In the classification of heart disease data set a high dimensional is used in pre processing stage mining process. This raw dataset consist redundant and inconsistent thereby increasing search space storage data. To achieve accuracy we need to remove irrelevant present. The dimensionality reduction technique compress lower with some constraints. A framework integrated for easy prediction disease. created by using principal component analysis (PCA) extract features mathematical model computed...

Abstract The research in the detection of plant diseases using images based on machine learning is widely increased field agriculture. This could be done with infected rice ( Oryza sativa L.) plants. changes atmospheric condition cause soil and temperature. Both air temperature have distinct roles crops, which can also lead to In this paper, a prototype developed for like bacterial leaf blight, brown spot, smut. proposed by undergoing experiments image processing algorithms. Several are had...

Transformation in crop management systems, particularly creating an environment that gives rise to sustainable farming, is achieved due innovation and the advancement of modernized agricultural technology. Anyhow, meeting increasing food demand one great challenges stand front farmers. By taking into account, factors like soil, climate, seasonality, recommendation system plays a central role providing customized guidance Current models are often confined by paucity feature selection,...

Background/Objectives: EHR means the digital version of patients medical report, in store data real time, it contains medication and treatment history which includes broader view care also history, diagnosis, medications, plans, immunization data, allergies, radiology images, laboratory test results. Methods/Statistical Analysis: The main intention is to have access evidence based tools that health providers can make use decision disease diagnosis about delivery. current population India...

Stress is the way that everyone can respond actually, intellectually and sincerely to different conditions, changes requests in our lives. problems are a typical issue among working experts business today. With changing of life work societies, there an expansion stress representatives. However, numerous ventures corporate give emotional wellness-related plans attempt facilitate environment climate, long from control. When it comes Pregnant Women, uterus climate assumes fundamental part...

The present study discusses the trends in crop sector growth at national and sub-national levels India. Data on important variables such as area, production, input use, value of output were compiled for periods 1967-1968 to 2007-2008 from published sources. analysis reveals that cropping pattern India has changed significantly over time, with a marked shift cultivation foodgrains commercial crops. Among foodgrains, area planted coarse cereals is generally cultivated dry regions declined by...

Summary In this manuscript, a deep neural network is proposed by integrating improved adaptive‐network‐based fuzzy inference system (IANFIS) for branding online products to overcome these issues. Here, the sentiment analysis (SA) and prediction on future of that are extracted from twitter data carried out. After review process classifying as positive, negative, neutral assessments completely concentrated in three folds, brand out IANFIS weighting finally classify them. This scheme helps...

Wireless Sensor Networks(WSN) used in a variety of applications are usually unattended nature and highly susceptible to attacks such as eavesdropping, hardware tampering false messages. For secure communication among the nodes, Secret key cryptography is since it provides high security with low computing power. Existing management schemes does not guarantee level network performance. To handle problems, random seed distribution transitory cluster key, hybrid approach which integration both...

Cardiotocography (CTG) is a biophysical method for assessing fetal condition that primarily relies on the recording and automated analysis of heart activity. The quantitative description CTG signals provided by computerized monitoring systems. Even though effective conclusion generation methods decision process support are still required to find out risk such as premature embryo, this proposed outcome data can confirm assessment state after birth. Low birth weight quite possibly main...

Utilizing cloud computing, users can avail a compelling and effective approach for information sharing between collective individuals in the with facility of less administration cost little maintenance. Security computing refers to procedures, standards processes created provide assurance security environment. In this paper, we project secure data method dynamic members by producing keys using Logic Key Hierarchy (LKH) model, i.e., tree-based key generation technique. We have generated...

Knowledge [no more Information] is not only power, but also has significant competitive advantage.Data warehousing a new idea.The use of corporate data for strategic decision making, as opposed to the tracking and enabling operations, gone on computing itself.As business these days contain huge amounts users connected databases across globe round clock have necessity maintaining separate database sake analysis.This paper proposes one method feature selection NB Tree Algorithm.The Proposed...

Hadoop is an advanced framework with separated File storage system to organize these data’s in distributed environment. a form of cluster which subjected wide range visualized data. Job sequence one the most peculiar sequences often handled by scheduler order split and merge job its probable environment organizing utilizing Once assigns then it terms tracking, reordering distributing those data any Here major focus research concentrated on enormous amount distinguish pattern way data’s. The...

The rising incidence of type 2 diabetes is a major threat to international health. risk developing strongly influenced by aspects one's lifestyle. Lifestyle changes, in particular, have the potential reduce this danger. This paper presents revolutionary smart healthcare system powered machine learning, with goal predicting and delivering individualized therapies. framework aims transform prevention tactics integrating IoT, edge computing, cloud computing.

Heart Disease diagnosis is done typically by doctor’s knowledge and training. But even then patients are requested to take more number of medical tests for diagnosis, in which all the does not contribute towards effective heart disease. There nearly 15 attributes involved disease process. The objective this study identify key patterns feature subsets from data set using Naive Bayes classifier model. proposed system identifies critical instances sets. It removes redundant attribute inter...

Immense databases may contain critical instances or chunks-a small heap of records which has domain specific information. These chunks information are useful in future decision making for improving classification accuracy labeling critical, unlabeled by reducing false positives and negatives. Classification process be assessed based on efficiency effectiveness. Efficiency is concerned with the time to attributes data set effectiveness improvement using crucial This work focuses large...