Miracle-dz/UniFAR-FTUs huggingface dataset:
Attribute Selection-based Ensemble Method for Dataset Classification

—Attribute reduction and classification task are an essential process in dealing with large data sets that comprise numerous number of input attributes. There are many search methods and classifiers that have been used to find the optimal number of attributes. The aim of this paper is to find the optimal set of attributes and improve the classification accuracy by adopting ensemble classifiers method. Research process involves 2 phases; finding the optimal set of attributes and ensemble classifiers method for classification task. Results are in terms of percentage of accuracy and number of selected attributes. 6 datasets were used for the experiment. The final output is an optimal set of attributes with ensemble classifiers method. The experimental results conducted on public real dataset demonstrate that the ensemble classifiers methods consistently show improve classification accuracy on the selected dataset. Significant improvement in accuracy and optimal set of attribute selected is achieved by adopting ensemble classifiers method.
Prevalence of Asymptomatic Bacteriuria in Antenatal Women with Preterm Labor at an Egyptian Tertiary Center

Background and objective: Urinary tract is second only to the respiratory tract in acquiring microbial infection, especially in females. It is more common in pregnant than in non-pregnant women. Studies from different parts of the world have showed that urinary tract infection (UTI) during pregnancy leads to low birth weight babies, increased perinatal mortality and premature births along with acute and chronic sequelae in mothers. This study was conducted to explore the relation of asymptomatic bacteriuria in Egyptian females to preterm labor and different aspects of UTI during pregnancy. Patients and Methods: This was a cross sectional study that was done at Ain Shams University Maternity Hospital. The study included 1830 antenatal women, over a 3-year period, between January 2007 and December 2009. Out of these patients; 780 patients had premature uterine contractions while 1050 antenatal women with no history of premature uterine contractions. Results: Prevalence of asymptomatic bacteriuria (ASB) in those with premature uterine contractions and others with no history of uterine contractions were 23.5% and 16.9% respectively. A highly significant association between ASB of the mothers and preterm labor was noted. Conclusion & recommendations: The results of this study suggested that patients with asymptomatic bacteriuria were more prone to develop preterm delivery than that of the healthy mothers (without bacteriuria). The unwanted sufferings of the pregnant mothers and their offspring could easily be prevented by early screening and treatment of asymptomatic bacteriuria in pregnancy which must be considered as an essential part of antenatal care in order to reduce the morbidities associated with preterm labor. [El-Sokkary M. Prevalence of Asymptomatic Bacteriuria in Antenatal Women with Preterm Labor at an Egyptian Tertiary Center. Journal of American Science 2011;7(4):605-610]. (ISSN: 1545-1003). http://www.americanscience. org.
The Difference between Right Side and Semi Recumbent Positions after Feeding on Gastric Residual Volume among Infants

Gastric residual volume (GRV) is considered as an objective parameter for gastric emptying and tolerance of feeding. The effect of infant's position after feeding on gastric residual has been mostly conducted in infants. The aim of this study was to assess the difference between right side and semi recumbent positions after feeding on gastric residual volume among infants. A quasi experimental design was utilized. The current study was conducted in Pediatric Intensive Care Unit (PICU) at New Pediatric Specialized Hospital, Cairo University. A sample of 35 infants included in the study one day after being admitted to PICU and fulfilling the inclusion criteria, and two tools utilized to collect the required data: socio-demographic data sheet and GRV record sheet. The main results revealed that more than seventy percent of the infants were male, the mean age of infants was 6.5 ± 2.2 months and regarding to grade of respiratory distress more than half of infants with grade II. No significant difference was detected between infants positioned at right side and semi recumbent regarding amount of GRV after feeding. The current study recommended that nurses can place infants in semi recumbent position or right side after feeding. Replication of the study in bigger sample with different diseases. [Hewida Ahmed Hussein. The Difference between Right Side and Semi Recumbent Positions after Feeding on Gastric Residual Volume among Infants] Journal of American Science 2012; 8(1):127-132]. (ISSN: 1545-1003). http://www.americanscience. org.
Safety and Effectiveness of FlexyRap® Cobalt-Chromium Rapamycin-Eluting Stents with Biodegradable Polymer in Coronary Artery Disease: Results from a 2-year, Multicenter Postmarketing Study in India

