Miracle-dz/UniFAR-FTUs huggingface dataset:
Instantaneous Measure of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detection

A measure of bipolar channel importance is proposed for EEG-based detection of neonatal seizures. The channel weights are computed based on the integrated synchrony of classifier probabilistic outputs for the channels which share a common electrode. These estimated time-varying weights are introduced within a Bayesian probabilistic framework to provide a channel specific and, thus, adaptive seizure classification scheme. Validation results on a clinical dataset of neonatal seizures confirm the utility of the proposed channel weighting for the two patient-independent seizure detectors recently developed by this research group: one based on support vector machines (SVMs) and the other on Gaussian mixture models (GMMs). By exploiting the channel weighting, the receiver operating characteristic (ROC) area can be significantly increased for the most difficult patients, with the average ROC area across 17 patients increased by 22% (relative) for the SVM and by 15% (relative) for the GMM-based detector, respectively. It is shown that the system developed here outperforms the recent published studies in this area.
Recalling demonstrated and guided movements using imaginary and verbal rehearsal strategies.

This study investigated the recall of movement patterns presented either by demonstration or guided movement with vision eliminated. Participants were instructed to rehearse and remember each of the 12 patterns using one of four strategies: imagery, verbal labeling, imagery and verbal labeling, or no rehearsal strategy (i.e., control condition). Recall was better for patterns that were demonstrated than for those presented via guided movement. In addition, more patterns were remembered if a combination of imagery and verbal labeling were employed as a rehearsal strategy compared to using imagery alone. These results are discussed using Annett's (1994) model showing the relationships between action, language, and imagination in the acquisition of motor skills.
Correlating Topic Rankings and Person Rankings to Find Experts

Expert search is about finding people rather than documents. The goal is to retrieve a ranked list of candidates with expertise on a given topic. The task is studied in the context of the enterprise track. We describe an approach that compares topic profiles and candidate profiles directly. These profiles are not based on unordered sets of documents, but on ranked lists. This allows us to differentiate between documents that are highly related to a topic or a candidate and documents that are only marginally related. The ranked lists for topics and candidates are obtained by simple retrieval queries. The correlation between the ranked list of documents for a topic and the ranked list for a candidate is used as an indicator of the candidate’s expertise on the topic. We study different ways to rank documents for the candidate profiles as well as various ways of comparing the document and candidate based ranked lists. Experiments show that starting from the right candidate profiles, reasonable results can be obtained. Furthermore, it seems important to take a correlation measure that takes into account the orderings of documents in both the candidate profile and the documents profile.
The Condensin I Subunit Barren/CAP-H Is Essential for the Structural Integrity of Centromeric Heterochromatin during Mitosis

ABSTRACT During cell division, chromatin undergoes structural changes essential to ensure faithful segregation of the genome. Condensins, abundant components of mitotic chromosomes, are known to form two different complexes, condensins I and II. To further examine the role of condensin I in chromosome structure and in particular in centromere organization, we depleted from S2 cells the Drosophila CAP-H homologue Barren, a subunit exclusively associated with condensin I. In the absence of Barren/CAP-H the condensin core subunits DmSMC4/2 still associate with chromatin, while the other condensin I non-structural maintenance of chromosomes family proteins do not. Immunofluorescence and in vivo analysis of Barren/CAP-H-depleted cells showed that mitotic chromosomes are able to condense but fail to resolve sister chromatids. Additionally, Barren/CAP-H-depleted cells show chromosome congression defects that do not appear to be due to abnormal kinetochore-microtubule interaction. Instead, the centromeric and pericentromeric heterochromatin of Barren/CAP-H-depleted chromosomes shows structural problems. After bipolar attachment, the centromeric heterochromatin organized in the absence of Barren/CAP-H cannot withstand the forces exerted by the mitotic spindle and undergoes irreversible distortion. Taken together, our data suggest that the condensin I complex is required not only to promote sister chromatid resolution but also to maintain the structural integrity of centromeric heterochromatin during mitosis.
Left Cardiac Sympathetic Denervation in the Therapy of Congenital Long QT Syndrome: A Worldwide Report

