initial commit

enclosed_documents/Checkliste.tex

+\documentclass[ngerman]{tudscrreprt}
+\iftutex
+  \usepackage{fontspec}
+\else
+  \usepackage[T1]{fontenc}
+  \usepackage[ngerman=ngerman-x-latest]{hyphsubst}
+\fi
+\usepackage{babel}
+\usepackage{typed-checklist}
+\begin{document}
+	\section*{Letzte Erledigungen vor Abgabe der Arbeit}
+	\fbox{\parbox{\textwidth}{
+	\begin{CheckList}{Goal}
+  		\Goal{open}{Vor dem Druck}
+	  		\begin{CheckList}{Task}
+				\Task{open}{Abgabedatum aktualisieren}
+				\Task{open}{in main.log nach “undefined" suchen und ggf. Referenzen korrigieren}
+			\end{CheckList}
+		\Goal{open}{Druckversion}
+  		\begin{CheckList}{Task}
+			\Task{open}{Eidesstattliche Erklärung unterzeichnen}
+		\end{CheckList}
+	\end{CheckList}
+	}}
+\end{document}
\ No newline at end of file

graphics/sw_architektur.drawio

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\ No newline at end of file

latex_preamble/config.tex

+\renewcommand{\newunitpunct}{, }
+\renewcaptionname{ngerman}{\chairmanname}{Studienrichtungsleiter}
+\renewcaptionname{ngerman}{\objectivesname}{Zielsetzung der Arbeit}
+\renewcaptionname{ngerman}{\abstractname}{Zusammenfassung} % TODO dt oder eng? Abstract, Kurzreferat?
+\renewcaptionname{ngerman}{\confirmationname}{Eidesstattliche Erklärung}
+\TUDoptions{cdhead=nocolor}
\ No newline at end of file

latex_preamble/packages.tex

+\usepackage[english, main=ngerman]{babel}
+\usepackage[math]{blindtext}
+\usepackage[utf8]{inputenc}
+\usepackage{tudscrsupervisor}
+\usepackage{appendix}
+\usepackage{amsmath}
+\usepackage{acro}
+\input{document/front_matter/acronyms}
+\usepackage{booktabs}
+\usepackage{glossaries}
+\usepackage{blindtext}
+\usepackage[backend=biber, style=iso-authoryear, maxbibnames=4, maxcitenames=1, uniquelist=false]{biblatex}
+\addbibresource{literatur.bib}
+	\apptocmd{\UrlBreaks}{\do\f\do\m}{}{} % Zur Trennung von URLs
+	\setcounter{biburllcpenalty}{9000}% Kleinbuchstaben
+	\setcounter{biburlucpenalty}{9000}% Großbuchstaben
+\usepackage{csquotes}
+\usepackage{enumitem}
+\usepackage{setspace}
+%\usepackage[colorlinks=true,linkcolor=cyan]{hyperref}
+\usepackage{hyperref}
+\usepackage{pdfpages}
+\usepackage{microtype} % optimierte Typografie (Silbentrennung, Satzspiegel etc.)
+\usepackage{multirow}
+\usepackage{tabularx}
+\usepackage{svg}
+\usepackage{fancyvrb}
+\usepackage{import}
+\usepackage{xcolor}
\ No newline at end of file

