wip: paper

7 files changed, 638 insertions, 0 deletions

diff --git a/docs/TR-20210730212057-IA-WDS-CG/.gitignore b/docs/TR-20210730212057-IA-WDS-CG/.gitignore
new file mode 100644
index 0000000..5040d53
--- /dev/null
+++ b/docs/TR-20210730212057-IA-WDS-CG/.gitignore
@@ -0,0 +1,5 @@
+*.log
+*.aux
+*.bbl
+*.blg
+*.out
diff --git a/docs/TR-20210730212057-IA-WDS-CG/Makefile b/docs/TR-20210730212057-IA-WDS-CG/Makefile
new file mode 100644
index 0000000..9996575
--- /dev/null
+++ b/docs/TR-20210730212057-IA-WDS-CG/Makefile
@@ -0,0 +1,9 @@
+main.pdf: main.tex
+	pdflatex main.tex
+	bibtex main
+	pdflatex main.tex
+
+
+.PHONY: clean
+clean:
+	rm -f main.pdf
diff --git a/docs/TR-20210730212057-IA-WDS-CG/README.md b/docs/TR-20210730212057-IA-WDS-CG/README.md
new file mode 100644
index 0000000..54de590
--- /dev/null
+++ b/docs/TR-20210730212057-IA-WDS-CG/README.md
@@ -0,0 +1,49 @@
+
+## Description:
+
+The project hosts an aesthetic and simple LaTeX style suitable for "preprint" publications such as arXiv and bio-arXiv, etc. 
+It is based on the [**nips_2018.sty**](https://media.nips.cc/Conferences/NIPS2018/Styles/nips_2018.sty) style.
+
+This styling maintains the esthetic of NIPS but adding and changing features to make it (IMO) even better and more suitable for preprints.
+The result looks fairly different from NIPS style so that readers won't get confused to think that the preprint was published in NIPS. 
+
+### Why NIPS? 
+Because the NIPS styling is a comfortable single column format that is very esthetic and convenient for reading.
+
+## Usage:
+1. Use Document class **article**. 
+2. Copy **arxiv.sty** to the folder containing your tex file.
+3. add `\usepackage{arxiv}` after `\documentclass{article}`.
+4. The only packages used in the style file are **geometry** and **fancyheader**. Do not reimport them.
+
+See **template.tex** 
+
+## Project files:
+1. **arxiv.sty** - the style file.
+2. **template.tex** - a sample template that uses the **arxiv style**.
+3. **references.bib** - the bibliography source file for template.tex.
+4. **template.pdf** - a sample output of the template file that demonstrated the design provided by the arxiv style.
+
+
+## Handling References when submitting to arXiv.org
+The most convenient way to manage references is using an external BibTeX file and pointing to it from the main file. 
+However, this requires running the [bibtex](http://www.bibtex.org/) tool to "compile" the `.bib` file and create `.bbl` file containing "bibitems" that can be directly inserted in the main tex file. 
+However, unfortunately the arXiv Tex environment ([Tex Live](https://www.tug.org/texlive/)) do not do that. 
+So easiest way when submitting to arXiv is to create a single self-contained .tex file that contains the references.
+This can be done by running the BibTeX command on your machine and insert the content of the generated `.bbl` file into the `.tex` file and commenting out the `\bibliography{references}` that point to the external references file.
+
+Below are the commands that should be run in the project folder:
+1. Run `$ latex template`
+2. Run `$ bibtex template`
+3. A `template.bbl` file will be generated (make sure it is there)
+4. Copy the `template.bbl` file content to `template.tex` into the `\begin{thebibliography}` command.
+5. Comment out the `\bibliography{references}` command in `template.tex`.
+6. You ready to submit to arXiv.org.
+
+
+## General Notes:
+1. For help, comments, praises, bug reporting or change requests, you can contact the author at: kourgeorge/at/gmail.com.
+2. You can use, redistribute and do whatever with this project, however, the author takes no responsibility on whatever usage of this project.
+3. If you start another project based on this project, it would be nice to mention/link to this project.
+4. You are very welcome to contribute to this project.
