Volume 11 | Issue 3 |

 Abstract

Today's software systems give us a wealth of information about both the points where the system performs as expected and the points where it fails. The knowledge base which can be established with the help of this data will help us in delivering an insight for any future act or manner of performance for the specified software. This research aims at looking for machine learning algorithms which can aid us in anticipating the behaviour of the software in consideration and hence also give an idea about the spots where the output of the system is not as desired,.i.e a defective parameter. This paper mainly looks over the creation of a knowledge base with the previously tested data and also predicts the areas and data values where a user can expect the system to be showing erroneous behavior.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

software fault prediction, knowledge based system, correlation based feature selection, prediction models, supervised machine learning

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The objective of this qualitative study, conducted in India, was to assess the perceptions of parents with children with autism spectrum disorder about inclusive education. This qualitative study collected data from in-depth interviews with parents of children with autism. Thematic content analysis used Coded texts and topic identification procedures. Results: Seven themes were identified: 1) Teacher's Attributes; 2) Child Factor; 3) Social Inclusion; 4) Parent factors; 5) School services; 6) Parent Teacher Relationships and 7) Academic Extracurriculars. It was determined that one of the barriers to including children with autism was the lack of sensitization of teachers and the cultivation of their empathy. Conclusion: The parents of children with autism experienced a lack of active inclusion in schools. Children were primarily excluded in school in various activities, where the educator did not know inclusive techniques for teaching. To this end, parents felt the need for more practical knowledge about implementing the methods to teach those with special needs. The parents of children with autism attending inclusive settings were not satisfied with implementing inclusion policies and regulations. They feel that despite awareness, equal opportunities were not provided to these children.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Social Inclusion, Autism Spectrum Disorder, Inclusive Education, India

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In today's modern world people all around the globe are becoming more interested in their health and lifestyle. But just avoiding junk food and doing an exercise is not enough, we require a balanced diet. A balanced diet based on our height, weight and age can lead a healthy life. Combined with physical activity, your diet can help you to reach and maintain a healthy weight, reduce your risk of chronic diseases (like heart disease and cancer), and promote your overall health. A balanced diet is one that gives your body the nutrients it needs to function correctly. Calories in the food is the measure of amount of energy store in that food. Our body use calories for basically everything like breathing, walking, running etc. On average a person needs 2000 calories per day but specifically intake of calories depends upon persons physical aspects like weight, height, age and gender. So, your food choices each day affect your health -- how you feel today, tomorrow, and in the future. Thus, a proposed system gives recommend you a diet plan based on your physical aspects and your end goal.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Machine learning, Diet Recommendation, Food recommendation

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Tourism is a thriving industry and a vital employment sector in many developing countries. Today many travellers flocking to different parts of the world, and tourism is considered as one of the most practical commercial markets in the world. Nagaland is a land of treasure trove of culture, developed over many years and manifested in the form of arts, works of literature, customs, traditions, linguistic expressions, artifacts, heritage sites preservation and more. Cultural tourism is one of the fastest growing sectors of the tourism industry, it includes the conservation and promotion of Culture in the midst of Cultural diversity in Nagaland. Culture and tourism have a shared beneficial relationship to strengthen the attractiveness, beauty and competitiveness helps for the development of tourism. Tourism helps to bring the sustainable development, and to solve the balance in economic development and cultural preservation in Nagaland. Tourism and culture in Nagaland often made more visitors to use suitable tourist sites as a means of cultural identity. Promotion and preservation of traditional culture helps identifying, recording, analysing the changing world of future generations and keep up the identity of the State. This article examines how Nagas--the Indigenous peoples of Nagaland--Conservation of culture and cultural self-determination through touristic cultural performances held during the festivals brings tourist attraction and development. Preserving rich Naga culture and traditional heritage helps for the promotion of tourism in Nagaland, and tourism helps for the conservation of culture as inter- related.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Nagaland, Tourism, Culture, Preservation, Promotion, Development

