regression-based prediction model
Research on environmental prediction based on linear regression model
... Environmental prediction in metal mine has been the main problem which interferes with mining working at ...environmental prediction theory cannot come up with the practical engineering ...stress ...
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Prediction of Vertical Handover Using Multivariate Regression Model
... The flowchart for Vertical Handover using Multivariate Regression Model is shown in Fig 3 and Fig 4 captures the algorithm. The simulation has been done for the flowchart on Python. The statistical analysis ...
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Improving Disease Prediction by Incorporating Family Disease History in Risk Prediction Models with Large-Scale Genetic Data
... penalized regression models using all SNPs may simultaneously provide optimal performance even though it is infeasible in many cases because of the computational ...optimal prediction accuracy and is ...
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Supervised Dimension Reduction for Large-scale Omics Data with Censored Survival Outcomes Under Possible Non-proportional Hazards
... PH model, use of stratification or separate modeling for different time periods in order to ac- count for NPH are prohibitive and ...completely model-free method (such as SVM, random forests ...PH ...
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Configuration for Predicting Travel Time Using Wavelet Packets and Support Vector Regression
... travel-time prediction is more of a boundary condition prediction problem, because the flow model is designed offline, and it would predict the time based on the values of demand and supply at ...
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Variation in the inter service intervals of UK dairy cows
... level regression model based on data from 42,252 cows in 159 UK dairy herds, error bars.. represent 95% confidence intervals for each prediction..[r] ...
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Empirical Studies of a Prediction Model for Regression Test Selection
... practices, based on the tester's understanding of the program's functionality and knowledge of special values and bound- ary points that are easily observable in the codeº [14, ...
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Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome
... data-driven prediction has been per- formed based on conventional machine learning and data mining ...hybrid model that combines both random forest and support vector machine to predict the risk of ...
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Flash Flood Prediction Model based on Multiple Regression Analysis for Decision Support System
... Hydrologic Monitoring was very important in flood prevention, in the last years, different modern techniques were applied for flood forecasting, including some artificial intelligence based approaches, such as ...
6
Air Quality Prediction Through Regression Model
... Regression analysis techniques are used to predict the concentration of Carbon monoxide C.O. in the environment. The short term exposure of Carbon monoxide causes headaches, dizziness, vomiting, nausea, irritation ...
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Prediction of Soil Salinity Using Remote Sensing Tools and Linear Regression Model
... and regression tree [14], to fuzzy logic [15], to generalized Baye- sian analysis [14], to geostatistics ...and regression Krig- ing) [16] [17] and statistical analysis ...(e.g., regression, ordinary ...
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Software Vulnerability Prediction Models Based on Complex Network
... vulnerability prediction model based on the complex network. This model regards the software defect evaluation as three classifications or regression sub-problems, including the defects ...
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An adaptive two stage analog/regression model for probabilistic prediction of small scale precipitation in France
... downscaling model for the probabilistic pre- diction of small-scale daily precipitation: for each predic- tion day, the statistical downscaling link between some large- scale atmospheric predictors and small-scale ...
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Prediction of Heart Disease using Multiple Linear Regression Model
... The application of data mining is highly visible in fields like e-business, marketing and retail has led to its application in other industries and sectors. Health Care is one among these sectors. The healthcare ...
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Prediction of Solar Radiation for the Major Climates of Jordan: A Regression Model
... A series of ground cover maps were released in 2006 by the Royal Jordanian Geographic Cen- ter (RJGC), based on the usage of digital clas- sification of Landsat satellite images. Ground cover was divided into 18 ...
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Prediction of sitophilus oryzae gender using Logistic Regression model
... the model using Logistic Regression. This model been develop based on the numerical information of ...a model for identification and prediction of ...
5
Analysis of Support Vector Regression Model for Micrometeorological Data Prediction
... equipment based on priority and symptom diagnosis to cultivate high-quality plants and also set the state of these plants in a changing ...Although model predictive control (MPC) in industry is an effective ...
12
Prediction of Indonesian Inflation Rate Using Regression Model Based on Genetic Algorithms
... Genetic algorithm-based regression models have been proven to be used to predict the inflation rate with MSE of 0.1099. In the training stage, the number of genes that have the best fitness value is 2. The ...
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PLANT PROTECTION AND PEST CONTROL USING LOW COST SENSOR BASED EMBEDDED SYSTEM
... always based on experience or knowledge. Prediction is helpful in various fields and it brings out together the past and current data as a basis to develop reasonable expectations regarding the ...a ...
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An Integrated Genetic and Epigenetic Analysis of Type 2 Diabetes in the Italian population
... T2D prediction model was performed in the ...logistic regression model was higher ...models based on different parameters could improve the efficacy of the test (Stern et ...applied ...
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