From 3e0ebdf21d2dea59c9e2546c2338e830e5916dda Mon Sep 17 00:00:00 2001
From: Martin Thoma <info@martin-thoma.de>
Date: Tue, 24 Jan 2017 13:07:20 +0100
Subject: [PATCH] HASY: Add version of db and reference to sklearn / TF

---
 publications/hasy/literatur.bib | 62 +++++++++++++++++++++++++++++++++
 publications/hasy/main.tex      |  7 ++--
 2 files changed, 66 insertions(+), 3 deletions(-)

diff --git a/publications/hasy/literatur.bib b/publications/hasy/literatur.bib
index 7f916e9..0b841d0 100644
--- a/publications/hasy/literatur.bib
+++ b/publications/hasy/literatur.bib
@@ -2,6 +2,56 @@
 % Encoding: UTF-8
 
 
+@Misc{tensorflow2015-whitepaper,
+  Title                    = { {TensorFlow}: Large-Scale Machine Learning on Heterogeneous Systems},
+
+  Author                   = {
+ Mart\'{\i}n~Abadi and
+ Ashish~Agarwal and
+ Paul~Barham and
+ Eugene~Brevdo and
+ Zhifeng~Chen and
+ Craig~Citro and
+ Greg~S.~Corrado and
+ Andy~Davis and
+ Jeffrey~Dean and
+ Matthieu~Devin and
+ Sanjay~Ghemawat and
+ Ian~Goodfellow and
+ Andrew~Harp and
+ Geoffrey~Irving and
+ Michael~Isard and
+ Yangqing Jia and
+ Rafal~Jozefowicz and
+ Lukasz~Kaiser and
+ Manjunath~Kudlur and
+ Josh~Levenberg and
+ Dan~Man\'{e} and
+ Rajat~Monga and
+ Sherry~Moore and
+ Derek~Murray and
+ Chris~Olah and
+ Mike~Schuster and
+ Jonathon~Shlens and
+ Benoit~Steiner and
+ Ilya~Sutskever and
+ Kunal~Talwar and
+ Paul~Tucker and
+ Vincent~Vanhoucke and
+ Vijay~Vasudevan and
+ Fernanda~Vi\'{e}gas and
+ Oriol~Vinyals and
+ Pete~Warden and
+ Martin~Wattenberg and
+ Martin~Wicke and
+ Yuan~Yu and
+ Xiaoqiang~Zheng},
+  Note                     = {Software available from tensorflow.org},
+  Year                     = {2015},
+
+  Url                      = {http://tensorflow.org/}
+}
+
 @Misc{Kirsch2014,
   Title                    = {Detexify data},
 
@@ -40,6 +90,18 @@
   Url                      = {http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf}
 }
 
+@Article{scikit-learn,
+  Title                    = {Scikit-learn: Machine Learning in {P}ython},
+  Author                   = {Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.
+ and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
+ and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
+ Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
+  Journal                  = {Journal of Machine Learning Research},
+  Year                     = {2011},
+  Pages                    = {2825--2830},
+  Volume                   = {12}
+}
+
 @MastersThesis{Thoma:2014,
   Title                    = {On-line {Recognition} of {Handwritten} {Mathematical} {Symbols}},
   Author                   = {Martin Thoma},
diff --git a/publications/hasy/main.tex b/publications/hasy/main.tex
index 9cfc470..a1d779a 100644
--- a/publications/hasy/main.tex
+++ b/publications/hasy/main.tex
@@ -59,7 +59,7 @@
 
 \usepackage[nameinlink, noabbrev,capitalise]{cleveref}
 
-\title{The HASY dataset}
+\title{The HASYv2 dataset}
 \author{%
     \IEEEauthorblockN{Martin Thoma}\\
     \IEEEauthorblockA{E-Mail: info@martin-thoma.de} % ORCID: http://orcid.org/0000-0002-6517-1690
@@ -68,8 +68,8 @@
 \hypersetup{
     pdfauthor   = {Martin Thoma},
     pdfkeywords = {dataset},
-    pdfsubject  = {HASY, dataset},
-    pdftitle    = {The HASY dataset},
+    pdfsubject  = {HASY, HASYv2, dataset},
+    pdftitle    = {The HASYv2 dataset},
 }
 \usepackage[inline]{enumitem}
 \usepackage{longtable}
@@ -100,6 +100,7 @@
 \newcommand{\dbTestInstances}{\num{17074}}
 \newcommand{\dbTotalInstances}{\num{168233}}
 \newcommand{\dbName}{HASY}
+\newcommand{\dbNameVersion}{HASYv2}
 \newcommand{\dbSizeMB}{29.1}
 \newcommand{\dbDownloadURL}{\url{https://doi.org/10.5281/zenodo.250239}}
 \newcommand{\dbMDfivesum}{6118404f29810a2e09f47171b952148b}