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排序方式: 共有494条查询结果,搜索用时 15 毫秒
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Tree-based partitioning of date for association rule mining 总被引:1,自引:1,他引:0
The most computationally demanding aspect of Association Rule Mining is the identification and counting of support of the frequent sets of items that occur together sufficiently often to be the basis of potentially interesting rules. The task increases in difficulty with the scale of the data and also with its density. The greatest challenge is posed by data that is too large to be contained in primary memory, especially when high data density and/or low support thresholds give rise to very large numbers of candidates that must be counted. In this paper, we consider strategies for partitioning the data to deal effectively with such cases. We describe a partitioning approach which organises the data into tree structures that can be processed independently. We present experimental results that show the method scales well for increasing dimensions of data and performs significantly better than alternatives, especially when dealing with dense data and low support thresholds.
Shakil Ahmed received a first class BSc (Hons) degree from Dhaka University, Bangladesh, in 1990; and an MSc (first class), also Dhaka University, in 1992. He received his PhD from The University of Liverpool, UK, in 2005. From 2000 onwards he is a member of the Data Mining Group at the Department of Computer Science of the University of Liverpool, UK. His research interests include data mining, Association Rule Mining and pattern recognition.
Frans Coenen has been working in the field of Data Mining for many years and has written widely on the subject. He received his PhD from Liverpool Polytechnic in 1989, after which he took up a post as a RA within the Department of Computer Science at the University of Liverpool. In 1997, he took up a lecturing post within the same department. His current Data Mining research interests include Association rule Mining, Classification algorithms and text mining. He is on the programme committee for ICDM'05 and was the chair for the UK KDD symposium (UKKDD'05).
Paul Leng is professor of e-Learning at the University of Liverpool and director of the e-Learning Unit, which is responsible for overseeing the University's online degree programmes, leading to degrees of MSc in IT and MBA. Along with e-Learning, his main research interests are in Data Mining, especially in methods of discovering Association Rules. In collaboration with Frans Coenen, he has developed efficient new algorithms for finding frequent sets and is exploring applications in text mining and classification. 相似文献
4.
Tomasz Z. Tomkiewicz Nuria Surez-Herrera Frans P. M. Cremers Rob W. J. Collin Alejandro Garanto 《International journal of molecular sciences》2021,22(9)
The discovery of novel intronic variants in the ABCA4 locus has contributed significantly to solving the missing heritability in Stargardt disease (STGD1). The increasing number of variants affecting pre-mRNA splicing makes ABCA4 a suitable candidate for antisense oligonucleotide (AON)-based splicing modulation therapies. In this study, AON-based splicing modulation was assessed for 15 recently described intronic variants (three near-exon and 12 deep-intronic variants). In total, 26 AONs were designed and tested in vitro using a midigene-based splice system. Overall, partial or complete splicing correction was observed for two variants causing exon elongation and all variants causing pseudoexon inclusion. Together, our results confirm the high potential of AONs for the development of future RNA therapies to correct splicing defects causing STGD1. 相似文献
5.
C. Okkerse A. de Jonge J. W. E. Coenen A. Rozendaal 《Journal of the American Oil Chemists' Society》1967,44(2):152-156
Many investigators associate the poor keeping properties of soybean oil with its linolenic acid content. On the other hand
the high linoleic acid content is a desired property from a nutritional point of view. We have therefore developed a process
for the preferential reduction of the linolenic acid content by selective hydrogenation. Conventional catalysts for the hydrogenation
of fats have a rather low selectivity in this respect. When linolenic acid in soybean oil is hardened (e.g., with a nickel
catalyst), most of the linoleic acid is converted into less unsaturated acids.
It was found that linolenic acid is hydrogenated much more preferentially in the presence of copper catalysts than in that
of nickel and other hydrogenation catalysts. At a linolenic acid content of 2%, soybean oil hardened with nickel catalyst
contained about 28% linoleic acid, whereas with copper catalyst the hardened soybean oil contained 49% linoleic acid.
