Fuzzy Logic in KNIME – Modules for Approximate Reasoning –

References

• Berthold M.R. Mixed Fuzzy Rule Formation , In International Journal of Approximate Reasoning (IJAR) , 32 , 67 – 84 , Elsevier , 2003 .
   Google Scholar
• Berthold M.R. , Cebron N. , Dill F. , Gabriel T.R. , Kötter T. , Meinl T. , Ohl P. , Sieb C. , Thiel K. , and Wiswedel B “KNIME: The Konstanz Information Miner,” In Studies in Classification, Data Analysis, and Knowledge Organization (GfKL 2007) . Springer , 2007 .
   Google Scholar
• Berthold M.R. , Cebron N. , Dill F. , Gabriel T. R. , Kötter T. , Meinl T. , Ohl P. , Thiel K. , and Wiswedel B. “KNIME: The Konstanz Information Miner. Version 2.0 and Beyond,” In SIGKDD Explorations . ACM Press , 11(1) , 2009 .
   Google Scholar
• Berthold , M.R. and Hall , L.O. 2003 . Visualizing Fuzzy Points in Parallel Coordinates . IEEE Transactions on Fuzzy Systems , 11 ( 3 ) : 369 – 374 .
   Google Scholar
• Berthold M.R. and Holve R. Visualizing High Dimensional Fuzzy Rules In Proceedings of NAFIPS , 64 – 68 , IEEE Press , 2000 .
   Google Scholar
• Berthold M.R. , Wiswedel B. , and Patterson D.E. Interactive Exploration of Fuzzy Clusters Using Neighborgrams Fuzzy Sets and Systems , 149 1 , 21 – 37 , Elsevier , 2005 .
   Google Scholar
• Bezdek , J.C. 1981 . Pattern Recognition with Fuzzy Objective Function Algorithms , New York : Plenum Press .
   Google Scholar
• Clark , R.D. 2001 . Relative and absolute diversity analysis of combinatorial libraries Combinatorial Library Design and Evaluation , 337 – 362 . New York : Marcel Dekker .
   Google Scholar
• Curk , T. , Demsar , J. , Xu , Q. , Leban , G. , Petrovic , U. , Bratko , I. , Shaulsky , G. and Zupan , B. 2005 . Microarray data mining with visual programming . Bioinformatics. , 21 ( 3 ) : 396 – 408 .
   Google Scholar
• Davé , R.N. 1991 . Characterization and detection of noise in clustering . Pattern Recognition Letters , 12 : 657 – 664 .
   Web of Science ®Google Scholar
• Fisher , R.A. 1936 . The use of multiple measurements in taxonomic problems . Annals of Eugenics , 7 ( 2 ) : 179 – 188 .
   Google Scholar
• Gabriel Th.R and Berthold M.R. Influence of fuzzy norms and other heuristics on 'Mixed Fuzzy Rule Formation’ , In International Journal of Approximate Reasoning (IJAR) 35 , 195 – 202 , Elsevier , 2004 .
   Google Scholar
• Gabriel Th.R Thiel K. , and Berthold M.R. “Rule Visualization based on Multi-Dimensional Scaling,” In IEEE International Conference on Fuzzy Systems , 2006 .
   Google Scholar
• Hall M. , Frank E. , Holmes G. , Pfahringer B. , Reutemann P. , and Witten I.H “The WEKA Data Mining Software: An Update,” SIGKDD Explorations , 11 1 , 2009 .
   Google Scholar
• Guazzelli A. , Lin W. , and Jena T “PMML in Action: Unleashing the Power of Open Standards for Data Mining and Predictive Analytics.”
   Google Scholar
• Hanss , M. 2005 . Applied Fuzzy Arithmetic, An Introduction with Engineering Applications , Springer .
   Google Scholar
• Mierswa I. , Wurst M. , Klinkenberg R. , Scholz M. , and Euler T. “YALE: Rapid Prototyping for Complex Data Mining Tasks,” In Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2006 .
   Google Scholar
• Morent D. , Stathatos K. , Lin W.-C. , and Berthold M.R. “Comprehensive PMML Preprocessing in KNIME,” In Proceedings of the PMML Workshop , KDD 2011 .
   Google Scholar
• Wiswedel B. , Patterson D.E. , and Berthold M.R. “Interactive Exploration of Fuzzy Clusters,” In: de Oliveira J.V. , and Pedrycz W Advances in Fuzzy Clustering and its Applications John Wiley and Sons 123 – 136 , 2007 .
   Google Scholar
• Zadeh , L.A. 1965 . Fuzzy sets . Information and Control , 8 ( 3 ) : 338 – 353 .
   Google Scholar