Miracle-dz/UniFAR-FTUs huggingface dataset:
AUTOMATIC EMPLOYEE RATING SYSTEM USING SENTIMENTAL ANALYSIS

: Many sentimental analysis methods for the classification of reviews use training and test data based on star rating provided by the reviewers. However when reading reviews it appears that the reviewers rating do not always give an accurate measure of the sentiment of the review. We performed an annotation study which showed that reader perceptions can also be expressed in ratings in reliable way and that they are closer to the text than the reviewer ratings.
The Role of MRI in Differentiation of Bone Infarction and Osteomyelitis in Pediatric Patients with Sickle Cell Disease

Purpose: Trial to differentiate between bone infarction and osteomyelitis in pediatric patients with Sickle Cell Disease using MRI. Patients and Methods: Prospective study analyzed 48 pediatric cases of sickle cell disease with lower limb bone pain, tenderness or limping. , they were (26.male (54.2%) and 22 female (45.8%), their age ranged between 3 and 10 years with a mean of age 6.08±3.81 years. The imaging include Conventional radiography, Ultrasound +/Doppler examination and MRI with and without contrast adminstration. Results: The detection of abnormality on MRI compared with plain x-ray and US was statistically significant (P value was 0.01 and 0.009 respectively). Infarction was the most common pathology detected among our studied group represented about 45.8% while infection represented 20.8 %. T1 with contrast and STIR were more sensitive in differentiating infection and infarction giving a high statistically significant difference p value (<0.001) for both sequences. MRI diagnosed 9 cases as equivocal, these cases were positive for infection in 5 cases and negative in 4 cases diagnosed as infarction at culture examination Conclusion: MRI is the most sensitive but not specific in detection abnormality in early bone marrow infection and infarction. It can differentiate infarction and osteomyelitis but early cases shows less specific finding making aspiration and tissue culture mandatory in equivocal MRI cases. Differentiating osteomyelitis from infarction in children with sickle cell disease remains a challenge for the pediatrician. J Am Sci 2017;13(2):77-85]. ISSN 1545-1003 (print); ISSN 2375-7264 (online). http://www.jofamericanscience. org. 11. doi:10.7537/marsjas130217.11.
Riluzole Enhances the Response of Human Nasopharyngeal Carcinoma Cells to Ionizing Radiation via ATM/P53 Signalling Pathway

Riluzole is approved by the FDA as an amyotrophic lateral sclerosis (ALS) drug. Previous studies showed that treatment with riluzole suppressed the proliferation of many cancer cells. However, little is known about its effects on nasopharyngeal carcinoma (NPC) and its molecular mode of action. In this study, we determined the effect of riluzole on apoptosis, cell cycle, migration, and invasion in NPC cell lines and investigated its mechanism at the molecular level. By using the human NPC cell lines CNE1, CNE2, and HNE1, we revealed that riluzole effectively inhibited viability of the NPC cell lines in dose- and time-dependent manners. Furthermore, riluzole dose-dependently induced apoptosis and G2/M cell cycle arrest in the NPC cell lines. After combination with radiotherapy (RT), greater cytotoxicity was achieved than with riluzole or RT alone in vitro and vivo. This was associated with the activation of ataxia telangiectasia mutated (ATM) and phosphoinositide p53 pathways. P53 silencing reduced cell reactiveness to riluzole therapy. These observations demonstrate that the riluzole-activated ATM/P53 pathway is directly involved in radiation-induced apoptosis of NPC cells. Given the acceptable side effect, combining of riluzole and radiotherapy is promising in NPC treatment.
Paper Diode Clamped Based Standalone Photo-Voltaic System with POD Technique

Modern technology has widely increased the utility of power, which causes the extension of conventional energy sources. So to meet the needs extracting energy from renewable energy sources has become popular in now-a-days. Modeling and simulation of solar panel integrated to grid using multilevel inverter is proposed in this paper. This design is aimed for obtaining the voltage with less harmonic distortion. Maximum Power Point Tracking (MPPT) control for Photo-Voltaic (PV) system is concerned here to attaining maximum power irrespective of changes in environmental conditions from the PV array. Multilevel inverters development creates a new era in the renewable energy utilization. Voltage based pulse width modulation technique is applied in the designing of multilevel inverter.
Making sense of “excited delirium” in cases of death after police contact

