Miracle-dz/UniFAR-FTUs huggingface dataset:
Green OFDMA resource allocation in cache-enabled CRAN

Cloud radio access network (CRAN), in which remote radio heads (RRHs) are deployed to serve users in a target area, and connected to a central processor (CP) via limited-capacity links termed the fronthaul, is a promising candidate for the next-generation wireless communication systems. Due to the content-centric nature of future wireless communications, it is desirable to cache popular contents beforehand at the RRHs, to reduce the burden on the fronthaul and achieve energy saving through cooperative transmission. This motivates our study in this paper on the energy efficient transmission in an orthogonal frequency division multiple access (OFDMA)-based CRAN with multiple RRHs and users, where the RRHs can prefetch popular contents. We consider a joint optimization of the user-SC assignment, RRH selection and transmit power allocation over all the SCs to minimize the total transmit power of the RRHs, subject to the RRHs' individual fronthaul capacity constraints and the users' minimum rate constraints, while taking into account the caching status at the RRHs. Although the problem is non-convex, we propose a Lagrange duality based solution, which can be efficiently computed with good accuracy. We compare the minimum transmit power required by the proposed algorithm with different caching strategies against the case without caching by simulations, which show the significant energy saving with caching.
Insights into Broilers' Gut Microbiota Fed with Phosphorus, Calcium, and Phytase Supplemented Diets

Phytase supplementation in broiler diets is a common practice to improve phosphorus (P) availability and to reduce P loss by excretion. An enhanced P availability, and its concomitant supplementation with calcium (Ca), can affect the structure of the microbial community in the digestive tract of broiler chickens. Here, we aim to distinguish the effects of mineral P, Ca, and phytase on the composition of microbial communities present in the content and the mucosa layer of the gastrointestinal tract (GIT) of broiler chickens. Significant differences were observed between digesta and mucosa samples for the GIT sections studied (p = 0.001). The analyses of 56 individual birds showed a high microbial composition variability within the replicates of the same diet. The average similarity within replicates of digesta and mucosa samples across all diets ranged from 29 to 82% in crop, 19–49% in ileum, and 17–39% in caeca. Broilers fed with a diet only supplemented with Ca had the lowest body weight gain and feed conversion values while diets supplemented with P showed the best performance results. An effect of each diet on crop mucosa samples was observed, however, similar results were not obtained from digesta samples. Microbial communities colonizing the ileum mucosa samples were affected by P supplementation. Caeca-derived samples showed the highest microbial diversity when compared to the other GIT sections and the most prominent phylotypes were related to genus Faecalibacterium and Pseudoflavonifractor, known for their influence on gut health and as butyrate producers. Lower microbial diversity in crop digesta was linked to lower growth performance of birds fed with a diet only supplemented with Ca. Each diet affected microbial communities within individual sections, however, no diet showed a comprehensive effect across all GIT sections, which can primarily be attributed to the great variability among replicates. The substantial community differences between digesta and mucosa derived samples indicate that both habitats have to be considered when the influence of diet on the gut microbiota, broiler growth performance, and animal health is investigated.
The Role of Religious Orientation and Ethnic Identity on Religious Coping Among Bereaved Individuals

