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A Statistical Mechanics-Inspired Method",
        JOURNAL = ITS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134762"}

@article{bb138901,
        AUTHOR = "Oh, S.D. and Kim, Y.J. and Hong, J.S.",
        TITLE = "Urban Traffic Flow Prediction System Using a Multifactor Pattern
Recognition Model",
        JOURNAL = ITS,
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        YEAR = "2015",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "2744-2755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134763"}

@article{bb138902,
        AUTHOR = "Dell'Acqua, P. and Bellotti, F. and Berta, R. and de Gloria, A.",
        TITLE = "Time-Aware Multivariate Nearest Neighbor Regression Methods for
Traffic Flow Prediction",
        JOURNAL = ITS,
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        YEAR = "2015",
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        MONTH = "December",
        PAGES = "3393-3402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134764"}

@article{bb138903,
        AUTHOR = "Oh, S. and Byon, Y.J. and Yeo, H.",
        TITLE = "Improvement of Search Strategy With K-Nearest Neighbors Approach for
Traffic State Prediction",
        JOURNAL = ITS,
        VOLUME = "17",
        YEAR = "2016",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1146-1156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134765"}

@article{bb138904,
        AUTHOR = "Fusco, G. and Colombaroni, C. and Isaenko, N.",
        TITLE = "Comparative analysis of implicit models for real-time short-term
traffic predictions",
        JOURNAL = IET-ITS,
        VOLUME = "10",
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134766"}

@article{bb138905,
        AUTHOR = "Hou, Z. and Li, X.",
        TITLE = "Repeatability and Similarity of Freeway Traffic Flow and Long-Term
Prediction Under Big Data",
        JOURNAL = ITS,
        VOLUME = "17",
        YEAR = "2016",
        NUMBER = "6",
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        PAGES = "1786-1796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134767"}

@article{bb138906,
        AUTHOR = "Zhao, J. and Sun, S.",
        TITLE = "High-Order Gaussian Process Dynamical Models for Traffic Flow
Prediction",
        JOURNAL = ITS,
        VOLUME = "17",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2014-2019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134768"}

@article{bb138907,
        AUTHOR = "Tan, H. and Wu, Y. and Shen, B. and Jin, P.J. and Ran, B.",
        TITLE = "Short-Term Traffic Prediction Based on Dynamic Tensor Completion",
        JOURNAL = ITS,
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        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2123-2133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134769"}

@article{bb138908,
        AUTHOR = "Zhang, W. and Tang, J. and Kristian, H. and Zou, Y. and Wang, Y.",
        TITLE = "Hybrid short-term prediction of traffic volume at ferry terminal
based on data fusion",
        JOURNAL = IET-ITS,
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        YEAR = "2016",
        NUMBER = "8",
        PAGES = "524-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134770"}

@article{bb138909,
        AUTHOR = "Abbasi, O.R. and Alesheikh, A.A. and Sharif, M.",
        TITLE = "Ranking the City: The Role of Location-Based Social Media Check-Ins
in Collective Human Mobility Prediction",
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        YEAR = "2017",
        NUMBER = "5",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134771"}

@article{bb138910,
        AUTHOR = "Tang, J. and Liu, F. and Zou, Y. and Zhang, W. and Wang, Y.",
        TITLE = "An Improved Fuzzy Neural Network for Traffic Speed Prediction
Considering Periodic Characteristic",
        JOURNAL = ITS,
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        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2340-2350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134772"}

@article{bb138911,
        AUTHOR = "Xiao, Z. and Ponnambalam, L. and Fu, X. and Zhang, W.",
        TITLE = "Maritime Traffic Probabilistic Forecasting Based on Vessels-Waterway
Patterns and Motion Behaviors",
        JOURNAL = ITS,
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        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3122-3134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134773"}

