Add Model section

tex/references.bib

@@ -26,6 +26,16 @@ volume={1},
 pages={461--466}
 }
 
+@article{barbour2014,
+title={psd: Adaptive, sine multitaper power spectral density estimation for R},
+author={Barbour, Andrew J and Parker, Robert L},
+year={2014},
+journal={Computers \& Geosciences},
+volume={63},
+pages={1--8},
+publisher={Elsevier}
+}
+
 @misc{bell2018,
 title = {Forecasting at Uber: An Introduction},
 author={Bell, Franziska and Smyl, Slawek},
@@ -139,6 +149,16 @@ number={1},
 pages={3--73}
 }
 
+@article{croston1972,
+title={Forecasting and Stock Control for intermittent Demands},
+author={Croston, J Do},
+year={1972},
+journal={Journal of the Operational Research Society},
+volume={23},
+number={3},
+pages={289--303}
+}
+
 @book{dagum2016,
 title={Seasonal Adjustment Methods and Real Time Trend-Cycle Estimation},
 author={Dagum, Estela and Bianconcini, Silvia},
@@ -275,6 +295,17 @@ number={2},
 pages={287--290}
 }
 
+@article{hyndman2006,
+title={Another Look at Measures of Forecast Accuracy},
+author={Hyndman, Rob and Koehler, Anne},
+year={2006},
+journal={International Journal of Forecasting},
+volume={22},
+number={4},
+pages={679--688},
+publisher={Elsevier}
+}
+
 @article{hyndman2008a,
 title={Automatic Time Series Forecasting: The forecast package for R},
 author={Hyndman, Rob and Khandakar, Yeasmin},
@@ -298,6 +329,18 @@ year={2018},
 publisher={OTexts}
 }
 
+@article{kim2016,
+title={A new Metric of Absolute Percentage Error for Intermittent Demand
+       Forecasts},
+author={Kim, Sungil and Kim, Heeyoung},
+year={2016},
+journal={International Journal of Forecasting},
+volume={32},
+number={3},
+pages={669--679},
+publisher={Elsevier}
+}
+
 @article{kwiatkowski1992,
 title={Testing the null hypothesis of stationarity against the alternative of a
        unit root: How sure are we that economic time series have a unit root?},
@@ -319,6 +362,17 @@ howpublished = {\url{https://eng.uber.com/neural-networks/}},
 note = {Accessed: 2020-10-01}
 }
 
+@article{ma2018,
+title={Using the Gradient Boosting Decision Tree to Improve the Delineation of
+       Hourly Rain Areas during the Summer from Advanced Himawari Imager Data},
+author={Ma, Liang and Zhang, Guoping and Lu, Er},
+year={2018},
+journal={Journal of Hydrometeorology},
+volume={19},
+number={5},
+pages={761-776},
+}
+
 @article{masmoudi2018,
 title={The dial-a-ride problem with electric vehicles and battery
        swapping stations},
@@ -330,6 +384,15 @@ volume={118},
 pages={392--420}
 }
 
+@inproceedings{mason2000,
+title={Boosting algorithms as gradient descent},
+author={Mason, Llew and Baxter, Jonathan and Bartlett, Peter L
+        and Frean, Marcus R},
+year={2000},
+booktitle={Advances in neural information processing systems},
+pages={512--518}
+}
+
 @inproceedings{mueller1997,
 title={Predicting Time Series with Support Vector Machines},
 author={M{\"u}ller, Klaus-Robert and Smola, Alexander and R{\"a}tsch, Gunnar
@@ -367,6 +430,18 @@ number={5},
 pages={311--315}
 }
 
+@article{prestwich2014,
+title={Mean-based Error Measures for Intermittent Demand Forecasting},
+author={Prestwich, Steven and Rossi, Roberto and Tarim, Armagan
+        and Hnich, Brahim},
+year={2014},
+journal={International Journal of Production Research},
+volume={52},
+number={22},
+pages={6782--6791},
+publisher={Taylor \& Francis}
+}
+
 @incollection{scholkopf1998,
 title={Fast Approximation of Support Vector Kernel Expansions, and an
        Interpretation of Clustering as Approximation in Feature Spaces},
@@ -378,6 +453,13 @@ publisher={Springer},
 pages={125--132}
 }
 
+@book{singleton2017,
+title={Urban Analytics},
+author={Singleton, Alex David and Spielman, Seth and Folch, David},
+year={2017},
+publisher={Sage}
+}
+
 @article{smola2004,
 title={A Tutorial on Support Vector Regression},
 author={Smola, Alex and Sch{\"o}lkopf, Bernhard},
@@ -398,6 +480,17 @@ pages={285--292},
 publisher={MIT, Cambridge, MA, USA}
 }
 
+@article{syntetos2005,
+title={The Accuracy of Intermittent Demand Estimates},
+author={Syntetos, Aris and Boylan, John},
+year={2005},
+journal={International Journal of forecasting},
+volume={21},
+number={2},
+pages={303--314},
+publisher={Elsevier}
+}
+
 @article{taylor2003,
 title={Exponential Smoothing with a Damped Multiplicative Trend},
 author={Taylor, James},
@@ -442,6 +535,18 @@ volume={118},
 pages={496--512}
 }
 
+@article{winkenbach2015,
+title={Enabling urban logistics services at La Poste through
+       multi-echelon location-routing},
+author={Winkenbach, Matthias and Kleindorfer, Paul R and Spinler, Stefan},
+year={2015},
+journal={Transportation Science},
+volume={50},
+number={2},
+pages={520--540},
+publisher={INFORMS}
+}
+
 @article{winters1960,
 title={Forecasting Sales by Exponentially Weighted Moving Averages},
 author={Winters, Peter},