Volume 9 | Issue 6 |

 Abstract

In this paper we present the patient specific system proposed for exact and powerful recognition of ECG heartbeat design. As of late numerous works have been proposed for ECG information grouping or classification. Location of any problem in heart rhythm or any change in morphological feature which a sign of arrhythmia, so finding that change for the treatment of heart patients at the beginning phase assume an crucial job . we required a successful demonstrative system as natural eyes are ineffectively fit to distinguish the morphological variety of ECG signal likewise it is hard for specialists to break down long ECG records in the brief timeframe .In this proposed system include extraction for the morphological feature, which are extended onto a lower dimensional feature space utilizing Principal Component Analysis (PCA) and temporal feature from ECG database. Artificial neural networks ANNs is utilized for design acknowledgment. ANN is amazing assets for design acknowledgment, as it having the capacity to learning unpredictable and nonlinear surfaces. The ECG design arrangement execution firmly relies upon the description intensity of the features separated from the ECG data and the plan of the classifier. Nonstationary ECG signal is successfully dissected by the TI-DWT because of now is the ideal time recurrence confinement properties. PCA is notable measurable technique that has been utilized for information density, information investigation, excess and dimensionality decrease, and highlight extraction. PCA is the optimal linear transformation wherein we ?nds a projection of the info design vectors onto a lower dimensional feature space that holds the greatest measure of energy among all conceivable straight changes of the feature space .The proposed arrangement system can adjust noteworthy interpatient variety in ECG designs via preparing the organization structure, and in this way we accomplishes higher exactness over more and more datasets

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 Keywords

ECG, PCA, ANN, TI-DWT

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 Abstract

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Child psychology, Behavior of children, Digitalization

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India is an agriculture-based country, with about 70% of households reliant on agriculture, and farmers dedicating their entire lives to the country's economy. They have a huge problem when the crop isn't worth the price and they aren't aware of the crop's marketplace price. Price changes in agricultural commodities have a negative impact on a country's GDP. Farmers are hurt emotionally and financially as their complete hard work for the crop cycle is for nothing. Price prediction has become a highly critical agricultural problem that can only be solved with the data available. The purpose of this study is to forecast crop prices for the next rotation. Price forecasting could aid the agriculture supply chain in making the appropriate decisions to reduce and manage the risk of price variations. This work is based on identifying appropriate data models that aid in achieving high price forecast accuracy and prediction. This paper describes a system that employs data analytics approaches to forecast crop prices. The suggested system will use machine learning algorithms and Sequence modeling to forecast crop prices based on a variety of characteristics such as harvested area, yield, and so on. This gives a farmer an idea of the future price of the crop that he has planted. This model entails crop price forecasting. Crop price forecasting is a difficult task since it involves so many variables.

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Agriculture; Machine learning; Price Prediction; economic factors; Random Forest Regressor, MLP, CNN, LSTM

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 Abstract

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Thermoelectric, Loop, Compression Refrigeration System (CRS)

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A preliminary study of the genotoxic effect by Micronucleus assay (MNT) is attempted in the erythrocytes of the blood of the fish Cyprinus carpio exposed to lethal and sublethal concentration of deltamethrin and technical grade and 11% EC for a period of 4 days and 10 days respectively. It serves as a biomarker study that can be the indices of the toxic action of the toxicants both deltamethrin technical grade as well as 11% EC. The fish showed certain changes in the nucleus in the frequency of their occurrence which is in the order to technical grade lethal > technical grade sub-lethal > lethal 11% EC > sub-lethal 11% EC. The exposure of the MNT assay showed the alterations which are observed compared to the control as the small micronucleus, blebbed micronucleus, binucleated cell and notched nucleus. The changes with other earlier studies are going to be discussed with the available literature.

