ADA	Americans with Disabilities Act
AI	Artificial Intelligence
ANFIS	Adaptive Neuro-Fuzzy Inference System
ANN	Artificial Neural Network
ARIMA	AutoRegressive Integrated Moving Average
AutoML	Automated Machine Learning
Bagging	Bootstrap Aggregating
BiLSTM	Bidirectional Long Short-Term Memory
CART	Classification and Regression Tree
CatBoost	Categorical Boosting
CNN	Convolutional Neural Network
ConvLSTM	Convolutional Long Short-Term Memory
CV	Cross-validation
DAR	Dial-a-Ride
DARP	Dial-a-Ride Problem
DBSCAN	Density-Based Spatial Clustering of Applications with Noise
DL	Deep Learning
DNN	Deep Neural Network
DRT	Demand-Responsive Transport
DT	Decision Tree
ETA	Estimated Time of Arrival
FCN	Fully Convolutional Network
FPR	Failed Prediction Ratio
GB	Gradient Boosting
GBM	Gradient Boosting Machine
GIS	Geographic Information System
GLM	Generalised Linear Model
GPS	Global Positioning System
GRU	Gated Recurrent Unit
ICP5–95	Interval Coverage Probability for the 5–95% quantile interval
ITS	Intelligent Transportation Systems
LightGBM	Light Gradient Boosting Machine
LOS	Level of Service
LQR	Linear Quantile Regression
LSTM	Long Short-Term Memory
MA	Moving Average
MAE	Mean Absolute Error
MAPE	Mean Absolute Percentage Error
MARL	Multi-Agent Reinforcement Learning
MASE	Mean Absolute Scaled Error
MARS	Multivariate Adaptive Regression Splines
MIL5–95	Mean Interval Length for the 5–95% quantile interval
ML	Machine Learning
MLFF	Multilayer Feed-Forward Neural Network
MLP	Multilayer Perceptron
MSE	Mean Squared Error
MTL	Mean Tilted Loss
NYC	New York City
OD	Origin–destination
OLS	Ordinary Least Squares
PCP	Proportion of Correct Predictions
PDP	Partial Dependence Plot
POI	Point of Interest
PRISMA	Preferred Reporting Items for Systematic Reviews and Meta-Analyses
QR	Quantile Regression
R2	Coefficient of determination
RF	Random Forest
RMSE	Root Mean Square Error
RoB	Risk of Bias
ROC-AUC	Receiver Operating Characteristic–Area Under the Curve
RQ	Research Question
SARIMAX	Seasonal AutoRegressive Integrated Moving Average with eXogenous regressors
SHAP	SHapley Additive exPlanations
ST-DP	Spatiotemporal clustering based on DBSCAN and PAM
SVM	Support Vector Machine
SVR	Support Vector Regression
TAZ	Traffic Analysis Zone
VM	Virtual Machine
WCP	Weight of Correct Predictions
XGBoost	eXtreme Gradient Boosting