Miracle-dz/UniFAR-FTUs huggingface dataset:
Magneto-Inductive NEtworked Rescue System (MINERS): Taking sensor networks underground

Wireless underground networks are an emerging technology which have application in a number of scenarios. For example, in a mining disaster, flooding or a collapse can isolate portions of underground tunnels, severing wired communication links and preventing radio communication. In this pa-per, we explore the use of low frequency magnetic fields for communication, and present a new hardware platform that features triaxial transmitter/receiverantenna loops. We point out that the fundamental problem of the magnetic channel is the limited bitrate at long ranges, due to the extreme path loss of 60 dB/decade. To this end, we present two complementary techniques to address this limitation. Firstly, we demonstrate magnetic vector modulation, a technique which modulates the three dimensional orientation of the magnetic vector. This increases the gross bitrate by a factor of over 2.5, without an increase in transmission power or bandwidth. Secondly, we show how in a multi-hop network latencies can be dramatically reduced by receiving multiple parallel streams of frequency multiplexed data in a many-to-one configuration. These techniques are demonstrated on a working hardware platform, which for flexible operation, features a software defined magnetic transceiver. Typical communication range is approximately 30 m through rock.
Continuance usage intention in microblogging services: The case of twitter

The emergence of Web 2.0 has brought with it a plethora of social networking technologies. Among these, microblogging has emerged as a new and popular tool for short, frequent communication via Web postings. The most popular microblogging service, Twitter, has established a large user base, in spite of numerous criticisms. This study aims to examine why this is the case. In particular, the study develops a model of microblogging use continuance based on theories of continuance, habit and critical mass. The model is then tested by means of a Web survey of Twitter users (n=131) and structural equation modelling using the partial least squares technique. The results suggest that continued use intention is strongly determined by perceived usefulness, satisfaction and habit (R 2 =0.454) which together provide a strong explanation for Twitter user behaviour. Further, critical mass and frequency of prior behaviour, both influenced by social network size, are strong determinants of the habit construct. The paper rounds off with conclusions and implications for future research and practice in this very new area of inquiry.
Iterative Refinement of the Approximate Posterior for Directed Belief Networks

Variational methods that rely on a recognition network to approximate the posterior of directed graphical models offer better inference and learning than previous methods. Recent advances that exploit the capacity and flexibility in this approach have expanded what kinds of models can be trained. However, as a proposal for the posterior, the capacity of the recognition network is limited, which can constrain the representational power of the generative model and increase the variance of Monte Carlo estimates. To address these issues, we introduce an iterative refinement procedure for improving the approximate posterior of the recognition network and show that training with the refined posterior is competitive with state-of-the-art methods. The advantages of refinement are further evident in an increased effective sample size, which implies a lower variance of gradient estimates.
Helicobacter pylori bacteria alter the p53 stress response via Erk-HDM2 pathway

H. pylori infection is the strongest known risk factor for gastric cancer. Inhibition of host tumor suppressor mechanisms by the bacteria underlies the development of this disease. Among the tumor suppressors affected by H. pylori are p53 and E-cadherin, which inhibition has been shown to increase the risk of gastric cancer. In this report, we investigated the interaction between E-cadherin and p53 in H. pylori-infected cells. We found that downregulation of E-cadherin leads to cellular stress and activation of p53. In the setting of H. pylori infection, this mechanism, however, is disrupted. We found that although co-culture of gastric epithelial cells with H. pylori led to downregulation of E-cadherin and cellular stress, it resulted in inhibition of p53, which is mediated by intracellular Erk kinases and HDM2 protein induced by H. pylori. Experimental inhibition of HDM2/p53 interactions restored p53 activity, and decreased survival of infected cells. Collectively, our results revealed that regulation of p53 and E-cadherin is tightly linked through the p53 stress response mechanism that is inhibited by H. pylori via activation of Erk1/2-HDM2-p53 pathway leading to survival of damaged cells. This might be advantageous to the bacteria but may increase the cancer risk.
Semantic Role Labeling of Emotions in Tweets

