Miracle-dz/UniFAR-FTUs huggingface dataset:
Enhancing Efficiency oftheAgile Software by Using Crowdsourcing

: The Agile Methodology has sprouted as a solid swap for Rapid Application Development (RAD) software programming building techniques. As the emphases increment the many-sided quality associated with the Daily Scrum additionally increments with posturing troubles in the following emphasis. This builds the asset usage up to the degree that execution starts to flounder at a wild pace. The creators have endeavored to devise a system that guides the nimble procedure with crowdsourcing. The productivity of the Agile Process has been significantly improved as the necessities of the Agile procedure are currently disseminated on crowdsourced organize through which the assets required like CPU time, memory, battery or power are provided by almost ceaseless group specialists.
Collaborative Filtering Based On Search EngineLogs

Search engines come roughly equivalent results for an equivalent question, despite the user’s real interest. To extend the relevancy of search results, personalized search engines produce user profiles to capture the users’ personal preferences and intrinsically determine the particular goal of the input question. An honest user identification strategy is an important and elementary element in program personalization. The user identification ways area unit evaluated and compared with our antecedently projected personalized question cluster methodology. During this project, we tend to specialize in program personalization and develop many concept-based user identification strategies that area unit supported each positive and negative preferences. user profiles that capture each the user’s positive and negative preferences. Negative preferences improve the separation of comparable and dissimilar queries that facilitates associate agglomerate cluster rule to make a decision if the best clusters are obtained.
Mortality in a Primary and Secondary Transported of STEMI Patients, a Prospective Study

In ST-elevation myocardial infarction (STEMI), the pre-hospital phase is the most critical and appropriate treatment in a timely manner which is instrumental for mortality reduction. STEMI systems of care based on networks of medical institutions connected by an efficient emergency medical service (EMS) are pivotal. The first steps are devoted to minimizing patient’s delay in seeking care, quickly dispatching emergency personnel with equipped ambulance to be able to make the diagnosis on scene, deliver initial drug and therapy and also transport the patient to the most appropriate (not necessarily the closest) cardiac facility or hospital. Primary percutaneous coronary intervention (PCI) is a treatment of choice, but thrombolysis followed by coronary angiography and possibly PCI are valid alternatives. Strong cooperations between cardiologists and emergency medicine doctors are mandatory for optimal pre-hospital STEMI care. In this study, we prospectively recorded door to balloon time (DBT) for consecutive patients with STEMI, treated by PCI. For six hundred and seventy seven patients with mean 64 ± 16 years, 475 (70%) males and 202 (30%) females were enrolled for the final analysis. From this number, 354 (52.3%) patients had primary transport by emergency services (PT) and 323 (47.7%) secondary transport (ST). Median of DBT was 34 ±15.9 mins for PT patients (n=354) and 100 ±28.8 mins for patients with ST (n=323) (p<0.00005). One month mortality rate was 4% vs 9.5% (p=0.002) in the PT vs ST group, respectively. One-year mortality rate in the PT and ST groups were 7.3% vs 20.5% (p<0.005), respectively. We found out that patients who were sent directly to a PCI center had significantly shorter time for reperfusion and lower mortality.
A review of studies on impact of employee’s perception on corporate social responsibility

The purpose of the paper is to understand the employee’s perception on CSR and the importance of CSR in motivating the employees towards organizational commitment. The author uses the previous literature and findings to highlight CSR as a major source in enhancing employee satisfaction. The author has used literature reviews from the perspective of CSR activities pertaining to Human Resource dimension to study the impact of CSR on employees. The previous literature shows that CSR has a major impact on employees but the effect of CSR needs to be explored to understand whether CSR could enhance the employees to work more productive. The author in this study identifies the internal impact of the CSR on the employees of the organization and its positive effect on the commitment of employees towards the organization. The author has found that organizations that involve themselves in CSR activities reshape the level of motivation, performance and moreover retain the employees to stay longer in the organization. The study also evaluates the importance of internal stakeholders and consumers as a part of CSR policies and programs.
EVALUATION OF ANTIBACTERIAL AND ANTIHELMINTHIC ACTIVITY OF POLYHERBAL GEL