Problem: The literature suggests that religious orientation and ethnic identity inform the religious coping process, which is better understood in the context of a particular stressor. However, research on this topic is limited, particularly among ethnic minorities. Method: A survey was used to collect data on religious orientation, ethnic identity, and religious coping from a sample of 319 adults who had lost a significant other within 36 months of the study. A total of 11 variables were measured using The Means-Ends Spirituality Questionnaire, the Multigroup Ethnic Identity Measure-Revised, and the Brief RCOPE. Results: A canonical variate labeled "religious engagement" was a predictor for religious coping. Further analyses using multiple regression found that variables associated with traditional religious expressions (Devotional Spiritual Means), spiritual ends with a transcendental focus (Approach-unseen-autonomous Ends, Avoidance-unseen-external Ends), and Ethnic Identity were relevant predictors of Positive Religious Coping while Transcendental Means was a relevant predictor of Negative Religious Coping. A stepwise discriminant analysis found that "ethnic identity and conservative religious orientation" discriminated between ethnic groups. Cases with higher levels of ethnic identity and conservative religious orientation were more likely to be classified as Black/African American or Hispanic/Latino/a, while those with lower levels were more likely to be classified as White. Conclusions: When coping with bereavement, individuals who engage in traditional expressions of spiritual worship and strive to achieve ordinary and transcendental spiritual goals are more likely to rely on a secure relationship with the sacred, a belief that life has meaning, and a sense of connectedness with their religious community. Also, individuals who place greater value and emotional significance in their sense of belonging to their ethnic group are more likely to engage in positive religious coping. Thus, counseling psychologists should strengthen their multicultural and spiritual competencies in order to provide ethical and effective services to a population that is increasingly diverse.
Tetanic Stimulation Leads to Increased Accumulation of Ca2+/Calmodulin-Dependent Protein Kinase II via Dendritic Protein Synthesis in Hippocampal Neurons

mRNA for the α-subunit of CaMKII is abundant in dendrites of neurons in the forebrain (Steward, 1997). Here we show that tetanic stimulation of the Schaffer collateral pathway causes an increase in the concentration of α-CaMKII in the dendrites of postsynaptic neurons. The increase is blocked by anisomycin and is detected by both quantitative immunoblot and semiquantitative immunocytochemistry. The increase in dendritic α-CaMKII can be measured 100–200 μm away from the neuronal cell bodies as early as 5 min after a tetanus. Transport mechanisms for macromolecules from neuronal cell bodies are not fast enough to account for this rapid increase in distal portions of the dendrites. Therefore, we conclude that dendritic protein synthesis must produce a portion of the newly accumulated CaMKII. The increase in concentration of dendritic CaMKII after tetanus, together with the previously demonstrated increase in autophosphorylated CaMKII (Ouyang et al., 1997), will produce a prolonged increase in steady-state kinase activity in the dendrites, potentially influencing mechanisms of synaptic plasticity that are controlled through phosphorylation by CaMKII.
A Study of Interaction and Consensus in Different Sized Groups

T HE small group has recently become the subject of an increasing amount of research among sociologists and psychologists, reflecting a rising interest in this area which, as Merton has noted,1 cannot accurately be called new; it is rather a renaissance. Cooley and Simmel are only the best remembered of the earlier sociologists who dealt with the small group. Part of the current interest is centered on the factor of group size as evidenced by two recent articles in the American Sociological Review by Bales2 and James.3 In addition to being an important theoretical question, group size is of concern to such on-going groups as the National Education Association, the League of Women Voters, and the Tavistock Clinic, which organizations have been forced to reach some conclusions about the optimum size for discussion groups in order to carry out their activities. The most extensive discussion of the importance of the size of the group in sociological literature is given by Simmel who provides numerous historical accounts of the importance of group size in social life. Although many of Simmel's remarks have to
Lithofacies recognition hybrid bench

Well offshore petroleum exploration is a risky, but very profitable task. Determining the rock formation of each layer of a given reservoir diminishes the risks of expending a great deal of money drilling dry wells. Since collecting offshore rock samples is difficult and expensive, geologists must decide upon drilling based on indirect measures called well log. Traditional statistical methods have been used to assist this task. Neural networks have also been successfully used. As an alternative fuzzy logic based systems have an extra appeal of intuitive comprehension of some uncertainties. This paper presents a hybrid tool that combines neural networks, fuzzy logic and neuro-fuzzy logic to improve human intuition when analyzing the potential of oil fields.
Convolutional Long Short-Term Memory Networks for Recognizing First Person Interactions