+5. A good looking 2 column template can be found in https://github.com/brenhinkeller/preprint-template.tex.
diff --git a/docs/TR-20210730212057-IA-WDS-CG/arxiv.sty b/docs/TR-20210730212057-IA-WDS-CG/arxiv.sty
new file mode 100644
index 0000000..ccb7feb
--- /dev/null
+++ b/docs/TR-20210730212057-IA-WDS-CG/arxiv.sty
@@ -0,0 +1,262 @@
+\NeedsTeXFormat{LaTeX2e}
+
+\ProcessOptions\relax
+
+% fonts
+\renewcommand{\rmdefault}{ptm}
+\renewcommand{\sfdefault}{phv}
+
+% set page geometry
+\usepackage[verbose=true,letterpaper]{geometry}
+\AtBeginDocument{
+  \newgeometry{
+    textheight=9in,
+    textwidth=6.5in,
+    top=1in,
+    headheight=14pt,
+    headsep=25pt,
+    footskip=30pt
+  }
+}
+
+\widowpenalty=10000
+\clubpenalty=10000
+\flushbottom
+\sloppy
+
+
+
+\newcommand{\headeright}{A Preprint}
+\newcommand{\undertitle}{A Preprint}
+\newcommand{\shorttitle}{\@title}
+
+\usepackage{fancyhdr}
+\fancyhf{}
+\pagestyle{fancy}
+\renewcommand{\headrulewidth}{0.4pt}
+\fancyheadoffset{0pt}
+\rhead{\scshape \footnotesize \headeright}
+\chead{\shorttitle}
+\cfoot{\thepage}
+
+
+%Handling Keywords
+\def\keywordname{{\bfseries \emph{Keywords}}}%
+\def\keywords#1{\par\addvspace\medskipamount{\rightskip=0pt plus1cm
+\def\and{\ifhmode\unskip\nobreak\fi\ $\cdot$
+}\noindent\keywordname\enspace\ignorespaces#1\par}}
+
+% font sizes with reduced leading
+\renewcommand{\normalsize}{%
+  \@setfontsize\normalsize\@xpt\@xipt
+  \abovedisplayskip      7\p@ \@plus 2\p@ \@minus 5\p@
+  \abovedisplayshortskip \z@ \@plus 3\p@
+  \belowdisplayskip      \abovedisplayskip
+  \belowdisplayshortskip 4\p@ \@plus 3\p@ \@minus 3\p@
+}
+\normalsize
+\renewcommand{\small}{%
+  \@setfontsize\small\@ixpt\@xpt
+  \abovedisplayskip      6\p@ \@plus 1.5\p@ \@minus 4\p@
+  \abovedisplayshortskip \z@  \@plus 2\p@
+  \belowdisplayskip      \abovedisplayskip
+  \belowdisplayshortskip 3\p@ \@plus 2\p@   \@minus 2\p@
+}
+\renewcommand{\footnotesize}{\@setfontsize\footnotesize\@ixpt\@xpt}
+\renewcommand{\scriptsize}{\@setfontsize\scriptsize\@viipt\@viiipt}
+\renewcommand{\tiny}{\@setfontsize\tiny\@vipt\@viipt}
+\renewcommand{\large}{\@setfontsize\large\@xiipt{14}}
+\renewcommand{\Large}{\@setfontsize\Large\@xivpt{16}}
+\renewcommand{\LARGE}{\@setfontsize\LARGE\@xviipt{20}}
+\renewcommand{\huge}{\@setfontsize\huge\@xxpt{23}}
+\renewcommand{\Huge}{\@setfontsize\Huge\@xxvpt{28}}
+
+% sections with less space
+\providecommand{\section}{}
+\renewcommand{\section}{%
+  \@startsection{section}{1}{\z@}%
+                {-2.0ex \@plus -0.5ex \@minus -0.2ex}%
+                { 1.5ex \@plus  0.3ex \@minus  0.2ex}%
+                {\large\bf\raggedright}%
+}
+\providecommand{\subsection}{}
+\renewcommand{\subsection}{%
+  \@startsection{subsection}{2}{\z@}%
+                {-1.8ex \@plus -0.5ex \@minus -0.2ex}%
+                { 0.8ex \@plus  0.2ex}%
+                {\normalsize\bf\raggedright}%
+}
+\providecommand{\subsubsection}{}
+\renewcommand{\subsubsection}{%
+  \@startsection{subsubsection}{3}{\z@}%
