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Efficient kernel calculation for multirelational data
Rüping, Stefan - 2002
Today, most of the data in business applications is stored in relational database systems or in data warehouses built … on top of relational database systems. Often, for more data is available than can be processed by standard learning …
Persistent link: https://www.econbiz.de/10009770517
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Multi-output support vector frontiers
Valero-Carreras, Daniel; Aparicio, Juan - In: Computers & operations research : and their … 143 (2022), pp. 1-17
Persistent link: https://www.econbiz.de/10013343235
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Computing the minimum-support for mining frequent patterns
Zhang, Shichao; Wu, Xindong; Zhang, Chengqi; Lu, Jingli - In: Knowledge and information systems : an international journal 15 (2008) 2, pp. 233-257
Persistent link: https://www.econbiz.de/10003752074
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Incremental learning with support vector machines
Rüping, Stefan - 2002
Support Vector Machines (SVMs) have become a popular tool for learning with large amounts of high dimensional data. However, it may sometimes be preferable to learn incrementally from previousSVM results, as computing a SVM is very costly in terms of time and memory consumption or because the...
Persistent link: https://www.econbiz.de/10009772051
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An investigation of the effect of variable reduction on classification accuracy rates of consumer loans
Zurada, Jozef - In: Review of business information systems 17 (2013) 4, pp. 135-139
Persistent link: https://www.econbiz.de/10010231895
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A nested heuristic for parameter tuning in Support Vector Machines
Carrioza, Emilio; Martín-Barragán, Belén; Romero … - In: Computers & operations research : and their … 43 (2014), pp. 328-334
Persistent link: https://www.econbiz.de/10010242738
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HHT-based classification of composite power quality events
Saxena, D.; Singh, S. N.; Verma, K. S.; Singh, Shiv K. - In: International journal of energy sector management : IJESM 8 (2014) 2, pp. 146-159
Persistent link: https://www.econbiz.de/10010379441
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Discriminant analysis with strategically manipulated data
Zhang, Juheng; Aytug, Haldun; Koehler, Gary J. - In: Information systems research : ISR 25 (2014) 3, pp. 654-662
Persistent link: https://www.econbiz.de/10010469101
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Stock market simulation using support vector machines
Rosillo, Rafael; Giner, Javier; Fuente, David de la - In: Journal of forecasting 33 (2014) 6, pp. 488-500
Persistent link: https://www.econbiz.de/10010426237
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Advanced conjoint analysis using feature selection via support vector machines
Maldonado, Sebastián; Montoya, Ricardo; Weber, Richard - In: European journal of operational research : EJOR 241 (2015) 2, pp. 564-574
Persistent link: https://www.econbiz.de/10010487970