Past work on emotion processing has focused solely on detecting emotions, and ignored questions such as ‘who is feeling the emotion (the experiencer)? ’ and ‘towards whom is the emotion directed (the stimulus)? ’. We automatically compile a large dataset of tweets pertaining to the 2012 US presidential elections, and annotate it not only for emotion but also for the experiencer and the stimulus. We then develop a classifier for detecting emotion that obtains an accuracy of 56.84 on an eight-way classification task. Finally, we show how the stimulus identification task can also be framed as a classification task, obtaining an F-score of 58.30.
The Use of Environmental Clues During Incubation

ABSTRACT: Three experiments tested the prediction that incubation effects are caused by interactions between activation and environmental clues. Participants worked on 20 experimental problems and then were informed that they would have a second chance to work on the problems. Half were told they might see clues before returning to the problems and were instructed to try to use such clues. Participants then had an incubation period during which they generated words from the letters of test words. The test words were either semantically related to experimental problem answers, the actual answers, or unrelated words. Finally, all participants again tried to solve the experimental problems. Resolution, calculated as the number of items solved during the second trial that were not solved initially, was measured. Participants who saw answers during incubation resolved more items than those who saw related words. In Experiment 3, participants receiving no instructions did not differ across clue conditions, whereas instructed participants who saw answers resolved more problems than those who received related words. Participants in the instructed and unrelated condition performed significantly worse than those in the instructed and answer condition. Incubation effects occurred only when participants who were shown answers were also given instructions. No support was found for the theory that incubation effects are caused solely by environmental clues and activation.
Neurocognitive Dysfunction According to Hypoperfusion Territory in Patients With Moyamoya Disease

Objective To demonstrate the prevalence of cerebral hypoperfusion without focal cerebral lesions in patients with Moyamoya disease (MMD), and the relationship between areas of hypoperfusion and cognitive impairment. Methods Twenty-six MMD patients were included. Patients were categorized according to the presence/absence of hypoperfusion in the frontal, parietal, temporal, and occipital lobes on brain single-photon-emission computed tomography (SPECT) after acetazolamide challenge. Computerized neuropsychological test (CNT) results were compared between groups. Results Only 3 patients showed normal cerebral perfusion. Baseline characteristics were similar between groups. Patients with frontal lobe hypoperfusion showed lower scores in visual continuous performance test (CPT), auditory CPT, forward digit span test, backward digit span test, verbal learning test, and trail-making test. Patients with parietal lobe hypoperfusion showed lower backward digit span test, visual learning test, and trail-making test scores. Related to temporal and occipital lobes, there were no significant differences in CNT results between the hypoperfusion and normal groups. Conclusion MMD patients without focal cerebral lesion frequently exhibit cerebral hypoperfusion. MMD patients with frontal and parietal hypoperfusion had abnormal CNT profiles, similar to those with frontal and parietal lesions. It is suggested that the hypoperfusion territory on brain SPECT without focal lesion may affect the characteristics of neurocognitive dysfunction in MMD patients.
Concurrent Validity of Actigraph-Determined Sedentary Time Against the Activpal Under Free-Living Conditions in a Sample of Bus Drivers

ABSTRACT This study explored the validity of ActiGraph-determined sedentary time (<50 cpm, <100 cpm, <150 cpm, <200 cpm, <250 cpm) compared with the activPAL in a free-living sample of bus drivers. Twenty-eight participants were recruited between November 2013 and February 2014. Participants wore an activPAL3 and ActiGraph GT3X+ concurrently for 7 days and completed a daily diary. Time spent sedentary during waking hours on workdays, non-workdays, during working-hours, and non-working hours were compared between instruments. During working hours, all ActiGraph cut-points significantly underestimated sedentary time (p < 0.05), whereas during non-working hours the <50 cpm cut-point demonstrated the closest agreement (ActiGraph sedentary time: 250 ± 75 minutes versus activPAL sedentary time: 236 ± 65 minutes). Receiver operating characteristic analyses revealed that on workdays and non-workdays the ActiGraph cut-points exhibited relatively low sensitivity (all <0.62) and specificity (all <0.49) values. The use of the ActiGraph to measure sedentary time in this understudied, highly sedentary and at risk occupational group is not recommended.
Obligatory Coupling Between Proton Entry and the Synthesis of Adenosine 5′-Triphosphate in Streptococcus lactis

