Volume 9 | Issue 11

 Abstract

In today's world, networks are significant, and cyber security has emerged as an essential study field. An intrusion detection system (IDS), a significant cyber security method, keeps track of the condition of the network's software and hardware. Existing IDSs still confront hurdles in increasing detection accuracy, lowering false alarm rates, and identifying novel assaults, despite decades of research. Many academics have concentrated on building IDSs that employ machine learning approaches to overcome the difficulties mentioned above. In this paper we are evaluating the performance of various classical algorithms such as SVM, Random Forest and Naive Bayes to detect attacks on network using IDS datasets such KDD, NSL but this classical algorithms unable to predict dynamic (if attacker introduce new attacks with changes in attack parameter) attacks and need to be trained in advance to detect such attacks to overcome from this problem we are evaluating performance of Deep Neural Network (DNN) algorithm with dynamic attack signatures and detection accuracy of DNN shown to be better compare to all classical algorithms. Deep learning is a field of artificial intelligence that has an impressive results and is now a hotspot for study. This survey presents an IDS taxonomy that classifies and summarizes machine learning- and deep learning-based IDS literature using data objects as the primary dimension.

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 Keywords

machine learning; deep learning; Extreme Machine Learning; intrusion detection system; cyber security

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Diabetic foot ulcer is a common burning problem in the society and one of the major complication requiring amputation of the limb. The number of Patients suffering from Diabetes Mellitus is on rise, approximately 30- 35% of total population is getting affected. Foot ulcer is a complication affecting approximately 15% of people with Diabetes. Rajani dwaya Avachurna is taken up for this study. Rajani and Daruharidra has the property of vrana shodana, vrana ropana, krimighna, vishaghna etc and the overall efficacy is compared with Kaseesadi churna avachurnana which is already established. In this study, 40 patients of Dushta Vrana w.s.r to Diabetic foot ulcer were randomly selected and assigned in to two groups of 20 Patients each . Group-A as Trail group, was treated by Avachurnana with Rajani dwaya churna for Thirty days and Group-B , as Control group was treated with Kaseesadi Avachurnana for same duration. It was observed that Rajani dwaya Avachurnana group had better effect in reliving the Discharge ,when compared to Kaseesadi churna. Where as in rest of parameters like Pain, Numbness, Foul smell, Size and Floor of ulcer, Kaseesadi churna fared better. No untoward effect was noticed during the study period.

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 Keywords

Dushta Vrana, Rajani Dwaya, Diabetic Foot Ulcer

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Inspit of having a great treasure of useful drugs, Unani medicines are not so popular in medical world due to many reasons includind lake of scientific evaluation and drug standardization. In that connection we put a Unani formulation in the form of cream for clinical trial for the common compliant of vaginal dryness during menopause. It is the most common problem females are facing today. Cream contains Aliwa, Roghn-e-Zaitoon, Roghan-e-Karanj and Post-e-Amaltas. The cream was applied locally in the vagina daily at bed time for seven nights. The patients were kept under observation and improvement was recorded in each alternate days follow up. The result was very encouraging as near about all patients were found satisfactory relief without any complication.

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Aliwa (Aloe vera) Roghan-e-Karanj(Karanj oil) Post-e-Amaltas (Bark of Cassia fistula) Roghan-e-Zaitoon( Olive oil)

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An infectious region of a brain tumour must be identified, segmented, and detected, a time-consuming and arduous process. An MRI, an image processing concept, can show the various parts of the patient's psyche. Detecting abnormalities in the human brain with simple imaging methods is extremely difficult. Many imaging modalities are used in an MRI procedure to scan and preserve the inner brain structures, including a magnetic resonance imaging (MRI). Medical images can be improved for an accurate diagnosis employing a balance contrast enhancement technique that is the focus of this article (BCET). This is followed by picture segmentation. Fine edges are finally detected by employing the Canny edge detection method. The experimental results showed that the proposed technique was about 98 percent accurate in recognizing the tumour and natural regions of the brain in MRI images.

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Balance Contrast Enhancement Technique (BCET), Canny Operator, Edge Detection, Image Segmentation, Magnetic Resonance Imaging (MRI) Images, Tumor Pathology.

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Digitalisation, Growth and development, Internet Subscribers, E-commerce, Online transaction

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Each student has unique personality,preferences and learning style. Instructional transactions based on innovative initiatives, differentiated paradigms which intensify appropriate processes, integrated thematic conceptualization and interdisciplinary approach to curriculum are recently gained much research support. It highlights the need for developing a discourse based on differentiated instruction which plays a vital role in constructing a positive learning climate in the class room.Making use of multisensory teaching is one of the key factors ought to consider for helping the learners to retain the given information and it incorporates three main learning styles: Visual, Auditory and Kinesthetic.. This experimental study explains the effect of three select differentiated practices on Visual students.

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: Differentiated Practices,Visual Students, ,Graphic Organizer

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effectiveness, evaluate, computer aided teaching programme, knowledge, attitude

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Storytelling, mind mapping, theatre, innovative ideas

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In India , many time witness coinfection of Dengue and scrub typhus during monsoon and post monsoon period as an acute febrile illness. The aim and objective of present study is to assess the prevalence of coinfection in our rural hospital in acute febrile cases . we found that 0.15% of patients was having dual infection of dengue and scrub typhus among the patients admitted during last year.