@article{bb138912,
        AUTHOR = "Zheng, L. and Zhu, C. and Zhu, N. and He, T. and Dong, N. and Huang, H.",
        TITLE = "Feature selection-based approach for urban short-term travel speed
prediction",
        JOURNAL = IET-ITS,
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@article{bb138913,
        AUTHOR = "Zhang, Y. and Huang, G.",
        TITLE = "traffic flow prediction model based on deep belief network and genetic
algorithm",
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@article{bb138914,
        AUTHOR = "Zhang, D. and Kabuka, M.R.",
        TITLE = "Combining weather condition data to predict traffic flow:
A GRU-based deep learning approach",
        JOURNAL = IET-ITS,
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        PAGES = "578-585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134776"}

@article{bb138915,
        AUTHOR = "Besse, P.C. and Guillouet, B. and Loubes, J. and Royer, F.",
        TITLE = "Destination Prediction by Trajectory Distribution-Based Model",
        JOURNAL = ITS,
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        PAGES = "2470-2481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134777"}

@article{bb138916,
        AUTHOR = "Huang, W. and Jia, W. and Guo, J. and Williams, B.M. and Shi, G. and Wei, Y. and Cao, J.",
        TITLE = "Real-Time Prediction of Seasonal Heteroscedasticity in Vehicular
Traffic Flow Series",
        JOURNAL = ITS,
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        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3170-3180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134778"}

@article{bb138917,
        AUTHOR = "Maeda, T.N. and Mori, J. and Ochi, M. and Sakimoto, T. and Sakata, I.",
        TITLE = "Measurement of Opportunity Cost of Travel Time for Predicting Future
Residential Mobility Based on the Smart Card Data of Public
Transportation",
        JOURNAL = IJGI,
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        NUMBER = "11",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134779"}

@article{bb138918,
        AUTHOR = "Zhan, H. and Gomes, G. and Li, X.S. and Madduri, K. and Sim, A. and Wu, K.",
        TITLE = "Consensus Ensemble System for Traffic Flow Prediction",
        JOURNAL = ITS,
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        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3903-3914",
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@article{bb138919,
        AUTHOR = "Xue, Z.L. and Xue, Y.",
        TITLE = "Multi Long-Short Term Memory Models for Short Term Traffic Flow
Prediction",
        JOURNAL = IEICE,
        VOLUME = "E101-D",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3272-3275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134781"}

@article{bb138920,
        AUTHOR = "Sun, B. and Cheng, W. and Goswami, P. and Bai, G.",
        TITLE = "Short-term traffic forecasting using self-adjusting k-nearest
neighbours",
        JOURNAL = IET-ITS,
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        YEAR = "2018",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "41-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134782"}

@article{bb138921,
        AUTHOR = "Ding, C. and Duan, J. and Zhang, Y. and Wu, X. and Yu, G.",
        TITLE = "Using an ARIMA-GARCH Modeling Approach to Improve Subway Short-Term
Ridership Forecasting Accounting for Dynamic Volatility",
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        NUMBER = "4",
        MONTH = "April",
        PAGES = "1054-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134783"}

@article{bb138922,
        AUTHOR = "Cheng, S. and Lu, F. and Peng, P. and Wu, S.",
        TITLE = "A Spatiotemporal Multi-View-Based Learning Method for Short-Term
Traffic Forecasting",
        JOURNAL = IJGI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134784"}

@article{bb138923,
        AUTHOR = "Wang, X.X. and Xu, L.H.",
        TITLE = "Wavelet-based short-term forecasting with improved threshold
recognition for urban expressway traffic conditions",
        JOURNAL = IET-ITS,
        VOLUME = "12",
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        NUMBER = "6",
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        PAGES = "463-473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134785"}

@article{bb138924,
        AUTHOR = "Zhou, T. and Jiang, D. and Lin, Z. and Han, G. and Xu, X. and Qin, J.",
        TITLE = "Hybrid dual Kalman filtering model for short-term traffic flow
forecasting",
        JOURNAL = IET-ITS,
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        NUMBER = "6",
        MONTH = "June",
        PAGES = "1023-1032",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134786"}

@article{bb138925,
        AUTHOR = "Cai, L.R. and Chen, Q. and Cai, W.H. and Xu, X.M. and Zhou, T. and Qin, J.",
        TITLE = "SVRGSA: a hybrid learning based model for short-term traffic flow
forecasting",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "1348-1355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134787"}