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Load forecasting (LF) is an important process in forecasting future load for sustainable power system operations and control. Due to deregulation of electrical markets, load forecasting has attracted many researchers and hence accurate load forecasting is very much needed. LF is categorised based on time horizons. Neural network based Convolution Neural Network (CNN) is used to forecast short-term load for Tumakuru, a city in Karnataka, India. RMSE and MAPE are performance metrics with temperature and humidity as two weather factors.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Load forecasting, Short-term load forecasting, Convolution Neural Network, Weather factors, Performance metrics.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The cases of missing children and women are a major concern nowadays. This project tells us about the android application which has features of tracking the children and women. The exact location of the victim can be tracked by GPS service. GPS will be used for network services and it also provides internet. The project is aimed to prevent kidnaps of children and women trafficking and it monitors the mentally handicapped people. It is a real time implementation. The system is intended for both parents and kids. The system consists of a GPS node microcontroller, and an alert button is also included in the system. Both the parent and child modules will be linked to the web server. Thus the web server will act as a middleware between two modules. Parents should contain an Android smartphone and the child should have the tracking system. Node microcontroller will be used for interaction between the tracking device and web server. The child or woman can be monitored by the parents from any location. With the use of an Android phone and GPS tracking device we can find the exact location of the child or woman. The Android phone will be with parents, which include the application and tracking device will be kept firmly in the child's backpack. An alert button will be installed on the tracking device. Whenever the alert button is pressed it will send an alert to the parent indicating that the child or woman is in danger.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

SMART SAFETY DEVICE FOR WOMEN USING IoT

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Citalopram, first order derivative, ICH guidelines, Area under curve method.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The report deals with evaluation of the performance of Landfill Leachate treatment using natural adsorbents. Inorganic and organic pollutants present in the Leachate continue to pose major problems in receiving water bodies and to the environment. To overcome such problems, natural adsorbent materials are used to minimise their negative environmental impact. In order to find out the effective natural adsorbents for the treatment of landfill leachate, two locally available low cost adsorbents such as Coir Pith coconut shell and activated carbon. Several studies suggest that pollutants such as heavy metals, industrial dyes, pharmaceuticals, organic contaminants can be successfully adsorbed on to coconut biomass. The abundance in availability, renewability and high adsorption are the useful advantages conferred by coconut by- products. This review has focused on all the valuable studies reported on the facile valorization of various coconut palm wastes such as shell, husk, coir etc.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Adsorbent, Leachate, Biomass

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Farm crops are frequently destroyed by neighbourhood animals including buffalo,cows,goats,birds,etc.For the farmers ,this results in enormous losses.Farmers cannot block entire fields or remain on the field all day to secure it.Hence,we suggest a mechanism for automatically protecting crops from animals.This system is microcontroller based and uses microcontrollers from the arduino family. A motion sensor is used by this system to identify approaching animals close to the field.The sensor instructs the microcontroller to operate in this situation.The microcontroller now plays an alarm to tempt the aniamls out of the field and sends an SMS to the farmer so that he is aware of the issue and may react by being present at the scene in case the animals dont flee after hearing the alarm.This completely protects the crops from animals preventing loss to the farmer.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Arduino UNO,GSM/GPRS Module,Speakers,IR Sensor,Relay,LED

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

COVID-19 an infectious respiratory illness caused by the sever acute respiratory syndrome-coronavirus-2 (SARS-CoV-2), has now spread to multiple countries including INDIA. The outbreak of corona virus disease-2019 (COVID-19) caused by SARS-CoV-2 has threatened health worldwide. There have been about approximately 96000 reported cases of corona virus disease 2019 and 3300 reported death to date (05/03/2020). The disease infected by the contact with infected droplets and the incubation period ranges from 2 to 4 days (8). Middle East Respiratory Syndrome (MERS) and COVID-19 all of these viruses are responsible for effecting acute respiratory tract infections. The RT-PCR detection of viral nucleic acid test (NTA) was one of the most suddenly organized laboratory diagnosis method in a novel viral pandemic, just as in this COVID-19 outbreak (16). The symptoms normally between 2 and 14 days after exposure. RT-PCR for SARS-CoV-2 in an Indian council of Medical Research (ICMR) appreciate medical laboratory, data regarding clinical details, exposure history, hospital causes and outcome were collected in pre-designed perform.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

SARS-CoV-2, Epidimiology, Diagnosis, symptoms, RT-PCR, treatment, drugs.

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Creative Commons Attribution 4.0 and The Open Definition