (LOD) cloud changes frequently. Recent approaches focus mainly on quantifying the changes that occur in the LOD cloud by comparing two snapshots of a linked dataset captured at two different points in time. These change metrics are able to measure absolute changes between these two snapshots. However, they cannot determine the dynamics of a dataset over a period of time, i.e., the intensity of how the data evolved in this period. In this paper, we present a general framework to analyze the dynamics of linked datasets within a given time interval. We propose a function to measure the dynamics of a LOD dataset, which is defined as the aggregation of absolute, infinitesimal changes, provided by change metrics. Our method can be parametrized to incorporate and make use of existing change metrics. Furthermore, our framework enables the use of different decay functions within the dynamics computation for different weights on changes depending on when they occurred in the observed time interval. We apply our framework to conduct an investigation on the dynamics of selected LOD datasets. We apply our analysis on a large-scale LOD dataset that is obtained from the LOD cloud by weekly crawls over more than a year. Finally, we discuss the benefits and potential applications of our dynamics function in a real world scenario.
Health-related physical fitness in Brasilian schoolchildren: data from the Brazil sport program

OBJETIVE: To analyze the physical fitness of Brazilian schoolchildren, according to a health-referenced criteria assessment. METHODS: This was a cross-sectional, school-based, epidemiological study of 7,507 schoolchildren (4,114 boys and 3,393 girls) aged 7 to 10 years. The following variables were measured: body weight, height, flexibility (sit-and-reach), muscle strength/resistance (1 minute modified abdominal) and cardiorespiratory fitness (9- minute walk/run). The criteria and classifications used for the motor tests were recommended by the Physical Best. RESULTS: The motor tests demonstrated low physical fitness, representing health risk in terms of flexibility (boys: 58.3%; girls: 51.2%, p<0.001), muscle strength/resistance (boys: 75.3%; girls: 73.8%, p<0.001) and cardiorespiratory fitness (boys: 80.8%; girls: 77.6%, p<0.001). The overall classification derived from all the three motor tests showed that very high proportion of the schoolchildren (~96%) did not meet the preestablished cut-offs for a satisfactory level of physical fitness. CONCLUSIONS: Effective intervention programs promoting changes in physical fitness standards are needed in order to contribute to the development of healthier levels of motor performance, especially based on public policy initiatives that provide opportunities for physical activity and sports in neighborhoods, parks and condominiums.
FastWavelet-Based Visual Classification

We investigate a biologically motivated approach to fast visual classification, directly inspired by the recent work [13]. Specifically, trading-off biological accuracy for computational efficiency, we explore using standard wavelet transforms and patch transforms to parallel the tuning of visual cortex V1 and V4 cells, alternated with max operations to achieve scale and translation invariance. A feature selection procedure is applied during learning to accelerate recognition. We introduce a simple attention-like feedback mechanism, significantly improving recognition and robustness in multiple-object scenes. In experiments, the proposed algorithm achieves or exceeds state-of-the-art performance in object recognition, but also in new applications such as texture classification, satellite image classification, and language identification. Preliminary results on sound classification are shown as well.
Shifting social identities as a strategy for deflecting threatening social comparisons.

Results of three studies suggest that the multifaceted nature of identity provides a strategic basis for reducing the threat involved in upward social comparisons. After performing worse than a comparison standard, people may strategically emphasize aspects of their identity that differentiate them from the standard, thereby making the standard less relevant for self-evaluation. On the basis of previous research showing that persons low in self-esteem are less likely to make effective use of self-protection strategies, we hypothesized that this strategy of deflecting the threat involved in upward comparison (i.e., decreasing perceived comparability by emphasizing an unshared social identity) would be used primarily by persons who are characteristically high in self-esteem. This pattern was confirmed in three studies. Moreover, use of the strategy was associated with relatively more positive affect following threatening upward comparisons.
The Effects of Homework Programs and After-School Activities on School Success