@article{bb138926,
        AUTHOR = "Guo, S. and Lin, Y. and Li, S. and Chen, Z. and Wan, H.",
        TITLE = "Deep Spatial-Temporal 3D Convolutional Neural Networks for Traffic
Data Forecasting",
        JOURNAL = ITS,
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        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3913-3926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134788"}

@article{bb138927,
        AUTHOR = "Song, Y. and Wang, X. and Wright, G. and Thatcher, D. and Wu, P. and Felix, P.",
        TITLE = "Traffic Volume Prediction With Segment-Based Regression Kriging and
its Implementation in Assessing the Impact of Heavy Vehicles",
        JOURNAL = ITS,
        VOLUME = "20",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "232-243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134789"}

@article{bb138928,
        AUTHOR = "Chu, K. and Saigal, R. and Saitou, K.",
        TITLE = "Real-Time Traffic Prediction and Probing Strategy for Lagrangian
Traffic Data",
        JOURNAL = ITS,
        VOLUME = "20",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "497-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134790"}

@article{bb138929,
        AUTHOR = "Chen, X.(. and Zhang, S. and Li, L.",
        TITLE = "Multi-model ensemble for short-term traffic flow prediction under
normal and abnormal conditions",
        JOURNAL = IET-ITS,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "260-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134791"}

@article{bb138930,
        AUTHOR = "Pamula, T.",
        TITLE = "Impact of Data Loss for Prediction of Traffic Flow on an Urban Road
Using Neural Networks",
        JOURNAL = ITS,
        VOLUME = "20",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1000-1009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134792"}

@article{bb138931,
        AUTHOR = "Diao, Z. and Zhang, D. and Wang, X. and Xie, K. and He, S. and Lu, X. and Li, Y.",
        TITLE = "A Hybrid Model for Short-Term Traffic Volume Prediction in Massive
Transportation Systems",
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        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "935-946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134793"}

@article{bb138932,
        AUTHOR = "Ghanim, M.S. and Abu Lebdeh, G.",
        TITLE = "Projected state-wide traffic forecast parameters using artificial
neural networks",
        JOURNAL = IET-ITS,
        VOLUME = "13",
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        NUMBER = "4",
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        PAGES = "661-669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134794"}

@article{bb138933,
        AUTHOR = "Chen, X. and Zhang, S. and Li, L. and Li, L.",
        TITLE = "Adaptive Rolling Smoothing With Heterogeneous Data for Traffic State
Estimation and Prediction",
        JOURNAL = ITS,
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        NUMBER = "4",
        MONTH = "April",
        PAGES = "1247-1258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134795"}

@article{bb138934,
        AUTHOR = "Mackenzie, J. and Roddick, J.F. and Zito, R.",
        TITLE = "An Evaluation of HTM and LSTM for Short-Term Arterial Traffic Flow
Prediction",
        JOURNAL = ITS,
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        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1847-1857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134796"}

@article{bb138935,
        AUTHOR = "Lin, Y. and Dai, X. and Li, L. and Wang, F.",
        TITLE = "Pattern Sensitive Prediction of Traffic Flow Based on Generative
Adversarial Framework",
        JOURNAL = ITS,
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        YEAR = "2019",
        NUMBER = "6",
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        PAGES = "2395-2400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134797"}

@article{bb138936,
        AUTHOR = "Feng, X. and Ling, X. and Zheng, H. and Chen, Z. and Xu, Y.",
        TITLE = "Adaptive Multi-Kernel SVM With Spatial-Temporal Correlation for
Short-Term Traffic Flow Prediction",
        JOURNAL = ITS,
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        NUMBER = "6",
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        PAGES = "2001-2013",
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@article{bb138937,
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        TITLE = "Prediction of traffic volume by mining traffic sequences using travel
time based PrefixSpan",
        JOURNAL = IET-ITS,
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        NUMBER = "7",
        MONTH = "July",
        PAGES = "1199-1210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134799"}

@article{bb138938,
        AUTHOR = "Zhu, Z. and Chen, X. and Zhang, X. and Zhang, L.",
        TITLE = "Probabilistic Data Fusion for Short-Term Traffic Prediction With
Semiparametric Density Ratio Model",
        JOURNAL = ITS,
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        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2459-2469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134800"}