The term ‘excited delirium’ has been used by coroners’ courts and police regulators in England and Wales to classify some cases of death after police contact. It is suggested that this term explains the extreme drug toxicity that gives individuals incredible strength and resistance to pain. This is despite excited delirium not being recognised as a condition by a number of healthcare organisations worldwide. Verdicts recorded by juries after deaths after police contact in coroners’ courts in England and Wales in the period 2009-15 are analysed in addition to a review of extant literature on policing and excited delirium. The paper argues that although excited delirium is of uncertain aetiology and typically exists within a constellation of symptoms, it might still have utility in enabling police to identify and safely deal with individuals in crisis situations.
(Mostly) Exitless VM Protection from Untrusted Hypervisor through Disaggregated Nested Virtualization

Today’s cloud tenants are facing severe security threats such as compromised hypervisors, which forces a strong adversary model where the hypervisor should be excluded out of the TCB. Previous approaches to shielding guest VMs either suffer from insufficient protection or result in suboptimal performance due to frequent VM exits (especially for I/O operations). This paper presents CloudVisor-D, an efficient nested hypervisor design that embraces both strong protection and high performance. The core idea of CloudVisor-D is to disaggregate the nested hypervisor by separating major protection logics into a protected Guardian-VM alongside each guest VM. The Guardian-VM is securely isolated and protected by the nested hypervisor and provides secure services for most privileged operations like hypercalls, EPT violations and I/O operations from guest VMs. By leveraging recent hardware features, most privileged operations from a guest VM require no VM exits to the nested hypervisor, which are the major sources of performance slowdown in prior designs. We have implemented CloudVisor-D on a commercially available machine with these recent hardware features. Experimental evaluation shows that CloudVisor-D incurs negligible performance overhead even for I/O intensive benchmarks and in some cases outperforms a vanilla hypervisor due to the reduced number of VM exits.
Development of OFDM Space Coded Outdoor Wireless Link

: This paper represents an end-to-end baseband model of the physical layer of outdoor wireless link.Specifically it models the OFDM-based physical layer called Wireless OFDM, supporting all of the mandatory coding and modulation options. It also illustrates Space-Time Block Coding (STBC), an optional transmit diversity scheme specified for use on the downlink
INFLUENCE OF PARAFFIN OIL ON BEHAVIOR OF GEL-BASED DRUG CARRIER: MOLECULAR MODELING STUDY

Molecular modeling is nowadays routinely employed in many branches of science and pharmaceutical chemistry is not an exception. This modeling study was focused on behavior of amphiphilic gels mixture serving as a carriers of drug cyclosporine A (CsA) and the main aim was to find whether the contact with small amount of paraffin oil during the production can affect this behavior. Two systems were studied in Accelrys Materials Studio modeling environment: (1) pure gel-based CsA carrier and (2) gel-based drug carrier with small amount of paraffin oil added (~ 4 wt.%). The attention has been paid mainly to the homogeneity of CsA/gel clusters, pervasion of water into clusters and energy characteristics of clusters. It was found that the presence of small amount of paraffin oil does not affect the behavior of carrier.
Impacts of modern technologies on sustainable communication of civil service organizations