The role of homework needs to be considered within the context of the broader developmental needs of children. This article focuses on how children spend their time after school and how homework, as well as other activities, can contribute to school success. Children differ in their after-school experiences, from "latchkey" children who lack supervision and structure, to the overextended child engaged in multiple extracurricular activities with little time for unstructured play. The authors summarize research on the impact of after-school activities —including homework programs—on school performance and make recommendations with regard to best practices for children who differ in their resources, abilities, and interests. Balancing homework with other aspects of the child's home life to promote positive developmental outcomes is recommended.
QSARs for PBPK modelling of environmental contaminants

Physiologically-based pharmacokinetic (PBPK) models are increasingly finding use in risk assessment applications of data-rich compounds. However, it is a challenge to determine the chemical-specific parameters for these models, particularly in time- and resource-limiting situations. In this regard, SARs, QSARs and QPPRs are potentially useful for computing the chemical-specific input parameters of PBPK models. Based on the frequency of occurrence of molecular fragments (CH3, CH2, CH, C, C=C, H, benzene ring and H in benzene ring structure) and exposure conditions, the available QSAR-PBPK models facilitate the simulation of tissue and blood concentrations for some inhaled volatile organic chemicals. The application domain of existing QSARs for developing PBPK models is limited, due to lack of relevant data for diverse chemicals and mechanisms. Even though this approach is conceptually applicable to non-volatile and high molecular weight organics as well, it is more challenging to predict the other PBPK model parameters required for modelling the kinetics of these chemicals (particularly tissue diffusion coefficients, association constants for binding and oral absorption rates). As the level of our understanding of the mechanistic basis of toxicokinetic processes improves, QSARs to provide a priori predictions of key chemical-specific PBPK parameters can be developed to expedite the internal dose-based health risk assessments in data-poor situations.
Toward ubiquitous massive accesses in 3GPP machine-to-machine communications

To enable full mechanical automation where each smart device can play multiple roles among sensor, decision maker, and action executor, it is essential to construct scrupulous connections among all devices. Machine-to-machine communications thus emerge to achieve ubiquitous communications among all devices. With the merit of providing higher-layer connections, scenarios of 3GPP have been regarded as the promising solution facilitating M2M communications, which is being standardized as an emphatic application to be supported by LTE-Advanced. However, distinct features in M2M communications create diverse challenges from those in human-to-human communications. To deeply understand M2M communications in 3GPP, in this article, we provide an overview of the network architecture and features of M2M communications in 3GPP, and identify potential issues on the air interface, including physical layer transmissions, the random access procedure, and radio resources allocation supporting the most critical QoS provisioning. An effective solution is further proposed to provide QoS guarantees to facilitate M2M applications with inviolable hard timing constraints.
Rates and correlates of suicide attempts in first‐admission psychotic patients

The relationship of attempted suicide to demographic characteristics, current and lifetime psychiatric diagnoses, clinical history, and current symptoms was assessed in a sample of 184 recently hospitalized psychotic patients. Forty‐three patients (23%) had an attempt history, and 28 (15% of sample; 65% of attempters) made an attempt during the episode for which they were hospitalized. Demographic characteristics did not distinguish attempters from nonattempters. Variables significantly associated with having ever attempted suicide were current diagnosis of unipolar major depressive disorder but not bipolar; lifetime major depressive episode; a history characterized by a less acute onset, lower pre‐admission psychosocial functioning, and episodes of physical violence; and a symptom picture characterized by greater depression, hopelessness, negative symptoms, hallucinations and less thought disorder. Those with a current attempt had significantly higher rates of lifetime history of major depression and less physical violence than those with past attempts only. The potential importance of the data for predicting future suicidal acts is discussed.
The International E-vita Open Registry: data sets of 274 patients.

