Miracle-dz/UniFAR-FTUs huggingface dataset:
Strathprints Institutional Repository Shuhui and Ren, Jinchang (2015) Effective and Efficient Midlevel Visual Elements-oriented Land-use Classification Using Vhr Remote Sensing Images. Ieee Transactions on Geoscience and Remote Sensing, 53 (8). Pp. 4238-4249. Issn 0196-2892 Effective and Efficient M

Strathprints is designed to allow users to access the research output of the University of Strathclyde. Copyright © and Moral Rights for the papers on this site are retained by the individual authors and/or other copyright owners. You may not engage in further distribution of the material for any profitmaking activities or any commercial gain. You may freely distribute both the url (http://strathprints.strath.ac.uk/) and the content of this paper for research or study, educational, or not-for-profit purposes without prior permission or charge. Abstract Land-use classification using remote sensing images covers a wide range of applications. With more detailed spatial and textural information provided in very high resolution (VHR) remote sensing images, a greater range of objects and spatial patterns can be observed than ever before. This offers us a new opportunity for advancing the performance of land-use classification. In this paper, we first introduce an effective midlevel visual elements-oriented land-use classification method based on " partlets, " which are a library of pretrained part detectors used for midlevel visual elements discovery. Taking advantage of midlevel visual elements rather than low-level image features, a partlets-based method represents images by computing their responses to a large number of part detectors. As the number of part detectors grows, a main obstacle to the broader application of this method is its computational cost. To address this problem, we next propose a novel framework to train coarse-to-fine shared intermediate representations, which are termed " sparselets, " from a large number of pretrained part detectors. This is achieved by building a single-hidden-layer autoencoder and a single-hidden-layer neural network with an L0-norm sparsity constraint, respectively. Comprehensive evaluations on a publicly available 21-class VHR land-use data set and comparisons with state-of-the-art approaches demonstrate the effectiveness and superiority of this paper.
Collecting fluency corrections for spoken learner English

We present crowdsourced collection of error annotations for transcriptions of spoken learner English. Our emphasis in data collection is on fluency corrections, a more complete correction than has traditionally been aimed for in grammatical error correction research (GEC). Fluency corrections require improvements to the text, taking discourse and utterance level semantics into account: the result is a more naturalistic, holistic version of the original. We propose that this shifted emphasis be reflected in a new name for the task: ‘holistic error correction’ (HEC). We analyse crowdworker behaviour in HEC and conclude that the method is useful with certain amendments for future work.
NLRC5 Cooperates with the RFX Transcription Factor Complex To Induce MHC Class I Gene Expression

Tight regulation of MHC class I gene expression is critical for CD8 T cell activation and host adaptive-immune responses. The promoters of MHC class I genes contain a well-conserved core module, the W/S-X-Y motif, which assembles a nucleoprotein complex termed MHC enhanceosome. A member of the nucleotide-binding domain, leucine-rich repeat (NLR) protein family, NLRC5, is a newly identified transcriptional regulator of MHC class I genes. NLRC5 associates with and transactivates the proximal promoters of MHC class I genes, although the molecular mechanism of transactivation has not been understood. In this article, we show that NLRC5-mediated MHC class I gene induction requires the W/S and X1, X2 cis-regulatory elements. The transcription factors RFX5, RFXAP, and RFXANK/B, which compose the RFX protein complex and associate with the X1 box, cooperate with NLRC5 for MHC class I expression. Coimmunoprecipitation experiments revealed that NLRC5 specifically interacts with the RFX subunit RFXANK/B via its ankyrin repeats. In addition, we show that NLRC5 can cooperate with ATF1 and the transcriptional coactivators CBP/p300 and general control nonderepressible 5, which display histone acetyltransferase activity. Taken together, our data suggest that NLRC5 participates in an MHC class I-specific enhanceosome, which assembles on the conserved W/S-X-Y core module of the MHC class I proximal promoters, including the RFX factor components and CREB/ATF1 family transcription factors, to promote MHC class I gene expression.
The effect of yoga on coping strategies among intensive care unit nurses

