Miracle-dz/UniFAR-FTUs huggingface dataset:
Determination of Compliance to Treatment of Schizophrenia Patients in Turkey

This research was done as a descriptive. Research in eastern Turkey in a psychiatric clinic was conducted between September 2017 - February 2018 date. The study’s universe constituted 1500 psychiatric patients who were treated in a psychiatric clinic. The sample size was determined as 196 with a power analysis. The names of the patients were listed and selected by simple random sampling method. For the collection of data in the study, descriptive trait form and Morisky Therapy Compliance Scale were used. In the study, 43.9% of the patients were in the age range of 29-39 years, 79.1% were male, 62.2% were secondary school graduates, 59.7 were single, 80.1% were not working, 68% family history of mental illness. In the study, the difference between the gender and morisky adherence to treatment scale total score was statistically significant (p <0.05). In the study, it was found that the statistically significant difference was found between the education level of the patients and morisky adherence to treatment scale total score (p <0.05). It was determined that there was a statistically significant difference between the level of income perception of the patients and the scale total score of morisky treatment (p <0.05). In the study, it was determined that adherence to treatment of schizophrenia patients is moderate. In addition to medication to increase adherence to treatment of patients, complementary and alternative methods, providing social and moral support, psychosocial skills training, giving therapies may be recommended.
Enhanced Distant Supervision with State-Change Information for Relation Extraction

In this work, we introduce a method for enhancing distant supervision with state-change information for relation extraction. We provide a training dataset created via this process, along with manually annotated development and test sets. We present an analysis of the curation process and data, and compare it to standard distant supervision. We demonstrate that the addition of state-change information reduces noise when used for static relation extraction, and can also be used to train a relation-extraction system that detects a change of state in relations.
FACIAL MANIPULATION DETECTION USING U-NET

As advanced face synthesis and manipulation methods are made available, new types of fake face representations are being created which have raised significant concerns for their use in day-to-day life. Hence, it is crucial to identify the digitally altered facial images. A new method to identify the manipulated human faces and locate the region of manipulation is done using U-net Architecture. This manipulated image, created by altering the original image, along with the mask of alteration is used to train the model. Image padding, rectified linear activation, max pooling, up convolution are performed and thus output mask is obtained. The accuracy and dice score are calculated. Thus the area of manipulation done on the human face is found by using U-net.
More Doctors in Town Now? Evidence from Medicaid Expansions

We examine how physicians’ practice locations are affected by Medicaid expansions. We focus on the dramatic Medicaid eligibility expansions for pregnant women that took place between the early 1980s and the early 1990s. Instrumenting for eligibility using a simulated measure of Medicaid generosity, we estimate that the increase in the number of pregnant women eligible for Medicaid between 1982 and 1992 raised the supply of obstetricians and gynecologists (OB/GYNs) by 14 percent in poor counties. Our results are driven by recently graduated OB/GYNs and are concentrated in counties with urban populations. Our results demonstrate that Medicaid coverage rules are an important determinant of physician supply.
Impact of calcification on potato yield

By seed surfaces according to the information the Federal Bureau of Statistics and the Institute of Statistics Republic of Srpska of the total area under vegetables potatoes occupies 57% sowing area, so that after the corn and wheat, potatoes the most important agricultural plant in Bosnia and Herzegovina. Most are lighter types of land - permeable, loose, sandy-humus and sandy-clay ground with crumb structure, rich in mineral and organic matter, with favorable water – air characteristics. Does not match his tough swampy lands with a high level of underground water. Tolerate acid soil reaction, and the optimum pH is 5,4-6,5. Given that the area of Tuzla canton mainly acid soil with pH values from 4.5 to 5.5 made the production of a sample on the plot that had a pH value of 4.6 as a material for the reparation of land or quality of calcification was Fertdolomit in order to increase in pH, after you apply Fertdolomit analysis has found that the increased pH value to 5.8. Calcification is a measure of repair of chemical properties of soil, primarily reducing its acidity, ie. bringing the pH value to the optimum level for the cultivation of certain plant species calcium use of fertilizers. At the same time, this measure of the repair water-air, mechanical, physical and biological properties of soil. t / ha manure and NPK 7:20:30 400 kg / ha and the use of manure 40 t / ha, NPK 7:20: 30 in the amount of 400 kg / ha with supplements Fertdolomit in the amount of 3 t / ha. The results reflected a big point to the importance of calcification in the production of potatoes.
WiC-TSV-de: German Word-in-Context Target-Sense-Verification Dataset and Cross-Lingual Transfer Analysis