Background: Data supporting effectiveness and safety of indigenously developed Drug-Eluting Stents (DES) for treatment of Indian patients with de novo Coronary Artery Disease (CAD) remain scarce. In this Postmarketing Surveillance (PMS) study, we evaluated effectiveness and safety of an indigenously developed DES, FlexyRap®, for treatment of Indian patients with obstructive native artery. Methods: We enrolled 100 patients with obstructive native artery who underwent Percutaneous Coronary Intervention (PCI) using DES technology called FlexyRap®. The primary efficacy endpoint was Target Vessel Revascularization (TVR) at 1-year follow-up. The primary safety outcome was incidence of a Major Adverse Cardiac Event (MACE), defined as a composite of cardiac death, myocardial infarction, target lesion revascularization, and TVR at 12 months. Secondary efficacy endpoints included procedural and device success. Additional safety endpoints were incidences of any device-related Serious Adverse Events (SAEs) and stent thrombosis. Results: In this study, of the 100 patients treated with FlexyRap®, data was available for 96 patients at the end of the 24-month surveillance period. Device and procedural success was observed in 100% of patients. At 12 months after implantation of FlexyRap®, 6.25% of patients developed MACE; the incidence of MACE remained at 6.25% at completion of the 24-month PMS period. The primary endpoint of TLR developed in 5% of patients. The MACE-free survival rate was 93.78%. No SAE leading to death was reported throughout the 24-month surveillance period. No patient experienced AEs that led to major bleeding, permanent disability, or death. Conclusion: FlexyRap® was safe and effective in Indian patients with CAD. Results of the study are encouraging and support clinical benefits of the indigenously developed FlexyRap® DES for treating Indian patients with CAD in a real-world scenario. Abbreviations: BMS: Bare-Metal Stents; DES: Drug-Eluting Stents; BD-DES: Biodegradable Drug-Eluting Stents; PCI: Percutaneous Coronary Intervention; DP-DES: Durable Polymer Drug-Eluting Stents; TVR: Target Vessel Revascularization; CAD: Coronary Artery Disease; PMS: Postmarketing Survey; MI: Myocardial Infarction; LVEF: Left Ventricular Ejection Fraction; QCA: Quantitative Coronary Angiography; MACE: Major Adverse Cardiac Event; TLR: Target Lesion Revascularization; SAE: Serious Adverse Event; TIMI: Thrombolysis In Myocardial Infarction; CABG: Coronary Artery Bypass Grafting
HIV-Malaria coinfection in the Department of Paediatrics of Centre Hospitalier Universitaire Souro SANOU ( CHUSS )

Introduction: The interaction of these two pathologies raises capital issues as well as therapeutic. This study aims at a better understanding of the clinical, biological and therapeutic profile of HIV-malaria coinfected children. Methodology: It is a prospective and retrospective cross-sectional study. Were involved patients infected with HIV followed in the department whose clinical and laboratory diagnosis of malaria had been made and / or patients with whom the diagnosis of coinfection was made through a medical consultation. Results: The prevalence of coinfection was 3.09%. The clinical signs of severity were dominated by impaired consciousness and seizures. As for biological signs, anemia was found with 65% of patients and thrombocytopenia with 9.3% of cases. Immunocompetent patients accounted for 70.7% of coinfected patients. Pharmaco therapeutic groups which were administered were hyperleucocytoses, they were found with 19.6% of coinfected patients mainly antimalarials (100% of cases), analgesics-antipyretics (79.6% of cases) and ARV(48.1% of cases). Conclusion: Immunosuppression caused by HIV infection did not appear to be associated with the frequency of occurrence of malaria. Chemo malaria prophylaxis with HIV positive children is not necessary.
A STUDY ON WOMEN EMPOWERMENT THROUGH SELF- HELP GROUPS WITH SPECIAL REFERENCE TO VILLUPURAM DISTRICT IN TAMIL NADU