literatur.bib

+@ARTICLE{Ahmed2010,
+  AUTHOR = {Ahmed, Nesreen K. and Atiya, Amir F. and Gayar, Neamat El and El-Shishiny, Hisham},
+  PUBLISHER = {Informa {UK} Limited},
+  DATE = {2010-08},
+  DOI = {10.1080/07474938.2010.481556},
+  FILE = {:2010_Ahmed_An Empirical Comparison of Machine Learning Models for Time Series Forecasting.pdf:PDF},
+  JOURNALTITLE = {Econometric Reviews},
+  NUMBER = {5-6},
+  PAGES = {594--621},
+  TITLE = {An Empirical Comparison of Machine Learning Models for Time Series Forecasting},
+  VOLUME = {29},
+}
+
+@BOOK{Brownlee2018,
+  AUTHOR = {Brownlee, Jason},
+  PUBLISHER = {Machine Learning Mastery},
+  DATE = {2018},
+  FILE = {:2018_Brownlee_Deep Learning for Time Series Forecasting_ Predict the Future with MLPs, CNNs and LSTMs in Python.pdf:PDF},
+  TITLE = {Deep learning for time series forecasting: predict the future with MLPs, CNNs and LSTMs in Python},
+}
+
+@MISC{bundesanzeiger,
+  AUTHOR = {{Bundesministerium der Justiz}},
+  URL = {https://www.bundesanzeiger.de/},
+  DATE = {2022},
+  TITLE = {Bundesanzeiger},
+}
+
+@BOOK{Chatfield2019,
+  AUTHOR = {Chatfield, Chris and Xing, Haipeng},
+  PUBLISHER = {Chapman and Hall/{CRC}},
+  DATE = {2019-04},
+  DOI = {10.1201/9781351259446},
+  FILE = {:2019_Chatfield_The Analysis of Time Series.pdf:PDF},
+  TITLE = {The Analysis of Time Series},
+}
+
+@ARTICLE{DAgostino1973,
+  AUTHOR = {D{'}Agostino, Ralph and Person, E. S.},
+  PUBLISHER = {Oxford University Press ({OUP})},
+  DATE = {1973},
+  DOI = {10.1093/biomet/60.3.613},
+  FILE = {:1973_D_textquotesingleAgostino_Tests for Departure from Normality. Empirical Results for the Distributions of $b_2$ and $b_1$.pdf:PDF},
+  JOURNALTITLE = {Biometrika},
+  NUMBER = {3},
+  PAGES = {613--622},
+  TITLE = {Tests for departure from normality. Empirical results for the distributions of $b_2$ and $\sqrt{b_1}$},
+  VOLUME = {60},
+}
+
+@MISC{DIN_ISO_690,
+  AUTHOR = {{Deutsches Institut für Normung e. V.}},
+  PUBLISHER = {Beuth Verlag {GmbH}},
+  DATE = {2013-10},
+  DOI = {10.31030/2054156},
+  FILE = {:2013_DDIN_DIN ISO 690_2013 10, Information Und Dokumentation_ Richtlinien Für Titelangaben Und Zitierung Von Informationsressourcen (ISO_690_2010).pdf:PDF},
+  TITLE = {{DIN} {ISO} 690:2013-10: Information und Dokumentation - Richtlinien für Titelangaben und Zitierung von Informationsressourcen},
+  TYPE = {Norm},
+}
+
+@ARTICLE{Efendigil2009,
+  AUTHOR = {Efendigil, Tuğba and Önüt, Semih and Kahraman, Cengiz},
+  PUBLISHER = {Elsevier {BV}},
+  DATE = {2009-04},
+  DOI = {10.1016/j.eswa.2008.08.058},
+  FILE = {:2009_Efendigil_A Decision Support System for Demand Forecasting with Artificial Neural Networks and Neuro Fuzzy Models_ a Comparative Analysis.pdf:PDF},
+  JOURNALTITLE = {Expert Systems with Applications},
+  NUMBER = {3},
+  PAGES = {6697--6707},
+  TITLE = {A decision support system for demand forecasting with artificial neural networks and neuro-fuzzy models: A comparative analysis},
+  VOLUME = {36},
+}
+
+@MISC{hanisch2022,