Introduction: Nowadays, it has been known that individuals handle coping strategies when faced with stressful events. These strategies play an important role in individuals. Nurses are exposed to high stress, which directly affects their job satisfaction and the quality of their services. Therefore, the present study tried to investigate the effect of Yoga on stress coping strategies among nurses working in intensive care units (ICUs). Materials and Methods: In this quasi-experimental study, 34 female nurses working in ICU who were qualified to enter the study were selected. Yoga exercises were administrated two sessions a week for 8 weeks in the study group. CS-R questionnaire was filled before and after intervention. The data were analyzed by descriptive and inferential (t test) statistical tests. Results: The results of statistical tests showed that the highest application of stress coping strategies was for inconsistent stress coping strategy. There was a significant difference in the mean scores of coping strategies of stress focus, emotion focus, and ineffectiveness after Yoga exercises compared with those before the yoga sessions. Discussion: With regard to the findings, 8 weeks exercises of Yoga can be considered as a complementary treatment to amend stress coping strategies. Further studies in this field are suggested.
The clonal composition of biramous and uniramous arthropod limbs

We present the first comparative cell lineage analysis of uniramous and biramous limbs of an arthropod, the crustacean Orchestia cavimana. Via single cell labelling of the cells that are involved in limb development, we are able to present the first complete clonal composition of an arthropod limb. We show that the two main branches of crustacean limbs, exopod and endopod, are formed by a secondary subdivision of the growth zone of the main limb axis. Additional limb outgrowths such as exites result from the establishment of new axes. In contrast to general belief, uniramous limbs in Orchestia are not formed by the loss of the exopod but by suppression of the split into exopod and endopod. Our results offer a developmental approach to discriminate between the different kinds of branches of arthropod appendages. This leads to the conclusion that a ‘true’ biramous limb comprising an endopod and an exopod might have occurred much later in euarthropod evolution than has previously been thought, probably either in the lineage of the Mandibulata or that of the Tetraconata.
Are wait times and length of stay in Alberta emergency departments for children's mental health meeting national benchmarks? Trends from 2002 to 2008.

OBJECTIVE To describe wait times, treatment times and length of stay (LOS) for pediatric mental health visits to emergency departments (EDs). METHODS The present study was a retrospective cohort analysis of mental health visits (n=30,656) made by children <18 years of age between April 2002 and March 2008 to EDs in Alberta using administrative data. Wait time (time from triage to physician assessment), treatment time (time from physician assessment to end of visit) and LOS (time from start to end of visit) were examined for each visit. Wait time and treatment time data were available for 2006 to 2008, and LOS data were available for all study years. Wait times and LOS were compared with national benchmarks for the Canadian Triage and Acuity Scale (CTAS; levels 1 [resuscitative] through 5 [nonurgent]). All times are presented in h and min. RESULTS Median wait times for visits triaged as CTAS 1, 2, 3 and 4 exceeded national recommendations. The longest wait times were for visits triaged as urgent (CTAS 3; 1 h 46 min) and less urgent (CTAS 4; 1 h 45 min). Lower-acuity visits had wait times that exceeded treatment times (CTAS 4: 1 h 45 min versus 1 h 8 min; CTAS 5: 1 h 5 min versus 52 min). Across all CTAS levels, the LOS in the ED increased during the study period, but met national benchmarks. CONCLUSIONS Most median ED wait times for pediatric mental health visits exceeded national recommendations, while the median LOS for all visits met recommendations. Lower-acuity visits had wait times that exceeded treatment times. Future research should explore whether longer wait times are associated with adverse outcomes, and whether current wait/treatment times are warranted to ensure that ED throughput is optimized.
Finite-Repetition threshold for infinite ternary words

