Volume 8 | Issue 5 |

 Abstract

Machine learning methodology is being implemented in cyber security like never before. Starting with Classification of IP traffic, malicious intrusion detection filtering, ML is one of the promising reactions that may work against zero day attacks. New research is carried out using the techniques of statistical traffic and ML. This paper is a concentrated applying machine learning algorithm on cyber data set and its use in cyber analytics for intrusion detection, classification of network traffic and email filtering applications. Each method has been identified and summarized on the basis of relevance and the number of citations. Since ML approaches are essential, data sets include some well-known datasets. In addition, some suggestions are presented for using a certain algorithm. Various attacks were categorized using the Machine learning algorithms and each algorithm was eventually assessed for performance.

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 Keywords

Machine Learning , Cyber Security

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The purpose of the present study was to investigate into the most important reasons of dropout among Junior Track and Field athletes of Kerala. Participants were ex junior Track and Field athletes from Kerala (N = 300, 150 male and 150 female) who have won medals minimum at the state level Athletics Championship. For collection of required data the investigators administered the self made questionnaire of reasons for withdrawal from Track and Field. For the purpose of analysis and interpretation of data descriptive statistics were used. Frequency and percentage were computed for find out the major motives for dropout. In order to examine whether gender have any significant impact on dropout reasons, Chi square test was used. The result of the study shows that the most important reasons behind athletes� decision to curtail their Athletics career were performance stagnation, Injury or repeated injuries, financial constraints, academic priority and lack of motivation. The result of the Chi square test indicated that gender has no significant impact on the reasons of dropout.

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 Keywords

Drop out, Withdrawal, Junior athlete, Performance stagnation, Injury

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The lockdown due to Corona virus pandemic has challenged the medical fraternity across the globe but could not dare to dishonor the zeal of teaching of the teachers. To ensure that there is no loss in the education and students get full-access to classes, like before, teachers opt for online teaching. But, do the teachers were prepared for this paradigm shift? Do they have knowledge of teaching learning with technology? So, this paper provides the opinion of 50 B.Ed. teachers doing teaching and learning with technology in this lockdown period and also discusses the suggestions after findings of the study.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

ICT, technology, covid-19, pandemic, lockdown, opinion, technology, education, work from home.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Social inequality, as a negative outcome of urbanization, results in a social exclusion, segregation that limits people access to resources, essential services, political and economical rights by restricting people's participation in the city planning process in fair terms. This social exclusion ends up with various challenges such as urban poverty, unemployment, income inequalities, crime, delinquency, gender disparities and other social conflicts which need careful consideration. The fact cannot be overlooked that the current urban planning policies and programs lacks in evaluating the multidimensional impact of social inequality. Thus, this paper focuses on the significant aspects and scope of social inequalities in urban areas along with determinants and consequences with the emphasis on the importance of inclusive planning strategies to ensure social stability within a city.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Social conflicts, Gender disparities, Crime, Unemployment, Inclusive planning

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The whole study is about implants used in the breast cancer therapy. Breast cancer is widely spread in all over the world. Which is to be more dangerous in upcoming years. Various types of implants are widely used in the therapy some of them are safe but risky while they are using. In this study etiology of breast cancer is studied. Based on this various types of therapies are studied. According to FDA these implants are useful or not is also studies. One of the most common and popular cosmetic surgery procedures performed in UK is breast augmentation surgery with more than 11,135 treatments conducted only in 2013. According to one of the estimates, above 30,000 breast implant procedures are performed every year in UK (NHS, UK). Permanent breast augmentation surgery is a surgical prosthesis that is used for modifying the shape, size, form and texture of the woman�s breast. There can be three major purposes for the use of breast implants 1. Reconstruction of breast 2. For correcting the genetic deformities or defects of the chest wall. 3. Aesthetic. Required information was collected through literature review

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 Keywords

Breast cancer, various factors , chemotherapy, radiation therapy, history of breast implants, risks of breast implants, Implant vs. flap reconstruction, Comparing saline and silicone implants. Difference between silicone and saline implants.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The adjustment term copes with inner tensions, needs, conflicts, frustration and is simultaneously able to bring coordination between individual inner demands and those imposed by the outer world. For a student this is important for understanding his/her interest, skills, and achievement level and contribution ability in society. That is why the study is considered important to understand students in a better way. For the present study the researcher applied descriptive cum survey method. For present study researcher tooks a sample of 100 students from Nehrugram city of block Raipur of district Dehradun of Uttrakhand by implementing systematic randomization technique of sample and collected data with the help of standardized tools of creativity and adjustment and found that there was no significant difference found between the boys and girls in the level of the creativity of junior secondary government and private schools of urban and rural area.