@article{bb138939,
        AUTHOR = "Yang, D. and Li, S.J. and Peng, Z. and Wang, P. and Wang, J.H. and Yang, H.M.",
        TITLE = "MF-CNN: Traffic Flow Prediction Using Convolutional Neural Network and
Multi-Features Fusion",
        JOURNAL = IEICE,
        VOLUME = "E102-D",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1526-1536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134801"}

@article{bb138940,
        AUTHOR = "Liu, Y. and Liu, Z. and Li, X.G. and Huang, W. and Wei, Y. and Cao, J. and Guo, J.H.",
        TITLE = "Dynamic traffic demand uncertainty prediction using radio-frequency
identification data and link volume data",
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "1309-1317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134802"}

@article{bb138941,
        AUTHOR = "Duan, P. and Mao, G. and Liang, W. and Zhang, D.",
        TITLE = "A Unified Spatio-Temporal Model for Short-Term Traffic Flow
Prediction",
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        NUMBER = "9",
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        PAGES = "3212-3223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134803"}

@article{bb138942,
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        TITLE = "Deep and Embedded Learning Approach for Traffic Flow Prediction in
Urban Informatics",
        JOURNAL = ITS,
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "3927-3939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134804"}

@article{bb138943,
        AUTHOR = "Ma, D.F. and Sheng, B. and Ma, X.L. and Jin, S.",
        TITLE = "Fuzzy hybrid framework with dynamic weights for short-term traffic flow
prediction by mining spatio-temporal correlations",
        JOURNAL = IET-ITS,
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        YEAR = "2020",
        NUMBER = "2",
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@article{bb138944,
        AUTHOR = "Chang, B. and Chiou, J.",
        TITLE = "Cloud Computing-Based Analyses to Predict Vehicle Driving Shockwave
for Active Safe Driving in Intelligent Transportation System",
        JOURNAL = ITS,
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@article{bb138945,
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        TITLE = "An Improved Bayesian Combination Model for Short-Term Traffic
Prediction With Deep Learning",
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@article{bb138946,
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        TITLE = "Short-term traffic flow prediction of road network based on deep
learning",
        JOURNAL = IET-ITS,
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Factors for Citywide Traffic Flow Prediction",
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@article{bb138948,
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@article{bb138949,
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mechanism",
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "1286-1294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134812"}

@article{bb138951,
        AUTHOR = "Tong, X.H. and Wang, R. and Shi, W.Z. and Li, Z.",
        TITLE = "An Approach for Filter Divergence Suppression in a Sequential Data
Assimilation System and Its Application in Short-Term Traffic Flow
Forecasting",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134813"}

@article{bb138952,
        AUTHOR = "Cui, Z. and Henrickson, K. and Ke, R. and Wang, Y.",
        TITLE = "Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning
Framework for Network-Scale Traffic Learning and Forecasting",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4883-4894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134814"}

@article{bb138953,
        AUTHOR = "Li, Z. and Zheng, Z. and Washington, S.",
        TITLE = "Short-Term Traffic Flow Forecasting: A Component-Wise Gradient
Boosting Approach With Hierarchical Reconciliation",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5060-5072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134815"}

@article{bb138954,
        AUTHOR = "Zhang, Y. and Wang, S. and Chen, B. and Cao, J. and Huang, Z.",
        TITLE = "TrafficGAN: Network-Scale Deep Traffic Prediction With Generative
Adversarial Nets",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "219-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134816"}

@article{bb138955,
        AUTHOR = "Wang, R.J. and Shi, W.Z. and Liu, X. and Li, Z.Y.",
        TITLE = "An Adaptive Cutoff Frequency Selection Approach for Fast Fourier
Transform Method and Its Application into Short-Term Traffic Flow
Forecasting",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134817"}

@article{bb138956,
        AUTHOR = "Guo, K. and Hu, Y. and Qian, Z. and Liu, H. and Zhang, K. and Sun, Y. and Gao, J. and Yin, B.",
        TITLE = "Optimized Graph Convolution Recurrent Neural Network for Traffic
Prediction",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1138-1149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134818"}

