Volume 11 | Issue 4 |

 Abstract

Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy. Customer segmentation is the process of dividing customers into groups based on common characteristics so companies can market to each group effectively and appropriately. In business-to-business marketing, a company might segment customers according to a wide range of factors. Creating a software application for customer segmentation for segmenting new customers into the right group for an automobile company, so the company can adopt the specific proven marketing strategy to each of them and be more successful in the business using classification algorithm.

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 Keywords

Customer segmentation, Prediction, classification models.

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Creative Commons Attribution 4.0 and The Open Definition

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There is an increased prevalence of overweight and obese undergraduate students which may be due to unhealthy dietary practices, decreased physical activity and sedentary lifestyle. This may further lead to decrease in their functional capacity and affect their overall health. This study was undertaken to identify physiotherapy students having reduced functional capacity and oxygen saturation. Six Minute Walk Test which included the measurements of Peak Expiratory Flow Rate, Oxygen Saturation and Rate of Perceived Exertion was done on a one to one basis. Body Mass Index, Waist Hip Ratio and Six Minute Walk Test of total 211 male and female physiotherapy students were assessed. Data was analyzed using descriptive analysis. Reduced Functional Capacity in students was identified and hence they were encouraged to adopt lifestyle modification with adequate physical activity on a regular basis.

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 Keywords

Body Mass Index, Waist Hip Ratio, Functional Capacity, Oxygen Saturation

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Creative Commons Attribution 4.0 and The Open Definition

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Brick are widely used construction and building material around the world. In this study, bricks are prepared from natural waste material which comprises of granite powder and rice husk ash. The main objective of this study is to reduce the quantity of clay with natural waste material. On the other side, proper and efficient disposal of natural waste is being the key factor in solid waste management in most of the Indian states . so we are efficient replacing the significant quantity of granite powder and rice husk ash in making lightweight bricks in appropriate proportions which gave compressive strength as similar as conventional brick. The average water absorption ratio and compressive strength obtain in this study are 15% and 3MPa respectively.

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 Keywords

Porotherm bricks

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Our country's main business is agriculture. The majority of people reside in rural regions and rely solely on agricultural products for their livelihood. The quality and yield of agricultural goods will decline in any plant that has the disease. Research and illness detection are therefore crucial. For disease to be successfully controlled and inhibited for practical cultivation and food preservation, genuine crop disease exposure and identification are essential. For farmers to succeed, early illness detection and diagnosis are essential.

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 Keywords

Machine Learning, Plant Disease, Image Processing

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Creative Commons Attribution 4.0 and The Open Definition

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In the days of the Internet, millions of users are using billions of websites in every fraction of seconds. The performance of each and every website depends upon some crucial factors. These factors are called web-metrics. It is crucial to evaluate them for better performance, security etc. These web-metrics consist of web-page load time, number of redirections, total number of pages, First Contentful Paint(FCP), Largest Contentful paint(LCP), Speed Index, DOM size, QLS etc. By evaluating these features we can understand how a website will perform during user usage. Also by evaluating them we can make necessary changes to improve the performance of the website. A huge amount of study is already going on by various researchers. In our paper we made a comparative study by using machine learning models like linear regression, SVM, Random Forest. Also we proposed a model by imposing an ensemble learning method with ML models which can predict the website's load time. Our model can also be able to give information about other web-metrics by evaluating this predicted web-page load time and the corresponding website URL. Our proposed model is directly trained by extracting web-metrics from the input URL. This hybrid model can be used by developers, Administrators to optimize and improve the performance of the corresponding website. Our proposed model is achieving a highly accurate(98%) predicted load time for websites and can successfully predict the other parameters of web-metrics. Also the proposed model is highly flexible to add or remove other web-metrics.

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 Keywords

Internet, web-metrics, FCP, LCP, speed index, DOM size, OLS, machine learning, linear regression, SVM, random forest, ensemble learning, URL.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract:This study has been undertaken to evaluate the Effectiveness of Reminiscence Therapy in terms of psychological well-being among senior citizens at residents of selected community at Meerut. The independent variable was Reminiscence therapy and the dependent variable was level of psychological well-being among senior citizens. 40 senior citizens, 20 in experimental group and 20 in control group selected in this study by Non - probability purposive sampling technique. The mean post-test score was 161.05 experimental group and 94.35 in control group. The calculated unpaired "t- test" score was 8.1788 for df 38 at 0.05 level of significance which was higher than the table value.