The role of modern technologies on competitive advantages of organizations is extensively analysed by many scholars or studies (Wascher et al. 2018; Maduro et al. 2018; Accenture, 2019). In order to sustainably communicate and meet stakeholders’ expectations (Hovland, 2005; Macnamara, 2015; the UK Government Communication Plan 2017/2018; Bahena-Alvarez et al. 2019), both private and public organizations (including civil service institutions) implement technological innovation and apply modern communication tools (including a spectrum of digital marketing techniques); however, many factors, such as limited financial autonomy, dependence on political priorities, heavy bureaucracy and complicated jurisdiction or simply insufficient technological knowledge and competences (along with modest innovation systems and inefficient monitoring ) make the present topic relevant to civil service organisations of Central and Eastern European Countries. The research question is how to unleash potential of modern technologies in order to make civil service organizations’ communication strategies sustainable and value-adding. Instead of artificially separating communication worlds of private and public sectors, the present publication is focused on combining the best communication strategies (Ferguson et al. 2016) from different angles, such as business intelligence, financial analysis, social innovation, digitalization, innovative Human Resource Management, and etc. The semi-structured qualitative experts’ interviews help examine the process of applying modern technologies (including digital marketing communication techniques) in practice of civil service organizations as well as provide the guidelines for communication strategy improvement. The conceptual matrix of technological effects is backed by qualitative research results, which is of significant value-added to future success and sustainability of communication strategies of CEEC’s civil service organizations.
Students’ perceived course outcomes in E-Learning (LMS)

: This study examined the factors that influence students’ perceived course outcomes in e-learning using the Learning Management System (LMS), and the extent to which the factors significantly predict course outcomes. A total of 255 university students completed an online questionnaire measuring their responses to 5 constructs (lecturer support, interaction with peers, perceived ease of use, perceived usefulness and course outcomes). Data analysis was conducted using structural equation modelling. Results showed that perceived usefulness and interaction with peers were significant predictors of course outcomes, whereas perceived ease of use and lecturer support did not. However, perceived ease of use had an indirect relationship with course outcomes through perceived usefulness. Lecturer support also had an indirect relationship with course outcome through interactions with peers. Overall, the four antecedent variables contributed to 77.0% of the total variance in course outcomes. Based on the study findings, implications for educators and researchers are discussed. This study also looks at Moodle Engagement Analytics Plugin (MEAP), Moodle, an open source Learning Management System (LMS), collects a large amount of data on student interactions within it, including content, assessments, and communication. The enhanced MEAP (MEAP+) allows analyses of gradebook data, assessment submissions, login metrics, and forum interactions, as well as direct action through personalised emails to students based on these analyses.
Case Based Reasoning Diagnosis Penyakit Difteri dengan Algoritma K-Nearest Neighbor

Akhir tahun 2017, masyarakat Indonesia ramai dengan maraknya kematian pada anakanak dan orang dewasa akibat penyakit Difteri. Ditemukan sebanyak 12 orang meninggal dunia dari 318 kasus Difteri menurut catatan Dinas Kesehatan Jawa Timur. Padahal di tahun 2016 kasus Difteri di Jawa Timur tercatat sebanyak 4 orang meninggal dunia dari 209 kasus. Hal tersebut menjadi perhatian bagi pemerintah dan tercatat sebagai kejadian luar biasa (KLB). Kenaikan angka kasus Difteri ini disebabkan karena kurangnya kesadaran masyarakat akan pentingnya imunisasi. Semakin banyaknya kasus Difteri yang terjadi dan minimnya pengetahuan masyarakat tentang Difteri, maka dibutuhkan suatu sistem pakar yang mampu membantu masyarakat maupun pemerintah dalam mendiagnosis penyakit Difteri. Penelitian mengenai Difteri ini menggunakan metode algoritma K-Nearest Neighbour (K-NN) dimana dilakukan perhitungan similaritas pada kasus lama dengan kasus baru. Penelitian penyakit Difteri ini disempurnakan dengan menggunakan penalaran berbasis kasus atau Cased Based Reasoning (CBR) agar hasil diagnosis lebih akurat. Output dari penelitian ini yaitu berupa hasil diagnosa penyakit Difteri berdasarkan gejala-gejala yang dialami dengan hasil akurasi pengujiannya sebesar 95,17%. End of 2017, the people of Indonesia enlivened so many of deaths in children and adults due to Diphtheria. Found 12 people died from 318 cases of Diphtheria according to East Java Health Office records. Whereas in the year 2016 Diphtheria cases in East Java recorded and reported as many as 4 people died from 209 cases. It's of particular concern to government and is noted as an extraordinary event (KLB). The increase in the number of Diphtheria cases is due to a lack of public awareness of the importance of immunization. Increasing number of Diphtheria cases and the lack of public knowledge about Diphtheria, it needs an expert system capable of assisting the public and the government in diagnosing Diphtheria. This research on Diphtheria uses the K-Nearest Neighbors (K-NN) algorithm method in which a similarity case study in the old case with new cases is used. The research of Diphtheria disease is enhanced by using casebased reasoning or Cased Based Reasoning (CBR) to make the diagnosis more accurate. The output of this research is the result of diagnosis of Diphtheria disease based on the symptoms experienced by the result of the accuracy of the test is 95,17%.
Improvised Feature Subset Selection Algorithm (FAST) for High Dimensional Data