One half of deaths worldwide is due to infectious diseases and is leading to mortality and morbidity mainly in immune-compromised patients. The main existing problems are multi drug resistance and scarcity of novel antibiotics. This adds urgency for the development of novel, effective and affordable medicines that act against pathogens without causing any adverse effects to the host. Present investigation is carried out on following herbal extractsAzadirachta indica (Leaves), Cinnamomum zeylanicum (bark) and menthe longifolia (Leaves). The aim of the present study is to formulate and evaluate antibacterial and antihelminthic activity of polyherbal topical gel formulation. The prepared polyherbal gels was subjected for antibacterial assay using both gram positive and gram negative bacterial strains through disc diffusion method; antihelmintic activity with the determination of paralysis and death time using earthworms. The zone of inhibition produced by azithromycin was between 19 to 25 mm and by the poly herbal formulations PF1 and PF2 is between 8 to 18 mm and 14 to 29mm respectively. PF2 gel caused paralysis at 6.16±1.94 min and death at 37±3.68 min, while albendazole caused paralysis and death at 11.5±1.64 min and 44±3.52 min respectively. The above results confirmed antibacterial and antihelmintic activities of polyherbal gel therefore it may be processed for further research to find out the underlying mechanism involved. World Journal of Pharmaceutical Research SJIF Impact Factor 8.074 Volume 7, Issue 05, 1346-1354. Research Article ISSN 2277–7105 Article Received on 11 Jan. 2018, Revised on 02 Feb. 2018, Accepted on 23 Feb. 2018 DOI: 10.20959/wjpr20185-11333 *Corresponding Author Swetha Rani Boddupally Assistant Professor, Department of Pharmaceutics, Swami Ramananda Tirtha Institute of Pharmaceutical Sciences, Nalgonda, Telangana, India, 508004.
DATA CONFIDENTIALITY ON SEMI SUPERVISED CLUSTERING

– Traditional cluster ensemble approaches have three limitations:(1) They have not make use of prior knowledge of the datasets given by experts. (2) Most of the conventional cluster ensemble methods cannot obtain satisfactory results while handling high dimensional data. (3) All the ensemble members are considered, even the ones without positive contributions. The random subspace technique is effective in handling high dimensional data, while the constraint propagation approach is useful for incorporating prior knowledge. In this projects to compare the gene details. First include our normal data. Then include our diabetic patient data in our dataset. After that compare our data and to show result is positive or negative. The incremental ensemble member selection process is newly designed to judiciously removed redundant ensemble members based on a newly proposed local cost function and a global cost function, Finally, a set of nonparametric tests are adopted to compares multiple semi-supervised clustering ensembled approaches over different datasets .
CORM2 protects from myocardial ischemia reperfusion injury via modulation of the inflammatory response and apoptosis

