Miracle-dz/UniFAR-FTUs huggingface dataset:
Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery With Sensor Networks

In this paper, we consider the problem of joint sparsity pattern recovery in a distributed sensor network. The sparse multiple measurement vector signals (MMVs) observed by all the nodes are assumed to have a common (but unknown) sparsity pattern. To accurately recover the common sparsity pattern in a decentralized manner with a low communication overhead of the network, we develop an algorithm named decentralized and collaborative subspace pursuit (DCSP). In DCSP, each node is required to perform three kinds of operations per iteration: 1) estimate the local sparsity pattern by finding the subspace that its measurement vector most probably lies in; 2) share its local sparsity pattern estimate with one-hop neighboring nodes; and 3) update the final sparsity pattern estimate by majority vote based fusion of all the local sparsity pattern estimates obtained in its neighborhood. The convergence of DCSP is proved and its communication overhead is quantitatively analyzed. We also propose another decentralized algorithm named generalized DCSP (GDCSP) by allowing more information exchange among neighboring nodes to further improve the accuracy of sparsity pattern recovery at the cost of increased communication overhead. Experimental results show that, 1) compared with existing decentralized algorithms, DCSP provides much better accuracy of sparsity pattern recovery at a comparable communication cost; and 2) the accuracy of GDCSP is very close to that of centralized processing.
Reconstructing Indoor Scenes with Omni-Cameras

We present a system similar to Debevec’s Facade [DTM96] that improves the reconstruction of indoor scenes from photographs. With confined spaces it is often impractical to use regular photos as the base of the reconstruction. Combining pinhole cameras with fisheye shoots or photographs of any kind of reflective, parametrisable body such as light probes eases this problem. We call the later camera setup an omni-camera, because it enables us to acquire as much information as possible from a given viewpoint. Omni-cameras make it possible to reconstruct the geometry of an entire room from just one view. Removing the pinhole camera constraint invalidates some key assumptions made in Facade. This paper shows how to work around the problems arising from this approach by adding scene specific knowledge as well as a genetic component to the solver. When using omni-cameras we can no longer take advantage of a simple texture projection to obtain the materials for the scene. Instead we propose a method for texture generation that is transparent to the camera setup used.
Factors associated with fragmented sleep at night across early childhood.

OBJECTIVE To identify the factors most strongly associated with sleeping less than 6 consecutive hours at night for children aged 5, 17, and 29 months. DESIGN, SETTING, AND PARTICIPANTS A randomized survey design used a representative sample of infants born in 1997-1998 in the Canadian province of Quebec. Data were collected by questionnaires and interviews. Interviews were scheduled at home with the mothers. The number of consecutive hours slept at night by 1741 children aged 5, 17, and 29 months was assessed from parental reports. Factors associated with fragmented sleep were investigated for each age in a cross-sectional design. RESULTS At 5 months of age, 23.5% of children did not sleep 6 consecutive hours. Of the children who did not sleep 6 consecutive hours at night at 5 months or 17 months of age, 32.9% were still not sleeping 6 consecutive hours at night at 29 months of age. The factor most strongly associated with not sleeping at least 6 consecutive hours per night at 5 months of age was feeding the child after an awakening. Parental presence until sleep onset was the factor most strongly associated with not sleeping at least 6 consecutive hours per night at 17 months and 29 months of age. CONCLUSIONS Sleep consolidation evolves rapidly in early childhood. Parental behaviors at bedtime and in response to a nocturnal awakening are highly associated with the child's sleep consolidation. The effects are probably bidirectional and probably create a long-term problem. Early interventions could possibly break the cycle.
A preliminary study on a new model system to evaluate tumour-detection and tumour-purging protocols in ovarian cortex tissue intended for fertility preservation.

