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Privacy preservation in data mining using hybrid perturbation methods: an application to bankruptcy prediction in banks

Ramu, Kunta; Ravi, V. - In: International Journal of Data Analysis Techniques and … 1 (2009) 4, pp. 313-331

hybridisation of the random projection and random rotation methods for privacy-preserving classification. The hybrid method is …

Persistent link: https://www.econbiz.de/10008539626

Privacy preservation in data mining using hybrid perturbation methods: an application to bankruptcy prediction in banks

Ramu, Kunta; Ravi, V. - In: International Journal of Data Analysis Techniques and … 1 (2009) 4, pp. 313-331

hybridisation of the random projection and random rotation methods for privacy-preserving classification. The hybrid method is …

Persistent link: https://www.econbiz.de/10005048917

A statistical data mining approach in bacteriology for bacterial identification

Rahman, S.M. Monzurur; Siddiky, F.A.; Shrestha, Uma - In: International Journal of Data Analysis Techniques and … 3 (2011) 2, pp. 117-142

is a special kind of classification problem of statistical data mining where the only single representation of every …

Persistent link: https://www.econbiz.de/10009352824

Wavelet decomposition and support vector machine for fault diagnosis of monoblock centrifugal pump

Muralidharan, V.; Sugumaran, V.; Sakthivel, N.R. - In: International Journal of Data Analysis Techniques and … 3 (2011) 2, pp. 159-177

vibration signals of good and faulty conditions of the components of centrifugal pump. The classification accuracies were …

Persistent link: https://www.econbiz.de/10009352827

Bacterial foraging trained wavelet neural networks: application to bankruptcy prediction in banks

Paramjeet; Ravi, V. - In: International Journal of Data Analysis Techniques and … 3 (2011) 3, pp. 261-280

This paper proposes a modified bacterial foraging technique (BFT) to train wavelet neural network (WNN) in order to predict bankruptcy in banks. The BFT is modified in that the swarming step that implements cell-to-cell interaction is deleted. The parameters translation, dilation and the weights...

Persistent link: https://www.econbiz.de/10009352830

Supervised learning approaches and feature selection - a case study in diabetes

Praharsi, Yugowati; Miaou, Shaou-Gang; Wee, Hui-Ming - In: International Journal of Data Analysis Techniques and … 5 (2013) 3, pp. 323-337

Data description and classification are important tasks in supervised learning. In this study, three supervised …

Persistent link: https://www.econbiz.de/10010682873

Bridging qualitative and quantitative methods for classifying policy actors into policy discourse communities: thematic analysis and formal concept analysis approaches

Suerdem, Ahmet K. - In: International Journal of Data Analysis Techniques and … 2 (2010) 3, pp. 199-216

easily lend themselves to a systematic and objective classification of the narrating actors. Thus, the data for such research … is usually collected through structured interviews which provide a solid basis for quantitative classification techniques …

Persistent link: https://www.econbiz.de/10008755524

Rotation-based model trees for classification

Kotsiantis, S.B. - In: International Journal of Data Analysis Techniques and … 2 (2010) 1, pp. 22-37

for solving classification problems. In order to apply this regression technique to classification problems, we considered … the conditional class probability function and sought a model-tree approximation to it. During classification, the class …

Persistent link: https://www.econbiz.de/10008755526

Testing terrorism theory with data mining

Scime, Anthony; Murray, Gregg R.; Hunter, Lance Y. - In: International Journal of Data Analysis Techniques and … 2 (2010) 2, pp. 122-139

mining (IEDM) methodology with classification mining and then association mining. The resulting 100 rules suggest that the …

Persistent link: https://www.econbiz.de/10008755531

SDCS: six-dimensional classification strategy framework for COTS products

Upadhyay, Nitin; Deshpande, Bharat M. - In: International Journal of Data Analysis Techniques and … 2 (2010) 2, pp. 170-180

lead to a major issue of how to classify COTS products. Classification can help both industry as well as researchers to … classification attributes. This paper discusses six-dimensional classification strategy framework for COTS products. …

Persistent link: https://www.econbiz.de/10008755537