diff --git a/DESCRIPTION b/DESCRIPTION
index a4122c61..39d44575 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: mlr3fselect
 Title: Feature Selection for 'mlr3'
-Version: 0.12.0
+Version: 0.11.0.9000
 Authors@R: c(
     person("Marc", "Becker", , "marcbecker@posteo.de", role = c("aut", "cre"),
            comment = c(ORCID = "0000-0002-8115-0400")),
@@ -45,7 +45,7 @@ Encoding: UTF-8
 Language: en-US
 NeedsCompilation: no
 Roxygen: list(markdown = TRUE)
-RoxygenNote: 7.3.1
+RoxygenNote: 7.2.3
 Collate:
     'ArchiveFSelect.R'
     'AutoFSelector.R'
diff --git a/NEWS.md b/NEWS.md
index 4f870bfe..d099b4a8 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,4 +1,4 @@
-# mlr3fselect 0.12.0
+# mlr3fselect (development version)
 
 * feat: Add number of features to `instance$result`.
 * feat: Add `ties_method` options `"least_features"` and `"random"` to `ArchiveFSelect$best()`.
@@ -10,7 +10,7 @@
 * fix: Include `FSelector` in hash of  `AutoFSelector`.
 * refactor: Change default batch size of `FSelectorRandomSearch` to 10.
 * feat: Add `batch_size` parameter to `FSelectorExhaustiveSearch` to reduce memory consumption.
-* compatibility: Work with new paradox version 1.0.0
+* Compatibility with upcoming paradox release.
 
