|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | Universal and rapid salt-extraction of high quality genomic DNA for PCR-based techniques显示文摘 | Salah M Aljanabi N Martinex | 1997 | Nucl Acids Res1997，22，： | 1 |
| 2 | Sugar- cane yellow leM virus and sugarcane yellows phyto- plasma: elimination by tissue culture显示文摘 | Parmessur Y Aljanabi S Saumtally S | 2002 | Plant Pa thology2002，51，5： | 1 |
| 3 | An improved and rapidprotocol for the isolation of polysaccharide and polyphenol -freesugarcane DNA显示文摘 | Aljanabi Sm Forget L Dookun A | 1999 | Plant Molecular Biology Reporter1999，17，3： | 1 |
| 4 | Universal and rapid salt-extracted of high quality genomic DNA for PCR-based techniques 显示文摘 | Aljanabi S M Martinez I | 1997 | Nucleic Acids Res1997，25，： | 1 |
| 5 | Ground-level Ozone Prediction Using Machine Learning Techniques:A Case Study in Amman,Jordan显示文摘Air pollution is one of the most serious hazards to humans′health nowadays,it is an invisible killer that takes many human lives every year.There are many pollutants existing in the atmosphere today,ozone being one of the most threatening pollutants.It can cause serious health damage such as wheezing,asthma,inflammation,and early mortality rates.Although air pollution could be forecasted using chemical and physical models,machine learning techniques showed promising results in this area,especially artificial neural networks.Despite its importance,there has not been any research on predicting ground-level ozone in Jordan.In this paper,we build a model for predicting ozone concentration for the next day in Amman,Jordan using a mixture of meteorological and seasonal variables of the previous day.We compare a multi-layer perceptron neural network(MLP),support vector regression(SVR),decision tree regression(DTR),and extreme gradient boosting(XGBoost)algorithms.We also explore the effect of applying various smoothing filters on the time-series data such as moving average,Holt-Winters smoothing and Savitzky-Golay filters.We find that MLP outperformed the other algorithms and that using Savitzky-Golay improved the results by 50%for coefficient of determination(R2)and 80%for root mean square error(RMSE)and mean absolute error(MAE).Another point we focus on is the variables required to predict ozone concentration.In order to reduce the time required for prediction,we perform feature selection which greatly reduces the time by 91%as well as shrinking the number of features required for prediction to the previous day values of ozone,humidity,and temperature.The final model scored 98.653%for R^2,1.016 ppb for RMSE and 0.800 ppb for MAE. | Maryam Aljanabi Mohammad Shkoukani Mohammad Hijjawi | 2020 | International Journal of Automation and computing2020，17，5： | 1 |
| 6 | Safety analysis of percutaneous dilational tracheostomies with bronchoscopy in the obese patient显示文摘 | MC CAGUE A ALJANABI H WONG D T | 2012 | Laryngo- scope2012，122，： | 1 |
| 7 | Universal and rapid salt - extraction of high qualitygenomic DNA for PCR - based techniques 显示文摘 | Aljanabi SM Martinez I | 1997 | Nucleic Acids Research1997，25，： | 1 |
| 8 | Universal and rapid salt- extraction of high quality genomic DNA for PCR- based techniques 显示文摘 | Aljanabi S M Martinez I | 1997 | Nucleic Acids Research1997，25，22： | 1 |
| 9 | Universal and rapid salt-extraction of high quality genomic DNA for PCR-based techniques显示文摘 | Aljanabi S M Martinez I | 1997 | Nucl Acids Res1997，25，： | 1 |
| 10 | Unive~al and rapid salt - extracted ofhigh quality genomic DNA for PCR - based techniques 显示文摘 | Aljanabi S M Martinez I | 1997 | Nucle- ic Acids Res1997，25，： | 1 |
| 11 | Safety analysis of percutaneous dilational tracheostomies with bronchoscopy in the obese patient 显示文摘 | McCague A Aljanabi H Wong DT | 2012 | Laryngoscope2012，122，5： | 1 |
| 12 | Further evidence of the association of a phytoplasma and a virus with yellow leaf syndrome in sugarcane显示文摘 | ALJANABI S M PARMESSUR Y MOUTIA Y | 2001 | Plant Pathology2001，50，： | 1 |
| 13 | Sugarcane yellow leaf virus and sugarcane yellows phytoplasma:elimination by tissue culture显示文摘 | PARMESSUR Y ALJANABI S SAUMTALLY S | 2002 | Plant Pathology2002，51，： | 1 |
| 14 | Universal and rapid salt-extraction of high quality genomic DNA for PCR-based techniques 显示文摘 | Salah M Aljanabi Iciar Martinez | | Nuleic Acids Research !9970，，： | 1 |
| 15 | Universal and salt-extraction of high quality genomic DNA for PCR-based techniques 显示文摘 | Aljanabi S M L Martinez | 1997 | Nucleic Acids Research1997，25，： | 1 |
| 16 | Universal and rapid salt- extraction of high quality genomic DNA for PCR-based techniques 显示文摘 | ALJANABI S M MARTINEZ I | 1997 | Nucleic Acids Research1997，25，22： | 1 |
| 17 | Universal and rapid salt-extractionof high quality genomic DNA for PCR-based techniques显示文摘 | Aljanabi S M Martinez I | 1997 | Nucleic Acids Research1997，25，： | 1 |
| 18 | Experimental and computer performance study of an automotive air conditioning system with alternative refrigerants显示文摘 | Joudi K A Mohammed A S K Aljanabi M K | 2003 | Energy conversion and Management2003，44，18： | 1 |
| 19 | Universal and rapid salt-extraction of high quality genomic DNA for PCR-based techniques 显示文摘 | Aljanabi S M Martinez | 1997 | Nucleic Acids Res1997，25，22： | 1 |
| 20 | Universal and rapid salt-extraction of high quality genomic DNA for PCR-based techniques显示文摘 | ALJANABI S M MARTINEZ I | 1997 | Nucleic Acids Research1997，25，22： | 1 |
您所在的机构暂未开通此部分的功能，请联系管理员