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dengue, scrub typhus, Dengue Ns1Ag, IgM antibody for dengue and scrub

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Extended release dosage forms cover a wide range of prolonged action preparations that provide continuous release of their active ingredients for a specific period of time. Labetalol used for the treatment of hypertension. The extended release matrix tablets of Labetalol HCl utilize release retarding ability of Eudragit RSPO and Lubritab in different ratios polymers to extend the release of drug over 12 hrs period thereby improve its bioavailability. The tablets were prepared by using wet granulation method.. Extended release matrix tablet of Labetalol HCl were formulated by using different ratios (1:0.5, 1:0.3, 1:0.2, 1:0.1) of polymers. The formulated granules blends were evaluated for angle of repose, tapped density, bulk density and compressibility index. The formulated tablets were subjected to thickness, weight variation test, hardness test, friability test and assay and all parameters are within the limits. In-vitro dissolution studies were carried out by using USP dissolution apparatus Type 2 (paddle type), first 2 hrs in water as a media at 50 rpm for a total period of 12 hrs. Based on the dissolution data comparision with innovator product, among 8 formulations the F7 formulation was found to be optimized formulation. The drug release of formulation F7 followed first order and higuchi kinetics and the mechanism was found to be Fickian diffusion.

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Labetalol HCl, Hydroxy Eudragit RSPO, Lubritab, Wet granulation, Extended release and evaluation.

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cyber security, cybercrime, social media, cloud.

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Creative Commons Attribution 4.0 and The Open Definition

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Sensibilities, Culture, Tar Baby

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Governance, good governance, development, network governance, human development

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Self Help Group (SHG) is an informal group of individuals who came together to improve their economic condition. SHG is constituted with a small group of 10-20 members who works together for uplifting their standard of living. This program runs in most of all parts of India providing financial strength for the betterment of poor people and entrepreneurs. Many such programs are already going through SHG, NGOs, Banking sector, Micro Finance Institutions, etc., in Poorvanchal region of Uttar Pradesh, as well. People who have some skill, wants to become an entrepreneur or wants to do some other work independently, but having lack of financial strength, are helped by giving micro-credit by SHGs and many such institutions. This paper is focused on present working condition of SHGs in Poorvanchal region, with an objective to find out the problems inherent in such schemes. Trying to know whether it is beneficial for the development of individual as well as for the whole area in present form or not. It also focusses on the problems or challenges faced by entrepreneurs and include some suggestion for the improvement in SHG schemes.

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Self Help Group, Micro Credit/ Financial Institutions, Entrepreneurs.

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The optical surfaces of amateur astronomical telescopes tend to get cooler than the ambient temperature and thus have dew condensation on them which ruins the observation session and if not taken care of can also damage the optics. The problem of dew condensation is quite serious with refracting and catadioptric telescopes which have their front optics at the top end of the tube. The problem is not very severe with the primary mirrors of Newtonian telescopes as they are situated at the bottom of a long tube but the secondary mirror and finder scope (which by default is a small refracting telescope) are prone to fogging up with condensed water. The system that we have designed and tested is a smart dew removal system which is an optics heating system that does not need adjustments by the telescope user once powered on and adjusts the temperature of the heat belts as required by calculating the dew point and the tube temperature with the help of appropriate sensors. The system also has an IoT interface wherein it can push the parameters measured and temperature changes made to a server of a free IoT app called Blynk from where the user can monitor the same on his smart phone.

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Amateur astronomy, Telescope, Dew-shield, Dew-heater, Microcontroller, IoT, Heat-belts

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Abstract In this study an endeavor is made to summarize the findings of the current study and offers suggestions to eradicate the child labor. Hence, the present study is an empirical attempt to analyses the causes and impact of child labor in Udaipur the children who are supposed to be hidden in the hearts of their mothers and enjoying immense affection of their parents, are in millions, compelled to work as laborers. the paper aims to examine and identify main causes behind child labor and psycho-social & economic impact of working children. The main suggestion of the researcher is News ticker or crawling should also use to spread awareness regarding social evil like child labor and Media should play an important role in educating the public about child rights. It should draw attention of the policymakers to the violations of child rights and Sensitization across society by street plays on several themes raising child labor as a social evil.

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: child labor, human trafficking, workplace, working children

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Cavitation, Drag, Supercavitation

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Micro-Learning, Training, Hospitality industry

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Abstract A midwife is a health professional who provide continue support and care for women during pregnancy, labour and child birth. A Midwife helps to stay healthy in pregnancy and provide full antenatal care, including parenting classes, clinical examinations and screening and. Identify high-risk pregnancies if no complications arise, to give birth with little intervention. Midwives also provide care for first few weeks following the birth. Teach new and expectant mothers how to feed, care for and bathe their babies. Pregnant women who received prenatal, intrapartum, and postnatal care primarily from a midwife were less likely to deliver prematurely (before 24 weeks) and needed fewer medical interventions, compared with women cared for by obstetricians or family physicians. The main benefits were that women who received continue midwifery support during labour less likely to have an epidural. In addition, fewer women had episiotomies or instrumental births. Women's chances of a spontaneous vaginal birth were also increased and there was no difference in the number of caesarean births.

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Midwifery model of care, Midwife, Midwifery support, Continuous labour support

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