Contents Special Issue : Selected Papers of the IEEE International Conference on Computer and Information Technology ( ICCIT 2009 ) Guest Editors : Syed
نویسندگان
چکیده
In ordinary statistical methods, multiple outliers in multiple linear regression model are detected sequentially one after another, where smearing and masking effects give misleading results. If the potential multiple outliers can be detected simultaneously, smearing and masking effects can be avoided. Such multiple-case outlier detection is of combinatorial nature and sets of possible outliers need to be tested, where is the number of data points. This exhaustive search is practically impossible. In this paper, we have used quantum-inspired evolutionary algorithm (QEA) for multiple-case outlier detection in multiple linear regression model. A Bayesian information criterion based fitness function incorporating extra penalty for number of potential outliers has been used for identifying the most appropriate set of potential outliers. Experimental results with 10 widely referred datasets from statistical literature show that the QEA overcomes the effect of smearing and masking and effectively detects the most appropriate set of outliers. 1 2 − − N N
منابع مشابه
Guest Editorial: Impact of Integrated Intelligent Information and Analytical Systems on Society
The Special Issue of the Journal of Information Technology Management (JITM) is publishing very selective papers on information management, technology in higher education, integrated systems, enterprise management, cultural thoughts, strategic contributions, management information systems, and cloud computing. We received numerous papers for this special issue but after an extensive pe...
متن کاملSpecial Issue for 13th International Industrial Engineering Conference (IIEC 2017)
This special issue is a collection of refereed articles selected from the 13th International Industrial Engineering Conference (IIEC 2017). The initial selection was made by Dr. Hamed Fazlollahtabar who also wrote the following description. The accepted articles were reviewed going through the usual reviewing process of IJOR. Nezam Mahdavi-Amiri Editor-in-Chief &nbs...
متن کاملGuest Editors' Introduction to the Special Section on Award Winning Papers from the IEEE CS Conference on Computer Vision and Pattern Recognition (CVPR)
WE are pleased to present this special section on the award-winning papers from the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2008, held in Anchorage, Alaska, 23-28 June 2008. CVPR has been a flagship conference representing the state of the art in the field of computer vision and pattern recognition for more than two decades. The CVPR 2008 conference re...
متن کاملInformation Integration on Web-based Applications and Services
This issue contains five extended papers from the 11th International Conference on Information Integration and Web-based Applications and Services (iiWAS2009), which has been collocated with the 7th International Conference on Advances in Mobile Computing & Multimedia (MoMM2009) held in Kuala Lumpur, Malaysia in December 2009. Almost 200 papers have been presented at these two conferences, out ...
متن کاملSpecial Issue for 11th International Conference of Iranian Operations Research Society
This is a special issue of the Iranian Journal of Operations Research that includes some of the invited talks presented at the 11th international conference of the Iranian Operations Research Society (IORS), organized jointly by IORS and Razi University of Kermanshah and held at the Razi University, Kermanshah, Iran, May 2-4, 2018. The IORS conference is held annually and is the main event ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010