+                {-1.5ex \@plus -0.5ex \@minus -0.2ex}%
+                { 0.5ex \@plus  0.2ex}%
+                {\normalsize\bf\raggedright}%
+}
+\providecommand{\paragraph}{}
+\renewcommand{\paragraph}{%
+  \@startsection{paragraph}{4}{\z@}%
+                {1.5ex \@plus 0.5ex \@minus 0.2ex}%
+                {-1em}%
+                {\normalsize\bf}%
+}
+\providecommand{\subparagraph}{}
+\renewcommand{\subparagraph}{%
+  \@startsection{subparagraph}{5}{\z@}%
+                {1.5ex \@plus 0.5ex \@minus 0.2ex}%
+                {-1em}%
+                {\normalsize\bf}%
+}
+\providecommand{\subsubsubsection}{}
+\renewcommand{\subsubsubsection}{%
+  \vskip5pt{\noindent\normalsize\rm\raggedright}%
+}
+
+% float placement
+\renewcommand{\topfraction      }{0.85}
+\renewcommand{\bottomfraction   }{0.4}
+\renewcommand{\textfraction     }{0.1}
+\renewcommand{\floatpagefraction}{0.7}
+
+\newlength{\@abovecaptionskip}\setlength{\@abovecaptionskip}{7\p@}
+\newlength{\@belowcaptionskip}\setlength{\@belowcaptionskip}{\z@}
+
+\setlength{\abovecaptionskip}{\@abovecaptionskip}
+\setlength{\belowcaptionskip}{\@belowcaptionskip}
+
+% swap above/belowcaptionskip lengths for tables
+\renewenvironment{table}
+  {\setlength{\abovecaptionskip}{\@belowcaptionskip}%
+   \setlength{\belowcaptionskip}{\@abovecaptionskip}%
+   \@float{table}}
+  {\end@float}
+
+% footnote formatting
+\setlength{\footnotesep }{6.65\p@}
+\setlength{\skip\footins}{9\p@ \@plus 4\p@ \@minus 2\p@}
+\renewcommand{\footnoterule}{\kern-3\p@ \hrule width 12pc \kern 2.6\p@}
+\setcounter{footnote}{0}
+
+% paragraph formatting
+\setlength{\parindent}{\z@}
+\setlength{\parskip  }{5.5\p@}
+
+% list formatting
+\setlength{\topsep       }{4\p@ \@plus 1\p@   \@minus 2\p@}
+\setlength{\partopsep    }{1\p@ \@plus 0.5\p@ \@minus 0.5\p@}
+\setlength{\itemsep      }{2\p@ \@plus 1\p@   \@minus 0.5\p@}
+\setlength{\parsep       }{2\p@ \@plus 1\p@   \@minus 0.5\p@}
+\setlength{\leftmargin   }{3pc}
+\setlength{\leftmargini  }{\leftmargin}
+\setlength{\leftmarginii }{2em}
+\setlength{\leftmarginiii}{1.5em}
+\setlength{\leftmarginiv }{1.0em}
+\setlength{\leftmarginv  }{0.5em}
+\def\@listi  {\leftmargin\leftmargini}
+\def\@listii {\leftmargin\leftmarginii
+              \labelwidth\leftmarginii
+              \advance\labelwidth-\labelsep
+              \topsep  2\p@ \@plus 1\p@    \@minus 0.5\p@
+              \parsep  1\p@ \@plus 0.5\p@ \@minus 0.5\p@
+              \itemsep \parsep}
+\def\@listiii{\leftmargin\leftmarginiii
+              \labelwidth\leftmarginiii
+              \advance\labelwidth-\labelsep
+              \topsep    1\p@ \@plus 0.5\p@ \@minus 0.5\p@
+              \parsep    \z@
+              \partopsep 0.5\p@ \@plus 0\p@ \@minus 0.5\p@
+              \itemsep \topsep}
+\def\@listiv {\leftmargin\leftmarginiv
+              \labelwidth\leftmarginiv
+              \advance\labelwidth-\labelsep}
+\def\@listv  {\leftmargin\leftmarginv
+              \labelwidth\leftmarginv
+              \advance\labelwidth-\labelsep}
+\def\@listvi {\leftmargin\leftmarginvi
