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            Export Date: 16 May 2022            
            Correspondence Address: Tikk, D.; Dep. of Telecommunications and Media Informatics, Magyar tudósok krt. 2, H-1117 Budapest, Hungary; email: tikk@tmit.bme.hu</comment>
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      <abstractText>This paper comprehensively analyzes Fuzzy Rule Interpolation and extrapolation Techniques (FRITs). Because extrapolation techniques are usually extensions of fuzzy rule interpolation, we treat them both as approximation techniques designed to be applied where sparse or incomplete fuzzy rule bases are used, i.e., when classical inference fails. FRITs have been investigated in the literature from aspects such as applicability to control problems, usefulness regarding complexity reduction and logic. Our objectives are to create an overall FRIT standard with a general set of criteria and to set a framework for guiding their classification and comparison. This paper is our initial investigation of FRITs. We plan to analyze details in later papers on how individual techniques satisfy the groups of criteria we propose. For analysis,MATLAB FRI Toolbox provides an easy-to-use testbed, as shown in experiments.</abstractText>
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          <label>36. Vass, G., Kalmár, L., Kóczy, L.T., Extension of the fuzzy rule interpolation method (1992) Proc. of the Int. Conf. on Fuzzy Sets Theory and Its Applications, , Liptovský Jan</label>
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          <label>37. Kovács, S., New aspect of interpolative reasoning (1996) Proc. of Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU'96), pp. 477-482. , Granada</label>
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          <label>38. Kovács, S., (2006) Extending the Fuzzy Rule Interpolation FIVE by Fuzzy Observation, pp. 485-497. , B. Reusch (Ed.) Advances in Soft Computing, Computational Intelligence, Theory and Applications Springer, Heidelberg-Berlin</label>
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          <label>39. Wong, K.W., Tikk, D., Gedeon, T.D., Koczy, L.T., Fuzzy rule interpolation for multidimensional input spaces with applications: A case study (2005) IEEE Transactions on Fuzzy Systems, 13 (6), pp. 809-819., DOI: 10.1109/TFUZZ.2005.859316</label>
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          <label>40. Johanyák, Z.C., Kovács, S., Fuzzy rule interpolation by the least squares method (2006) Proc. of the 7th Int. Symp. of Hungarian Researchers on Computational Intelligence (HUCI'06), pp. 495-506. , Budapest, Hungary</label>
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          <label>41. Johanyák, Z.C., Kovács, S., Vague environment-based twostep fuzzy rule interpolation method (2007) Proc. of the 5th Slovakian- Hungarian Joint Symposium on Applied Machine Intelligence and Informatics (SAMI 2007), pp. 189-200. , Poprad, Slovakia</label>
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          <label>42. Perfilieva, I., Lehmke, S., Correct models of fuzzy IF-THEN rules are continuous (2006) Fuzzy Sets and Systems, 157 (24), pp. 3188-3197. ,  PII S0165011406003289, DOI: 10.1016/j.fss.2006.08.002,</label>
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          <label>43. Tikk, D., Joó, I., Kóczy, L.T., Várlaki, P., Moser, B., Gedeon, T.D., Stability of interpolative fuzzy KH-controllers (2002) Fuzzy Sets and Systems, 125 (1), pp. 105-119</label>
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          <label>45. Kóczy, L.T., Hirota, K., Gedeon, T.D., (1997) Fuzzy Rule Interpolation by the Conservation of Relative Fuzziness, , Technical Report 97/2, Hirota Lab, Dept. of Comp. Intelligent and Sys. Sci., Tokyo Institute of Technology, Yokohama, Japan</label>
