By Khalid Saeed, Václav Snášel (eds.)
This e-book constitutes the court cases of the thirteenth IFIP TC eight overseas convention on machine details structures and business administration, CISIM 2014, held in Ho Chi Minh urban, Vietnam, in November 2014. The 60 paper awarded during this quantity have been rigorously reviewed and chosen from ninety eight submissions. they're equipped in topical sections named: algorithms; biometrics and biometrics purposes; facts research and data retrieval; business administration and different purposes; modelling and optimization; networking; development attractiveness and photo processing; and diverse features of laptop security.
Read Online or Download Computer Information Systems and Industrial Management: 13th IFIP TC8 International Conference, CISIM 2014, Ho Chi Minh City, Vietnam, November 5-7, 2014. Proceedings PDF
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Extra resources for Computer Information Systems and Industrial Management: 13th IFIP TC8 International Conference, CISIM 2014, Ho Chi Minh City, Vietnam, November 5-7, 2014. Proceedings
66 minutes. 6, the runtime is more than 180 minutes. With HAUI-Tree, the generation of candidates is faster than other methods, because HAUI-Tree creates candidate for the next generations from the previous one. Besides, the other algorithms create candidates from scan each transaction. The quantity of transactions can be very large. So they is slower than HAUI-Tree. Furthermore, HAUI-Tree uses some properties of itemset to calculate utility values for the next generation quickly. 6 Conclusions and Future Work This paper has presented a new method for mining high average utility itemsets from databases by using the HAUI-Tree algorithm and a new structure for itemset.
24th ACM Symposium on Principles of Distributed Computing (July 2005) 5. : On Obstruction-Free Transactions. In: SPAA 2008: Proc. 20th Annual Symposium on Parallelism in Algorithms and Architectures, pp. 304–313 (June 2008) 6. : A Qualitative Survey of Modern Software Transactional Memory Systems. Technical Report Nr. TR 839. University of Rochester Computer Science Dept. (2004) 7. : Wait-free synchronization. TOPLAS: ACM Transactions on Programming Languages and Systems 13(1), 124–149 (1991) 8.
Such approach does not guarantee an globally optimal decision tree. One of the method to escape local minima in the search space is using randomized search techniques such as evolutionary algorithms. In  competitive co-evolution for DT induction is applied and a tree-encoding scheme is used. Works, that inheritance from the genetic algorithms conception, use fixedlength string representations (called “linear chromosomes”) for coding individuals [9, 10]. The main disadvantage of such approach is hard implementation for nonbinary decision trees.