In this paper, we present a novel deep learning based approach for addressing the problem of interaction recognition from a first person perspective. The proposed approach uses a pair of convolutional neural networks, whose parameters are shared, for extracting frame level features from successive frames of the video. The frame level features are then aggregated using a convolutional long shortterm memory. The hidden state of the convolutional long short-term memory, after all the input video frames are processed, is used for classification in to the respective categories. The two branches of the convolutional neural network perform feature encoding on a short time interval whereas the convolutional long short term memory encodes the changes on a longer temporal duration. In our network the spatio-temporal structure of the input is preserved till the very final processing stage. Experimental results show that our method outperforms the state of the art on most recent first person interactions datasets that involve complex ego-motion. In particular, on UTKinect-FirstPerson it competes with methods that use depth image and skeletal joints information along with RGB images, while it surpasses all previous methods that use only RGB images by more than 20% in recognition accuracy.
Bone regeneration effects of human allogenous bone substitutes: a preliminary study

Purpose The purpose of this study was to compare the bone regeneration effects of cortical, cancellous, and cortico-cancellous human bone substitutes on calvarial defects of rabbits. Methods Four 8-mm diameter calvarial defects were created in each of nine New Zealand white rabbits. Freeze-dried cortical bone, freeze-dried cortico-cancellous bone, and demineralized bone matrix with freeze-dried cancellous bone were inserted into the defects, while the non-grafted defect was regarded as the control. After 4, 8, and 12 weeks of healing, the experimental animals were euthanized for specimen preparation. Micro-computed tomography (micro-CT) was performed to calculate the percent bone volume. After histological evaluation, histomorphometric analysis was performed to quantify new bone formation. Results In micro-CT evaluation, freeze-dried cortico-cancellous human bone showed the highest percent bone volume value among the experimental groups at week 4. At week 8 and week 12, freeze-dried cortical human bone showed the highest percent bone volume value among the experimental groups. In histologic evaluation, at week 4, freeze-dried cortico-cancellous human bone showed more prominent osteoid tissue than any other group. New bone formation was increased in all of the experimental groups at week 8 and 12. Histomorphometric data showed that freeze-dried cortico-cancellous human bone showed a significantly higher new bone formation percentile value than any other experimental group at week 4. At week 8, freeze-dried cortical human bone showed the highest value, of which a significant difference existed between freeze-dried cortical human bone and demineralized bone matrix with freeze-dried cancellous human bone. At week 12, there were no significant differences among the experimental groups. Conclusions Freeze-dried cortico-cancellous human bone showed swift new bone formation at the 4-week healing phase, whereas there was less difference in new bone formation among the experimental groups in the following healing phases.
Reactive temperament traits and behavioural problems in children: the mediating role of effortful control across sex and age

Abstract This study examines the mediating role of effortful control between reactive temperament traits (negative affectivity and extraversion) and children’s internalizing and externalizing behavioural problems. The sample was composed of 424 non-clinical children from 3 to 6 years of age (60% male). Use of a structural equation model revealed effortful control-mediated relations between reactive temperament traits and behavioural problems. Nevertheless, uniquely and directly, negative affect predicted externalizing problems and extraversion predicted internalizing problems. Assessment of invariance by children’s sex showed that the mediating role of effortful control tends to be stronger for externalizing problems in boys than in girls. Results showed no significant age differences. According to these results, effortful control as a method of self-regulation seems to be an essential process through which reactive temperament traits affect a child’s psychological adjustment.
Hepatitis C virus receptor expression in normal and diseased liver tissue