Since women comprise the majority of the population below the poverty line and are very often in situations of extreme poverty, given the harsh realities of intra-household and social discrimination, macroeconomic policies and poverty eradication programmes will specifically address the needs and problems of such women. There will be improved implementation of programmes which are already women oriented with special targets for women. Out of these programmes SHGs is one of the prominent programme to achieve women empowerment. In this background the present study is chosen to know progress women empowerment through SHGs in India. To achieve the above said objective data gathered from secondary Source, i.e. from status of Micro-finance NABARD. From the present study it is found that the progress and performance of SHGs for women empowerment in India really credible and commendable because the economic activities of SHGs are quite successively progressing. Thus, emphasizing SHGs are very successful to develop women-empowerment in both rural and urban areas. Keywords---Women Empowerment, SHGs,
EC PSYCHOLOGY AND PSYCHIATRY Short Communication Married, Single, Dead: Facebook Status Change as a Contributing Stressor to Intimate Partner Violence and Femicide

This article focuses on a preliminary study which has examined ways in which social media may help cause stalker murder by individuals with personality disorders and a strong sense of sexual propriety. The study suggests that a public display on social media (Facebook) by the intended victim may trigger interpersonal violence. It discusses the case of Hayley Jones and Brian Lewis where a woman was murder shortly after changing her Facebook status to single. It also discusses how social media interaction and postings might cause rage fuelled by emotions of e humiliation. It is argued that there is a preponderance of correlations between the social media postings, stalking behaviours, personality disorders, and the murder of an intimate partner. In addition to this, the article considers the struggle clients have in dealing with the: public, ambiguous, and unrelenting nature of social media postings.
Water quality and trophic status of Raipur reservoir in Gwalior, Madhya Pradesh

This study is aimed to assess water quality and trophic status of Raipur reservoir. The range of various parameters of reservoir water (ambient temperature-20.35-41.05 0 C, water temperature-14.83-31.3 0 C, transparency-29.46-111.5 cm, turbidity-3.85-15.23NTU, water depth-1.12-4.42 m, colour-transparent-dark brown, electrical conductivity- 288.40-421.50 µScm -1 , total dissolved solids-179.64-273.58 mg L -1 , total suspended solids-84.30-113.95 mg L -1 , total solids-263.91-385.04 mg L -1 , pH-7.93-9.05, dissolved oxygen-7.49-9.63 mg L -1 , free carbon dioxide-nil-9.30 mg L -1 , total alkalinity-49.30-105.50 mg L -1 , total hardness-102.0-167.75 mg L -1 , chlorides-24.10-85.23 mg L -1 , sulphates-3.70-12.60 mg L -1 , nitrate-nitrogen-0.250-0.870 mg L -1 , nitrite-nitrogen-0.033-0.089 mg L -1 , inorganic phosphorus-0.029-0.086 mg L -1 , silicates-2.70-12.78 mg L -1 , ammonia-0.43-1.56 mg L -1 , sulphides-0.695-1.44 mg L -1 , biochemical oxygen demand-2.65-6.94 mg L -1 , chemical oxygen demand-58.7-120.5 mg L -1 , calcium-26.85-44.67 mg L -1 , magnesium-8.46-18.85 mg L -1 , sodium-8.55-16.43 mg L -1 and potassium-4.25-7.53 mg L -1 ) exhibit monthly as well as seasonal fluctuations. The nutrients including calcium, silicates, sulphates, phosphates, nitrates and potassium are in sufficient quantities for the growth of aquatic plants and animals in the reservoir. The above study indicated that the Raipur reservoir is under category of meso-eutrophic water body. Keywords: Physico-chemical parameters, Trophic status and Raipur reservoir
Vitamin E and Curcumin Intervention on Lipid-Peroxidation and Antioxidant Defense System ِ

The generation of free radical species may represent the negative aspect of exercise. There are a lot of data which have been shown an association between exercise and the increased free radical formation. Living cellular damage may lead human towards hasty aging and variant cancers. It is widely agreed that with increasing consumption of fruits and vegetables, decreased intake of unsaturated fat and moderate exercise will enhance fitness and improved cardiovascular health of the population in most of the developed and near-developed countries. Vitamin E and Curcumin have been known as a strong Antioxidant for prevent of the lipid peroxidation and improve the antioxidant defense system. Curcumin is a phenolic compound presented as a strong antioxidative, anti-inflammatory and anti-septic property, widely used in Indian medicine and culinary traditions. Recent investigation has shown that curcumin prevents lipid peroxidation and DNA strand breakage. This review have been shown the effect of the curcumin and vitamin E supplement on the lippid peroxidation and antioxidant defense system specify during the exercise. [Journal of American Science 2010;6(3):52-62]. (ISSN: 1545-1003).
Studies on effect of media components on growth and b-carotene production by Rhodotorula graminis RC04