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Keywords: Effectiveness, Reminiscence therapy, senior citizens, psychological well-being, community, resident.

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The use of robotics technology in counter-terrorism and military operations has become increasingly prominent in recent years. With the development of vehicle automation, sophisticated machines such as unmanned ground vehicles have emerged as efficient and effective tools to aid soldiers in the battlefield. This project proposes the design and implementation of a Combat Soldier Assistance Rover for missions such as border patrol, surveillance, and active combat. Equipped with an automatic weapon, landmine detector, and robotic arm, the rover can inspect suspicious objects and detect and track human movement using computer vision. The remote operator can control the rover wirelessly and receive live video feeds from the camera to assist in the mission. This system aims to reduce military casualties and increase operational efficiency with less human resources required.

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 Keywords

Terrorism, Insurgency, Vehicle automation, Unmanned ground vehicles, Combat Soldier Assistance Rover, Border patrol, Surveillance, Active combat, Automatic weapon, Landmine detector, Robotic arm, Computer vision, Remote operator, Live video feed, Military casualties, Operational efficiency, Human resources

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Creative Commons Attribution 4.0 and The Open Definition

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Yoga and exercise are can become our daily habit which is very beneficial for all the age types throughout the world. Many of the people cannot afford a personal coach or a guide to teach them. Yoga is such a thing that a person has to do it correctly if they don't that can lead to directly on our health. Yoga maintains the health system, on our flexibility and helps in many more good aspects in our lives. It is a fact that yoga and exercise can lead to a happy and healthy life. Our algorithm is going to suggest proper and correct poses to the user through which they can get the best results staying at home only. The most important of yoga poses is known around the world and proves the health benefits preached by ancient sages. As yoga becomes more important, yoga faces the following important challenges: Computer vision technology provides a promising solution for assessing human posture. However, these techniques are rarely used in the areas of health and exercise, and there are no specific references or projects. Named after yoga.

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 Keywords

AI, Machine learning, CNN

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Jyotsnika is a renowned monograph on visha Chikitsa (Management of Poisoning) authored by Sri. Narayananan. It is composed of 21 chapters with 1139 slokas (Verses) which deals elaborate insight to different aspects of Visha (Toxin) as well as its management. Even though written in Malayalam, the regional language of the state of Kerala, the monograph also uses Sanskrit vocabulary in many instances and only Sanskrit verses in certain occasions. With roots in Ayurvedic samhitas, this treatise also derives its knowledge from traditional Dravidian system of toxicology and couples both in such a beautiful manner there by becoming a unique creation on its own. The practical approach of the treatment coupled with the mantra Chikitsa (Treatment through invocations), makes this book a treasure trove for physicians as well as scholars in understanding the lineage of the traditional visha Chikitsa sampradaya in Kerala as well as improving the arsenal of medicaments for such cases. The Chapters or Adhikaras, cover almost all the practically encountered cases from identifying as well as treating the same. Hence, this is an attempt to inquire, scrutinize and acquaintance the pride of Keraleeya Visha Chikitsa to the Ayurvedic community and to the whole world.

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 Keywords

Jyotsnika, Visha Chikitsa, Agadatantra

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Creative Commons Attribution 4.0 and The Open Definition

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Concrete is one of the most vital materials in construction industry. As the demand of concrete increases the Portland cement usage also increases due to the excess usage of cement, pollution also increases. To reduce the use of Portland cement in the concrete and utilization of industrial waste in the field of civil engineering. By introducing a new building material which significantly reduces the usage of Portland cement. On other hand the thermal power plants are consuming millions of tons of coal, in the process of power generation and as a result of that large quantities of fly ash is being produced which is a major problem. To overcome these two major problems i.e., to reducing the usage of OPC and proper utilization of fly ash, the concept proposed by Davidovits, is adopted to study new material called Geopolymer concrete

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 Keywords

concrete, GGBS, Fly ash, Silica fumes and Geopolymers

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Creative Commons Attribution 4.0 and The Open Definition