全部文献期刊学位论文会议报纸专利标准年鉴图书|学者科研项目
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作者:Sameem Abdulkareem , Liyana Shuib ...
来源:[J].Applied Soft Computing(IF 2.14), 2017, Vol.61, pp.149-173Elsevier
摘要:Abstract(#br)Presently, the Cuckoo Search algorithm is attracting unprecedented attention from the research community and applications of the algorithm are expected to increase in number rapidly in the future. The purpose of this study is to assist potential developers in selecti...
作者:Haruna Chiroma , Sameem Abdulkareem , Tutut Herawan
来源:[J].Applied Energy(IF 4.781), 2015, Vol.142, pp.266-273Elsevier
摘要:Abstract(#br)This paper proposes an alternative approach based on a genetic algorithm and neural network (GA–NN) for the prediction of the West Texas Intermediate (WTI) crude oil price. Comparative simulation results suggested that the proposed GA–NN approach is better than ...
作者:Haruna Chiroma , Sameem Abdulkareem
来源:[J].Int. J. of Oil, Gas and Coal Technology(IF 0.209), 2016, Vol.12 (3), pp.302-333Inderscience 出版公司
摘要:The purpose of this research is to propose an alternative framework that can meet the needs of the real-world practical application of crude oil price prediction. This study presents an alternative model based on a neural network and genetic algorithm (neuro-genetic) for the pred...
作者:Sameem Abdulkareem , Adamu I. Abubakar ...
来源:[B].Lecture Notes in Computer Science;;Lec. Notes Stat.2014Springer
摘要:Abstract We propose a hybrid of haar wavelet decomposition, relevance vector machine, and adaptive linear neural network (HWD-RVMALNN) for the estimation of climate change behavior. The HWD-RVMALNN is able to improve estimation accuracy of climate change more than the approaches ...
作者:Sameem Abdulkareem , Adamu I. Abubakar ...
来源:[B].Lecture Notes in Computer Science2014Springer
摘要:Abstract We propose an intelligent approach to gasoline price forecasting as an alternative to the statistical and econometric approaches typically applied in the literature. The linear nature of the statistics and Econometrics models assume normal distribution for input dat...
作者:Sameem Abdulkareem , Adamu I. Abubakar
来源:[B].Advances in Intelligent Systems and Computing2014Springer
摘要:Abstract The purpose of this research is to broaden the theoretic understanding of the effects of kernel functions for the support vector machine on crude oil price data. The performances of five (5) kernel functions of the support vector machine were compared. The analysis of va...
作者:Sameem Abdulkareem , Eka Novita Sari ...
来源:[B].Lecture Notes in Computer Science;;Lecture Notes in Computer Science;;Lecture Notes in Computer Science;;LNEE2014Springer
摘要:Abstract In this chapter, we build an intelligent model based on soft computing technologies to improve the prediction accuracy of Energy Consumption in Greece. The model is developed based on Genetic Algorithm and Co-Active Neuro Fuzzy Inference System (GACANFIS) for the predict...
作者:Sameem Abdulkareem , Sanah Abdullahi Muaz ...
来源:[B].Advances in Intelligent Systems and Computing;;Lecture Notes in Computer Science;;LNEE2015Springer
摘要:Abstract In this study, we select Middle East countries involving Jordan, Lebanon, Oman, and Saudi Arabia for modeling oil consumption based on computational intelligence methods. The limitations associated with Levenberg-Marquardt (LM) Neural Network (NN) motivated this research...

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