+              \labelwidth\leftmarginvi
+              \advance\labelwidth-\labelsep}
+
+% create title
+\providecommand{\maketitle}{}
+\renewcommand{\maketitle}{%
+  \par
+  \begingroup
+    \renewcommand{\thefootnote}{\fnsymbol{footnote}}
+    % for perfect author name centering
+    \renewcommand{\@makefnmark}{\hbox to \z@{$^{\@thefnmark}$\hss}}
+    % The footnote-mark was overlapping the footnote-text,
+    % added the following to fix this problem               (MK)
+    \long\def\@makefntext##1{%
+      \parindent 1em\noindent
+      \hbox to 1.8em{\hss $\m@th ^{\@thefnmark}$}##1
+    }
+    \thispagestyle{empty}
+    \@maketitle
+    \@thanks
+    %\@notice
+  \endgroup
+  \let\maketitle\relax
+  \let\thanks\relax
+}
+
+% rules for title box at top of first page
+\newcommand{\@toptitlebar}{
+  \hrule height 2\p@
+  \vskip 0.25in
+  \vskip -\parskip%
+}
+\newcommand{\@bottomtitlebar}{
+  \vskip 0.29in
+  \vskip -\parskip
+  \hrule height 2\p@
+  \vskip 0.09in%
+}
+
+% create title (includes both anonymized and non-anonymized versions)
+\providecommand{\@maketitle}{}
+\renewcommand{\@maketitle}{%
+  \vbox{%
+    \hsize\textwidth
+    \linewidth\hsize
+    \vskip 0.1in
+    \@toptitlebar
+    \centering
+    {\LARGE\sc \@title\par}
+    \@bottomtitlebar
+    \textsc{\undertitle}\\
+    \vskip 0.1in
+    \def\And{%
+      \end{tabular}\hfil\linebreak[0]\hfil%
+      \begin{tabular}[t]{c}\bf\rule{\z@}{24\p@}\ignorespaces%
+    }
+    \def\AND{%
+      \end{tabular}\hfil\linebreak[4]\hfil%
+      \begin{tabular}[t]{c}\bf\rule{\z@}{24\p@}\ignorespaces%
+    }
+    \begin{tabular}[t]{c}\bf\rule{\z@}{24\p@}\@author\end{tabular}%
+  \vskip 0.4in \@minus 0.1in \center{\@date}   \vskip 0.2in
+  }
+}
+
+% add conference notice to bottom of first page
+\newcommand{\ftype@noticebox}{8}
+\newcommand{\@notice}{%
+  % give a bit of extra room back to authors on first page
+  \enlargethispage{2\baselineskip}%
+  \@float{noticebox}[b]%
+    \footnotesize\@noticestring%
+  \end@float%
+}
+
+% abstract styling
+\renewenvironment{abstract}
+{
+  \centerline
+  {\large \bfseries \scshape Abstract}
+  \begin{quote}
+}
+{
+  \end{quote}
+}
+
+\endinput
diff --git a/docs/TR-20210730212057-IA-WDS-CG/main.pdf b/docs/TR-20210730212057-IA-WDS-CG/main.pdf
new file mode 100644
index 0000000..f02852a
--- /dev/null
+++ b/docs/TR-20210730212057-IA-WDS-CG/main.pdf
diff --git a/docs/TR-20210730212057-IA-WDS-CG/main.tex b/docs/TR-20210730212057-IA-WDS-CG/main.tex
new file mode 100644
index 0000000..a6b5cd7
--- /dev/null
+++ b/docs/TR-20210730212057-IA-WDS-CG/main.tex
@@ -0,0 +1,233 @@
+\documentclass{article}
+
+
+
+\usepackage{arxiv}
+
+\usepackage[utf8]{inputenc} % allow utf-8 input
+\usepackage[T1]{fontenc}    % use 8-bit T1 fonts
+\usepackage{hyperref}       % hyperlinks
+\usepackage{url}            % simple URL typesetting
+\usepackage{booktabs}       % professional-quality tables
+\usepackage{amsfonts}       % blackboard math symbols
+\usepackage{nicefrac}       % compact symbols for 1/2, etc.