+  AUTHOR = {Hanisch, Falk},
+  DATE = {2022},
+  FILE = {/Users/vincent/Zotero/storage/44DHJTWG/Hanisch - Ein LaTeX-Bundle für Dokumente im Corporate Design.pdf},
+  LANGID = {ngerman},
+  TITLE = {{Ein LaTeX-Bundle im Corporate Design der Technischen Universität Dresden}},
+}
+
+@BOOK{Hyndman2018,
+  AUTHOR = {Hyndman, Rob J and Athanasopoulos, George},
+  PUBLISHER = {OTexts},
+  DATE = {2018},
+  TITLE = {Forecasting: principles and practice},
+}
+
+@BOOK{James2013,
+  AUTHOR = {James, Gareth and Witten, Daniela and Hastie, Trevor and Tibshirani, Robert},
+  PUBLISHER = {Springer New York},
+  DATE = {2013},
+  DOI = {10.1007/978-1-4614-7138-7},
+  FILE = {:2013_James_An Introduction to Statistical Learning.pdf:PDF},
+  TITLE = {An Introduction to Statistical Learning},
+}
+
+@INCOLLECTION{Janetzke2012,
+  AUTHOR = {Janetzke, Philipp and Lewandowski, Achim},
+  PUBLISHER = {Physica-Verlag {HD}},
+  BOOKTITLE = {Prognoserechnung},
+  DATE = {2012},
+  DOI = {10.1007/978-3-7908-2797-2_16},
+  FILE = {:2012_Janetzke_Der Beitrag Der Künstlichen Intelligenz Zur Betrieblichen Prognose.pdf:PDF},
+  PAGES = {341--382},
+  TITLE = {Der Beitrag der Künstlichen Intelligenz zur betrieblichen Prognose},
+}
+
+@BOOK{Kuhn2013,
+  AUTHOR = {Kuhn, Max and Johnson, Kjell},
+  PUBLISHER = {Springer New York},
+  DATE = {2013},
+  DOI = {10.1007/978-1-4614-6849-3},
+  FILE = {:2013_Kuhn_Applied Predictive Modeling.pdf:PDF},
+  TITLE = {Applied Predictive Modeling},
+}
+
+@ARTICLE{Loening2019,
+  AUTHOR = {Löning, Markus and Bagnall, Anthony J. and Ganesh, Sajaysurya and Kazakov, Viktor and Lines, Jason and Király, Franz J.},
+  DATE = {2019},
+  EPRINT = {1909.07872},
+  EPRINTTYPE = {arxiv},
+  FILE = {:2019_Löning_Sktime_ a Unified Interface for Machine Learning with Time Series.pdf:PDF},
+  JOURNALTITLE = {CoRR},
+  TITLE = {sktime: {A} Unified Interface for Machine Learning with Time Series},
+  VOLUME = {abs/1909.07872},
+}
+
+@ARTICLE{Makridakis2000,
+  AUTHOR = {Makridakis, Spyros and Hibon, Michéle},
+  PUBLISHER = {Elsevier {BV}},
+  DATE = {2000-10},
+  DOI = {10.1016/s0169-2070(00)00057-1},
+  FILE = {:2000_Makridakis_The M3 Competition_ Results, Conclusions and Implications.pdf:PDF},
+  JOURNALTITLE = {International Journal of Forecasting},
+  NUMBER = {4},
+  PAGES = {451--476},
+  TITLE = {The M3-Competition: results, conclusions and implications},
+  VOLUME = {16},
+}
+
+@ARTICLE{Makridakis2018,
+  AUTHOR = {Makridakis, Spyros and Spiliotis, Evangelos and Assimakopoulos, Vassilios},
+  EDITOR = {Montoya, Alejandro Raul Hernandez},
+  PUBLISHER = {Public Library of Science ({PLoS})},
+  DATE = {2018-03},
+  DOI = {10.1371/journal.pone.0194889},
+  FILE = {:2018_Makridakis_Statistical and Machine Learning Forecasting Methods_ Concerns and Ways Forward.pdf:PDF},
+  KEYWORDS = {preprocessing,deseasonalized},
+  NUMBER = {3},
+  PAGES = {e0194889},
+  TITLE = {Statistical and Machine Learning forecasting methods: Concerns and ways forward},
+  VOLUME = {13},
+}
+