Introduction A major cause of death in the world is the coronary artery diseases. More than 6 millions people die each year because of it. Re-introduction blood into an ischemic organ needed to inhibit cellular loss, but this can induce injury. This phenomenon is termed myocardial reperfusion injury (1). Ischemia reperfusion causes local cellular hypoxia that is accompanied by inflammatory responses that lead to the recruitment of leukocyte and subsequent damage (2). Ischemia has been shown to lead to endothelial dysfunction with an increase in permeability, an increase expression of adhesion molecule and recruitment of leukocyte (3) During ischemia there will be a process of catabolism for adenine nucleotide, result in accumulation of hypoxanthine,reintroduction of oxygen and (ROS) formation. Which will upregulates the gene expression for many inflammatory agents (e.g.,leukocyte adhesion molecule and cytokines) and bioactive agent (e,g.,endothiline,thromboxaneA2)while repressing other "protective"gene products (e.g.,constitutive nitric oxide synthase ,thrombomoduline)and bioactive agent (e,g.,prostacycline ,nitric oxide )(4). Prolonged periods of myocardial ischemia are related to an increase in the rate of necrosis, whereas, paradoxically, reperfusion leads to an augmentation in apoptosis(5,6). has raised particular therapeutic interest because of its potent The antiinflammatory and anti-oxidant activity for Carbon monoxide (CO) gives it a good attention regarding its use for therapeutic purposes, although it’s a toxic gas that have the ability to impaire the respiratory system. However, CO is also produced by the protein heme oxygenase (HO) and as such functions as a potent endogenous antioxidant that counteracts toxic effects of ROS (7). CO inhibited the production of proinflammatory cytokines, such as TNF-α, MIF and interleukin-1, from macrophages (8). Carbone monoxide stimulated the synthesis of the anti inflammatory cytokine interleukin10 (8). Exposure of macrophages to a low concentration Research Article
Screening for Methicillin - Resistant Staphylococcus aureus (MRSA) carriage among the health care workers in a tertiary care center

Introduction: It was observed that Health care workers (HCW) play an important role in the transmission of MRSA between the patients in the hospital environment. The aim of present study was to find out the carriage rate of MRSA among the HCWs in the critical care units in our setting. Material and Method : All healthy HCWs involved in the management of critically ill patients were recruited into the study. By using sterile cotton swabs, specimens were collected from the anterior nares, finger web spaces and finger print directly taken on Brain-Heart infusion agar plate. Staphylococcus aureus was identified by the standard procedure. Antibiotic susceptibility testing was performed according to the Kirby-Bauer disc diffusion method. MRSA was identified by using a cefoxitin disc. Result: Among the 112 HCWs who were screened for MRSA, 54(48.21%) were Nurses and Brothers, 26(23.22%) were nursing students and 32(28.57%) were doctors. Twenty one (18.75%) Staphylococcus aureus strains were isolated. Among them 14 (12.5%) were MRSA. The proportion of nasal carriage of MRSA was higher 9(8.04%) than that on hand 5(4.46%). The highest carriage rate was noted in nurses and brothers (7.14%). Antimicrobial pattern of MRSA had revealed 100% sensitivity to Vancomycin and Linezolid while highest resistance to penicillin, Erythromycin and ciprofloxacin in the present study. Conclusion: MRSA carriage among HCW can be reduce by their regular Screening and decolonization. Strict standard infection control practices should be employed to minimize either the carriage or the transmission rate of MRSA.
Multi-path Mechanism for Audio / Video Streaming Based on Bandwidth Estimation

Summary By the remarkable improvement of network performance which consist of Internet and the diffusion of high-end terminals such as smart-phones, media streaming service is becoming one of the major communication technologies. However current packet networks still can not provide a stable transmission quality and it can cause stream quality degradation. Especially, the main factor affecting quality is congestion across a network. Efficient utilization of available bandwidth over multiple access networks of multi-homed devices can be a reasonable solution to provide good quality for real-time media streaming applications. In this paper, we propose Real Time & Multi-path Transmission Protocol (RTMTP), a transport layer protocol in which multiple path real-time transport is available. Our protocol exploits RTP’s real-time features and SCTP’s multi-homing capability by enabling the use of multiple paths to transfer media streams. RTMTP uses the end-to-end sender-based bandwidth estimation mechanism to measure the actual available bandwidth of each path. To maximize network bandwidth efficiency of multiple paths, the RTMTP shares traffic among those paths and the transmission rate for each path is determined according to the measured available bandwidth. RTMTP also helps users to use their preferred access network as much as possible. Our simulation results show that RTMTP improves streaming transmission throughput
Improving Cloud Efficiency using ECDH, AES & Blowfish Algorithms

