Volume 10 | Issue 4 |

 Abstract

Human activity detection is basic requirements especially within smart environments like smart homes. The primary requirement of smart environment is energy conservation. To achieve this, first target to detect the human activities accurately using neural network-based approach. This paper presents a unique combination of CNN with pruning and edge detection mechanism to accurately detect human activities. The entire process of human activity detection is portioned into set of phases. In the first phase, data acquisition is performed. The CNN with pruning and edge detection utilised KDH dataset derived from Kaggle. In the second phase, pre-processing to eliminate the noise from the image frames. In the third phase, edge detection and feature extraction were ensured. In the last phase classification is performed. The result of the human activity detection mechanism is expressed in the form of classification accuracy. High classification accuracy of over 95% was observed.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Human Activity, CNN, Pruning, Feature extraction, Classification accuracy.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Anarchism- War- Violence- Passive Resistance- Mutual Cooperation- Sustainable development

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Creative Commons Attribution 4.0 and The Open Definition

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In this paper, we introduce a new class of sets called gN*-closed, ?gN*closed sets and its properties are studied and we introduce a new concept of quasi-normal spaces called quasi N*-normal spaces by using N*-open sets due to G. Navalagi [6] in topological spaces and obtained several properties of such a space. Further we obtain a characterization and preservation theorems for quasi N*-normal spaces and by using N*-open sets.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

N*-closed, N*g-closed ?gN*-closed, N*-open N*g-open,?gN*-open sets, ?gN*-closed, almost ?gN*-closed, ?gN*-continuous and almost ?gN*-continuous functions, N*-normal spaces, mildly N*-normal spaces and quasi N*-normal spaces

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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Recommendation Systems are an information platform that assists users in finding items that meet their needs from a large number of options. The main goal of developing a recommender system is to provide the relevant content out of irrelevant.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Filtering, Recommender System, Recommender, vector similarity, and cosine matrix

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

A high performance chromatography combined with photodiode cluster locator strategy was created for the recognizable proof and measurement of phytochemical constituents present in vitex trifolia.To study phytochemical profile of leaves to isolate the mixes by utilizing segment and dainty layer chromatography methods to distinguish the phytochemical constituents by utilizing UV, FTIR TLC and HPLC examination of extricated plants part like leaves. So many chemicals and mixes were identified by utilizing HPLC procedure and correlation with standards.V.Trifolia is one of the underutilized restorative species with incredible pharmacological potential.

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Creative Commons Attribution 4.0 and The Open Definition

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Comprensive study in Phyto-Chemical Constituents of Vitex Trifolia

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This study was undertaken to find out if the menopause type had any effect on Headache charecteristics. For this study 300 samples were selected and details were collected throught Interview schedule method. The study concluded that there was a significant association between duration of headache and type of menopause among post menopausal women and there was a significant association in the severity of headache and type of menopause.

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Creative Commons Attribution 4.0 and The Open Definition

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WOMEN, POST MENOPAUSE, HEADACHE, MENOPAUSE TYPES, HORMONES

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Creative Commons Attribution 4.0 and The Open Definition

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ABSTRACT Historically, human settlements followed land terraces and banks close to watercourses, but avoided main riverbeds because of flood risks. Especially during recent decades, enlarging human settlements like cities broke this habit and extended themselves within riverbeds, with the help of grand works of river regularization. In the same period, intense local and regional deforestation changed the flow regimes of large river basins, in the sense that rivers increased basic and flood volumes of waters. By the time human settlements and agglomerations already went a long way in incorporating riverbeds, changes in hydrological regimes determined that river systems found their old natural course and flooded the primary river beds. Of all natural disasters, floods and Cyclones are the most devastating in Tamil Nadu. They often involve loss of human life and extensive material damage. This paper explains Sea Level Change and Losses through Natural Disaster- Some Remarks from Experience in the Port Cities during Ancient Tamil Nadu.

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 Keywords

Kollam Eyirpattinam, Arikkamedu, Kaviripoompattinam, Thondi, Marunkai, Korkai, Proto-Continent Gondwanaland , Sangam literature , Disasters, Floods and Cyclones.

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

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e-commerce, retail sector, retailers, customers

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Creative Commons Attribution 4.0 and The Open Definition

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: The concentration of organic production and outputs is crucial for the country's organic production to develop. The development of an effective marketing structure is critical for India's organic agriculture to thrive. In Guwahati, this article made a modest attempt to examine customer perceptions of organic products and marketing. The findings revealed that the majority of consumers, particularly in metropolitan areas, choose organic food products. Since organic product marketing is so poor in the studied area, demand for organic products is increasing but supply is quite low. The main causes include a lack of organic producers, a lack of suitable market facilities, a lack of outlets, a lack of awareness, and so on. As a result, if farmers and the government are interested in organic farming, it would be much easier to improve the marketing system for organic food items in Guwahati city.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Organic Products, Price, Health, Consumer satisfaction, Guwahati city

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Creative Commons Attribution 4.0 and The Open Definition