@article{bb138957,
        AUTHOR = "Low, R. and Cheah, L. and You, L.",
        TITLE = "Commercial Vehicle Activity Prediction With Imbalanced Class
Distribution Using a Hybrid Sampling and Gradient Boosting Approach",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1401-1410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134819"}

@article{bb138958,
        AUTHOR = "Wang, Y. and Yu, X. and Zhang, S. and Zheng, P. and Guo, J. and Zhang, L. and Hu, S. and Cheng, S. and Wei, H.",
        TITLE = "Freeway Traffic Control in Presence of Capacity Drop",
        JOURNAL = ITS,
        VOLUME = "22",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1497-1516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134820"}

@inproceedings{bb138959,
        AUTHOR = "Ai, W. and Su, Y. and Xing, T. and Liu, D.",
        TITLE = "Phase Plane Analysis of Traffic Flow Evolution Based on Sticky Payne
Model",
        BOOKTITLE = CVIDL20,
        YEAR = "2020",
        PAGES = "237-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134821"}

@inproceedings{bb138960,
        AUTHOR = "Li, Q. and Wang, H.",
        TITLE = "Elman short-term traffic flow prediction model based on association
rules",
        BOOKTITLE = CVIDL20,
        YEAR = "2020",
        PAGES = "673-678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134822"}

@inproceedings{bb138961,
        AUTHOR = "Liu, D. and Hui, S. and Li, L. and Liu, Z. and Zhang, Z.",
        TITLE = "A Method For Short-Term Traffic Flow Forecasting Based On GCN-LSTM",
        BOOKTITLE = CVIDL20,
        YEAR = "2020",
        PAGES = "364-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134823"}

@inproceedings{bb138962,
        AUTHOR = "Jiber, M. and Lamouik, I. and Ali, Y. and Sabri, M.A.",
        TITLE = "Traffic flow prediction using neural network",
        BOOKTITLE = ISCV18,
        YEAR = "2018",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134824"}

@inproceedings{bb138963,
        AUTHOR = "Hou, J. and Chen, J. and Liao, S. and Wen, J. and Xiong, Q.",
        TITLE = "Predicting Traffic Flow via Ensemble Deep Convolutional Neural
Networks with Spatio-temporal Joint Relations",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1487-1492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134825"}

@inproceedings{bb138964,
        AUTHOR = "Zhang, Q. and Jin, Q. and Chang, J. and Xiang, S. and Pan, C.",
        TITLE = "Kernel-Weighted Graph Convolutional Network:
A Deep Learning Approach for Traffic Forecasting",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1018-1023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134826"}

@inproceedings{bb138965,
        AUTHOR = "Priambodo, B. and Ahmad, A.",
        TITLE = "Predicting Traffic Flow Based on Average Speed of Neighbouring Road
Using Multiple Regression",
        BOOKTITLE = IVIC17,
        YEAR = "2017",
        PAGES = "309-318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724tfpre2.html#TT134827"}

@article{bb138966,
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        TITLE = "Discovering City Dynamics through Sports Tracking Applications",
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@article{bb138967,
        AUTHOR = "Calabrese, F. and Colonna, M. and Lovisolo, P. and Parata, D. and Ratti, C.",
        TITLE = "Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome",
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        PAGES = "141-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134829"}

@article{bb138968,
        AUTHOR = "Caceres, N. and Romero, L.M. and Benitez, F.G. and del Castillo, J.M.",
        TITLE = "Traffic Flow Estimation Models Using Cellular Phone Data",
        JOURNAL = ITS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134830"}

@article{bb138969,
        AUTHOR = "Gisdakis, S. and Manolopoulos, V. and Tao, S. and Rusu, A. and Papadimitratos, P.",
        TITLE = "Secure and Privacy-Preserving Smartphone-Based Traffic Information
Systems",
        JOURNAL = ITS,
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        YEAR = "2015",
        NUMBER = "3",
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        PAGES = "1428-1438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134831"}