The exponent of a word is the ratio of its length over its smallest period. The repetitive threshold r(a) of an a-letter alphabet is the smallest rational number for which there exists an infinite word whose finite factors have exponent at most r(a). This notion was introduced in 1972 by Dejean who gave the exact values of r(a) for every alphabet size a as it has been eventually proved in 2009. The finite-repetition threshold for an a-letter alphabet refines the above notion. It is the smallest rational number FRt(a) for which there exists an infinite word whose finite factors have exponent at most FRt(a) and that contains a finite number of factors with exponent r(a). It is known from Shallit (2008) that FRt(2)=7/3. With each finite-repetition threshold is associated the smallest number of r(a)-exponent factors that can be found in the corresponding infinite word. It has been proved by Badkobeh and Crochemore (2010) that this number is 12 for infinite binary words whose maximal exponent is 7/3. We show that FRt(3)=r(3)=7/4 and that the bound is achieved with an infinite word containing only two 7/4-exponent words, the smallest number. Based on deep experiments we conjecture that FRt(4)=r(4)=7/5. The question remains open for alphabets with more than four letters. Keywords: combinatorics on words, repetition, repeat, word powers, word exponent, repetition threshold, pattern avoidability, word morphisms.
Darwinism of Color Image Difference Models

The world of color image difference modeling can be considered relatively young, when compared with the rich history of general color difference equations. While young, this area of research is well beyond the primordial soup stage. In this paper we present a framework for describing the evolution of color image difference models. This framework builds upon the S-CIELAB model, which in turn was built upon the CIELAB model and the CIE color difference equations. The goal is to create a modular, extendable color image difference model.
Octreotide Scans Are Positive in a Subset of Patients with Hepatocellular Carcinoma

Purpose In vitro data suggest that a proportion of hepatocellular carcinomas express the somatostatin receptor. However, in vivo data are lacking. There has been little reported use of octreotide scans in hepatocellular carcinomas. This study was performed to determine the percentage of positive results of octreotide scanning in patients with hepatocellular carcinoma. Materials and Methods In-111 octreotide scans were performed in the standard manner in eight patients with unresectable hepatocellular carcinoma. Computer fusion imaging of the nuclear medicine and computed tomographic scans was performed in selected patients. Results Five of eight (63%) patients tested had hepatocellular carcinomas that displayed focal tracer uptake. Conclusions This is the first report of positive uptake of octreotide scans in patients with hepatocellular carcinoma. These findings may have implications for the treatment of hepatocellular carcinoma with octreotide. Furthermore, these results may broaden the differential diagnosis in patients with positive results of octreotide scanning.
Sur les types des propositions composées

Il s'agit d'un problème combinatoire de logique formelle, formulé par Jevons; il sera expliqué en détails dans ce qui suit (voir no. 1). Jevona luimême n'a traité le problème que dans les cas les plus simples (n = 1, 2, 3); un cas plus difficile (n = 4) a été traité par Clifford; le cas général (n quelconque) a été à peine abordé. Le but de ce travail est de faire remarquer que ce problème de Jevons et de Clifford est contenu comme cas particutier dans un problème combinatoire général que j'ai traité ailleurs. La méthode générale ramène le problème présent à l'étude d'un certain groupe de permutations d'ordre n! 2n, étroitement lié au groupe symétrique d'ordre n! J'ai fait les calculs nécessaires pour n = 1, 2, 3, 4. Mes résultats numèriques sont complètement en accord avec les résultats de Jevons, mais ils ne s'accordent qu'en partie avec les résultats de Clifford. Une proposition peut être vraie ou fausse. On peut exprimer la même chose en disant que nous pouvons attribuer à une proposition l'une ou l'autre des deux “valeurs logiques” qui s'excluent mutuellement: la “vérité” et la “fausseté. ”
Understanding online shopping behaviour using a transaction cost economics approach

Building upon Transaction Cost Economics (TCE) theory, this paper hypothesises that consumers' transaction cost of online shopping is affected by six antecedents: product uncertainty, behavioural uncertainty, convenience, economic utility, dependability, and asset specificity. In turn, transaction cost has a negative relationship with consumers' willingness to buy online. We test the model using data gathered from the USA and China. The results show that behavioural uncertainty and asset specificity are positively related to transaction cost whilst convenience and economic utility are negatively related to transaction cost among US consumers and those in China. Dependability is negatively related to transaction cost among US consumers but not consumers in China. Transaction cost is positively related to willingness to buy online among US consumers and those in China. US consumers perceive less product uncertainty, behavioural uncertainty, asset specificity, dependability, as well as more convenience and economic utility than consumers in China. The implications of the results are discussed.
Decline in cue-provoked craving during cue exposure therapy for smoking cessation.