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 Keywords

adjustment, education, junior level, secondary level

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In this paper a multi-band slot micro strip antenna is designed for 4G applications. The antenna consists of an inverted HE shaped slot on the patch and a rectangular slot in the ground plane. The proposed multiband antenna is designed for three different substrates which are FR-4, Rogers 4350 and RT-Duroid, keeping the height of the substrate constant at 3mm. Different parameters which are Return loss, VSWR, directivity and gain are studied and compared. The antenna is been design and simulated using the IE3D software.

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 Keywords

4G, Multiband, Slot antenna, IE3D

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Rape is a heinous crime that is considered graver than murder. It is a crime of violence that not only damages the body but which also leaves a permanent scar in the mind of the victim, and when it occurs within the four-walls of a matrimonial home, it reduces the woman to the status of an object used merely for sexual gratification. Marital rape is sex by a husband with his wife without her assent by compulsion or threat. In India, rape is a penal offence under S.375 and S.376 of IPC. Surprisingly, it unequivocally avoids marital rape from the ambit of conviction. The woman has and still continues to be victimized by man and society. The patriarchal power structures have deemed marriage to be a license to legal unwilling sex. There is a total negation of the self worth of a woman. Even as we celebrate 70 years of independence, the women in our country are still not truly free and independent and continue to live under the realm of darkness and fear. This paper significantly focuses on the violation of the fundamental rights of women guaranteed by the Constitution of India and the status of marital rape in India and different countries of the world.

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 Keywords

Marital Rape, Law, Violation of Rights, Violence against Women, Crimes against Women

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In this millennium, the computer technology is emerging in large areas of specialization. People have been using the computer to make life easier. Internet today has become a new way of life. Every year millions of people buy computers to get connected to the World Wide Web (WWW).The Internet is expected to take over our lives. Internet is going to be used to buy groceries, pay phone and electricity bills and check your bank account. All of these can be done by using the Internet. Online services are also used in education. There are many online services such as online registrations for new students, online result to check examination result, online experiment and distance learning. Currently, we are starting to have online exam where the students can give the exam based on their intelligence using the Internet. Students who have registered for exam will be recorded in the database. After that the website give an ID to the student where user can login for give the exam. When the students finish their final examination, the student wants to see their result. The main problem of this whole process is that the system cannot transfer the data to the students directly and they have to go through certain procedures before the students obtain the results. Moreover, the students always receive their results late. This is the main complaint that was received from the parents. In the online examination only authorized personnel are allowed to enter the grades, the overall process is very slow. To overcome these problems, this thesis proposes an online examination result. With this new system ,the students can view their results faster and easier using their home computer or cyber cafe as long as the computer is connected to the Internet. Online System can reduce paperwork before producing the result. Generally, the web-based system can help the students to get faster result through the Internet. Students will have the opportunity to view their results. By using web-based online system, students will not have to wait for a long time to review their results. Moreover the test conducted will be adaptive. This means that the difficulty level of questions will upgrade or degrade according to the answers given by students in each question. For each correct answer, the difficulty level of next question will upgrade and for each wrong answer, the difficulty level of question will go down.

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 Keywords

adaptive, items, performance, CAT, IRT, collection, termination

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Admission system in college nowadays is a great hassle to deal with, for the students as well as the college staff.After completing the secondary board exams, a huge number of students apply for admission in various colleges and it becomes hectic for them to reach every college and fetch the info about the college�s admission process. The college staff as well need to answer many students and solve their queries.So to deal with this problem, we came up with a solution of creating a chatbot that can work on the college�s admission portal and answer the queries of each student which will the decrease the load on college staff as well as help students ease up in the process of applying for admission in a college.With the use of chatbot there would be zero doubt space since it would be a direct communication between the student and college as all the answers that the chatbot would come up with to answer the doubts would be fetched from college�s admission portal database

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Admission portal, artificial intelligence, Chatbot

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Creative Commons Attribution 4.0 and The Open Definition