+\usepackage{microtype}      % microtypography
+\usepackage{lipsum}		% Can be removed after putting your text content
+\usepackage{graphicx}
+\usepackage{natbib}
+\usepackage{doi}
+
+
+
+\title{Internet Archive Scholar Citation Graph Dataset}
+
+\date{August 10, 2021}	% Here you can change the date presented in the paper title
+%\date{} 					% Or removing it
+
+\author{ Martin Czygan \\
+	Internet Archive\\
+	San Francisco, CA 94118 \\
+	\texttt{martin@archive.org} \\
+	%% examples of more authors
+	\And
+	Bryan Newbold \\
+	Internet Archive\\
+	San Francisco, CA 94118 \\
+	\texttt{bnewbold@archive.org} \\
+	\And
+	Helge Holzmann \\
+	Internet Archive\\
+	San Francisco, CA 94118 \\
+	\texttt{helge@archive.org} \\
+	\And
+	Jefferson Bailey \\
+	Internet Archive\\
+	San Francisco, CA 94118 \\
+	\texttt{jefferson@archive.org} \\
+	%% \AND
+	%% Coauthor \\
+	%% Affiliation \\
+	%% Address \\
+	%% \texttt{email} \\
+	%% \And
+	%% Coauthor \\
+	%% Affiliation \\
+	%% Address \\
+	%% \texttt{email} \\
+	%% \And
+	%% Coauthor \\
+	%% Affiliation \\
+	%% Address \\
+	%% \texttt{email} \\
+}
+
+% Uncomment to remove the date
+%\date{}
+
+% Uncomment to override  the `A preprint' in the header
+\renewcommand{\headeright}{Technical Report}
+\renewcommand{\undertitle}{Technical Report}
+% \renewcommand{\shorttitle}{\textit{arXiv} Template}
+
+%%% Add PDF metadata to help others organize their library
+%%% Once the PDF is generated, you can check the metadata with
+%%% $ pdfinfo template.pdf
+\hypersetup{
+pdftitle={Internet Archive Scholar Citation Graph Dataset},
+pdfsubject={cs.DL, cs.IR},
+pdfauthor={Martin Czygan, Bryan Newbold, Helge Holzmann, Jefferson Bailey},
+pdfkeywords={Web Archiving, Citation Graph},
+}
+
+\begin{document}
+\maketitle
+
+\begin{abstract}
+As part of its scholarly data efforts, the Internet Archive releases a citation
+graph dataset derived from scholarly publications and additional data sources. It is
+composed of data gathered by the \href{https://fatcat.wiki}{fatcat cataloging project} and related
+web-scale crawls targeting primary and secondary scholarly outputs. In
+addition, relations are worked out between scholarly publications, web pages
+and their archived copies, books from the Open Library project as well as
+Wikipedia articles.
+
+As of version "20210810", the graph consists of over X nodes
+and over Y edges. We release this dataset under a Z open license under the
+collection at \href{https://archive.org/details/citation\_graph}{https://archive.org/details/citation\_graph}, as well as all code
+used for derivation under an MIT license.
+\end{abstract}
+
+
+% keywords can be removed
+\keywords{Citation Graph Dataset \and Scholarly Communications \and Web Archiving}
+
+
+\section{Introduction}
+
+The Internet Archive releases a first version of a citation graph dataset
+derived from a raw corpus of about 2.5B references gathered from metadata and
+from data obtained by PDF extraction tools such as GROBID\citep{lopez2009grobid}.
+The goal of this report is to describe briefly the current contents and the
+derivation of the Internet Archive Scholar Citation Graph Dataset (IASCG). We expect
+this dataset to be iterated upon, with changes both in content and processing.