: In choosing a feature, we are concerned about finding those features that produce results similar to the original set of features. We take efficiency and effectiveness into consideration while evaluating the feature selection algorithm. Efficiency in dealing with the time needed to find a subset of features and performance with the quality of a subset of features. These criteria have introduced the FAST (FAST) Advanced Feature Selection Grouping and have been evaluated and used in this document. Reducing the size of data is one of FAST's most important features. First, we use group-graphing theories to segment properties. We then create a subset of features by selecting the most representative features and most relevant to the target classes. Because of the features in the groups are quite independent. FAST's grouping strategy is highly likely to provide a subset of useful and independent features. Specifies a subset of the most useful features that produce a compatible result because all feature sets are involved in the feature selection. The attribute selection algorithm can be evaluated from the performance point of view and its effectiveness. Performance is related to the quality of a subset of features, performance relative to the time it takes to find a subset of features.
Estimate the Effects of Traffic Segregation in Indian Scenario- A Review

Intelligent Transport Systems (ITS) provide transport solutions by utilizing state-of-the-art information and telecommunications technologies. It is an integrated system of people, roads and vehicles, designed to significantly contribute to improve road safety, efficiency and comfort, as well as environmental conservation through realization of smoother traffic by relieving traffic congestion. This paper focuses on the comparison and analysis of international ITS research and integrates the ITS technologies to design an integration model. We regard the traffic problem of India. India should improve the technology communication, update and enhance ITS techniques.
Antimicrobial drug use for control and treatment of bovine respiratory disease in US feedlot cattle

A meta-analysis of studies allowing the calculation of number of antimicrobial treatments needed for control or treatment of bovine respiratory disease (BRO) was conducted, comparing tulathromycin with other commonly used antimicrobials. Summary effect size (Hedges' g) was the standardized mean difference in number of treatments, with raw mean differences being calculated to estimate the clinical impact of results. Further analyses included subgroup metaanalyses, meta-regression, and meta-analysis of the relative risk (RR) of mortality. Tulathromycin as first-choice antibiotic was associated with fewer antimicrobial treatment courses than comparator products (Hedges' g = -0.374; P < 0.0001). Substantial heterogeneity (/2 = 89.2%) was at least partly explained by subgroup analyses of comparator substance and study sponsor. The risk of mortality following tulathromycin treatment compared with comparator antimicrobials was reduced by half (RR= 0.512, P < 0.0001); accordingly, fewer between 0.8 and 1.8 million antibiotic courses per year in US feedlots when tulathromycin is used as first choice for metaphylaxis or treatment of BRD.
Stigma and Discrimination: Coping Strategies for Persons Living with HIV/AIDS in Rural America

Individuals with HIV/AIDS that live in rural areas experience significant stigma that creates psychosocial stress, depression, anxiety and reduced self-esteem. Coping with stigma and discrimination is a significant aspect of living with HIV/AIDS and has implications for the psychological and physical well-being of these individuals (Moskowitz, Hult, Bussolari & Acree, 2009). This study examined the relationship between stigma and discrimination, and coping strategies used by People Living with HIV/AIDS (PLWHA) in rural areas using a mixed method study design. HIV-positive individuals served by the Illinois HIV Care Connect in Region 5, completed the survey for the study. The results showed that self-isolation was the most preferred method of coping, closely followed by engaging in destructive behaviors or reactions. The least preferred method was seeking spiritual guidance. Results of regression analysis also revealed that spending more years in care and having more social support really do have an effect on coping with HIV stigma and discrimination among the rural population. Implications for health and human services workers such as rehabilitation counselors and health communication officers are discussed.
SURVEY OF WEB PAGE ACCESS PREDICTION TECHNIQUES