The principal site of hepatitis C virus (HCV) replication is the liver. HCV pseudoparticles infect human liver derived cell lines and this suggests that liver‐specific receptors contribute to defining HCV hepatotropism. At least three host cell molecules have been reported to be important for HCV entry: the tetraspanin CD81, scavenger receptor class B member I (SR‐BI), and the tight junction (TJ) protein Claudin 1 (CLDN1). Hepatocytes in liver tissue coexpress CD81, SR‐BI, and CLDN1, consistent with their ability to support HCV entry. CLDN1 localized at the apical‐canalicular TJ region and at basolateral‐sinusoidal hepatocyte surfaces in normal tissue and colocalized with CD81 at both sites. In contrast, CLDN1 appeared to colocalize with SR‐BI at the basolateral‐sinusoidal surface. CLDN1 expression was increased on basolateral hepatocyte membranes in HCV‐infected and other chronically inflamed liver tissue compared with normal liver. In contrast, CLDN4 hepatocellular staining was comparable in normal and diseased liver tissue. Conclusion: HCV infection of Huh‐7.5 hepatoma cells in vitro significantly increased CLDN1 expression levels, consistent with a direct modulation of CLDN1 by virus infection. In HCV infected livers, immunohistochemical studies revealed focal patterns of CLDN1 staining, suggesting localized areas of increased CLDN1 expression in vivo which may potentiate local viral spread within the liver. (HEPATOLOGY 2007.)
iOLAP: Managing Uncertainty for Efficient Incremental OLAP

The size of data and the complexity of analytics continue to grow along with the need for timely and cost-effective analysis. However, the growth of computation power cannot keep up with the growth of data. This calls for a paradigm shift from traditional batch OLAP processing model to an incremental OLAP processing model. In this paper, we propose iOLAP, an incremental OLAP query engine that provides a smooth trade-off between query accuracy and latency, and fulfills a full spectrum of user requirements from approximate but timely query execution to a more traditional accurate query execution. iOLAP enables interactive incremental query processing using a novel mini-batch execution model---given an OLAP query, iOLAP first randomly partitions the input dataset into smaller sets (mini-batches) and then incrementally processes through these mini-batches by executing a delta update query on each mini-batch, where each subsequent delta update query computes an update based on the output of the previous one. The key idea behind iOLAP is a novel delta update algorithm that models delta processing as an uncertainty propagation problem, and minimizes the recomputation during each subsequent delta update by minimizing the uncertainties in the partial (including intermediate) query results. We implement iOLAP on top of Apache Spark and have successfully demonstrated it at scale on over 100 machines. Extensive experiments on a multitude of queries and datasets demonstrate that iOLAP can deliver approximate query answers for complex OLAP queries orders of magnitude faster than traditional OLAP engines, while continuously delivering updates every few seconds.
Medication Adherence in Elderly Patients Receiving Home Health Services following Hospital Discharge

OBJECTIVE: To assess prevalence and risk factors for medication under- and overadherence in a two-week period following hospital discharge in adults ⩾ 65 years. DESIGN: Prospective, cohort study. SETTING: Three home healthcare agencies in Madison, Wisconsin, and surrounding vicinity. PARTICIPANTS: One hundred forty-seven older participants taking three or more medications who were hospitalized for medical illness, received home nursing after discharge, and completed the two-week interview. MEASUREMENTS: The main outcome measures were having at least one medication with less than 70% adherence (underadherence) and having at least one medication with more than 120% adherence (overadherence) based on pill counts. RESULTS: Forty-five (30.6%) participants were underadherent and 27 (18.4%) participants were overadherent with at least one medication. In a multivariate model, underadherence was predicted by poor cognition (OR 2.5; 95% CI 1.02 to 6.10) and higher medication use (OR 1.16; 95% CI 1.03 to 1.31, for each 1-unit increase in number of medications). Both poor cognition and low education were significantly associated with overadherence in univariate analysis; however, neither variable was significant once included in the multivariate model. CONCLUSIONS: Under- and overadherence to medications is common after hospital discharge. Poor cognition and a greater number of medications were associated with underadherence. Poor cognition and lower education were markers for overadherence; however, further study is needed to determine whether these are independent predictors. Patients who have impaired cognition or are taking a greater number of medications after hospitalization may benefit from targeted interventions to monitor and improve medication compliance.
Cardiovascular consequences of microinjection of vasopressin and angiotensin II in the area postrema.