Proton influx was measured after imposition of an electrochemical potential difference for protons (delta muH+) across the cell membrane of the anaerobe, Streptococcus lactis. As delta muH+ was increased, there was an approximately parallel increase in proton entry, until delta muH+ attained 175 to 200 mV. At this point, a new pathway became available for proton entry, allowing an abrupt increase in both the rate and extent of H+ influx. This gated response depended upon the value of delta muH+ itself, and not upon the value of either the membrane potential or the pH gradient. For delta muH+ above 175 to 200 mV, elevated proton entry occurred only in cells having a functional membrane-bound Ca2+-stimulated, Mg2+stimulated adenosine 5'-triphosphatase (EC 3.6.1.3). When present, elevated proton entry coincided with the appearance of net synthesis of adenosine 5'-triphosphate catalyzed by this adenosine 5'-triphosphatase. These observations demonstrate that membrane-bound adenosine 5'-triphosphatase catalyzes an obligatory coupling between the inward movement of protons and synthesis of adenosine 5'-triphosphate.
Cultural Differences in Family Affection and Coping Abilities for Missionary Kids

While the current literature has indicated parental affection as a potential buffer to common stressors missionary kids experience, the majority of the literature is based on European American samples. However, the number of non-Western missionaries is rapidly increasing, and both ethnicity and cultural identification are thought to influence emotional development for missionary kids. In the current study, 77 Caucasian and 41 Asian missionary kids between the ages of 18–25 completed measures assessing perceived parental affection and coping abilities. Fifty-one individuals identified most with Asian culture and 51 individuals identified most with European or North American cultures. Although no significant differences were found between Caucasian and Asian samples, there were significant differences found between those who identified with non-Western and Western cultures on their measures of parental affection and coping. Those who identified with Asian cultures demonstrated greater coping abilities when they scored higher in affective orientation, perceived greater family communication, verbal affection from their mother, and greater affectionate communication from their father. These results were not seen in missionary kids who identified with Western cultures.
Chemical Synthesis, Backbone Cyclization and Oxidative Folding of Cystine-knot Peptides — Promising Scaffolds for Applications in Drug Design

Cystine-knot peptides display exceptional structural, thermal, and biological stability. Their eponymous motif consists of six cysteine residues that form three disulfide bonds, resulting in a notably rigid structural core. Since they highly tolerate either rational or combinatorial changes in their primary structure, cystine knots are considered to be promising frameworks for the development of peptide-based pharmaceuticals. Despite their relatively small size (two to three dozens amino acid residues), the chemical synthesis route is challenging since it involves critical steps such as head-to-tail cyclization and oxidative folding towards the respective bioactive isomer. Herein we describe the topology of cystine-knot peptides, their synthetic availability and briefly discuss potential applications of engineered variants in diagnostics and therapy.
Outage Probability of Dual-Hop Multiple Antenna AF Systems with Linear Processing in the Presence of Co-Channel Interference