 # mlr3fselect 0.11.0
 
diff --git a/R/bibentries.R b/R/bibentries.R
index de5f698f..b993f233 100644
--- a/R/bibentries.R
+++ b/R/bibentries.R
@@ -66,6 +66,7 @@ bibentries = c(
     address   = "New York, NY",
     pages     = "61--92",
     isbn      = "978-1-4614-6849-3",
+    doi       = "10.1007/978-1-4614-6849-3_4",
     url       = "https://doi.org/10.1007/978-1-4614-6849-3_4"
   )
 )
diff --git a/man/mlr3fselect.one_se_rule.Rd b/man/mlr3fselect.one_se_rule.Rd
index 8e5dac6e..b2b5c4c1 100644
--- a/man/mlr3fselect.one_se_rule.Rd
+++ b/man/mlr3fselect.one_se_rule.Rd
@@ -8,7 +8,7 @@ Kuhn, Max, Johnson, Kjell (2013).
 \dQuote{Applied Predictive Modeling.}
 In chapter Over-Fitting and Model Tuning, 61--92.
 Springer New York, New York, NY.
-ISBN 978-1-4614-6849-3, \url{https://doi.org/10.1007/978-1-4614-6849-3_4}.
+ISBN 978-1-4614-6849-3, \doi{10.1007/978-1-4614-6849-3_4}, \url{https://doi.org/10.1007/978-1-4614-6849-3_4}.
 }
 \description{
 Selects the smallest feature set within one standard error of the best as the result.
diff --git a/man/mlr_fselectors.Rd b/man/mlr_fselectors.Rd
index 798d30da..eb144e45 100644
--- a/man/mlr_fselectors.Rd
+++ b/man/mlr_fselectors.Rd
@@ -41,8 +41,8 @@ Other FSelector:
 \code{\link{mlr_fselectors_exhaustive_search}},
 \code{\link{mlr_fselectors_genetic_search}},
 \code{\link{mlr_fselectors_random_search}},
-\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_rfecv}},
+\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_sequential}},
 \code{\link{mlr_fselectors_shadow_variable_search}}
 }
diff --git a/man/mlr_fselectors_design_points.Rd b/man/mlr_fselectors_design_points.Rd
index 03c455d8..860b1daa 100644
--- a/man/mlr_fselectors_design_points.Rd
+++ b/man/mlr_fselectors_design_points.Rd
@@ -72,14 +72,14 @@ learner$train(task)
 }
 \seealso{
 Other FSelector: 
-\code{\link{mlr_fselectors}},
 \code{\link{mlr_fselectors_exhaustive_search}},
 \code{\link{mlr_fselectors_genetic_search}},
 \code{\link{mlr_fselectors_random_search}},
-\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_rfecv}},
+\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_sequential}},
-\code{\link{mlr_fselectors_shadow_variable_search}}
+\code{\link{mlr_fselectors_shadow_variable_search}},
+\code{\link{mlr_fselectors}}
 }
 \concept{FSelector}
 \section{Super classes}{
diff --git a/man/mlr_fselectors_exhaustive_search.Rd b/man/mlr_fselectors_exhaustive_search.Rd
index d103977c..0988ffd6 100644
--- a/man/mlr_fselectors_exhaustive_search.Rd
+++ b/man/mlr_fselectors_exhaustive_search.Rd
@@ -60,14 +60,14 @@ learner$train(task)
 }
 \seealso{
 Other FSelector: 
-\code{\link{mlr_fselectors}},
 \code{\link{mlr_fselectors_design_points}},
 \code{\link{mlr_fselectors_genetic_search}},
 \code{\link{mlr_fselectors_random_search}},
-\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_rfecv}},
+\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_sequential}},
-\code{\link{mlr_fselectors_shadow_variable_search}}
+\code{\link{mlr_fselectors_shadow_variable_search}},
+\code{\link{mlr_fselectors}}
 }
 \concept{FSelector}
 \section{Super class}{
diff --git a/man/mlr_fselectors_genetic_search.Rd b/man/mlr_fselectors_genetic_search.Rd
index 7aae3d9a..d6a725a7 100644
--- a/man/mlr_fselectors_genetic_search.Rd
+++ b/man/mlr_fselectors_genetic_search.Rd
@@ -54,14 +54,14 @@ learner$train(task)
 }
 \seealso{
 Other FSelector: 
-\code{\link{mlr_fselectors}},
 \code{\link{mlr_fselectors_design_points}},
 \code{\link{mlr_fselectors_exhaustive_search}},
 \code{\link{mlr_fselectors_random_search}},
-\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_rfecv}},
+\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_sequential}},
-\code{\link{mlr_fselectors_shadow_variable_search}}
+\code{\link{mlr_fselectors_shadow_variable_search}},
+\code{\link{mlr_fselectors}}
 }
 \concept{FSelector}
 \section{Super class}{
diff --git a/man/mlr_fselectors_random_search.Rd b/man/mlr_fselectors_random_search.Rd
index b400883c..7a7b9c74 100644
--- a/man/mlr_fselectors_random_search.Rd
+++ b/man/mlr_fselectors_random_search.Rd
@@ -68,14 +68,14 @@ learner$train(task)
 }
 \seealso{
 Other FSelector: 
-\code{\link{mlr_fselectors}},
 \code{\link{mlr_fselectors_design_points}},
 \code{\link{mlr_fselectors_exhaustive_search}},
 \code{\link{mlr_fselectors_genetic_search}},
-\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_rfecv}},
+\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_sequential}},
-\code{\link{mlr_fselectors_shadow_variable_search}}
+\code{\link{mlr_fselectors_shadow_variable_search}},
+\code{\link{mlr_fselectors}}
 }
 \concept{FSelector}
 \section{Super class}{
diff --git a/man/mlr_fselectors_rfe.Rd b/man/mlr_fselectors_rfe.Rd
index ef1c8510..610c8e5a 100644
--- a/man/mlr_fselectors_rfe.Rd
+++ b/man/mlr_fselectors_rfe.Rd
@@ -110,14 +110,14 @@ learner$train(task)
 }
 \seealso{
 Other FSelector: 
-\code{\link{mlr_fselectors}},
 \code{\link{mlr_fselectors_design_points}},
 \code{\link{mlr_fselectors_exhaustive_search}},
 \code{\link{mlr_fselectors_genetic_search}},
 \code{\link{mlr_fselectors_random_search}},
 \code{\link{mlr_fselectors_rfecv}},
 \code{\link{mlr_fselectors_sequential}},
-\code{\link{mlr_fselectors_shadow_variable_search}}
+\code{\link{mlr_fselectors_shadow_variable_search}},
+\code{\link{mlr_fselectors}}
 }
 \concept{FSelector}
 \section{Super class}{
diff --git a/man/mlr_fselectors_rfecv.Rd b/man/mlr_fselectors_rfecv.Rd
index c32fcf3b..39e93d20 100644
--- a/man/mlr_fselectors_rfecv.Rd
+++ b/man/mlr_fselectors_rfecv.Rd
@@ -101,14 +101,14 @@ learner$train(task)
 }
 \seealso{
 Other FSelector: 
-\code{\link{mlr_fselectors}},
 \code{\link{mlr_fselectors_design_points}},
 \code{\link{mlr_fselectors_exhaustive_search}},
 \code{\link{mlr_fselectors_genetic_search}},
 \code{\link{mlr_fselectors_random_search}},
 \code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_sequential}},
-\code{\link{mlr_fselectors_shadow_variable_search}}
+\code{\link{mlr_fselectors_shadow_variable_search}},
+\code{\link{mlr_fselectors}}
 }
 \concept{FSelector}
 \section{Super class}{
diff --git a/man/mlr_fselectors_sequential.Rd b/man/mlr_fselectors_sequential.Rd
index 6054b323..b791b640 100644
--- a/man/mlr_fselectors_sequential.Rd
+++ b/man/mlr_fselectors_sequential.Rd
@@ -65,14 +65,14 @@ learner$train(task)
 }
 \seealso{
 Other FSelector: 
-\code{\link{mlr_fselectors}},
 \code{\link{mlr_fselectors_design_points}},
 \code{\link{mlr_fselectors_exhaustive_search}},
 \code{\link{mlr_fselectors_genetic_search}},
 \code{\link{mlr_fselectors_random_search}},
-\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_rfecv}},
-\code{\link{mlr_fselectors_shadow_variable_search}}
+\code{\link{mlr_fselectors_rfe}},
+\code{\link{mlr_fselectors_shadow_variable_search}},
+\code{\link{mlr_fselectors}}
 }
 \concept{FSelector}
 \section{Super class}{
diff --git a/man/mlr_fselectors_shadow_variable_search.Rd b/man/mlr_fselectors_shadow_variable_search.Rd
index 7302af96..2dc0e9d1 100644
--- a/man/mlr_fselectors_shadow_variable_search.Rd
+++ b/man/mlr_fselectors_shadow_variable_search.Rd
@@ -69,14 +69,14 @@ learner$train(task)
 }
 \seealso{
 Other FSelector: 
-\code{\link{mlr_fselectors}},
 \code{\link{mlr_fselectors_design_points}},
 \code{\link{mlr_fselectors_exhaustive_search}},
 \code{\link{mlr_fselectors_genetic_search}},
 \code{\link{mlr_fselectors_random_search}},
-\code{\link{mlr_fselectors_rfe}},
 \code{\link{mlr_fselectors_rfecv}},
-\code{\link{mlr_fselectors_sequential}}
+\code{\link{mlr_fselectors_rfe}},
+\code{\link{mlr_fselectors_sequential}},
+\code{\link{mlr_fselectors}}
 }
 \concept{FSelector}
 \section{Super class}{