BackgroundLong QT syndrome (LQTS) is a congenital disorder accompanied by a high incidence of sudden cardiac death. 3-Adrenergic blockade is the therapy of choice, and it is successful in 75–80% of patients. For those in whom cardiac events (syncope or cardiac arrest) are not prevented by j3-blockade, experimental studies suggest that left cardiac sympathetic denervation (LCSD) may be useful. Methods and ResultsWe identified 85 LQTS patients worldwide who underwent LCSD, and we provide here the first large-scale evaluation of its efficacy. The time interval between the first cardiac event and LCSD and the follow-up period after LCSD were similar (5.6 ± 6.1 versus 5.9 ± 5.7 years). The mean age of the patients at surgery was 20 ± 13 years. LCSD was followed by highly significant (p < 0.0001) decreases in the number of patients with cardiac events (from 99% to 45%), in the number of cardiac events per patient (from 22 ± 32 to 1 ± 3), and in the number of patients with five or more cardiac events (from 71% to 10%5). There were seven sudden deaths (8%), and the 5-year survival rate was 94%. The marked reduction in the incidence of tachyarrhythmic syncope suggests that LCSD has also reduced the risk for sudden death in this high-risk population. ConclusionsThe present findings demonstrate that for LQTS patients who continue with syncope or cardiac arrest despite the use of, B-blockers, LCSD is a very effective therapy.
Persuading students for behavior change by determining their personality type

Our research integrates human personality with Fogg Behavior Grid. We believe that human personality layer surrounds Fogg Behavior Grid. To prove our statement an experimental study was carried out on graduate students comprising of two surveys. The first survey was carried out to determine students personality types while in the second survey students were asked to recommend different study behavior options. Our survey results revealed strong association between students personality types and their study behavior. After the two surveys, a prototype mobile application was developed and tested with an aim to facilitate and persuade students in further increasing their study behavior in the right direction keeping in view their personality types and study behavior preferences. Different persuasion strategies through mobile application were applied on students with different personality types and study behavior. At the end it was concluded that Fogg Behavior Grid which suggests fifteen behavior types could be made more systematic and detailed if humans personality types are considered first. Subsequently humans can be persuaded more effectively in achieving their target behavior if their personality types are considered first.
Remote sensing: hydrology

Satellite remote sensing is a viable source of observations of land surface hydrologic fluxes and state variables, particularly in regions where in situ networks are sparse. Over the last 10 years, the study of land surface hydrology using remote sensing techniques has advanced greatly with the launch of NASA’s Earth Observing System (EOS) and other research satellite platforms, and with the development of more sophisticated retrieval algorithms. Most of the constituent variables in the land surface water balance (eg, precipitation, evapotranspiration, snow and ice, soil moisture, and terrestrial water storage variations) are now observable at varying spatial and temporal resolutions and accuracy via remote sensing. We evaluate the current status of estimates of each of these variables, as well as river discharge, the direct estimation of which is not yet possible. Although most of the constituent variables are observable by remote sensing, attempts to close the surface water budget from remote sensing alone have generally been unsuccessful, suggesting that current generation sensors and platforms are not yet able to provide hydrologically consistent observations of the land surface water budget at any spatial scale.
Interdependence of Petrophysical Properties and Depth: Some Implications of Multivariate Solution on Distinction Between the Lower Pontian Hydrocarbon-bearing Sandstone Units in the Western Part of the Sava Depression