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: MNT assay, Cyprinus carpio, Deltamethrin, Synthetic pyrethroid, 11% EC, Technical grade, lethal, sublethal concentrations.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Esp32 cam, power supply, PIR sensor, relay, solenoid lock, Buzzer, push button and blynk app

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A huge population in India alone is of the dumb and deaf people. So the system is working on a glove based device which will be used for conversion of sign language (ASL) to speech. The basic system consists of a two parts; sign language recognition and conversion to text and further to speech. The sign language glove consist of a simple hand gloves fitted with flex sensors which is being used for the monitoring the amount of bend on the fingers. Flex means bend, this is the sensors that change the resistance depending on the amount of bend on the sensor. Data from the sensors is send to the Control unit which is the Arduino UNO the analog signals from the sensors are digitally converted and compared with the stored value for the recognition of sign and then displayed as a text on the 16x2 LCD and also gives a voice output via ARP33 module which stores the predefined voice inputs .

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Sign Language converter, Flex sensors usage, ARP33a module usage in Sign to speech converter, Low cost and effective Sign language converter

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Nanoanatase having photocatalytic activity was successfully prepared by hydrothermal method under controlled conditions using Titanium-iso-propoxide. It is one of the most commonly used semiconductor oxide for environmental photocatalysis, being of low toxicity, insoluble in water and stable to photo and chemical corrosion over a wide range of pH. Their properties, which are determined by the preparation method, are very crucial in photocatalysis. The advantages of the hydrothermal method are that it is an easy method to obtain nanotube morphology, variation in the synthesis method can be implemented to enhance the properties of TiO2 nanotubes, and it is a feasible method for different applications. A systematic characterization was done using XRD, BET, FTIR and SEM techniques. When compared to commercial form, nanostructures have several advantages like large surface area, controlled morphology, size, porosity to obtain desired surface chemistry

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Hydrothermal, anatase, photocatalyst

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Bardah is an accumulation of Ghaleez Balgham (thick phlegm) in the meibomian glands of the eye lid causes impaired function that produces swelling, pain and heaviness on the site of the gland. In modern, this condition can be correlated with chalazion, which is one of the commonest type of eyelid lesions seen in the ophthalmology clinic. Pathologically, it is a chronic granulomatous inflammatory lesion caused by the blockage of the meibomian glands. They usually are asymptomatic, may have a cosmetic blemish or may rarely cause local infections. The aim of the study was to evaluate the therapeutic effect of a herbal paste in the management of Bardah patient. It was conducted in the outpatient department of National Teaching Hospital of Ayurveda, Borella. In this study, a 42- year-old female patient came with complaint of a pea sized mass on her upper eyelid for 25 days. Based on the characteristic features the condition was diagnosed as Bardah and she was treated by an external application of a herbal paste over the lesion daily for 2 weeks. The results suggested that, the drugs under the trial had shown considerable improvement in the signs and symptoms of Bardah from 5th day on wards. Hence, it can be concluded that further trials should be done in large samples to evaluate the efficacy and safety of particular paste in the management of Bardah.

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Bardah, chalazion, cosmetic blemish, Ghaleez Balgham, herbal paste.

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 Abstract

Since independence ,we are trying to achieve the three main valuable golden words democratic, socialist and egalitarian free India. Preamble of Indian constitution assure justice i.e. political ,social and democratic to citizen of India. Reservation policy of India secure social justice and bring around equality. In start up of this research paper, historical reasons and need of reservation would be discussed. Reservation in India is Quota based affirmative action. Article 14, Article 15, Article 16, Article 46, Article 334 to Article 342 of Indian Constitution deal with reservation policy of India. Main focus will remain on evolution of reservation in India & formation of concept of reservation by Mandal commission, and aftermath of this report. In 1979, Mandal commission was established to access the situation of socially and educationally backward classes. In 1980, the commission submitted a report and recommended changes to the existing quotas, as to 49.5% and list of backward class went up to 2297 in number. In recent years it is cleared by supreme court that reservation can not be demanded as fundmental right, it is matter of discretion of states .In Maratha reservation case it is also cleared that state having no power to generate new backward class, only the President may by order appoint backward commission to identify new backward class.

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Evolution of the National Reservation Policy in the Aftermath of The Mandal Commission Report:

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