– Cloud computing is being increasingly used in all spheres of business and industry but despite the convenience and cost effectiveness of the cloud, there have been concerns about the safety and security of the data stored in the cloud servers. Many people are averse to using cloud services due to the risks involved in handing over their confidential information to an unknown third party. Researchers have come up with several methods to minimize such risks. This research also tries to improve the security as well as the efficiency of cloud storage services through the use of combination of ECDH, AES and Blowfish algorithms. The methodology consisted of generated an ECDH key and using AES and Blowfish algorithms to encrypt data using those algorithms. Cloudsim was used to simulate the cloud environment based on NetBeans IDE and Java was used as the programming language. The results showed a significant improvement in encryption time and storage size using the proposed methodology.
Developmental Thyroid Diseases and Monoaminergic Dysfunction

Thyroid hormones (THs) regulate the preand post-natal development, particular brain development [1-25]. Also, THs can regulate the development of monoaminergic [norepinephrine (NE), epinephrine (E), dopamine (DA) and serotonin (5-HT)] system [14,26]. These monoamines were elevated during the postnatal period in different brain regions [27,28]. These elevations were reported in rat [29], mice [30], guinea pig [31] and chick [32]. In addition, this development might also reflex the elevation of sympathetic activity with the age progress.
Bit Adjusting Image Steganography in Blue Channel using AES and Secured Hash Function

-Transmitting secret information through internet requires more security because of interception and improper manipulation by eavesdropper. One of the most desirable explications of this is “Steganography”. This paper proposes a technique of steganography using Advanced Encryption Standard (AES) with secured hash function in the blue channel of image. The embedding system is done by dynamic bit adjusting system in blue channel of RGB images. It embeds message bits to deeper into the image intensity which is very difficult for any type improper manipulation of hackers. Before embedding text is encrypted using AES with a hash function. For extraction the cipher text bit is found from image intensity using the bit adjusting extraction algorithm and then it is decrypted by AES with same hash function to get the real secret text. The proposed approach is better in Pick Signal to Noise Ratio (PSNR) value and less in histogram error between stego images and cover images than some existing systems.
FACE RECOGNITION USING LDN CODE

- LDN characterizes both the texture and contrast information of facial components in a compact way, producing a more discriminative code than other available methods. An LDN code is obtained by computing the edge response values in 8 directions at each pixel with the aid of a compass mask. Image analysis and understanding has recently received significant attention, especially during the past several years. At least two reasons can be accounted for this trend: the first is the wide range of commercial and law enforcement applications, and the second is the availability of feasible technologies after nearly 30 years of research. In this paper we propose a novel local feature descriptor, called Local Directional Number Pattern (LDN), for face analysis, i.e., face and expression recognition. LDN characterizes both the texture and contrast information of facial components in a compact way, producing a more discriminative code than other available methods.
Optimal Power Flow Model of Radial Distribution Feeders

For an existing IEEE 13-node feeder, Genetic Algorithm (GA) based method is applied to determine the optimal solution to the DOPF problem. An approach to solve optimality problem was proposed, in which a compromise is made on optimality in order to reduce the computational burden. In this paper a 9-bus feeder circuit is developed and performed power flow studies by using MATPOWER 4.1 software. The previously proposed GA method is compared with it, in terms of both optimality and computational burden. When compared with GA-based method, newly proposed heuristic solution method yields to superior solutions reasonably close to the global optima at a significantly reduced computational burden, demonstrating that the heuristic solution method has the potential to improve distribution system operation in practical real-time applications. The results show that the GA-based method yields solutions in terms of optimality but at a rather large computational cost, making it unsuitable for practical
ENHANCED TAGGING AND CONTENT FILTERING MODEL FOR WEB PORTAL

- Collaborative tagging is one of the most diffused and popular services available online services. The important purpose of collaborative tagging is to loosely classify resources based on end-user (cid:146) s feedback. Tagging allows end user to loosely classify either offline or online resources based on their feedback, expressed in the form of tags. In this paper focus on the privacy-preserving collaborative tagging service, by showing different and specific privacy-enhancing technology with namely tag suppression model. Tag suppression model can be used to protect end-user privacy. In addition, it analyzes the different multi language filtering model approach can used to effectiveness of a policy-based collaborative tagging system that supports enhanced web access functionalities, like content filtering and discovery, based on preferences specified by end users.
Outlier Analysis Approaches in Data Mining