Statistical analysis of reservoir data from the Lower Pontian clastics (the most important hydrocarbon reservoir rocks in the Sava depression), supports established knowledge of the interdependence of petrophysical properties and depth. Irrespective of the focus that the reservoir data may be studied and presented, depth always emerges as a fundamental reservoir descriptor. This is particularly evident when studying the differences between widely spaced oil and gas fields, when the numerical model completely separates the two sets of descriptor variables, indicating two different sources of their internal variability. Porosity and permeability belong to “intrinsic rock properties” while depth must be ascribed to other sources, e.g. tectonic subsidence. Discriminant function weighted with depth (DF1) has such group centroid values, that zones can be drawn within a particular field that coincide with structural relationships. On the function marked with reservoir properties (DF2), group centroid values are higher close to the axes of palaeotransport channels, where sandstone layers are the thickest and particles are best sorted. Group centroid values on the third function (DF3) depict the areas of relatively higher permeability in the apical parts of structures, possibly caused by fracturing due to folding, or by cementation of other parts of reservoirs, where the circulation of pore waters was more pronounced. In the case of the most thoroughly investigated Zutica field, the inverse relationship between depth and porosity becomes evident when compared with the direction of palaeotransport and thickness of reservoir rocks on the respective structure and thickness maps.
Effects of Residual Smoothing on the Posterior of the Fixed Effects in Disease‐Mapping Models

Summary Disease‐mapping models for areal data often have fixed effects to measure the effect of spatially varying covariates and random effects with a conditionally autoregressive (CAR) prior to account for spatial clustering. In such spatial regressions, the objective may be to estimate the fixed effects while accounting for the spatial correlation. But adding the CAR random effects can cause large changes in the posterior mean and variance of fixed effects compared to the nonspatial regression model. This article explores the impact of adding spatial random effects on fixed effect estimates and posterior variance. Diagnostics are proposed to measure posterior variance inflation from collinearity between the fixed effect covariates and the CAR random effects and to measure each region's influence on the change in the fixed effect's estimates by adding the CAR random effects. A new model that alleviates the collinearity between the fixed effect covariates and the CAR random effects is developed and extensions of these methods to point‐referenced data models are discussed.
A physical layer implementation of IEEE 802.22 prototype

In this paper, we present a recently developed physical layer implementation of IEEE 802.22 prototype. The prototype includes the following components: a channel (CH) unit, a Medium Access Control Layer (MAC) Control unit, a Global Positioning System (GPS) unit and a Radio Frequency (RF) control unit. The prototype is developed in a flexible and scalable platform to enable future enhancement for higher data rate application. In order to achieve higher data rate, the prototype is designed to accommodate multiple channel units for multiple channel access capability. A channel unit consists of a MAC Layer unit, a Physical Layer (PHY) unit and a Transceiver (TRX) unit. In this paper, we will concentrate our discussion on the physical layer implementation of IEEE 802.22 prototype and show the Bit Error Rate (BER) performances of the implemented physical layer of IEEE 802.22 prototype.
Seismic slip record in carbonate-bearing fault zones: An insight from high-velocity friction experiments on siderite gouge

Pseudotachylyte formed by frictional melting has been the only unequivocal evidence of past seismogenic fault slip. We report from high-velocity friction experiments on siderite-bearing gouge that mineral decomposition due to frictional heating also can leave evidence of paleoseismic events along shallow crustal faults other than pseudotachylyte. Experiments were conducted room dry on simulated gouge composed of siderite or mixture of siderite, calcite, and quartz, initially at room temperature, under normal stresses of 0.6–1.3 MPa and at seismic slip rates of 1.3–2.0 m/s. In all cases, gouge exhibited dramatic slip weakening and siderite was decomposed into nanocrystalline magnetite and CO 2 gas, as confirmed by CO 2 measurement, X-ray diffraction analyses, and transmission electron microscopy. The weakening was caused by the low frictional strength of ultrafine decomposition products at seismic slip rates. Magnetite formation during shearing changed gouge color to black and increased magnetic susceptibility by a few orders of magnitude. Those changes can be recognized in natural fault zones, and black gouge in the Chelungpu fault zone in Taiwan is perhaps such an example. Thus our results suggest that thermal decomposition in shallow crustal faults can be an important co-seismic process not only for dynamic fault weakening, but also for leaving seismic slip records.
Vision feedback based end-effector motion control of a flexible robot arm