This paper considers a dual-hop amplify-and-forward (AF) relaying system where the relay is equipped with multiple antennas, while the source and the destination are equipped with a single antenna. Assuming that the relay is subjected to co-channel interference (CCI) and additive white Gaussian noise (AWGN) while the destination is corrupted by AWGN only, we propose three heuristic relay precoding schemes to combat the CCI, namely, 1) Maximum ratio combining/maximal ratio transmission (MRC/MRT), 2) Zero-forcing/MRT (ZF/MRT), 3) Minimum mean-square error/MRT (MMSE/MRT). We derive new exact outage expressions as well as simple high signal-to-noise ratio (SNR) outage approximations for all three schemes. Our findings suggest that both the MRC/MRT and the MMSE/MRT schemes achieve a full diversity of N, while the ZF/MRT scheme achieves a diversity order of N-M, where N is the number of relay antennas and M is the number of interferers. In addition, we show that the MMSE/MRT scheme always achieves the best outage performance, and the ZF/MRT scheme outperforms the MRC/MRT scheme in the low SNR regime, while becomes inferior to the MRC/MRT scheme in the high SNR regime. Finally, in the large N regime, we show that both the ZF/MRT and MMSE/MRT schemes are capable of completely eliminating the CCI, while perfect interference cancelation is not possible with the MRC/MRT scheme.
On Probation: An Experimental Analysis

Does probation pay a double dividend? Society saves the cost of incarceration, and convicts preserve their liberty. But does probation also reduce the risk of recidivism? In a meta-study we show that the field evidence is inconclusive. Moreover it struggles with an identification problem: those put on probation are less likely to recidivate in the first place. We therefore complement the field evidence by a lab experiment that isolates the definitional feature of probation: the first sanction is conditional on being sanctioned again during the probation period. We find that probationers contribute less to a joint project; punishment cost is higher; efficiency is lower; inequity is higher. While experimental subjects are on probation, they increase their contributions to a joint project. However, once the probation period expires, they reduce their contributions. While in the aggregate these two effects almost cancel out, critically those not punished themselves do trust the institution less if punishment does not become effective immediately.
On the Intergenerational Transmission of Economic Status

We present a model in which human capital investments occur over the life cycle and across generations, à la Becker and Tomes. The human capital technology features multiple stages of childhood investments, college, and life cycle accumulation. The model can explain a wide range of intergenerational relationships while remaining empirically consistent with cross-sectional inequality. Much of the latter is determined by early investments in children, so that borrowing constraints faced by young parents are important for understanding the persistence of economic status across generations. Education subsidies, especially early on, can significantly reduce the intergenerational persistence of economic status.
Pornography Use and Loneliness: Assessing Correlations Using Three Associative Models

Pornography Use and Loneliness: Assessing Correlations Using Three Associative Models Samuel Alejandro Pereyra School of Family Life, BYU Master of Science Given the current debate on the discrepancies of pornography research and the inconclusiveness of addiction to pornography, this study examines the associative nature between pornography use and loneliness using a measurement model and two structural equation models where pornography use and loneliness are regressed on each other, respectively. Survey data was collected from a sample of 1,247 participants, who completed an online questionnaire containing questions on pornography use, the University of Los Angeles Loneliness Scale (UCLALS), and other demographic variables. Results from our analyses revealed significant and positive associations between pornography use and loneliness for all three models. Findings provide grounds for future possible models of bidirectionality suggesting a possible addictive cycle between pornography use and loneliness.
METACOGNITIVE AWARENESS OF COLLEGE STUDENTS: PERSPECTIVES OF AGE AND GENDER

The study was conducted to determine the relationship between parental encouragement of graduate students in relation to their risk taking behaviour. The participants were 600 degree college students of Haryana state studying in different streams viz. Art, Science, Commerce, Pharmacy and Education. Parental encouragement scale by Kusum Agrawal and Risk Taking Questionnaire (RTQ) by V.N. Sinha and P.N. Arora were used for the study. Mean, Standard Deviation and ‘z’ test were used for compare the values among different groups. The result of the study shows that the female students were significantly differ in parental encouragement than the male students studying at graduate level while the male and female students studying in professional and non professional courses at graduate level does not differ in parental encouragement.
Exploring self-regulation through a reflective practicum: a case study of improvement through mindful piano practice

