A Novel Approach With Dynamic Fuzzy Inference for Big Data Classification Problems

[1]  Sumit Goswami,et al.  A Fuzzy Based Approach to Text Mining and Document Clustering , 2013, ArXiv.

[2]  Qiang Shen,et al.  Fuzzy interpolative reasoning via scale and move transformations , 2006, IEEE Transactions on Fuzzy Systems.

[3]  George Baciu,et al.  Cloudet: A Cloud-Driven Visual Cognition of Large Streaming Data , 2016, Int. J. Cogn. Informatics Nat. Intell..

[4]  Hiok Chai Quek,et al.  Backward Fuzzy Rule Interpolation , 2014, IEEE Transactions on Fuzzy Systems.

[5]  Yingxu Wang,et al.  Big Data Analytics: A Cognitive Perspectives , 2017, Int. J. Cogn. Informatics Nat. Intell..

[6]  Qiang Shen,et al.  Dynamic Fuzzy Rule Interpolation and Its Application to Intrusion Detection , 2018, IEEE Transactions on Fuzzy Systems.

[7]  Dweepna Garg,et al.  Fuzzy K-mean clustering in MapReduce on cloud based hadoop , 2014, 2014 IEEE International Conference on Advanced Communications, Control and Computing Technologies.

[8]  Francisco Herrera,et al.  A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules , 2015, Int. J. Comput. Intell. Syst..

[9]  Francisco Herrera,et al.  An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics , 2013, Inf. Sci..

[10]  Francisco Herrera,et al.  Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data , 2015, Fuzzy Sets Syst..

[11]  Samuel Madden,et al.  From Databases to Big Data , 2012, IEEE Internet Comput..

[12]  Li Li,et al.  Clustering Students for Group-Based Learning in Foreign Language Learning , 2015, Int. J. Cogn. Informatics Nat. Intell..

[13]  Sanjeev Jain,et al.  Implementation of Intrusion Detection System using Adaptive Neuro-Fuzzy Inference System for 5G wireless communication network , 2017 .

[14]  Qiang Shen,et al.  Fuzzy Interpolation and Extrapolation: A Practical Approach , 2008, IEEE Transactions on Fuzzy Systems.

[15]  Sanjay Ghemawat,et al.  MapReduce: Simplified Data Processing on Large Clusters , 2004, OSDI.

[16]  Francisco Herrera,et al.  A multi-objective evolutionary fuzzy system to obtain a broad and accurate set of solutions in intrusion detection systems , 2019, Soft Comput..

[17]  Xue-wen Chen,et al.  Combating the Small Sample Class Imbalance Problem Using Feature Selection , 2010, IEEE Transactions on Knowledge and Data Engineering.

[18]  Tadeusz Wibig,et al.  Autonomic Computing for a Complex Problem of Experimental Physics , 2010, Int. J. Cogn. Informatics Nat. Intell..