Red pigmented yeast was isolated from a freshwater river flowing through mining area of Goa. The isolate was identified as Rhodotorula graminis using morphological, biochemical and physiological features. This isolate showed the presence of pigments β-carotene, torulene and torularhodin. Effect of different carbon and nitrogen sources was checked on biomass and β-carotene production. Among the inorganic salts, the isolate grew best with potassium nitrate. Although the yield of total β-carotene/gram of biomass was less than compared with other inorganic salts of nitrogen used in this study, the total β-carotene production was found to be maximum. Amino acids supported accumulation of β-carotene but gave poor yield. Complex nitrogen sources are the best substrates for growth and β-carotene production. Among these, yeast extract is the best nitrogen source for growth and β-carotene production. Glucose appears to be the best carbon source for biomass and β-carotene production followed by glycerol. Highest β-carotene production was observed at a 10:1 carbon to nitrogen ratio.
Role of microRNA-29 in the Pathogenesis of B-Cell Chronic Lymphocytic Leukemia

ii Dedication . iv Acknowledgments. v Vita . vii List of Tables . xi List of Figures . xii Chapter 1: Introduction . 1 B-cell chronic lymphocytic leukemia . 1 Tcl1 oncogene in B-CLL . 12 microRNA . 14 Chapter 2: TCL1 expression in B-cell chronic lymphocytic leukemia is possibly regulated by miR-29 and miR-181 . 28 Intruduction . 29 Materials and Methods . 31 Results and Discussion . 33
MR Parkinsonism Index in Progressive Supranuclear Palsy

Background : Progressive supranuclear palsy (PSP) is a neurodegenerative disease characterized by dystonic rigidity of the neck and axial muscles, frequent falls, supranuclear vertical gaze palsy and pseudo-bulbar palsy. There is neuronal loss in the tegmentum of the midbrain leading to its significant atrophy along with changes in substantia nigra, globus pallidus and red nucleus. Case Report : Here we are presenting specific MRI features of PSP in an elderly male with special note on humming bird sign and MR parkinsonism index which is very useful to correctly label the diagnosis of PSP in absence of pathological confirmation. Conclusion : Specific methods are needed for diagnosing PSP as the clinical differentiation of PSP from Parkinson disease (PD) and multiple-system atrophy of Parkinson type (MSA-P) may be difficult in early stages. Emphasis on utility of MRI brain in PSP has been proven especially when mid-sagittal sections are studied.
Carbon storage of anthropoid ’ s vegetation on the Ngaoundere escarpment ( Adamawa , Cameroon )

1845 | P a g e C o u n c i l F o r I n n o v a t i v e R e s e a r c h M a y 2 0 1 6 w w w . c i r w o r l d . c o m Carbon storage of anthropoid’s vegetation on the Ngaoundere escarpment (Adamawa, Cameroon). *Tchobsala ; N. D. Dongock, ; J. Nyasiri ; A. Ibrahima The University of Ngaoundéré Faculty of Science Department of Biology Science BP.454 Ngaoundéré, Biodiversity laboratory and sustainable development *Corresponding author: tchobsala2002@yahoo.fr Abstract
UMBILICAL CORD CARE AND MANAGEMENT OUTCOME AMONG MOTHERS IN CALABAR SOUTH LOCAL GOVERNMENT AREA OF CROSS RIVER STATE-NIGERIA