Target Sense Verification (TSV) describes the binary disambiguation task of deciding whether the intended sense of a target word in a context corresponds to a given target sense. In this paper, we introduce WiC-TSV-de, a multi-domain dataset for German Target Sense Verification. While the training and development sets consist of domain-independent instances only, the test set contains domain-bound subsets, originating from four different domains, being Gastronomy, Medicine, Hunting, and Zoology. The domain-bound subsets incorporate adversarial examples such as in-domain ambiguous target senses and context-mixing (i.e., using the target sense in an out-of-domain context) which contribute to the challenging nature of the presented dataset. WiC-TSV-de allows for the development of sense-inventory-independent disambiguation models that can generalise their knowledge for different domain settings. By combining it with the original English WiC-TSV benchmark, we performed monolingual and cross-lingual analysis, where the evaluated baseline models were not able to solve the dataset to a satisfying degree, leaving a big gap to human performance.
Application-Speciﬁc Memory Access by Prefetching via High Level Synthesis

—High Level Synthesis (HLS) allows an automatic translation from high level C/C++ descriptions into Register Transfer Level (RTL) hardware designs. HLS enables to design at a high level of abstraction that offers one to focus on high level concepts within less amount of design time. Once a speciﬁc data intensive application is considered to be accelerated in hardware, its memory access pattern must be exploited for higher performance. Most of the time, an application suffers from a high amount of memory access latencies. To reduce the memory access latencies, we use widely known prefetching technique to mask the latencies. In this paper, we enabled a data prefetching scheme speciﬁed at the C/C++ descriptions level via Vivado TM HLS, which overlaps double-buffered prefetching and computation.
Impact of Age and Level of Experience on Occupational Stress of Academic Managers at Higher Educational Level

The present study was aimed to analyze the impact of age and management experience on occupational stress of academic managers in Higher Education Institutions of Pakistan. Qualitative and quantitative approaches have been used to explore the impact of age and management experience of occupational stress by using a sample of 120 academic managers of public sector institutions of higher education located in Punjab, Pakistan. In order to select representative sample from the population, simple random sampling technique was used . Data were collected through registered mail and personal visits to the offices of principals. Total sample size was 120.For data analysis; both descriptive and inferential statistics were used. Research instrument Occupational Stress Inventory–revised (OSI-R) was used to collect data. For data analysis Pearson Correlation and ANOVA were applied. Data analysis revealed that significant negative relationship was found in responses of academic managers regarding impact of age and management experience on occupational stress. Findings also suggest that there is a connection between age, management experience and the way stress is perceived.
Using Statistical Tests in a Trust Model

—Nowadays, it is widely recognized that trust is a key aspect of services when integrating them in enterprise environments. This paper presents a solution which takes advantage of the data available by carrying out statistical hypothesis tests in order to evaluate some aspects which are directly related to a service trust. As a result, the application of some tests improves the accuracy and increases the robustness of trust models.
Computación en la Nube, estudio de herramientas orientadas a la Industria 4.0