STUDY QUESTION Is it possible to create a model system that mimics ovarian metastatic disease in order to devise new strategies to detect cancer cells and prevent cancer cell transmission via ovarian tissue autotransplantation in cancer survivors? SUMMARY ANSWER Injection of bovine or human ovarian cortex fragments with cells from different cancer types led to the formation of proliferating tumour masses and newly formed small metastatic lesions. WHAT IS KNOWN ALREADY Autotransplantation of ovarian tissue comes with the major concern of cancer cells possibly being present in the tissue. A model system to develop strategies aimed at enhancing the safety of ovarian tissue autotransplantation is currently lacking. STUDY DESIGN, SIZE, DURATION The ability of injected human leukaemia, lymphoma, Ewing's sarcoma or breast cancer cells to proliferate and form tumour-like structures in bovine and human ovarian cortex tissue in vitro was assessed. The injected cells were from human cancer cell lines. After 4 days of culture, some tissue fragments were harvested for standard histological staining and immunohistochemical staining of tumour cell specific antigens and the Ki67 proliferation marker, while the remaining fragments were incubated for an additional 6 days (bovine tissue) or 3 days (human tissue) before analysis. PARTICIPANTS/MATERIALS, SETTING, METHODS Experiments were performed with ovarian tissue from women after prophylactic salpingo-oophorectomy. Bovine ovarian tissue was obtained at an abattoir. Glucose uptake during in vitro culture was monitored to quantify the viability of tissue. Tumour formation was assessed at Day 4 and Day 10 in bovine ovarian tissue and at Day 4 and Day 7 in human ovarian tissue, using histology and immunohistochemistry. MAIN RESULTS AND THE ROLE OF CHANCE We found that bovine and human ovarian cortex tissue could be cultured for up to 10 and 7 days, respectively, without any loss of viability. Our preliminary results show that all cell lines tested were capable of forming proliferating tumours in ovarian cortex tissue in vitro. Lymphoma and breast cancer cells produced small metastases near the original lesions. LIMITATIONS, REASONS FOR CAUTION The tumour model presented was based on the growth of human cancer cell lines in ovarian cortex tissue. It is unknown whether these cells behave differently from malignant cells derived from primary tumours. In addition, the human ovarian tissue was derived from women over 39 years of age, which is obviously considerably older than patients opting for ovarian tissue cryopreservation. WIDER IMPLICATIONS OF THE FINDINGS Our model system will facilitate the development of procedures to detect cancer cells in, or purge cancer cells from, human ovarian tissue. STUDY FUNDING/COMPETING INTERESTS Unconditional funding was received from the Radboud Institute for Health Sciences, KiKa Foundation and Merck Serono. There are no conflicts of interest to declare.
Properties of Fructan:Fructan 1-Fructosyltransferases from Chicory and Globe Thistle, Two Asteracean Plants Storing Greatly Different Types of Inulin1

Remarkably, within the Asteraceae, a species-specific fructan pattern can be observed. Some species such as artichoke (Cynara scolymus) and globe thistle (Echinops ritro) store fructans with a considerably higher degree of polymerization than the one observed in chicory (Cichorium intybus) and Jerusalem artichoke (Helianthus tuberosus). Fructan:fructan 1-fructosyltransferase (1-FFT) is the enzyme responsible for chain elongation of inulin-type fructans. 1-FFTs were purified from chicory and globe thistle. A comparison revealed that chicory 1-FFT has a high affinity for sucrose (Suc), fructose (Fru), and 1-kestose as acceptor substrate. This makes redistribution of Fru moieties from large to small fructans very likely during the period of active fructan synthesis in the root when import and concentration of Suc can be expected to be high. In globe thistle, this problem is avoided by the very low affinity of 1-FFT for Suc, Fru, and 1-kestose and the higher affinity for inulin as acceptor substrate. Therefore, the 1-kestose formed by Suc:Suc 1-fructosyltransferase is preferentially used for elongation of inulin molecules, explaining why inulins with a much higher degree of polymerization accumulate in roots of globe thistle. Inulin patterns obtained in vitro from 1-kestose and the purified 1-FFTs from both species closely resemble the in vivo inulin patterns. Therefore, we conclude that the species-specific fructan pattern within the Asteraceae can be explained by the different characteristics of their respective 1-FFTs. Although 1-FFT and bacterial levansucrases clearly differ in their ability to use Suc as a donor substrate, a kinetic analysis suggests that 1-FFT also works via a ping-pong mechanism.
‘ Fuzzy ’ vs ‘ Non-fuzzy ’ in Combining Classifiers Designed by Boosting

