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Scenario Planning + MCDA Procedure For Innovation Selection Problem

+ Business Media, 2005. [22] Paul Trott. Innovation management and new product development. Pearson Education, 2005. [23] J. Christopher Westland. Global Innovation Management. Palgrave, Macmillan, 2008. [24] Hung-Yi Wu, Jui-Kuei Chen, and I-Shuo Chen. Innovation capital indicator assessment of taiwanese universities: A hybrid fuzzy model application. Expert Systems with Applications, 37(2):1635-1642, 2010.

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Tackling the Problem of Class Imbalance in Multi-class Sentiment Classification: An Experimental Study

References [1] Abbasi, A., France, S., Zhang, Z., Chen, H.: Selecting Attributes for Sentiment Classification Using Feature Relation Networks. IEEE Transactions on Knowledge and Data Engineering, 23 (3), 447-462 (2011). [2] Baccianella, S., Esuli, A., Sebastiani, F.: Sentiwordnet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining. In Proc. of the Int. Conference on Language Resources and Evaluation (2010). [3] Blagus, R., Lusa, L.: SMOTE for high-dimensional class-imbalanced data. BMC Bioinformatics, 14 (1), 1471

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Multi-Agent and Service Oriented Architectures for Intelligent Tutoring System Development

Solving." In Artificial Intelligence in Medicine, August, 2005- 2006:36(1), 2005. pp. 85-117. M. Hospers et al., "An Agent-based Intelligent Tutoring System for Nurse Education". In Applications of Intelligent Agents in Health Care (eds. J. Nealon, A. Moreno). Birkhauser Publishing Ltd, Basel, Switzerland, 2003. pp. 141-157. A. S. G. Smith, "Intelligent Tutoring Systems: personal notes". School of Computing Science at Middlesex University. - 1998. - http

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On Necessity of Semantic Analysis when Evaluating Concept Maps

-Naumeca, J. Grundspenkis, and M. Strautmane, “The Concept Map Based Assessment System: Functional Capabilities, Evolution, and Experimental Results,” International Journal of Continuing Engineering Education and Life-Long Learning, vol. 21, no. 4, pp. 308-327, 2011. https://doi.org/10.1504/ijceell.2011.042790 [8] B. E. Cline, C. C. Brewster, R. D. Fell “A rule-based system for automatically evaluating student concept maps.” Expert systems with applications, vol 37, pp. 2282-2291, 2010 https://doi.org/10.1016/j.eswa.2009.07.044 [9] D. A. Lapp

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Spatiotemporal Aspects of Big Data

://www.info.teradata.com/HTMLPubs/DB_TTU_16_00/index.html#page/SQL_Reference%2FB035-1182-160K%2Fyxa1472240621730.html%23wwID0EX1BI . [Accessed: 03-Nov-2017]. [12] “Temporal Database Management System,” Teradata Database, Tools and Utilities Release 16.00. [Online]. Available: https://www.info.teradata.com/HTMLPubs/DB_TTU_16_00/index.html#page/SQL_Reference%2FB035-1182-160K%2Fedi1472240621683.html%23 . [Accessed: 03-Nov-2017]. [13] T. White, Hadoop: The definitive guide , 4th ed., United States of America: O’Reilly Media, Inc, 2015. [14] J. Ellingwood, “Hadoop, Storm, Samza, Spark, and

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