This paper addresses issue of end-effector trajectory tracking control of robot arms with link flexibility. By using a vision system consisting of a CCD camera and a video tracker, a direct method of end-effector position sensing and an indirect method for link deflection sensing are presented. Based on vision feedback using the vision system, an end-effector trajectory tracking control strategy is proposed. Experiments of end-effector trajectory tracking control are carried out with a 2-link flexible robot system as a test bed. The results confirm effectiveness and usefulness of the proposed sensing methods and control method.
Paleointensity of the geomagnetic field during the last 80,000 years

High-resolution records of the relative paleointensity of the geomagnetic field have been obtained from five marine cores. Three duplicate records were used to estimate the regional coherency of the data within a single area (Tyrrhrenian Sea) while the two others document the field variations in the eastern Mediterranean and the southern Indian Ocean. Careful investigations of distinct rock magnetic parameters have established the downcore uniformity of the sediments in terms of magnetic mineralogy and grain sizes. The time-depth control was provided by oxygen isotopes, and small-scale variations in the deposition rates were constrained by means of tephrachronology. The synthetic curve calculated from the Mediterranean records provides a continuous record of the intensity variations during the last 80,000 years (80 kyr), which correlates well with the sparse volcanic data available for the period 0–40 kyr. The fact that identical behavior is seen in both data sets and that they also compare quite well with results from a core collected in the Pacific Ocean establishes the truly dipolar character of these variations. The dipole field moment is characterized by large-scale changes as shown by the existence of pronounced drops (at 39 and 60 kyr) alternating with periods of higher intensity. The record suggests a periodic nature for these intensity variations; however, the period studied is not sufficiently long to state this conclusively. These results demonstrate the potential of sediments for such studies and constitute a first step towards obtaining a global paleointensity record over a long period of time.
Effect of Practice of a Throwing Skill in One Body Position on Performance of the Skill in an Alternate Position

The effect of learning a throwing skill with the body in one position on performing the skill in a different position was investigated, 40 normal women, aged 20 to 34 years, were randomly assigned to experimental or control groups. Subjects threw darts from two positions, sitting on a Balans chair or reclined on a slanted table. Practice and transfer sessions each included 4 sets of 5 throws. Performance was significantly poorer after switching positions than when remaining in the same position. Performance after practice in an alternate position was significantly worse than performance after no practice. These findings suggest that practicing a skill in one position may not improve learners' ability to perform that skill in a different position.
Factors Associated with Breast Cancer Screening Decision Stage among Women in Tehran, Iran

Background: Early detection through screening is the best method to reduce death due to breast cancer. It has been shown, having knowledge and generating positive attitudes, influences the decision of women to participate in the screening programs. The aim of this study was to identify the factors associated with breast cancer screening (BCS) and with an intention to have screening among women in Tehran, Iran. Methods: A cross-sectional study was carried out from January to July 2011, among women who had attended to primary health-care centers in West Tehran using multi-stage sampling method. We invited 1,240 women sequentially to complete a self-administered survey questionnaire at the beginning of their visit; and 1,012 (82%) completed the survey. The questionnaire included, items drawn from the Preventive Health Model that assess socio-demographic background and perceptions about BCS. Multiple logistic regression analysis was performed to identify factors associated with screening and intention to do screening in the future. Results: The mean age of subjects was 38.2 years. Women who perceived more screening efficacy (odd ratio [OR] =1.63; confidence interval [CI] 95%: 1.12-2.37) and fewer performance barriers (OR = 0.82; CI 95%: 0.68-0.97) were more likely to perform clinical breast exam in the future. The women who reported higher clinical breast exam self-efficacy (OR = 1.82; CI 95%: 1.39-2.37), mammography self-efficacy (OR = 1.31; CI 95%: 1.04-1.65), screening efficacy (OR = 1.53; CI 95%: 1.18-1.97), and family influence (OR = 1.27; CI 95%: 1.05-1.54), and those who reported fewer screening performance barriers (OR = 0.56; CI 95%: 0.48-0.67) were more likely to decide for carried out mammography in the future. Most respondents indicated that they intended to do clinical breast exam and mammography in the future (75.8% and 72.1% respectively). About 65% of women reported they would do both. Conclusions: We found that women's intention to do BCS was very high and a comprehensive national program is needed to guide their intention. Among different demographic factors, the impact of education level on doing BCS was significant.
Effective sentence selection based on phone/model coverage maximization for speaker adaptation in HMM-based speech synthesis