Boosting is recognized as one of the most successful techniques for generating classifier ensembles. Typically, the classifier outputs are combined by the weighted majority vote. The purpose of this study is to demonstrate the advantages of some fuzzy combination methods for ensembles of classifiers designed by Boosting. We ran 2-fold cross-validation experiments on 6 benchmark data sets to compare the fuzzy and non-fuzzy combination methods. On the “fuzzy side” we used the fuzzy integral and the decision templates with different similarity measures. On the “non-fuzzy side” we tried the weighted majority vote as well as simple combiners such as the majority vote, minimum, maximum, average, product, and the Naive Bayes combination. In our experiments, the fuzzy combination methods performed consistently better than the nonfuzzy methods. The weighted majority vote showed a stable performance, though slightly inferior to the performance of the fuzzy combiners.
Streaming Data Services to Support Archival and Real-Time Geographical Information System Grids

In this paper we describe our efforts to build a Web Services based architecture to support both real-time and archived geographic data in Geographical Information System (GIS) Grids. We have built and tested Web Service version of OGC Web Feature Service (WFS) that can be used to provide archived geospatial data to various clients. Due to several performance issues described in this paper we also built a streaming version of Web Feature Service for large data sets where high performance is desired. We are also building a Sensor Filter Grid to process and serve real-time GPS messages over a publish/subscribe messaging middleware. We describe several filters built for this purpose and discuss initial performance results. As an example of how we can couple scientific simulation codes with our Grid architecture we describe coupling of a scientific data analysis application with GPS streams.
“It just becomes much more complicated”: Genetic counselors' views on genetics and prenatal testing

Many social scientists and commentators have expressed concerns about the acceleration of genetic medicine and testing in the last few decades. While there is a growing body of work on how patients and the lay public view the potential of genetic medicine, there remains relatively little social science research on the personal and professional views of master's-trained genetic counselors, a growing profession of clinicians who are often the key medical actors translating increasingly complex genetic information to patients. This study begins to fill in this lacuna by examining the perspectives of 26 genetic counselors in the USA on some of the central bioethical concerns raised by genetic testing, with a particular focus on prenatal testing. The study finds that while there is general enthusiasm for genetic medicine, and prenatal testing in particular, genetic counselors also have reflexive ambivalence, expressing both skepticism and concern about the usefulness and consequences of acquiring genetic information.
Impact of the spatial distribution of imperviousness on the hydrologic response of an urbanizing basin

An event‐based model is used to investigate the impact of the spatial distribution of imperviousness on the hydrologic response of a basin characterized by an urban land use. The impact of the spatial distribution of imperviousness is investigated by accounting for its location within the basin when estimating the generated runoff and the hydrologic response. The event model accounts for infiltration and saturation excess; the excess runoff is routed to the outlet using a geomorphologic unit hydrograph. To represent the spatial distribution of rainfall and imperviousness, radar and remotely derived data are used, respectively. To estimate model parameters and analyse their behaviour, a split sample test and parameter sensitivity analysis are performed. From the analysis of parameters, we found the impervious cover tends to increase the sensitivity and storm dependency of channel routing parameters. The calibrated event model is used to investigate the impact of the imperviousness gradient by estimating and comparing hydrographs at internal locations in the basin. From this comparison, we found the urban land use and the spatial variability of rainfall can produce bigger increases in the peak flows of less impervious areas than the most urbanized ones in the basin. To examine the impacts of the imperviousness pattern, scenarios typifying extreme cases of sprawl type and clustered development are used while accounting for the uncertainty in parameters and the initial condition. These scenarios show that the imperviousness pattern can produce significant changes in the response at the main outlet and at locations internal to the overall watershed. Overall, the results indicate the imperviousness pattern can be an influential factor in shaping the hydrologic response of an urbanizing basin. Copyright © 2010 John Wiley & Sons, Ltd.
Bevacizumab as a potent inhibitor of inflammatory corneal angiogenesis and lymphangiogenesis.