+
+Modern citation indexes can be traced back to the early computing age, when
+projects like the Science Citation Index (1955)\citep{garfield2007evolution}
+were first devised, living on in existing commercial knowledge bases today.
+Open alternatives were started such as the Open Citations Corpus (OCC) in 2010
+- the first version of which contained 6,325,178 individual
+references\citep{shotton2013publishing}. Other notable sources from that time
+include CiteSeerX\citep{wu2019citeseerx} and CitEc\citep{CitEc}.
+
+
+
+%\lipsum[2]
+%\lipsum[3]
+
+
+% \section{Headings: first level}
+% \label{sec:headings}
+%
+% \lipsum[4] See Section \ref{sec:headings}.
+%
+% \subsection{Headings: second level}
+% \lipsum[5]
+% \begin{equation}
+% 	\xi _{ij}(t)=P(x_{t}=i,x_{t+1}=j|y,v,w;\theta)= {\frac {\alpha _{i}(t)a^{w_t}_{ij}\beta _{j}(t+1)b^{v_{t+1}}_{j}(y_{t+1})}{\sum _{i=1}^{N} \sum _{j=1}^{N} \alpha _{i}(t)a^{w_t}_{ij}\beta _{j}(t+1)b^{v_{t+1}}_{j}(y_{t+1})}}
+% \end{equation}
+%
+% \subsubsection{Headings: third level}
+% \lipsum[6]
+%
+% \paragraph{Paragraph}
+% \lipsum[7]
+%
+%
+%
+% \section{Examples of citations, figures, tables, references}
+% \label{sec:others}
+%
+% \subsection{Citations}
+% Citations use \verb+natbib+. The documentation may be found at
+% \begin{center}
+% 	\url{http://mirrors.ctan.org/macros/latex/contrib/natbib/natnotes.pdf}
+% \end{center}
+%
+% Here is an example usage of the two main commands (\verb+citet+ and \verb+citep+): Some people thought a thing \citep{kour2014real, hadash2018estimate} but other people thought something else \citep{kour2014fast}. Many people have speculated that if we knew exactly why \citet{kour2014fast} thought this\dots
+%
+% \subsection{Figures}
+% \lipsum[10]
+% See Figure \ref{fig:fig1}. Here is how you add footnotes. \footnote{Sample of the first footnote.}
+% \lipsum[11]
+%
+% \begin{figure}
+% 	\centering
+% 	\fbox{\rule[-.5cm]{4cm}{4cm} \rule[-.5cm]{4cm}{0cm}}
+% 	\caption{Sample figure caption.}
+% 	\label{fig:fig1}
+% \end{figure}
+%
+% \subsection{Tables}
+% See awesome Table~\ref{tab:table}.
+%
+% The documentation for \verb+booktabs+ (`Publication quality tables in LaTeX') is available from:
+% \begin{center}
+% 	\url{https://www.ctan.org/pkg/booktabs}
+% \end{center}
+%
+%
+% \begin{table}
+% 	\caption{Sample table title}
+% 	\centering
+% 	\begin{tabular}{lll}
+% 		\toprule
+% 		\multicolumn{2}{c}{Part}                   \\
+% 		\cmidrule(r){1-2}
+% 		Name     & Description     & Size ($\mu$m) \\
+% 		\midrule
+% 		Dendrite & Input terminal  & $\sim$100     \\
+% 		Axon     & Output terminal & $\sim$10      \\
+% 		Soma     & Cell body       & up to $10^6$  \\
+% 		\bottomrule
+% 	\end{tabular}
+% 	\label{tab:table}
+% \end{table}
+%
+% \subsection{Lists}
+% \begin{itemize}
+% 	\item Lorem ipsum dolor sit amet
+% 	\item consectetur adipiscing elit.
+% 	\item Aliquam dignissim blandit est, in dictum tortor gravida eget. In ac rutrum magna.
+% \end{itemize}
+
+
+\bibliographystyle{unsrtnat}
+\bibliography{references}  %%% Uncomment this line and comment out the ``thebibliography'' section below to use the external .bib file (using bibtex) .
+
+
+%%% Uncomment this section and comment out the \bibliography{references} line above to use inline references.
