Added reference to the DBSTREAM paper.

vignettes/stream.Rnw

@@ -1466,7 +1466,7 @@ For evolving data streams it is more appropriate to bias the sample
 toward more recent data points. For biased sampling,
 the method called Algorithm~2.1 by \cite{stream:Aggarwal:2006} is also implemented.
 
-\item\code{DSC_DBSTREAM} implements an extension of the simple data stream clustering algorithm called
+\item\code{DSC_DBSTREAM}~\citep{hahsler:Hahsler2016b} implements an extension of the simple data stream clustering algorithm called
 \emph{tNN threshold nearest-neighbors (tNN)} which was developed
 for package~\pkg{rEMM}
 by \cite{stream:Hahsler+Dunham:2014,stream:Hahsler+Dunham:2010b}.

vignettes/stream.bib

@@ -64,8 +64,8 @@ @Manual{stream:cran:2010
 @Manual{stream:Hahsler+Dunham:2014,
 	title = {{rEMM}: Extensible Markov Model for Data Stream Clustering in {R}},
 	author = {Michael Hahsler and Margaret H. Dunham},
-	year = {2014},
-	note = {R~package version~1.0-9.},
+	year = {2015},
+	note = {R~package version~1.0-11.},
 	url = {http://CRAN.R-project.org/},
 }
 
@@ -83,8 +83,8 @@ @Article{stream:Hahsler+Dunham:2010b
 @Manual{stream:Meyer+Buchta:2010,
 	title = {proxy: {D}istance and Similarity Measures},
 	author = {David Meyer and Christian Buchta},
-	year = {2010},
-	note = {R~package version~0.4-6},
+	year = {2017},
+	note = {R~package version~0.4-17},
 	url = {http://CRAN.R-project.org/package=proxy},
 }
 
@@ -102,8 +102,8 @@ @Book{stream:Venables+Ripley:2002
 @Manual{stream:Qiu+Joe:2009,
 	title = {clusterGeneration: {R}andom Cluster Generation},
 	author = {Weiliang Qiu and Harry Joe.},
-	year = {2009},
-	note = {R~package version~1.2.7},
+	year = {2015},
+	note = {R~package version~1.3.4},
 	url = {http://CRAN.R-project.org/package=clusterGeneration},
 }
 
@@ -379,8 +379,8 @@ @INPROCEEDINGS{stream:Masud+Chen+Khan+Aggarwal+Gao+Han+Thuraisingham:2010
 @Manual{stream:Hennig:2010,
 	title = {fpc: {F}lexible Procedures for Clustering},
 	author = {Christian Hennig},
-	year = {2010},
-	note = {R~package version~2.0-3},
+	year = {2015},
+	note = {R~package version~2.1-10},
 	url = {http://CRAN.R-project.org/package=fpc},
 }
 
@@ -464,8 +464,8 @@ @book{stream:Witten:2005
 @Manual{stream:Urbanek:2013,
     title = {{rJava}: {L}ow-level {R} to {J}ava interface},
     author = {Simon Urbanek},
-    year = {2011},
-    note = {R~package version~0.9-6},
+    year = {2016},
+    note = {R~package version~0.9-8},
     url = {http://CRAN.R-project.org/package=rJava},
 }
 
@@ -555,8 +555,8 @@ @article{stream:Tu:2009
 @Manual{stream:Leydold:2012,
     title = {rstream: {S}treams of Random Numbers},
     author = {Josef Leydold},
-    year = {2012},
-    note = {R~package version~1.3.2},
+    year = {2015},
+    note = {R~package version~1.3.4},
     url = {http://CRAN.R-project.org/package=rstream},
 }
 
@@ -579,16 +579,16 @@ @Manual{stream:Barbera:2014
 @Manual{stream:Gentry:2013,
     title = {twitteR: {R} Based {T}witter Client},
     author = {Jeff Gentry},
-    year = {2013},
-    note = {R~package version~1.1.7},
+    year = {2015},
+    note = {R~package version~1.1.9},
     url = {http://CRAN.R-project.org/package=twitteR},
   }
   
 @Manual{stream:Ryan:2013,
     title = {quantmod: {Q}uantitative Financial Modelling Framework},
     author = {Jeffrey A. Ryan},
-    year = {2013},
-    note = {R~package version~0.4-0},
+    year = {2016},
+    note = {R~package version~0.4-7},
     url = {http://CRAN.R-project.org/package=quantmod},
   }
   
@@ -627,17 +627,17 @@ @Manual{stream:Kaptein:2013
 @Manual{stream:Hornik:2013,
   title = {clue: {C}luster Ensembles},
   author = {Kurt Hornik},
-  year = {2013},
-  note = {R~package version~0.3-47.},
+  year = {2017},
+  note = {R~package version~0.3-53.},
   url = {http://CRAN.R-project.org/package=clue},
 }
 
 @Manual{stream:Xie:2013,
   title = {animation: {A} Gallery of Animations in Statistics and Utilities to Create
 Animations},
   author = {Yihui Xie},
-  year = {2013},
-  note = {R~package version~2.2},
+  year = {2015},
+  note = {R~package version~2.4},
   url = {http://CRAN.R-project.org/package=animation},
 
 }
@@ -700,8 +700,8 @@ @inproceedings{stream:Kremer:2011
 @Manual{stream:Leisch:2010,
       title = {mlbench: {M}achine Learning Benchmark Problems},
         author = {Friedrich Leisch and Evgenia Dimitriadou},
-	  year = {2010},
-	    note = {{R} package version~2.1-0},
+	  year = {2012},
+	    note = {{R} package version~2.1-1},
 	url = {http://CRAN.R-project.org/package=mlbench},
 }
 
@@ -810,7 +810,6 @@ @INPROCEEDINGS{stream_clust:Cao:2006
   pages = {328--339},
   publisher = {SIAM},
   owner = {hahsler},
-  timestamp = {2009.04.29}
 }
 
 @ARTICLE{stream_clust:Guha:2003,
@@ -1369,9 +1368,9 @@ @Manual{stream:DBI:2014
 
 @Manual{stream:stream:2014,
     title = {stream: Infrastructure for Data Stream Mining},
-    author = {Michael Hahsler and Matthew Bolanos and John Forrest},
-    year = {2015},
-    note = {R~package version~1.2-0},
+    author = {Michael Hahsler and Matthew Bola{\~n}os and John Forrest},
+    year = {2017},
+    note = {R~package version~1.2-4},
     url = {http://CRAN.R-project.org/package=stream},
 }
 
@@ -1432,7 +1431,7 @@ @inproceedings{stream:Kranen:2010
 @Manual{stream:Hahsler:2015b,
     title = {dbscan: Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms},
     author = {Michael Hahsler},
-    year = {2015},
+    year = {2017},
     note = {R package version 1.0-0},
     url = {http://CRAN.R-project.org/package=dbscan},
 }
@@ -1461,3 +1460,15 @@ @Article{stream:Hahsler:2017
     doi = {10.18637/jss.v076.i14},
 }
 
+@article{hahsler:Hahsler2016b,
+    author = {Michael Hahsler and Matthew Bola{\~n}os},
+    title = {Clustering Data Streams Based on Shared Density Between Micro-Clusters},
+    journal = {IEEE Transactions on Knowledge and Data Engineering},
+    year = {2016},
+    volume = {28},
+    number = {6},
+    pages = {1449--1461},
+    month = {June},
+    doi = {10.1109/TKDE.2016.2522412},
+    issn = {1041-4347},
+}