: Web is a huge collection of resources. Web users often face the problem of information overload. So there is a need to recognize the web users’ behaviors on web sites using web mining for improving the user’s experiences on these sites. Prediction of the web page that may be visited by the web user is important, since this knowledge can be used for pre-fetching of web pages, recommendation or personalization of the web page for that user. The objective of the work is to study various method used in past, at present and which can be used in future to minimize the search time of a user on the network
FAKE PRODUCT REVIEW SUPERVISION AND PRODUCT RECOMMENDATION

: Nowadays, there are a unit variety of individual ’ s exploitation social media opinions to form their appeal buying product or service. Opinion Spam detection is associate exhausting and onerous downside as there are a unit several pretend or faux reviews that are created by organizations or by the individuals for varied functions. They write faux reviews to mislead readers or automatic detection system by promoting or demoting target product to market them or to degrade their reputations. Opinion spamming refers to the employment of excessive and illicit strategies, like making an outsized volume of faux reviews, so as to get biased positive or negative opinions for a target product or service with the intention of promoting or demoting it, severally. The reviews created for this purpose area unit referred to as faux, spam or fake reviews, and therefore the authors answerable for composing such deceptive content area unit referred to as faux or spam reviewers. This project can verify faux reviews created by the shoppers so block them. the subsequent things area unit thought-about within the project. 1) Tracking IP
CLASSIFICATION OF BENIGN AND MALIGNANT BREAST TUMORS IN DIGITAL MAMMOGRAMS USING DIFFERENT WAVELET TRANSFORMS

: Breast cancer is the leading cause of most deaths in the world. This paper deals with classification of Breast cancer, i.e. benign or malignant based on coefficients extracted from multiresolution analysis based on five different wavelet functions Biorthogonal 3.5, coifelts 3, Daubechies 4, Symlets 3. In this paper 80 Region of Interest (ROI’s) from the Mammographic image analysis society(MIAS). The coefficients which extract the texture information from the ROI’s of Mammogram are given as an input to the KNN classifier. The performance of the system is evaluated using Receiver Operating Characteristic curve (ROC). Experimental results show that the area under the curve (AUC) is A z =0.90.
Parental Polymorphism Survey for Drought Tolerance In Rice By Using SSR Marker

Rice (Oryza sativa L.) is one of the most-produced and consumed grains worldwide. Drought is a major environmental stress seriously limiting plant growth and crop productivity. In this study 60 SSR markers were used in which 41 were polymorphic. Among 41 makers 4 were highly polymorphic, these 4 marker shows polymorphism in all tolerant-susceptible combination.111 alleles were detected among the 41 SSR primer pairs, which were polymorphic between some of the tolerant-susceptible combinations among the 5 rice cultivars with an average allele frequency of 2.7 per marker. The Polymorphic information Content (PIC) values of 41 polymorphic primers ranged from 0.26 to 0.67.
Microwave Assisted Organic Synthesis of Novel 1 , 2 , 4-Triazolium Salts as Antimicrobial Agents

Microwave assisted organic synthesis (MAOS) is emerging as a new tool in the organic synthesis. This approach is considered to be an important step towards green chemistry. This technique stands out as it is more eco-friendly compared to traditional heating methods in organic chemistry. Synthesis of new chemical entities is the most important step in drug discovery. The increasing problem of antimicrobial resistance has made it highly urgent to design and develop novel types of antimicrobial agents consisting different chemical structures of the traditional drugs. It is rational to investigate triazolium compounds as novel antimicrobial agents since triazole has shown a broad range of pharmacological activity. In view of this, a series of 1, 2, 4-triazolium disubstituted derivatives have been synthesized starting from Isoniazid. The structures were confirmed with the help of IR, NMR, and Mass spectroscopy. The compounds were tested for antibacterial, antifungal and anti-tubercular activity and have shown poor to moderate activity.