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      <label>Tikk D et al. Fuzzy rule interpolation and extrapolation techniques: Criteria and evaluation guidelines. (2011) JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS 1343-0130 1883-8014 15 3 254-263</label><template>&lt;div class=&quot;JournalArticle Publication short-list&quot;&gt; &lt;div class=&quot;authors&quot;&gt; &lt;span class=&quot;author-name&quot; mtid=&quot;10000253&quot;&gt; &lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10000253&quot; target=&quot;_blank&quot;&gt;Tikk, D&lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; ; &lt;span class=&quot;author-name&quot; mtid=&quot;10002124&quot;&gt; &lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10002124&quot; target=&quot;_blank&quot;&gt;Csaba, Johanyák Z&lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; ; &lt;span class=&quot;author-name&quot; mtid=&quot;10002275&quot;&gt; &lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10002275&quot; target=&quot;_blank&quot;&gt;Kovács, S&lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; ; &lt;span class=&quot;author-name&quot; &gt; Wong, K W &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; &lt;/div &gt;&lt;div class=&quot;title&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;1948142&quot; mtid=&quot;1948142&quot; target=&quot;_blank&quot;&gt;Fuzzy rule interpolation and extrapolation techniques: Criteria and evaluation guidelines&lt;/a&gt;&lt;/div&gt; &lt;div class=&quot;pub-info&quot;&gt; &lt;span class=&quot;journal-title&quot;&gt;JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS&lt;/span&gt; &lt;span class=&quot;journal-volume&quot;&gt;15&lt;/span&gt; : &lt;span class=&quot;journal-issue&quot;&gt;3&lt;/span&gt; &lt;span class=&quot;page&quot;&gt; pp. 254-263. , 10 p. &lt;/span&gt; &lt;span class=&quot;year&quot;&gt;(2011)&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;pub-end&quot;&gt;&lt;div class=&quot;identifier-list&quot;&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;10.20965/jaciii.2011.p0254&quot; target=&quot;_blank&quot; href=&quot;https://doi.org/10.20965/jaciii.2011.p0254&quot;&gt; DOI &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;000448695800002&quot; target=&quot;_blank&quot; href=&quot;https://www.webofscience.com/wos/woscc/full-record/000448695800002&quot;&gt; WoS &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;79957452343&quot; target=&quot;_blank&quot; href=&quot;http://www.scopus.com/record/display.url?origin=inward&amp;eid=2-s2.0-79957452343&quot;&gt; Scopus &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;http://researchrepository.murdoch.edu.au/4473/1/fuzzy_rule_interpolation.pdf&quot; target=&quot;_blank&quot; href=&quot;http://researchrepository.murdoch.edu.au/4473/1/fuzzy_rule_interpolation.pdf&quot;&gt; Teljes dokumentum &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;3919259212373350877&quot; target=&quot;_blank&quot; href=&quot;http://scholar.Google.com/scholar?hl=en&amp;lr=&amp;cluster=3919259212373350877&quot;&gt; Google scholar &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;short-pub-prop-list&quot;&gt; &lt;span class=&quot;short-pub-mtid&quot;&gt; Közlemény:1948142 &lt;/span&gt; &lt;span class=&quot;status-holder&quot;&gt;&lt;span class=&quot;status-data status-ADMIN_APPROVED&quot;&gt; Admin láttamozott &lt;/span&gt;&lt;/span&gt; &lt;span class=&quot;pub-core&quot;&gt;Forrás Idéző &lt;/span&gt; &lt;span class=&quot;pub-type&quot;&gt;Folyóiratcikk (Szakcikk ) &lt;/span&gt; &lt;!-- &amp;&amp; !record.category.scientific --&gt; &lt;span class=&quot;pub-category&quot;&gt;Tudományos&lt;/span&gt; &lt;div class=&quot;publication-citation&quot; style=&quot;margin-left: 0.5cm;&quot;&gt; &lt;span title=&quot;Nyilvános idézőközlemények összesen, említések nélkül&quot; class=&quot;citingPub-count&quot;&gt;Nyilvános idéző összesen: 51&lt;/span&gt; | Független: 42 | Függő: 9 | Nem jelölt: 0 | WoS jelölt: 27 | Scopus jelölt:&amp;nbsp;39 | WoS/Scopus jelölt:&amp;nbsp;39 | DOI jelölt:&amp;nbsp;44 &lt;/div&gt; &lt;/div&gt; &lt;/div&gt; &lt;/div&gt;</template><template2>&lt;div class=&quot;JournalArticle Publication long-list&quot;&gt;
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&lt;div class=&quot;lastModified&quot;&gt;Utolsó módosítás: 2022.05.13. 12:50 Zubályné Szűcs Judit (ME GÉIK admin 5)
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	&lt;pre class=&quot;comment&quot; style=&quot;margin-top: 0; margin-bottom: 0;&quot;&gt;&lt;u&gt;Megjegyzés&lt;/u&gt;: Cited By :40            
            Export Date: 16 May 2022            
            Correspondence Address: Tikk, D.; Dep. of Telecommunications and Media Informatics, Magyar tudósok krt. 2, H-1117 Budapest, Hungary; email: tikk@tmit.bme.hu&lt;/pre&gt;

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