AIM After the introduction of the hybrid stent-graft "E-vita-open" by the Essen group in 1/2005 for one stage repair of complex thoracic aortic disease, the International E-vita open Registry was founded in 2008 to study the principles of this treatment algorithm and to control reported favorable single center results on a large patient data set basis up to six years after the first clinical implant. METHODS Retrospective data work-up after prospective data acquisition was achieved by institution of the International E-vita open Registry with anonymous registration and calculation at Essen University Hospital. From January 2005 to December 2010, 274 patients (mean age 60; 74% males) with complex aortic disease, 190 with aortic dissection (88 acute (AAD), 102 chronic aortic dissection (CAD), and 84 with complex thoracic aortic aneurysm (TAA) were included in the studied. RESULTS Eighty-one out of 274 (30%) patients underwent emergency surgery. Stent-graft deployment and arch replacement (238 total, 36 subtotal) was performed under selective antegrade cerebral perfusion (75 min mean). Cardiopulmonary bypass (CPB) and cardiac arrest times were mean 235 and 134 minutes, respectively. In-hospital mortality was 15% (40/274), 18% for AAD, 13% for CAD, and 14% for TAA. New strokes were observed in 6% (16/274), spinal cord injury in 8% (22/274). The false lumen (FL) was evaluated throughout the first hospital stay and at a median follow up time of 59 months after surgery. From the first follow up CT-examination to the last, thoracic complete FL thrombosis increased from 83% to 93% in AAD, from 72% to 92% in CAD. Full exclusion of the aneurysmal disease was achieved in 77% (61/79) during the primary hospital stay. CONCLUSION Favorable single center results could be confirmed by an International community of cardiac surgical centers in regard to hospital mortality and morbidity, as well as a low postoperative complication rate and exclusion of false lumen in aortic dissection.
Relationship of Self-Rated Health with Fatal and Non-Fatal Outcomes in Cardiovascular Disease: A Systematic Review and Meta-Analysis

Background People who rate their health as poor experience higher all-cause mortality. Study of disease-specific association with self-rated health might increase understanding of why this association exists. Objectives To estimate the strength of association between self-rated health and fatal and non-fatal cardiovascular disease. Methods A comprehensive search of PubMed MEDLINE, EMBASE, CINAHL, BIOSIS, PsycINFO, DARE, Cochrane Library, and Web of Science was undertaken during June 2013. Two reviewers independently searched databases and selected studies. Inclusion criteria were prospective cohort studies or cohort analyses of randomised trials with baseline measurement of self-rated health with fatal or non-fatal cardiovascular outcomes. 20 studies were pooled quantitatively in different meta-analyses. Study quality was assessed using Newcastle-Ottawa scales. Results ‘Poor’ relative to ‘excellent’ self-rated health (defined by most extreme categories in each study, most often’ poor’ or ‘very poor’ and ‘excellent’ or ‘good’) was associated over a follow-up of 2.3–23 years with cardiovascular mortality in studies: where varying degrees of adjustments had been made for cardiovascular disease risk (HR 1.79 (95% CI 1.50 to 2.14); 15 studies, I2 = 71.24%), and in studies reporting outcomes in people with pre-existing cardiovascular disease or ischaemic heart disease symptoms (HR 2.42 (95% CI 1.32 to 4.44); 3 studies; I2 = 71.83%). ‘Poor’ relative to ‘excellent’ self rated health was also associated with the combined outcome of fatal and non-fatal cardiovascular events (HR 1.90 (95% CI 1.26 to 2.87); 5 studies; I2 = 68.61%), Self-rated health was not significantly associated with non-fatal cardiovascular disease outcomes (HR 1.66 (95% CI 0.96 to 2.87); 5 studies; I2 = 83.60%). Conclusions Poor self rated health is associated with cardiovascular mortality in populations with and without prior cardiovascular disease. Those with current poor self-rated health may warrant additional input from health services to identify and address reasons for their low subjective health.
Case report of a neonate with ocular toxoplasmosis due to congenital infection: estimation of the percentage of ocular toxoplasmosis in Greece caused by congenital or acquired infection