ABSTRACT Learning to self-regulate during practice is one of the most important skills that music majors must learn. Yet, because practising tends to occur mostly in private, there can be a disconnect between instructors’ approaches to teaching practice skills in the lesson and students’ actual behaviour in the practice room. This case study explored the potential for using a four-month long reflective practicum, where a faculty coach observed one student’s practice sessions and together they engaged in shared reflection, discussion, and exploration of various components of self-regulation. Seven aspects of self-regulation, related to forethought, volitional control, or self-reflection, emerged as needing improvement. The practice of self-reflection and dialogue between coach and pupil helped the piano student to increase self-regulation, and improve attributions and intrinsic motivation during practice.
Phase Synchronization in Electroencephalographic Recordings Prognosticates Outcome in Paediatric Coma

Brain injury from trauma, cardiac arrest or stroke is the most important cause of death and acquired disability in the paediatric population. Due to the lifetime impact of brain injury, there is a need for methods to stratify patient risk and ultimately predict outcome. Early prognosis is fundamental to the implementation of interventions to improve recovery, but no clinical model as yet exists. Healthy physiology is associated with a relative high variability of physiologic signals in organ systems. This was first evaluated in heart rate variability research. Brain variability can be quantified through electroencephalographic (EEG) phase synchrony. We hypothesised that variability in brain signals from EEG recordings would correlate with patient outcome after brain injury. Lower variability in EEG phase synchronization, would be associated with poor patient prognosis. A retrospective study, spanning 10 years (2000–2010) analysed the scalp EEGs of children aged 1 month to 17 years in coma (Glasgow Coma Scale, GCS, <8) admitted to the paediatric critical care unit (PCCU) following brain injury from TBI, cardiac arrest or stroke. Phase synchrony of the EEGs was evaluated using the Hilbert transform and the variability of the phase synchrony calculated. Outcome was evaluated using the 6 point Paediatric Performance Category Score (PCPC) based on chart review at the time of hospital discharge. Outcome was dichotomized to good outcome (PCPC score 1 to 3) and poor outcome (PCPC score 4 to 6). Children who had a poor outcome following brain injury secondary to cardiac arrest, TBI or stroke, had a higher magnitude of synchrony (R index), a lower spatial complexity of the synchrony patterns and a lower temporal variability of the synchrony index values at 15 Hz when compared to those patients with a good outcome.
The Adhesive Properties of Coherent and Semicoherent NiAl/V Interfaces Within the Peierls-Nabarro Model

The work of adhesion and the interface energy of NiAl/V coherent interface systems have been investigated using first-principles methods. The adhesion of the Ni-terminated interface is larger than the Al-terminated interface. The difference in charge density and the density of states show that the Ni-terminated interface is dominated by metallic bonds, and the Al-terminated interface is dominated by metallic and covalent bonds. To account for the effects of misfit dislocations on the semicoherent interfaces, the Peierls–Nabarro model combined with generalized stacking fault energy is employed to determine the interface energy. It is found that misfit dislocations can reduce the adhesion of the interface, and the reduction increases with the maximum of the restoring force.
WILLADSEN-JENSEN AND ITO Ambiguity and Racial Perception AMBIGUITY AND THE TIMECOURSE OF RACIAL PERCEPTION

Two studies examined early perceptual processing and explicit racial categorization of racially ambiguous faces. Participants viewed racially ambiguous faces as well as faces of Whites, Asians, and Blacks while event–related brain potentials (ERPs) were recorded. Initial perceptual processes, indexed by ERP components occurring within 200 ms of stimulus onset, showed that racially ambiguous faces were differentiated from Asian and Black but not White faces. Later in processing, around 500 ms after stimulus onset, racially ambiguous faces were differentiated from White faces. However, the racially ambiguous faces were still perceived more similarly to Whites than to Asians or Blacks. Finally, explicit social categorization reflected the ambiguity of the faces. These results highlight the complex nature of racial perception, and the importance of understanding how the growing population of multiracial individuals is perceived.