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		<id>https://en.formulasearchengine.com/index.php?title=Co-occurrence_matrix&amp;diff=13657</id>
		<title>Co-occurrence matrix</title>
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		<updated>2013-11-12T12:46:35Z</updated>

		<summary type="html">&lt;p&gt;222.155.176.247: /* Aliases */ Gray-Level Co-occurrence Histograms&lt;/p&gt;
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&lt;div&gt;A [[regular language]] is said to be &#039;&#039;&#039;star-free&#039;&#039;&#039; if it can be described by a [[regular expression]] constructed from the letters of the [[alphabet (computer science)|alphabet]], the [[empty set]] symbol, all [[boolean operators]] &amp;amp;ndash; including [[Complement (set theory)|complementation]] &amp;amp;ndash; and [[concatenation]] but no [[Kleene star]].&amp;lt;ref name=Law235&amp;gt;Lawson (2004) p.235&amp;lt;/ref&amp;gt;  For instance, the language of words over the alphabet &amp;lt;math&amp;gt;\{a,\,b\}&amp;lt;/math&amp;gt; that do not have consecutive a&#039;s can be defined by &amp;lt;math&amp;gt;(\emptyset^c aa \emptyset^c)^c&amp;lt;/math&amp;gt;, where &amp;lt;math&amp;gt;X^c&amp;lt;/math&amp;gt; denotes the complement of a subset &amp;lt;math&amp;gt;X&amp;lt;/math&amp;gt; of &amp;lt;math&amp;gt;\{a,\,b\}^*&amp;lt;/math&amp;gt;.  The condition is equivalent to having [[generalized star height]] zero.&lt;br /&gt;
&lt;br /&gt;
[[Marcel-Paul Schützenberger]] characterized star-free languages as those with [[Aperiodic monoid|aperiodic]] [[syntactic monoid]]s.&amp;lt;ref&amp;gt;{{cite journal | author=[[Marcel-Paul Schützenberger]] | title=On finite monoids having only trivial subgroups | journal=Information and Computation| year=1965| volume=8 | issue=2 | pages=190–194|url=http://igm.univ-mlv.fr/~berstel/Mps/Travaux/A/1965-4TrivialSubgroupsIC.pdf}}&amp;lt;/ref&amp;gt;&amp;lt;ref name=Law262&amp;gt;Lawson (2004) p.262&amp;lt;/ref&amp;gt;  They can also be characterized logically as languages definable in FO[&amp;lt;], the monadic [[first-order logic]] over the natural numbers with the less-than relation,&amp;lt;ref&amp;gt;{{cite book | last=Straubing | first=Howard | title=Finite automata, formal logic, and circuit complexity | series=Progress in Theoretical Computer Science | location=Basel | publisher=Birkhäuser | year=1994 | isbn=3-7643-3719-2 | zbl=0816.68086 | page=79 }}&amp;lt;/ref&amp;gt; as the [[counter-free language]]s&amp;lt;ref&amp;gt;{{cite book | last1=McNaughton | first1=Robert | last2 = Papert | first2=Seymour | author2-link=Seymour Papert | others=With an appendix by William Henneman | series=Research Monograph | volume=65 | year=1971 | title=Counter-free Automata | publisher=MIT Press | isbn=0-262-13076-9 | zbl=0232.94024 }}&amp;lt;/ref&amp;gt; and as languages definable in [[linear temporal logic]].&amp;lt;ref&amp;gt;{{cite book  | last = Kamp| first=Johan Antony Willem |authorlink=Hans Kamp | title = Tense Logic and the Theory of Linear Order| publisher =  University of California at Los Angeles (UCLA) | year=1968}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
All star-free languages are in uniform [[AC0|AC&amp;lt;sup&amp;gt;0&amp;lt;/sup&amp;gt;]].&lt;br /&gt;
&lt;br /&gt;
==See also==&lt;br /&gt;
*[[Star height]]&lt;br /&gt;
*[[Generalized star height problem]]&lt;br /&gt;
*[[Star height problem]]&lt;br /&gt;
&lt;br /&gt;
==References==&lt;br /&gt;
{{reflist}}&lt;br /&gt;
* {{cite book | last=Lawson | first=Mark V. | title=Finite automata | publisher=Chapman and Hall/CRC | year=2004 | isbn=1-58488-255-7 | zbl=1086.68074 }}&lt;br /&gt;
* {{cite book|editor=Jörg Flum | editor2=Erich Grädel | editor3=Thomas Wilke | title=Logic and automata: history and perspectives | year=2008 | publisher=Amsterdam University Press | isbn=978-90-5356-576-6 | url=http://www.lsv.ens-cachan.fr/Publis/PAPERS/PDF/DG-WT08.pdf | chapter=First-order definable languages | first1=Volker | last1=Diekert | first2=Paul | last2=Gastin | unused_data=chapter}}&lt;br /&gt;
&lt;br /&gt;
{{Formal languages and grammars}}&lt;br /&gt;
&lt;br /&gt;
[[Category:Logic in computer science]]&lt;br /&gt;
[[Category:Formal languages]]&lt;br /&gt;
[[Category:Automata theory]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{{comp-sci-theory-stub}}&lt;/div&gt;</summary>
		<author><name>222.155.176.247</name></author>
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