La computacion en la nube ha transformado la forma en que muchas organizaciones gestionan sus actividades, lo que representa beneficios donde se incluyen: ahorro de costos, agilidad, eficiencia, consolidacion de recursos y nuevas oportunidades de negocio; este articulo de revision tiene como proposito identificar las herramientas en la nube existentes con potencial de uso para la digitalizacion industrial, como marco de referencia para un programa de investigacion enfocado a la consecucion de estrategias para el desarrollo de la industria 4.0 en las pequenas y medianas empresas de Colombia; para cumplir este objetivo se efectua un estudio del estado del arte de las herramientas y su campo de accion desde el ano 2010 (ano de aparicion del concepto industria 4.0) hasta la fecha.
NONLOCAL CAUCHY PROBLEM FOR SECOND ORDER FUNCTIONAL DIFFERENTIAL EQUATIONS AND FRACTIONAL DIFFERENTIAL EQUATIONS

The aim of this paper is to prove the existence and uniqueness of mild and classical solutions of a second order evolution equation with functional dependence on the solutions and on derivatives of the solutions. The theory of strongly continuous cosine families of linear operators in a Banach space is applied. Further we discuss the existence of solutions of nonlinear fractional diﬀerential equations in abstract spaces.
IMPACT OF Р53 MODULATION ON INTERACTIONS BETWEEN Р53 FAMILY MEMBERS DURING

TP53 gene are typical for this cell line, which have a substantial impact on functions of the encoded protein. The features of this regulatory circuit should be considered when using HaСaT cells for assessment of human skin physiology and pathology in vitro . The study was aimed to assess the features of differentiation realization in HaCaT cells with modulated activity of p53 protein. The expression of р53 was reduced by knockdown of ТР53 gene by shRNA (by 2.2 times, p < 0.05), and the elevated concentration of the р53 active forms was achieved via exposure of cells to Nutlin-3a, the MDM2 inhibitor and the major negative regulator of р53. It has been found that regulation of at least three differentiation markers, СASP14 , IVL (expression increase by 3.9 and 3.7 times respectively in the p53-knockdown cells, p < 0.05) and TGM1 (twofold expression decrease in the p53-knockdown cells, and 1.7-fold expression increase under exposure to Nutlin-3a, p < 0.05) in HaCaT cells is p53-mediated. The positive correlation has been revealed for expression of TGM1 and p53 that might be realized indirectly via ΔNp63 expression alteration. At the same time, modulation of p53 does not result in significant alterations in expression of cytokeratins. Terminal differentiation of keratinocytes is one of the possible programmed cell death pathways. This process ensures normal stratification of epidermal cells required for the normal epidermal barrier formation. Various impairments of terminal differentiation underlie clinical manifestations of many chronic skin disorders. Recently, the role of р53 proteins in regulation of keratinocyte differentiation has been actively studied [1–4]. It is that p53 protein and induces apoptosis in epidermal cells in response to sunburn and a number of other cytotoxic effects. active forms of the proteins are most often detected in proliferating keratinocytes, but not in differentiated cells In one view, р53 may play a dual role in survival of epidermal cells supporting “healthy” proliferative cells and inducing apoptosis in severely damaged cells
Design of Bed Machine for Machine Tool Based on Polymer Concrete Mixtures

– The competitive struggle among companies is steadily increasing, which in turn increases the demand for innovative technologies, but such technologies, which do not increase the production costs of the company and, if so, to a minimum. The solutions for innovation and production efficiency are solved individually by companies, based on the production method, the technology used or the type of products. One possible solution is to co-work with subcontractors to provide companies with semi-finished products for further processing for a specific product. The introduction of innovative processes, technologies and materials will help to combat competition, but on the other hand, such a solution may not match with the design of individual components and machines. Deficiencies may be manifested in the form of insufficient material properties or requirements for safety mechanisms. This paper deals with the design of a bed machine for a machine tool and its individual parts, which will be made of polymer concrete.
A New Automorphism Of X0(108)