— Data Mining is used to the extract interesting patterns of the data from the datasets. Outlier detection is one of the important aspects of data mining to find out those objects that differ from the behavior of other objects. Finding outliers from a collection of patterns is a popular problem in the field of data mining. A key challenge with outlier detection is that it is not a well expressed problem like clustering so Outlier Detection as a branch of data mining requires more attention. Outlier Detection methods can identify errors and remove their contaminating effect on the data set and as such to purify the data for processing. Detecting outliers and analyzing large data sets can lead to discovery of hidden knowledge in area such as fraud detection, Terrorism Activities, telecommunication, web logs, and web document, etc. In this paper, we explained five types of outlier, different approaches to detect outliers, their advantages and disadvantages and applications.
A PROPOSED NOVEL INHIBITOR STRETCHING PROCEDURE FOR POSTERIOR SHOULDER TIGHTNESS

Background: Posterior shoulder tightness has been proposed to contribute to or cause a myriad of shoulder conditions. The tightness of the posteroinferior capsule and the teres minor and infraspinatus muscles of the posterior cuff has been hypothesized to cause osteokinematic [e.g., limited glenohumeral (GH) internal rotation] and arthrokinematic dysfunctions (e.g., decentralization of the humeral head). A number of interventions have been successful in the restoration of or at least improvement in posterior shoulder flexibility including joint mobilizations (e.g., posterior glide) and posterior cuff stretches. The two most common posterior cuff stretches, the sleeper stretch and the crossbody stretch, mimic the position of two common impingement Orthopaedic provocation tests. Despite the success of stretching to help optimize tissue extensibility to help prevent injuries, these stretches have been reported to cause pain in some symptomatic subjects. For these reasons, the authors propose creating an alternate posterior shoulder selfstretching technique that facilitates the inhibition of the target region. Aim: Therefore, this paper aims to introduce a novel stretching protocol that utilizes a form of reflex inhibition to help relax the muscle during the stretching procedure to increase efficiency and reduce pain during the stretching maneuver. Underlying Principles for the Proposed Stretching Maneuver: This novel stretch is an active-assisted maneuver using a form of reciprocal inhibition. The authors propose that muscular inhibition through Ia afferents can be applied in a more global manner by muscle contraction of the anatomically remote posterolateral hip cuff musculature (gluteus maximus and medius) to inhibit the target muscles of the posterior rotator cuff of the scapulohumeral joint (infraspinatus and teres minor). This novel inhibitory stretching technique is referred to as Inhibition Stretching (IS), and the specific technique utilized in this study is the Clam Shell Bridging Maneuver. This technique is recommended for overhead athletes with and without shoulder pain and limited GH IR. Summary: The authors have proposed a novel stretching procedure, the Clam Shell Bridging Maneuver, that is hypothesized to reduce the muscles guarding, and resistance of the shoulder girdle during stretching and also position the athlete in a way that helps minimizes pain and impingement during the stretch while still providing stabilization to
The emerging market of propolis of stingless bees in tropical countries

Propolis is hive product containing chiefly beeswax and resin derived from plant tissues or exudates. Many health benefits derived from propolis have been pointed out. International market of propolis is represented solely by propolis produced by Apis mellifera. In tropical countries there has been a trend toward consumption of products from hives of native bees. Among them stand out species of Meliponini, many of them characterized as stingless bees. Studies about propolis of stingless bees have indicated that they are chemically similar with honey bee propolis. Several biological activities of propolis of stingless bees have been reported, such as antimicrobial and anti-tumoral. Stingless beekeeping is an emerging market in several parts of the world, with the possibility of being practiced in forest habitats. In Brazil, it has favorable perspectives of bringing about economic, social and environmental benefits.