+% \begin{thebibliography}{1}
+
+% 	\bibitem{kour2014real}
+% 	George Kour and Raid Saabne.
+% 	\newblock Real-time segmentation of on-line handwritten arabic script.
+% 	\newblock In {\em Frontiers in Handwriting Recognition (ICFHR), 2014 14th
+% 			International Conference on}, pages 417--422. IEEE, 2014.
+
+% 	\bibitem{kour2014fast}
+% 	George Kour and Raid Saabne.
+% 	\newblock Fast classification of handwritten on-line arabic characters.
+% 	\newblock In {\em Soft Computing and Pattern Recognition (SoCPaR), 2014 6th
+% 			International Conference of}, pages 312--318. IEEE, 2014.
+
+% 	\bibitem{hadash2018estimate}
+% 	Guy Hadash, Einat Kermany, Boaz Carmeli, Ofer Lavi, George Kour, and Alon
+% 	Jacovi.
+% 	\newblock Estimate and replace: A novel approach to integrating deep neural
+% 	networks with existing applications.
+% 	\newblock {\em arXiv preprint arXiv:1804.09028}, 2018.
+
+% \end{thebibliography}
+
+
+\end{document}
diff --git a/docs/TR-20210730212057-IA-WDS-CG/references.bib b/docs/TR-20210730212057-IA-WDS-CG/references.bib
new file mode 100644
index 0000000..33ef997
--- /dev/null
+++ b/docs/TR-20210730212057-IA-WDS-CG/references.bib
@@ -0,0 +1,80 @@
+@inproceedings{kour2014real,
+  title={Real-time segmentation of on-line handwritten arabic script},
+  author={Kour, George and Saabne, Raid},
+  booktitle={Frontiers in Handwriting Recognition (ICFHR), 2014 14th International Conference on},
+  pages={417--422},
+  year={2014},
+  organization={IEEE}
+}
+
+@inproceedings{kour2014fast,
+  title={Fast classification of handwritten on-line Arabic characters},
+  author={Kour, George and Saabne, Raid},
+  booktitle={Soft Computing and Pattern Recognition (SoCPaR), 2014 6th International Conference of},
+  pages={312--318},
+  year={2014},
+  organization={IEEE},
+  doi={10.1109/SOCPAR.2014.7008025}
+}
+
+@article{hadash2018estimate,
+  title={Estimate and Replace: A Novel Approach to Integrating Deep Neural Networks with Existing Applications},
+  author={Hadash, Guy and Kermany, Einat and Carmeli, Boaz and Lavi, Ofer and Kour, George and Jacovi, Alon},
+  journal={arXiv preprint arXiv:1804.09028},
+  year={2018}
+}
+
+@article{garfield1955citation,
+  title={Citation indexes for science},
+  author={Garfield, Eugene},
+  journal={Science},
+  volume={122},
+  number={3159},
+  pages={108--111},
+  year={1955},
+  publisher={JSTOR}
+}
+
+@inproceedings{lopez2009grobid,
+  title={GROBID: Combining automatic bibliographic data recognition and term extraction for scholarship publications},
+  author={Lopez, Patrice},
+  booktitle={International conference on theory and practice of digital libraries},
+  pages={473--474},
+  year={2009},
+  organization={Springer}
+}
+
+@article{garfield2007evolution,
+  title={The evolution of the science citation index},
+  author={Garfield, Eugene},
+  journal={International microbiology},
+  volume={10},
+  number={1},
+  pages={65},
+  year={2007}
+}
+
+@article{shotton2013publishing,
+  title={Publishing: open citations},
+  author={Shotton, David},
+  journal={Nature News},
+  volume={502},
+  number={7471},
+  pages={295},
+  year={2013}
+}
+
+@misc{CitEc,
+  title = {Citations in Economics},
+  howpublished = {\url{https://citec.repec.org/}},
+  note = {Accessed: 2021-07-30}
+}
+
+@inproceedings{wu2019citeseerx,
+  title={CiteSeerX: 20 years of service to scholarly big data},
+  author={Wu, Jian and Kim, Kunho and Giles, C Lee},
+  booktitle={Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse},
+  pages={1--4},
+  year={2019}
+}
+