INTRODUCTION Based on the principles of Pavlovian learning and extinction, cue exposure therapy (CET) involves repeated exposure to substance-associated cues to extinguish conditioned cravings and reduce the likelihood of relapse. The efficacy of CET is predicated on successful extinction, yet the process of extinction in CET trials has rarely been demonstrated. This study explored the extinction process using a cue-reactivity paradigm in smokers undergoing multiple CET sessions as part of a comprehensive smoking cessation treatment. METHODS The sample comprised 76 moderately dependent, treatment-seeking smokers who completed at least 4 CET sessions and 6 counseling sessions. The CET and counseling sessions were scheduled twice weekly, and participants began using transdermal nicotine replacement therapy on their quit day, which occurred prior to initiation of CET. Each CET session consisted of presentation of 140 images on a computer screen, with self-reported craving as the primary measure of cue reactivity. RESULTS Mixed-model analyses revealed a progressive decline in cue-provoked craving both within and across 6 sessions of CET. Moderator analyses showed that the decline in craving was greatest among those who displayed initial cue reactivity. CONCLUSIONS These data are consistent with the premise that CET can produce extinction of laboratory-based cue-provoked smoking cravings and highlight important individual differences that may influence extinction. Implications for conducting cue exposure research and interventions are discussed.
a-InGaZnO Active-Matrix Organic LED Pixel Periodically Detecting Thin-Film Transistor Threshold Voltage Once for Multiple Frames

This letter proposes a new voltage-programmed amorphous indium-gallium-zinc-oxide (a-IGZO) thin-film transistor (TFT) pixel circuit for active-matrix organic light-emitting diode (AMOLED) displays. The proposed circuit detects the VTH of the driving TFT only in a periodically executed compensation frame, allowing the other frames to perform only data input and emission for high-speed applications. An HSPICE model is also established based on the measured electrical characteristics of a fabricated a-IGZO TFT. The simulation results reveal that the proposed circuit can compensate for the degradation of the driving TFT and the OLED without external circuits. Moreover, the current error rates are <;6.32%, so the proposed circuit is effective for use in AMOLED displays.
Game Engine Learning from Video

Intelligent agents need to be able to make predictions about their environment. In this work we present a novel approach to learn a forward simulation model via simple search over pixel input. We make use of a video game, Super Mario Bros. , as an initial test of our approach as it represents a physics system that is significantly less complex than reality. We demonstrate the significant improvement of our approach in predicting future states compared with a baseline CNN and apply the learned model to train a game playing agent. Thus we evaluate the algorithm in terms of the accuracy and value of its output model.
BlindBox: Deep Packet Inspection over Encrypted Traffic

Many network middleboxes perform deep packet inspection (DPI), a set of useful tasks which examine packet payloads. These tasks include intrusion detection (IDS), exfiltration detection, and parental filtering. However, a long-standing issue is that once packets are sent over HTTPS, middleboxes can no longer accomplish their tasks because the payloads are encrypted. Hence, one is faced with the choice of only one of two desirable properties: the functionality of middleboxes and the privacy of encryption. We propose BlindBox, the first system that simultaneously provides {\em both} of these properties. The approach of BlindBox is to perform the deep-packet inspection {\em directly on the encrypted traffic. BlindBox realizes this approach through a new protocol and new encryption schemes. We demonstrate that BlindBox enables applications such as IDS, exfiltration detection and parental filtering, and supports real rulesets from both open-source and industrial DPI systems. We implemented BlindBox and showed that it is practical for settings with long-lived HTTPS connections. Moreover, its core encryption scheme is 3-6 orders of magnitude faster than existing relevant cryptographic schemes.
University of Pennsylvania Working Papers in Linguistics Diacritic Weight in the Extended Accent First Theory Diacritic Weight in the Extended Accent First Theory Diacritic Weight in the Extended Accent First Theory