Let X0(N) denote the modular curve classifying elliptic curves with a cyclic N-isogeny, A0(N) its group of algebraic autmorphisms and B0(N) the subgroup of automorphisms coming from matrices acting on the upper halfplane. In a well-known paper, Kenku and Momose showed that A0(N) and B0(N) are equal (all automorphisms come from matrix action) when X0(N) has genus at least 2, except for N = 37 and 63. However, there is a mistake in their analysis of the N = 108 case. In the style of Kenku and Momose, we show that B0(108) is of index 2 in A0(108) and construct an explicit new automorphism of order 2 on a canonical model of X0(108).
The Effect of Integrated Experiential Marketing on Brand Identification and Customer Intention A Study on Global Fast Fashion Brands in Taiwan

—This study aims to examine the effect of integrated in-store and online experiential marketing on customer brand identification and purchase intention. This study selects the international fast fashion brand ZARA as the main research object, mainly because ZARA is a major international clothing retailer and pioneer of fast fashion principles which is very popular among young ethnic groups in Taiwan. Different from local clothing brands, most of which either sell via online stores or brick-and-mortar stores, ZARA has successfully promoted online marketing in Taiwan, and still invests in physical stores to create an experience atmosphere. This study believes that fast fashion brands, such as ZARA, can provide high service quality by integrating virtual and real experiential marketing, which shall enable consumers to generate experiential value and brand identity, and hence to enhance customers’ purchase intention of their products. The main target customers of these international fast fashion brands are young people, both online and offline. When most fast fashion brands are quite successful at online sales, why do they still open physical stores as luxury brands? Research results show that physical store management can help to improve the customer relationship and hence has positive effect on brand identification and purchase intention.
Emerging trends in geotechnical engineering - Part 2

RESUMO – A engenharia geotécnica é um dos primeiros domínios técnico-científicos a intervir em qualquer projeto de infraestruturas ou de desenvolvimento urbano, sendo, muitas vezes, o mais importante. No decurso dos tempos muitas inovações metodológicas, analíticas, numéricas e tecnológicas foram sendo descobertas e utilizadas nas investigações de campo e de laboratório e nas áreas da análise, do projeto e da construção de estruturas geotécnicas. Os campos em que a geotecnia tem forte intervenção e onde essas inovações foram sendo introduzidas são muito vastos e espraiam-se por escalas muito diversas. A globalização mundial, a utilização não sustentável dos recursos, as alterações ambientais causadas por razões antrópicas, o aumento dos desastres naturais e a carência de infraestruturas para dar resposta às necessidades das populações criam um quadro que condiciona decisivamente a evolução da engenharia geotécnica. Neste conjunto de quatro artigos perspetiva-se o futuro da geotecnia: parte-se de uma caracterização, feita no 1o artigo, das diversas condicionantes, tanto sociais, económicas e ambientais, como geotécnicas, e das necessidades das sociedades humanas e apontam-se vias de desenvolvimento futuro que ao autor parecem das mais relevantes.
Significance of Low Frequent Words in Patent Classification

—Low frequent terms are often considered noise but in case of patent documents it might refer to technical terms. This paper shows the significance of low frequent terms in patent classification. Our experiments show that low frequent terms cannot be ignored in patents as it give better performance in terms of f-measure and accuracy than high frequent terms. Experiments are shown to prove that set of low frequent terms outperforms set of high terms in classifying patent documents.
Investigating a Possible Link between MRI Findings and Clinical Complaints in the Patients with Chronic Low Back Pain