PURPOSE To analyze whether bevacizumab can inhibit inflammatory angiogenesis and lymphangiogenesis in the cornea. Bevacizumab (Avastin; Roche, Welwyn Garden City, UK) is a recombinant, humanized, monoclonal antibody against VEGF-A that has been approved by the U.S. Food and Drug Administration for the treatment of colon carcinomas. METHODS The mouse model of suture-induced corneal neovascularization was used to assess the antihemangiogenic and antilymphangiogenic effect of bevacizumab by systemic and topical application. Corneal flatmounts were stained with LYVE-1 as a specific lymphatic vascular endothelial marker and CD31 as a pan-endothelial marker, and blood and lymph vascularized areas were analyzed morphometrically. The inhibitory effect of bevacizumab on lymphatic endothelial cells (LECs) was analyzed with a colorimetric (BrdU) proliferation ELISA. The binding ability of bevacizumab to murine VEGF-A was analyzed by Western blot, ELISA, and surface plasmon resonance. RESULTS The systemic and topical applications of bevacizumab significantly inhibited the outgrowth of blood (P < 0.006 and P < 0.0001, respectively) and lymphatic (P < 0.002 and P < 0.0001, respectively) vessels. Inhibition of the proliferation of LECs was also significant (P < 0.0001). Western blot analysis, ELISA, and the surface plasmon resonance assay showed that bevacizumab binds murine VEGF-A. CONCLUSIONS Topical or systemic application of bevacizumab inhibits both inflammation-induced angiogenesis and lymphangiogenesis in the cornea. This finding suggests an important role of VEGF-A in corneal lymphangiogenesis. Bevacizumab may be useful in preventing immune rejections after penetrating keratoplasty or tumor metastasis via lymphatic vessels.
Image super-resolution using graph regularized block sparse representation

Recently, patch-based sparse representation has been used as a statistical image modeling technique for various image restoration applications, due to its ability to model well the natural image patches and automatically discover interpretable visual patterns. Standard sparse representation however does not consider the intrinsic and geometric structure present in the data, thereby leading to sub-optimal results. In this paper, we exploit the concept that a signal is block sparse in a given basis-i.e., the non-zero elements occur in clusters of varying sizes-and propose an efficient framework for learning sparse representation modeling of natural images, called graph regularized block sparse representation (GRBSR). The proposed GRBSR is able to sparsely represent natural images in the domain of a block, which enforces the intrinsic local sparsity. We apply the proposed GRBSR to learn a dictionary-based local regression model for super-resolving a single low-resolution image without any external training image sets. We show that the proposed method provides improved performance as compared to the existing single-image super-resolution methods by running them on various input images containing diverse textures or other artifacts.
The Michigan Alcoholism Screening Test and Its Shortened Form: A Meta-Analytic Inquiry Into Score Reliability

Meta-analytic methods provide a framework around which an inquiry into MAST and SMAST score reliability was completed. Of the 470 measurement opportunities observed between 1971 and 2005, 62 (13.2%) were coupled with accurate reliability information. Weighted reliability estimates centered on. 80 suggesting that the MAST and SMAST generally produce scores of similar and adequate reliability for most research purposes. However, the variability of internal consistency estimates shows that at times these tools will not produce reliable scores, particularly among female and nonclinical respondents. Multiple regression equations provide practical guidelines to improve reliability estimates for the future use of these instruments.
Coercion or Engagement? A Quantitative Test of the Effect of Regional Actors on North Korean Behaviour 1990–2000