While the latter is known to correctly account for accent location in a large variety of languages, it encounters difficulties accounting for lexical accent systems and systems sensitive to both phonological weight and lexical accent. The Extended Accent First theory makes such an account possible. In this theory, lexical accent is reanalyzed as " diacritic weight " , leading to the notions of " diacritic weight scale " and " hybrid weight scale ". The Extended Accent First theory is illustrated here with a case study from Central and Southern Selkup that shows how the theory works and, in particular, how it can account for dominance effects using a diacritic weight scale. A comparison of the Accent Deletion approach vs. the Extended Accent First theory with respect to accentual dominance suggests that the approach proposed here is more straightforward and economical. Interestingly, the existence of phonological and diacritic weight correctly predicts that there are accent systems which make reference to both weight types (ordered in a single language-specific weight scale).
One cost of being gold: selective predation and implications for the maintenance of the Midas cichlid colour polymorphism (Perciformes: Cichlidae)

In the colour-polymorphic Midas cichlid fish species complex (Amphilophus citrinellus spp.), gold morphs occur at much lower frequencies (< 10%) than dark individuals. This might be surprising because gold coloration is dominant and coded for by a single Mendelian locus. Furthermore, gold individuals are considered to be competitively advantaged over dark ones because they grow faster and win aggressive encounters more often compared to dark individuals of equal size. However, one might expect a cost of being gold in terms of natural selection as a result of predation. We tested whether the Jaguar cichlid (Parachromis managuensis), a major fish predator of Midas cichlids, preys differentially on colour variants of goldfish (Carassius auratus auratus), which were used as a proxy for Midas cichlids because of their similarity in colour. Size-matched pairs of prey fish (gold and dark) were offered to the predator and the time until the fish were attacked was recorded. The gold morph was attacked first more often (approximately 70%) but not faster than the dark morph. This suggests that the predator perceives the gold individual first, and/or that the predator exhibits a preference or higher motivation to attack the gold prey fish. The increased risk of predation of gold prey fish suggests for the Midas cichlid system that being gold may carry significant costs in terms of natural selection as a result of its major piscivorous predator. © 2013 The Linnean Society of London, Biological Journal of the Linnean Society, 2014, 111, 350–358.
A randomized controlled trial of culturally tailored dance and reducing screen time to prevent weight gain in low-income African American girls: Stanford GEMS.

OBJECTIVE To test a 2-year community- and family-based obesity prevention program for low-income African American girls: Stanford GEMS (Girls' health Enrichment Multi-site Studies). DESIGN Randomized controlled trial with follow-up measures scheduled at 6, 12, 18, and 24 months. SETTING Low-income areas of Oakland, California. PARTICIPANTS African American girls aged 8 to 10 years (N=261) and their parents or guardians. INTERVENTIONS Families were randomized to one of two 2-year, culturally tailored interventions: (1) after-school hip-hop, African, and step dance classes and a home/family-based intervention to reduce screen media use or (2) information-based health education. MAIN OUTCOME MEASURE Changes in body mass index (BMI). RESULTS Changes in BMI did not differ between groups (adjusted mean difference [95% confidence interval] = 0.04 [-0.18 to 0.27] per year). Among secondary outcomes, fasting total cholesterol level (adjusted mean difference, -3.49 [95% confidence interval, -5.28 to -1.70] mg/dL per year), low-density lipoprotein cholesterol level (-3.02 [-4.74 to -1.31] mg/dL per year), incidence of hyperinsulinemia (relative risk, 0.35 [0.13 to 0.93]), and depressive symptoms (-0.21 [-0.42 to -0.001] per year) decreased more among girls in the dance and screen time reduction intervention. In exploratory moderator analysis, the dance and screen time reduction intervention slowed BMI gain more than health education among girls who watched more television at baseline (P = .02) and/or those whose parents or guardians were unmarried (P = .01). CONCLUSIONS A culturally tailored after-school dance and screen time reduction intervention for low-income, preadolescent African American girls did not significantly reduce BMI gain compared with health education but did produce potentially clinically important reductions in lipid levels, hyperinsulinemia, and depressive symptoms. There was also evidence for greater effectiveness in high-risk subgroups of girls.