By means of our process it is possible to manufacture a good keepable oil of, e.g., I.V. 115 and containing 1% linolenic acid
and 46% linoleic acid. The storage stability of this product is comparable with that of sunflower-seed oil. A liquid phase
yield of 86% is obtained after winterization at 5C for 18 hr.
The high selectivity for linolenate reduction of copper catalysts must be ascribed to the copper part of the catalyst. Investigations
into the structure of the catalyst indicate that the active center consists of copper metal crystallites; whether these centers
are promoted by the carrier or traces of other substances is under investigation. 相似文献
6.
Intumescent coatings are increasingly used as a method of passive fire protection on steel constructions. By forming a carbon network and releasing a blowing agent, the thin intumescent film swells 100‐fold at elevated temperatures. The highly insulating foam effectively prevents the load bearing steel from reaching its critical temperature at which it looses its mechanical properties and collapses. The role of the carbon donor in intumescent coatings has been studied. Comparison in temperature development, foaming ratios, and rheological behavior has been performed between formulations containing pentaerythritol (penta), di–penta, and tri–penta. A simulated fire test, in which the temperature development during intumescence was studied, showed that the formulations containing penta were considerably more efficient in keeping a low temperature throughout the process. A more rapid temperature development was displayed when using di–penta and tri–penta as the carbon donor. Rheometer tests indicate that penta formulations enter the intumescent process at a lower temperature and stays in it for a longer time than di–penta and tri–penta formulations. Furthermore, the crossover temperature and maximum phase angle are shifted towards higher temperatures by replacing penta with di–penta and with tri–penta in the formulations, respectively. © 2007 Wiley Periodicals, Inc. J Appl Polym Sci 104: 748–753, 2007 相似文献
7.
Pieter Coenen Margriet Formanoy Marjolein Douwes Tim Bosch Heleen de Kraker 《Applied ergonomics》2014
Exposure to mechanical vibrations at work (e.g., due to handling powered tools) is a potential occupational risk as it may cause upper extremity complaints. However, reliable and valid assessment methods for vibration exposure at work are lacking. Measuring hand-arm vibration objectively is often difficult and expensive, while often used information provided by manufacturers lacks detail. Therefore, a subjective hand-arm vibration assessment method was tested on validity and inter-observer reliability. 相似文献
8.
Huong Thi Le Inge D Brouwer Jan Burema Khan Cong Nguyen Frans J Kok 《Nutrition journal》2006,5(1):1-8
Background
Parents of six children are facing a trial on charges of aggravated manslaughter in the care a 5 1/2 month old infant who died suddenly and neglect of their four older children for causing them to be malnourished by feeding them all an exclusively raw foods vegan diet. Both parents declined plea bargains and plan to defend themselves in court. 相似文献9.
Boundary scan test,test methodology,and fault modeling 总被引:1,自引:0,他引:1
The test technique called boundary scan test (BST) offers new opportunities in testing but confronts users with new problems too. The implementation of BST in a chip has become an IEEE standard and users on board level are the next group to begin thinking about using the new possibilities. This article addresses some of the questions about changes in board-level testing and fault diagnosis. The fault model itself is also affected by using BST. Trivial items are extended with more sophisticated details in order to complete the fault model. Finally, BST appears to be a test technique that offers a high degree of detectability on board level, but for diagnosis, some additional effort has to be made. 相似文献
10.
J. Coenen 《Formal Aspects of Computing》1995,7(1):91-105
A relational framework which unifies Hoare's logic and VDM is presented. Within this framework a partial correctness version of VDM is defined. It is argued that this partial correctness version of VDM is intuitive and consistent with the original total correctness version. Furthermore it is shown how both partial and total correctness formulae and specifications can be translated from Hoare's logic into VDM and vice versa. VDM's satisfiability requirement is briefly discussed, and a similar condition for Hoare's logic is defined.:Supported by NWO/SION project 612-316-103: Fault Tolerance: Paradigms, Models, Logics, Construction. 相似文献