We report a case of a newborn male child with congenital toxoplasmosis. During pregnancy seroconversion occurred and positive titers of antitoxoplasmic antibodies (immunoglobulin M and G) were found in the mother, in the third trimester. She received treatment with spiramycin. After birth, the neonate presented with chorioretinitis and intracranial calcifications. The neonate received treatment with pyrimethamine, sulfadiazine, and leucovorin for 1 year. In addition to using a previously described method, we report for the first time in Greece an estimation regarding the percentage of ocular toxoplasmosis caused by congenital or acquired infection. We estimate that ocular toxoplasmosis in Greece is caused in 7% of the cases by congenital infection, and in 93% of the cases by acquired infection.
Critical pH in resting and stimulated whole saliva in groups of children and adults.

OBJECTIVE The concentrations of calcium and phosphate in saliva have significant influence on the protective mechanisms of dental hard tissues within the oral environment. A lower calcium concentration means: 1) a lower thermodynamic driving force for hydroxyapatite precipitation at normal oral pH; 2) a higher driving force for hydroxyapatite dissolution at low pH; 3) a lower critical pH. The aims of this study were to: 1. determine the calcium and phosphate concentrations 2. calculate the critical pH for enamel and 3. determine the driving forces for demineralization and remineralization in a group of children and adults. METHODS In this comparative study, calcium and phosphate concentrations were measured in the resting and stimulated saliva of child and adult volunteers using a spectrophotometric system used in routine blood analysis. Salivary flow rates were also measured in each group. RESULTS The calcium concentrations were lower in children than adults, but the phosphate concentrations were not significantly different. The critical pH was significantly higher for children than adults in both resting and stimulated saliva. Therefore, the thermodynamic driving forces for; (1) demineralisation at low oral pH, is greater, and (2) for remineralisation at normal oral pH, is lower, in children compared to adults. CONCLUSION The results of this study show that from thermodynamic considerations alone, there is increased risk of demineralization in children compared with adults.
Assignment testers: towards a combinatorial proof of the PCP-theorem

In this work, we look back into the proof of the PCP theorem, with the goal of finding new proofs that are "more combinatorial" and arguably simpler. For that, we introduce the notion of an assignment tester, which is a strengthening of the standard PCP verifier, in the following sense. Given a statement and an alleged proof for it, while the PCP verifier checks correctness of the statement, the assignment-tester checks correctness of the statement and the proof. This notion enables composition that is truly modular, i.e., one can compose two assignment-testers without any assumptions on how they are constructed. A related notion was independently introduced in (Ben-Sasson et. al. STOC 04). We provide a toolkit of (non-trivial) generic transformations on assignment testers. These transformations may be interesting in their own right, and allow us to present the following two main results: 1. The first is a new proof of the PCP theorem. This proof relies on a rather weak assignment tester given as a "black box". From this, we construct combinatorially the full PCP. An important component of this proof is a new combinatorial aggregation technique (i.e., a new transformation that allows the verifier to read fewer, though possibly longer, "pieces" of the proof). An implementation of the black-box tester can be obtained from the algebraic proof techniques that already appear in L. Babai et al., 1991 and U. Feige et al., 1991. Obtaining a combinatorial implementation of this tester would give a purely combinatorial proof for the PCP theorem, which we view as an interesting open problem. 2. Our second construction is a "standalone" combinatorial construction showing NP /spl sube/ PCP (S. Arora et al., 1998). This implies, for example, that approximating max-SAT is quasi-NP-hard. This construction relies on a transformation that makes an assignment tester "oblivious": so that the proof locations read are independent of the statement that is being proven. This eliminates, in a rather surprising manner, the need for aggregation in a crucial point in the proof.
Modeling topic dependencies in semantically coherent text spans with copulas