Background: Low Back Pain (LBP) is one of the most common causes of daily limitation and functional disability. Objective: The purpose of this study is to investigate the relationship between the severity of clinical and para-clinical (magnetic resonance imaging; MRI) findings in the patients with chronic low back pain. Methods: This cross-sectional study was performed on 65 patients with chronic low back pain. Clinical findings were based on Oswestry Disability Index (ODI) and Visual Analogue Scale (VAS) questionnaires, while para-clinical data were gathered with MRI scanning. Finally, the collected data were analyzed using SPSS version 20 software. Results: The results of this study indicated a higher prevalence of chronic LBP in female patients. MRI’s results were also abnormal in all cases. The main pathology seen on MRI was discopathy (26.2%), spinal stenosis (26.2%), and spondylolisthesis (20.0%), respectively. There was no significant relationship between the ODI and MRI findings. The majority of the patients with moderate and severe pain had no vertebral slippage. The highest pain intensity was observed in the patients with grade II of disc degeneration (P = 0.005). Conclusion: In the patients with chronic LBP, the greatest severity of pain was observed in those cases with grade II of L4-L5 disc degeneration and no sign of spondylolisthesis. It seems that the old axiom denoting the presence of no link between MRI findings and clinical complaints is beginning to be questioned.
Soft Pattern Discovery in Pre-Classiﬁed Protein Families through Constraint Optimization

A considerable e � ort has been invested in discovering patterns amongst protein sequences. This paper introduces the notion of soft pattern to characterize existing classes in a dataset. A soft pattern for a class is an exclusive set of subsequences, called c-blocks, which are common to the class and whose embeddings feature consistent mismatches. Soft patterns are less verbose than regular expressions and are not restricted to be linear as opposed to class signatures produced by multiple sequence alignment methods. We formalize a general soft pattern computation problem and present two variants enforcing either sequencing or non-replication of c-blocks in a pattern. We cast these problems into a lexicographic constraint optimization framework and present a two-stage procedure to solve the replication-free problem variant.
EMPATHY - THE ABILITY TO ILLUMINATE INTERPERSONAL RELATIONSHIPS: A STUDY AMONG CHILDREN IN SÃO PAULO STATE PUBLIC SCHOOLS

: This article presents a descriptive research that included the participation of children, students from two directorates of the São Paulo state public education network: the DRE “Leste 3” in the metropolitan region of São Paulo, with 824 respondents, and the DRE of Taq uaritinga, in São Paulo’s countryside, with 225 children who responded to the survey, totaling 1049 participants. The objective was to identify the levels of empathy pointed out by students in the initial years. For this, we used a questionnaire with closed questions, divided into two parts: in the first, containing 13 questions, we seek to identify the student's profile and, in the second, with eight questions, we aim to visualize the levels of empathy. The questionnaire was built by members of the GEPEM - Group of Studies and Research in Moral Education from the current literature. The students responded online, through a Google Forms form. The results indicated how much children indicate that they are able to be sensitized to the feelings of their peers and show that self-control is still under construction at this stage of development among the children participating in the investigation. 13 preguntas, y, segunda, preguntas, se pretendió visualizar los de empatía. El cuestionario fue construido del GEPEM - Grupo de Estudios e Investigación Educación Moral a partir de la literatura actual. Los estudiantes respondieron en línea a través de un formulario de Google Forms. Los resultados indicaron cuánto señalan los niños para sensibilizarse con el sentimiento de sus colegas y muestran que el autocontrol aún está en construcción en esta etapa del desarrollo entre los niños que participan de la investigación.
Complete Two-Loop Electroweak Fermionic Corrections to sin 2 θ lepteﬀ and Indirect Determination of the Higgs Boson Mass

We present a complete calculation of the contributions to the eﬀective leptonic weak mixing angle, sin 2 θ lepteﬀ , generated by closed fermion loops at the two-loop level of the electroweak interactions. This quantity is the source of the most stringent bound on the mass, M H , of the only undiscovered particle of the Standard Model, the Higgs boson. The size of the corrections with respect to known partial results varies between − 4 × 10 − 5 and − 8 × 10 − 5 for a realistic range of M H from 100 to 300 GeV. This translates into a shift of the predicted (from sin 2 θ lepteﬀ alone) central value of M H by +19 GeV, to be compared with the shift induced by a recent change in the measured top quark mass which amounts to +36 GeV. Our result, together with all other known corrections is given in the form of a precise ﬁtting formula to be used in the global ﬁt to the electroweak data.