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  • Search: isPartOf:"International Journal of Data Analysis Techniques and Strategies"
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data analysis 19 data mining 16 Greece 10 classification 10 data envelopment analysis 9 genetic algorithms 8 data analysis strategies 7 data analysis techniques 7 MCDA 6 PCA 6 SVM 6 cluster analysis 6 decision making 6 decision trees 6 logistic regression 6 multicriteria decision analysis 6 simulation 6 ANNs 5 GAs 5 SCM 5 artificial neural networks 5 fault diagnosis 5 fuzzy logic 5 multilayer perceptron 5 optimisation 5 principal component analysis 5 supply chain management 5 support vector machines 5 DEA 4 FCM 4 USA 4 United States 4 biomedicine 4 consumer behaviour 4 decision tree 4 frequent pattern mining 4 learning 4 machine learning 4 modelling 4 robustness 4
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Undetermined 131
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Article 153
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Undetermined 153
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Ravi, V. 5 Sakthivel, N.R. 4 Sugumaran, V. 4 Alizadeh, Somayeh 3 Shah, Nita H. 3 Subramanyam, R.B.V. 3 Wang, Meiqiang 3 Alizadeh, S. 2 Ashley, Richard A. 2 Bagui, Sikha 2 Bagui, Subhash C. 2 Barahate, Milind 2 Burkhauser, Richard V. 2 Chakravorty, Satya S. 2 Chandra, Charu 2 Chang, Tao 2 Fekri, R. 2 Feng, Shuaizhang 2 Ghazanfari, Mehdi 2 Goswami, A. 2 Grabis, Janis 2 Hales, Douglas N. 2 Herbert, James I. 2 Hui, Tak Kee 2 Just, Jiri 2 Kitsios, Fotis 2 Kumar, Dudyala Anil 2 Liang, Liang 2 Liao, Jianqiao 2 Luo, Ronghua 2 Mahamani, A. 2 Mohamadi, Samira Malek 2 Moschidis, Odysseas 2 Murali, R. 2 Nair, Binoy B. 2 Pandurangadu, V. 2 Papathanasiou, Jason 2 Prasad, Bhanu 2 Punniyamoorthy, M. 2 Qin, Zhaoqiong 2
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International Journal of Data Analysis Techniques and Strategies 153
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RePEc 153
Showing 21 - 30 of 153
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A tabu search for the permutation flow shop problem with sequence dependent setup times
Santos, Nicolau; Rebelo, Rui; Pedroso, João Pedro - In: International Journal of Data Analysis Techniques and … 6 (2014) 3, pp. 275-285
In this work we present a tabu search metaheuristic method for solving the permutation flow shop scheduling problem with sequence dependent setup times and the objective of minimising total weighted tardiness. The problem is well known for its practical applications and for the difficulty in...
Persistent link: https://www.econbiz.de/10010816808
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A comparative study of sound and vibration signals in detection of rotating machine faults using support vector machine and independent component analysis
Saimurugan, M.; Ramachandran, K.I. - In: International Journal of Data Analysis Techniques and … 6 (2014) 2, pp. 188-204
In rotating machines, shaft and bearing are the critical components of interest for fault diagnosis. In recent years, the application of machine learning for fault diagnosis is gaining momentum. This paper presents the fault diagnosis of shaft and bearing using support vector machine (SVM). The...
Persistent link: https://www.econbiz.de/10010816809
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Fuzzy free disposal hull models under possibility and credibility measures
Shiraz, Rashed Khanjani; Tavana, Madjid; Paryab, Khalil - In: International Journal of Data Analysis Techniques and … 6 (2014) 3, pp. 286-306
The free disposal hull (FDH) models are used as an alternative to data envelopment analysis (DEA) models for performance measurement and efficiency assessment. The conventional FDH models are used to evaluate the performance of a set of firms or decision-making units (DMUs) using deterministic...
Persistent link: https://www.econbiz.de/10010816810
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Performance measures for rare event targeting
Huang, Wenxue; Pan, Yuanyi; Wu, Jianhong - In: International Journal of Data Analysis Techniques and … 6 (2014) 2, pp. 105-120
The Gini coefficient has been widely used to measure the performance of rare event targeting models. Although it is a good performance measure when the scores and hits are proportionally associated, it fails to address the possible non-linear distribution of targeting scores and neglects the...
Persistent link: https://www.econbiz.de/10010781578
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The fuzzy stability model: an interactive framework for measuring robustness and resiliency under uncertainty
Tavana, Madjid; Trevisani, Dawn A.; Dussault, Jerry L. - In: International Journal of Data Analysis Techniques and … 6 (2014) 2, pp. 137-161
The increasing complexity in workflow management systems (WMSs) has led to greater vulnerability due to system failure. Although system vulnerabilities cannot be completely eliminated, the accidental or anticipated failures have to be thoroughly understood and guarded. Traditionally, the failure...
Persistent link: https://www.econbiz.de/10010781579
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Towards a framework for quantifying system non-functional data definition and database requirements
Al-Khasawneh, Ahmad; Al-Sarayreh, Khalid T.; Meridji, Kenza - In: International Journal of Data Analysis Techniques and … 6 (2014) 2, pp. 162-187
In practice, during the system requirements gathering phase, the focus is often on the functional requirements of the system, while non-functional requirements are often captured by system analysts at a very global level. The European ECSS series of standards for the aerospace industry includes...
Persistent link: https://www.econbiz.de/10010781580
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Multivariate adaptive approach for monitoring simple linear profiles
Abdella, Galal M.; Yang, Kai; Alaeddini, Adel - In: International Journal of Data Analysis Techniques and … 6 (2014) 1, pp. 2-14
Adaptive sample size and sampling intervals schemes have been widely used to improve the statistical efficiency of Hotelling T² control chart in detecting small changes when the quality of a product or a process can be characterised by the multivariate distribution of quality characteristics....
Persistent link: https://www.econbiz.de/10011015149
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Robustness and sensitivity of conjoint analysis versus multiple linear regression analysis
Karakaya, Fahri; Awasthi, Abhrawashyu - In: International Journal of Data Analysis Techniques and … 6 (2014) 2, pp. 121-136
This study compares the robustness of conjoint analysis versus multiple linear regression when using orthogonal data. The explained variance (R²) by four independent variables was utilised to test the robustness of the regression analysis while Pearson's R and Kendall's tau were used for...
Persistent link: https://www.econbiz.de/10011015150
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A tourist satisfaction measurement model based on multiple criteria: application to the case of Skopelos Island
Siskos, Yannis; Rodios, Vassilios; Tsotsolas, Nikos - In: International Journal of Data Analysis Techniques and … 5 (2013) 1, pp. 63-83
Tourist satisfaction refers to the emotional state of tourists after exposure to the opportunity or experience. Experience can be regarded as the individual's intention to create a situation whereby he gains satisfaction. As a result, a tourist's satisfaction is determined by factors or criteria...
Persistent link: https://www.econbiz.de/10010816806
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Service innovation strategies in Greek hotel sector: an exploratory study using the statistical method of multidimensional analysis
Kitsios, Fotis; Moschidis, Odysseas; Livanis, Efstratios - In: International Journal of Data Analysis Techniques and … 5 (2013) 1, pp. 49-62
This study aims to gain insight into criteria (detailed market study, business/financial analysis, business/financial analysis before promotion, resource allocation) that contribute to the success of new service development (NSD) ventures in sectors of tourism economy and focusing especially on...
Persistent link: https://www.econbiz.de/10010816807
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