Reducing the recording effort required in practical speaker adaptive text-to-speech applications would be very useful. In this paper, we present two sentence selection approaches based on a greedy algorithm; one is based on phone coverage and the other is based on model coverage. The former considers the phonetic information in speaker adaptation data, while the latter focuses on occurrences of Mel-cepstral and logF0 models in decision trees of the average voice model. To verify the efficacy of the proposed methods, we compare their performance with that of a random selection method in objective and subjective evaluations. The objective and subjective evaluation results demonstrate that both methods outperform the random selection method.
On the abundance of metal ions in the lower ionosphere

Height profiles of the metal ions Fe+, Mg+, Ca+, and Na+ in the lower ionosphere measured in situ in five rocket flights with a magnetic mass spectrometer are presented. The mean total column density of the ionized metals is within 4.4 ± 1.2 × 109 cm−2 in periods without special meteor shower activity. The column density increased by 1 order of magnitude during the Perseid meteor shower of August 12, 1976. The dominant metal ion in all five flights is Fe+. Its column density in the five flights is, in average, a factor 2.0 ± 0.6 larger than Mg+. A comparison of the column densities of Ni+, Al+, Ca+, Mg+, K+, and Na+, which were normalized to Fe+, to the corresponding ratios in carbonaceous chondrites type I (CI) showed a depletion in the abundance of aluminium (80%), calcium (65%), magnesium (55%), and nickel (35%). At heights above 95 km all metals under consideration should predominantly occur as ions, and no distinct mass fractionation between the different ionized metals is expected from the main loss process, the downward movement of the metal ion layers. The reduced abundance of Al, Ca, Mg, and Ni is therefore most likely an effect of a fractionation originating from partially melted micrometeorites and an associated partial evaporation retaining elements having a relatively high condensation temperature as compared to Fe, which is the case for Ni, Al, Ca, and Mg.
African edible insects for food and feed: inventory, diversity, commonalities and contribution to food security

This paper reviews entomophagy as practised in Africa within the context of food and nutritional security by providing an inventory of the various species of insects that are consumed on the continent and suggests a research for development (R4D) agenda for sustainable utilisation of insects for food and feed. Our survey showed that over 470 species of insects are eaten in Africa. The Central African region remains the most important hotspot of having a culture of entomophagy. The insects mostly eaten in the continent are dominated by the orders Lepidoptera, Orthoptera and Coleoptera. Commonalities were observed across the majority of the insects consumed across Africa, providing opportunities for related R4D activities. An R4D agenda and pathways for using edible insects suggest that socio-economics and marketing studies should address issues of communities’ perceptions, based on their cultural background, income and beliefs. Cost-effective rearing, harvesting and processing technologies are required to .
On the Capacity of Generalized-K Fading Channels

This paper investigates the capacity of generalized- K fading channels. This very general model describes accurately composite multipath/shadowing fading channels which are widely encountered in real-world environments. We derive closed-form expressions for three adaptive transmission techniques, namely, i) optimal rate adaptation with constant power, ii) optimal power and rate adaptation, and iii) channel inversion with fixed rate. The analytical expressions obtained match perfectly the results obtained by computer simulations. These expressions provide a good tool to assess the spectral efficiency of the aforementioned adaptive transmission techniques over composite channels.