+@ARTICLE{Makridakis2018a,
+  AUTHOR = {Makridakis, Spyros and Spiliotis, Evangelos and Assimakopoulos, Vassilios},
+  PUBLISHER = {Elsevier {BV}},
+  DATE = {2018-10},
+  DOI = {10.1016/j.ijforecast.2018.06.001},
+  FILE = {:2018_Makridakis_The M4 Competition_ Results, Findings, Conclusion and Way Forward.pdf:PDF},
+  JOURNALTITLE = {International Journal of Forecasting},
+  NUMBER = {4},
+  PAGES = {802--808},
+  TITLE = {The M4 Competition: Results, findings, conclusion and way forward},
+  VOLUME = {34},
+}
+
+@BOOK{Ord2012,
+  AUTHOR = {Ord, Keith and Fildes, Robert},
+  PUBLISHER = {South-Western},
+  DATE = {2012},
+  TITLE = {Principles of Business Forecasting},
+}
+
+@ARTICLE{Pavlyshenko2019,
+  AUTHOR = {Pavlyshenko, Bohdan},
+  PUBLISHER = {{MDPI} {AG}},
+  DATE = {2019-01},
+  DOI = {10.3390/data4010015},
+  FILE = {:2019_Pavlyshenko_Machine Learning Models for Sales Time Series Forecasting.pdf:PDF},
+  JOURNALTITLE = {Data},
+  NUMBER = {1},
+  PAGES = {15},
+  TITLE = {Machine-Learning Models for Sales Time Series Forecasting},
+  VOLUME = {4},
+}
+
+@ARTICLE{Sohrabpour2021,
+  AUTHOR = {Sohrabpour, Vahid and Oghazi, Pejvak and Toorajipour, Reza and Nazarpour, Ali},
+  PUBLISHER = {Elsevier {BV}},
+  DATE = {2021-02},
+  DOI = {10.1016/j.techfore.2020.120480},
+  FILE = {:2021_Sohrabpour_Export Sales Forecasting Using Artificial Intelligence.pdf:PDF},
+  JOURNALTITLE = {Technological Forecasting and Social Change},
+  PAGES = {120480},
+  TITLE = {Export sales forecasting using artificial intelligence},
+  VOLUME = {163},
+}
+
+@MISC{TUD2021,
+  AUTHOR = {{Technische Universität Dresden}},
+  PUBLISHER = {Technische Universität Dresden},
+  URL = {https://tu-dresden.de/tu-dresden/organisation/ressourcen/dateien/Gleichstellungsbeauftragte/Unsere-Themen/genderinklusive-kommunikation/leitfaden-genderinklusive-kommunikation-2021},
+  DATE = {2021},
+  FILE = {:2021_TUD_Dem Geschlecht Gerecht Leitfaden Zur Genderinklusiven Kommunikation in Sprache Und Bild.pdf:PDF},
+  TITLE = {Dem Geschlecht gerecht - Leitfaden zur genderinklusiven Kommunikation in Sprache und Bild},
+}
+
+@BOOK{Vogel2015,
+  AUTHOR = {Vogel, Jürgen},
+  PUBLISHER = {Springer Fachmedien Wiesbaden},
+  DATE = {2015},
+  DOI = {10.1007/978-3-658-06837-0},
+  FILE = {:2015_Vogel_Prognose Von Zeitreihen.pdf:PDF},
+  TITLE = {Prognose von Zeitreihen},
+}
+

main.tex

+\documentclass[ngerman, fontsize=12pt,numbers=noenddot]{tudscrreprt}
+\iftutex
+	\usepackage{fontspec}
+\else
+	\usepackage[T1]{fontenc}
+	\usepackage{hyphsubst}
+\fi
+
+\include{latex_preamble/packages}
+\include{latex_preamble/config}
+
+\begin{document}
+    
+    \subimport{document/front_matter}{front_matter}
+	
+	\newpage
+	\pagenumbering{arabic}
+	\TUDoptions{cdfoot = True} % Kapitelname in Fußzeile anzeigen
+    
+    \subimport{document/body_text}{body_text}
+    
+    \newpage
+	\phantomsection
+    \addcontentsline{toc}{chapter}{Literatur}
+	\printbibliography
+
+	\appendix
+	\subimport{document/appendix}{appendix}
+
+\end{document}