In developing countries umbilical cord infections constitute a major cause of neonatal morbidity and pose significant risk for mortality Methods of caring for the umbilical cord vary greatly between communities depending on their cultural and religious beliefs, level of education and resources. The risk of cord infection is increased by unhygienic cutting of the cord and application of unclean substances. This study examined the cord management practices and management outcome among mothers in Calabar South Local Government Area of Cross River State, Nigeria. Methods: A cross sectional community based study was conducted in Calabar South Local Government Area of Cross River State, Nigeria. Calabar South is one of the two Local Government Areas that make up Calabar Metropolis with 11 wards. Women of child bearing age were used as population of the study. A sample size of 451 mothers was selected using the snowball method. A structured pre-tested interviewer administered questionnaire was used to collect data. Data were analyzed descriptively using frequencies, percentages, means and standard deviation. All analyses were performed using SPSS version 18.0 at 95% confidence interval. Results: Whereas most of the respondents 224(49.8%) used methylated spirit in cleaning the cord, others used dettol 88(19.6%), saliva and salt 44(9.8%), herbal preparations 44(9.8%). Most of the respondents 314 (69.8%) applied unhygienic substances at the base of the stump after cleaning the cord. Main reason for choice of materials includes to wade off evil spirits and hasten cord separation 270(55.9%). The outcome of cord management showed that majority of the umbilical cords were infected 338 (75.1 %.). Conclusion: Majority of the respondents applied harmful and contaminated materials/ substances to the umbilical cord. Good umbilical cord care practices can lead to improved newborn care while poor umbilical cord care practices may result in neonatal morbidity and mortality. Improving the standard of umbilical cord care among mothers can largely be achieved through health education and follow up visits by nurses after discharge from the health facility.
Induced After-Death Communication or the Case

Although interest in treatment efficacy has been present in applied psychology for decades, it wasn’t until the mid-1990s that major movements towards EBP occurred in psychology as a whole. An American Psychological Association (APA) [2] task force released a statement in 1995 detailing that the evidence for any psychological intervention should be based on two facets: efficacy (does research show they work? ) and clinical utility (are they applicable in real-world settings? ). Shortly thereafter, Chambless et al. [3] thoroughly reviewed the literature and released the first list of empirically supported treatments (ESTs)-psychological treatments that had been found to have high levels of efficacy for specific disorders, generally comparable to or exceeding the effects of medication. Included were methods such as cognitive-behavioral therapy (CBT) for panic disorder, exposure with response prevention (a type of behavioral therapy) for obsessive-compulsive disorder, and interpersonal therapy for major depression. The response to this publication was varied, with some praising the effort as a bold move to raise public awareness of the efficacy of psychological treatment. Others, though, complained about the lack of focus on common, non-specific therapeutic factors and the emphasis on treatment manuals and short-term therapy. Despite this criticism, the push on increasing the use of EBP within the psychological community continued to grow. In 2006, the APA’s Presidential Task Force on Evidence-Based Practice furthered its commitment to EBP in the field of psychology via integration of applied and basic research. In that paper [4], EBP was defined as “the integration of the best available research with clinical expertise in the context of patient characteristics, culture, and preferences” and the purpose of EBP was “to promote effective psychological practice and enhance public health by applying empirically supported principles of psychological assessment, case formulation, therapeutic relationship, and intervention. ” There have been hundreds of clinical trials investigating the efficacy of particular forms of EBP, such as cognitive, behavioral, and interpersonal therapies, with more emerging all the time. In addition to clinical efficacy, research has shown time and time again that EBP is safe and effective for a wide range of ages and problems, is more enduring in symptom impact than medications, and pays for itself via medical cost offset and increased productivity, providing a huge support base for the clinical utility of such treatments [5].
RELATIONSHIP BETWEEN KNOWLEDGE INERTIA AND ORGANIZATIONAL LEARNING

Nowadays Knowledge is not a fad. In terms of strategy, it is important for both individuals and enterprises. Hence the necessity of knowledge management is blatantly obvious. Knowledge is “not replicated”, therefore, it can bring about competitive advantage. However, while encountering problems, there is a tendency to rely on prior knowledge and experience. Such routine problem solving strategy is called “Knowledge inertia”. This paper aims to utilize this literature and examine the relationship between knowledge inertia and organizational learning in Iran for the first time. Structural equation modeling is employed to discuss mutual impacts on each other and coming up with some ideas to boost organizational learning. A questionnaire survey was conducted to collect data from government organizations as well as private enterprises. A total of 165 valid responses were collected. Our results reveal that first there is a higher tendency for learning through exploitation rather than exploration. Second, experience inertia has a positive impact on organizational learning, whereas the effect of learning inertia on learning is negative. Research has shown that when a member of an organization has more experience inertia or less learning inertia, the performance of the organizational learning will be better.