The Korean peninsula is one of the most dangerous places on the planet. Decisions relating to the peninsula are for high stakes, and one small error can potentially result in an enormously destructive war. This article seeks to assess whether strategies of engagement or coercion can improve the chances of North Korea co-operating with either the US or South Korea. Using Vector Autoregression (VAR) techniques I assess the behavioural patterns of the North Korean regime in response to the actions of the states involved in the six-party talks between 1990 and 2000. The article finds that there were dramatic differences between the negotiating strategies employed by both Kim Il Sung and Kim Jong Il in their dealings with both the US and South Korea. The results suggest that, in being able to manipulate US foreign policy, the North Koreans are punching well above their weight and that the chances of a meaningful settlement with the regime of Kim Jong Il are very small.
Human Detection and Tracking for Video Surveillance: A Cognitive Science Approach

With crimes on the rise all around the world, video surveillance is becoming more important day by day. Due to the lack of human resources to monitor this increasing number of cameras manually, new computer vision algorithms to perform lower and higher level tasks are being developed. We have developed a new method incorporating the most acclaimed Histograms of Oriented Gradients, the theory of Visual Saliency and the saliency prediction model Deep Multi-Level Network to detect human beings in video sequences. Furthermore, we implemented the k - Means algorithm to cluster the HOG feature vectors of the positively detected windows and determined the path followed by a person in the video. We achieved a detection precision of 83.11% and a recall of 41.27%. We obtained these results 76.866 times faster than classification on normal images.
On Processing the Roman and Arabic Orthographies of Malay: Some Implications from the Stroop Color-Word Test

Malay, the language spoken in Singapore, Brunei, and Malaysia, is transcribed by both Arabic and Roman orthographies. Skilled Malay readers are trained in reading their language printed in these two dissimilar orthographies. This unique feature of Malay enables a study of the effects of orthography on processes of reading independently of language constraints. Using a Stroop Color-Word paradigm, naming the color of the ink used to print incongruent Malay color words in Roman is significantly longer (and more error-prone) than naming the same colors used to write incongruent color words in Arabic orthography. The results are discussed in relation to the effects of orthography on perceptual processes mediating lexical access.
Relations Between Parenting Behavior and SES in a Clinical Sample: Validity of SES Measures

Two common methods of measuring socioeconomic status (SES) were examined in relation to observed parenting behaviors in a clinical sample of 89 mothers of 3- to 6-year-olds referred for treatment of oppositional defiant disorder. Families were 74% Caucasian, 9% African American, 5% Hispanic, 1% Asian, and 11% Biracial. Most children were male (75%). Parenting behaviors were measured with the Dyadic Parent–Child Interaction Coding System (DPICS) categories of prosocial talk and negative talk. Analyses were conducted with SES measured in two ways: (a) the Hollingshead Four-Factor Index of Social Status (HI) was correlated with parenting behaviors; and (b) family income, parent education (5 categories), and parent occupation (5 categories) were used to predict parent behavior. SES was significantly positively related to maternal prosocial talk. When SES was operationalized as income, occupation, and education, the model predicted three times more variance in maternal prosocial talk than the HI alone. SES was not related to maternal negative talk by either measure of SES.
Meningeal melanocytoma: case report and review of the literature

We report a case of meningeal melanocytoma in the thoracic spinal cord of a 44‐year‐old woman and review previously documented cases. Our patient experienced numbness and tingling in her left leg for 8 years, and low back pains with intermittent claudication for the previous 2 months. A histologically benign 20‐mm tumour was totally resected. Radiation therapy was not given. The tumour showed the histological, immunohistochemical and ultrastructural features of a meningeal melanocytoma. The patient is alive without recurrence 4.5 years after surgery.
Entanglement and Quantum Key Distribution

Entanglement in quantum mechanics refers to particles whose individual states cannot be written without reference to the state of other particles. Such states are said to be non-separable, and measurements of the state of one entangled particle alter the state of all entangled particles. This unusual phenomena has applications in quantum teleportation, superdense coding, and various other applications relating to quantum computing. Of some interest is how entanglement can be applied to the field of quantum cryptography, particularly quantum key distribution.