Microinjection of angiotensin II (ANG II) into the area postrema (AP) of urethan-anesthetized male Sprague-Dawley rats elicited statistically significant increases in mean arterial blood pressure at doses ranging from 10 pg to 500 ng (10 pg, mean +/- SE, 10.8 +/- 1.1 mmHg, P < 0.001; 250 ng, 15.2 +/- 2.6 mmHg, P < 0.001). Heart rate was also significantly increased at doses > 10 pg, although these increases were not dose dependent. Systemic administration of losartan (Dup-753), an AT1 antagonist, was able to significantly reduce the pressor response to 250 ng ANG (post-losartan: 81.9 +/- 9.5% reduction in blood pressure response, P < 0.0001), whereas PD123319, an AT2 antagonist, was without significant effect (P > 0.1). Microinjection of vasopressin (VP) (10 pg-500 ng) into the AP also resulted in statistically significant increases in blood pressure at doses ranging from 10 to 100 pg (10 pg, 7.0 +/- 1.5 mmHg, P < 0.05) and 100-500 ng (250 ng, 12.2 +/- 1.8 mmHg, P < 0.0001). Small but significant changes in heart rate were observed only at 100 pg and 100 ng. Systemic administration of a V1 antagonist significantly attenuated the increases in blood pressure in response to 50, 100, and 250 ng VP (250 ng, post-V1 antagonist: 66.4 +/- 8.6% reduction in blood pressure response, P < 0.001), whereas [desamino,D-Arg8]vasopressin (DDAVP), a V2 agonist, had a depressor effect when microinjected directly into the AP (250 ng, -9.9 +/- 1.6 mmHg, P < 0.005). (ABSTRACT TRUNCATED AT 250 WORDS)
Neuroelectrophysiological approaches in heroin addiction research: A review of literatures

Neuroelectrophysiological properties have been used in human heroin addiction studies. These studies vary in their approach, experimental conditions, paradigms, and outcomes. However, it is essential to integrate previous findings and experimental methods for a better demonstration of current issues and challenges in designing such studies. This Review examines methodologies and experimental conditions of neuroelectrophysiological research among heroin addicts during withdrawal, abstinence, and methadone maintenance treatment and presents the findings. The results show decrements in attentional processing and dysfunctions in brain response inhibition as well as brain activity abnormalities induced by chronic heroin abuse. Chronic heroin addiction causes increased β and α2 power activity, latency of P300 and P600, and diminished P300 and P600 amplitude. Findings confirm that electroencephalography (EEG) band power and coherence are associated with craving indices and heroin abuse history. First symptoms of withdrawal can be seen in high‐frequency EEG bands, and the severity of these symptoms is associated with brain functional connectivity. EEG spectral changes and event‐related potential (ERP) properties have been shown to be associated with abstinence length and tend to normalize within 3–6 months of abstinence. From the conflicting criteria and confounding effects in neuroelectrophysiological studies, the authors suggest a comprehensive longitudinal study with a multimethod approach for monitoring EEG and ERP attributes of heroin addicts from early stages of withdrawal until long‐term abstinence to control the confounding effects, such as nicotine abuse and other comorbid and premorbid conditions. © 2016 Wiley Periodicals, Inc.
The nocturnal council and Platonic political philosophy

Many interpreters of Plato's Laws have seen the introduction of the �nocturnal council� towards the end of that dialogue as a return to the sort of philosophic dictatorship allegedly recommended in the Republic and thus as a betrayal of the principle of the rule of law evinced in most of the Laws. This paper defends the consistency of the council with the larger programme of the Laws by showing that its function is philosophic discussion and not rule. Its influence will be the influence of philosophy on its members, who already occupy political offices in the city, and not direct rule as a body. In this way, the council provides a point of entry for the transpolitical good of philosophy into the city and thus offers an essentially legal regime the means of transcending some of its characteristic limitations. It also points to larger themes in Plato's political philosophy.