The exchangeability assumption in topic models like Latent Dirichlet Allocation (LDA) often results in inferring inconsistent topics for the words of text spans like noun-phrases, which are usually expected to be topically coherent. We propose copulaLDA, that extends LDA by integrating part of the text structure to the model and relaxes the conditional independence assumption between the word-specific latent topics given the per-document topic distributions. To this end, we assume that the words of text spans like noun-phrases are topically bound and we model this dependence with copulas. We demonstrate empirically the effectiveness of copulaLDA on both intrinsic and extrinsic evaluation tasks on several publicly available corpora.
Exploring the motivations for garden bird feeding in south-east England

The feeding of wild birds in domestic gardens is one of the most widespread and popular forms of human-wildlife interaction throughout the Western World. The increasing recognition of the benefits to human health and well-being of contact with nature, especially in an increasingly urbanized world, reveals the need for a greater understanding of why we engage in bird feeding. This will undoubtedly result in enhanced benefits of feeding to both people and to the biodiversity it supports. Our study aimed to explore the motivations behind wild bird feeding in south-east England through both qualitative and quantitative approaches. This involved a two-phase process: first, the dimensions of involvement were ascertained through semistructured interviews with 30 people engaged in feeding. Interrogation of their responses was used to construct an online questionnaire. A total of 563 respondents completed this survey. Analysis of their responses discerned a series of themes with the most salient being based on or directed toward: pleasure, bird survival, nurture, education of children, and connection with nature. These findings reveal that bird feeding is underpinned by a complex array of motivations and influences involving both personal and environmental benefits.
The Effect of Natural Adjuvants on Pathological Changes in Sensitized Guinea Pig Lungs

Background: Anti-inflammatory effect of natural adjuvants has been reported. Lung inflammation is the most characterized pathological feature in asthma. Objectives: The effects of three natural adjuvants (PC, G2, and G2F registered as a patent in the Iranian Patent Office) on sensitized guinea pigs lungs were examined in the present study. Materials and Methods: Lung pathological changes were examined in control and five groups of randomly divided guinea pigs including: sensitized animals (S, receiving normal saline, 0.5 ml i.p.); sensitized animals treated with adjuvant PC; G2F (0.1 ml i.p. for both cases); G2 (0.4 ml i.p.); and PC + G2 (receiving both PC and G) adjuvants (twice a week for 4 weeks for all groups). Sensitization of animals was done by injection and inhalation of ovalbumin (OA). Results: All pathological changes in S group including the eosinophil infiltration (scoring 3.28 ± 0.28), lymphocyte infiltration (2.82 ± 0.26), local epithelial necrosis (2.71 ± 0.47) and mucosal plug (2.75 ± 0.37) were significantly higher than control group (0.64 ± 0.18, 1.36 ± 0.24, 0.36 ± 0.18 and 0.28 ± 0.18 for eosinophil infiltration, lymphocyte infiltration, epithelial necrosis and mucosal plug respectively, P < 0.001 for all cases). Treatment with all adjuvants improved all pathological changes significantly (P < 0.05 to P < 0.001). Conclusions: These results indicate preventive effects of all natural adjuvants (especially G2) on pathological changes of the lung in sensitized guinea pigs.
A New Data Mining Scheme Using Artificial Neural Networks

Classification is one of the data mining problems receiving enormous attention in the database community. Although artificial neural networks (ANNs) have been successfully applied in a wide range of machine learning applications, they are however often regarded as black boxes, i.e., their predictions cannot be explained. To enhance the explanation of ANNs, a novel algorithm to extract symbolic rules from ANNs has been proposed in this paper. ANN methods have not been effectively utilized for data mining tasks because how the classifications were made is not explicitly stated as symbolic rules that are suitable for verification or interpretation by human experts. With the proposed approach, concise symbolic rules with high accuracy, that are easily explainable, can be extracted from the trained ANNs. Extracted rules are comparable with other methods in terms of number of rules, average number of conditions for a rule, and the accuracy. The effectiveness of the proposed approach is clearly demonstrated by the experimental results on a set of benchmark data mining classification problems.