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作者:Rao , Pawar
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (3), pp.187-250
摘要:ABSTRACT(#br)The performance of various population-based advanced optimization algorithms has been significantly improved by using the multi-population search scheme. The multi-population search process improves the diversity of solutions by dividing the total population int...
作者:Yogarajan , Pfahringer , Mayo
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (3), pp.251-269
摘要:ABSTRACT(#br)De-identification of electronic health records (EHR) is a vital step toward advancing health informatics research and maximizing the use of available data. It is a two-step process where step one is the identification of protected health information (PHI), and step t...
作者:Reddy , Ravindranath
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (1), pp.31-46
摘要:ABSTRACT(#br)Cloud computing has become more popular with the ability to run HPC applications on cloud infrastructures. Improving the energy efficiency of these data centers become important for all the cloud providers. We observe that bin-packing heuristics such as Best-Fit Decr...
作者:Soui , Smiti , Mkaouer ...
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (1), pp.80-100
摘要:ABSTRACT(#br)Bankruptcy prediction is considered as one of the vital topics in finance and accounting. The purpose of predicting bankruptcy is to build a predictive model that combines several econometrics parameters, which allow evaluating the firm financial status either bankru...
作者:Kiani , Keshavarzi , Bohlouli
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (5), pp.345-377
摘要:ABSTRACT(#br)Outlier detection has received special attention in various fields, mainly for those dealing with machine learning and artificial intelligence. As strong outliers, anomalies are divided into point, contextual and collective outliers. The most important challenges in ...
作者:Singh , Sharma
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (6), pp.515-536
摘要:ABSTRACT(#br)Online learning makes sequence of decisions with partial data arrival where next movement of data is unknown. In this paper, we have presented a new technique as multiple times weight updating that update the weight iteratively for same instance. The proposed techniq...
作者:Park , Hong , Kim
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (5), pp.396-411
摘要:ABSTRACT(#br)Text Classification has received significant attention in recent years because of the proliferation of digital documents and is widely used in various applications such as filtering and recommendation. Consequently, many approaches, including those based on stat...
作者:Carosia , Coelho , Silva
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (1), pp.1-19
摘要:ABSTRACT(#br)According to the Efficient Market Hypothesis, financial market movements are dependent on news and external events that have a significant impact on the market value of companies. Thus, a great amount of applications has arisen to explore this knowledge through autom...
作者:Augusto , Giménez-Manuel , Quinde ...
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (2), pp.155-186
摘要:ABSTRACT(#br)We report on a system architecture, SEArch, and its associated methods and tools we have been developing, testing, and extending for several years through a number of innovation processes in the field of Smart Environments. We have developed these infrastructure in a...
作者:Arora , Sharma , Anand
来源:[J].Applied Artificial Intelligence(IF 0.475), 2020, Vol.34 (4), pp.292-328
摘要:ABSTRACT(#br)Interior Search Algorithm (ISA) is a recently proposed metaheuristic inspired by the beautification of objects and mirrors. However, similar to most of the metaheuristic algorithms, ISA also encounters two problems, i.e., entrapment in local optima and slow convergen...

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