@article{bb138970,
        AUTHOR = "Engelbrecht, J. and Booysen, M.J. and van Rooyen, G.J. and Bruwer, F.J.",
        TITLE = "Survey of smartphone-based sensing in vehicles for intelligent
transportation system applications",
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        PAGES = "924-935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134832"}

@article{bb138971,
        AUTHOR = "Jahangiri, A. and Rakha, H.A.",
        TITLE = "Applying Machine Learning Techniques to Transportation Mode
Recognition Using Mobile Phone Sensor Data",
        JOURNAL = ITS,
        VOLUME = "16",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "2406-2417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134833"}

@article{bb138972,
        AUTHOR = "Wahlstrom, J. and Skog, I. and Handel, P.",
        TITLE = "Smartphone-Based Vehicle Telematics: A Ten-Year Anniversary",
        JOURNAL = ITS,
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        PAGES = "2802-2825",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134834"}

@article{bb138973,
        AUTHOR = "Gan, H.C.",
        TITLE = "To switch travel mode or not? Impact of Smartphone delivered
high-quality multimodal information",
        JOURNAL = IET-ITS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134835"}

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        AUTHOR = "Janecek, A. and Valerio, D. and Hummel, K.A. and Ricciato, F. and Hlavacs, H.",
        TITLE = "The Cellular Network as a Sensor:
From Mobile Phone Data to Real-Time Road Traffic Monitoring",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134836"}

@article{bb138975,
        AUTHOR = "Lv, M. and Chen, L. and Wu, X. and Chen, G.",
        TITLE = "A Road Congestion Detection System Using Undedicated Mobile Phones",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134837"}

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        TITLE = "Developing and Validating a Statistical Model for Travel Mode
Identification on Smartphones",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134838"}

@article{bb138977,
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        TITLE = "Inferring Passenger Travel Demand to Improve Urban Mobility in
Developing Countries Using Cell Phone Data: A Case Study of Senegal",
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "2466-2478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134839"}

@article{bb138978,
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        TITLE = "Estimating Potential Demand of Bicycle Trips from Mobile Phone Data:
An Anchor-Point Based Approach",
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        NUMBER = "8",
        PAGES = "131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134840"}

@article{bb138979,
        AUTHOR = "Lai, W.K. and Kuo, T.H.",
        TITLE = "Vehicle Positioning and Speed Estimation Based on Cellular Network
Signals for Urban Roads",
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        NUMBER = "10",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134841"}

@article{bb138980,
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Divergence Using Mobile Phone Location Data",
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        NUMBER = "10",
        PAGES = "177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134842"}

@article{bb138981,
        AUTHOR = "Lu, S.W. and Fang, Z.X. and Zhang, X.R. and Shaw, S.L. and Yin, L. and Zhao, Z.Y. and Yang, X.P.",
        TITLE = "Understanding the Representativeness of Mobile Phone Location Data in
Characterizing Human Mobility Indicators",
        JOURNAL = IJGI,
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        YEAR = "2017",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134843"}

@article{bb138982,
        AUTHOR = "Su, X. and Caceres, H. and Tong, H. and He, Q.",
        TITLE = "Online Travel Mode Identification Using Smartphones With Battery
Saving Considerations",
        JOURNAL = ITS,
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "2921-2934",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134844"}

@article{bb138983,
        AUTHOR = "Zhong, G. and Wan, X. and Zhang, J. and Yin, T. and Ran, B.",
        TITLE = "Characterizing Passenger Flow for a Transportation Hub Based on
Mobile Phone Data",
        JOURNAL = ITS,
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        PAGES = "1507-1518",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134845"}

@article{bb138984,
        AUTHOR = "Zhou, C. and Jia, H. and Juan, Z. and Fu, X. and Xiao, G.",
        TITLE = "A Data-Driven Method for Trip Ends Identification Using Large-Scale
Smartphone-Based GPS Tracking Data",
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "2096-2110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134846"}

@article{bb138985,
        AUTHOR = "Basyoni, Y. and Abbas, H.M. and Talaat, H. and El Dimeery, I.",
        TITLE = "Speed prediction from mobile sensors using cellular phone-based traffic
data",
        JOURNAL = IET-ITS,
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        NUMBER = "7",
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        PAGES = "387-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134847"}

@article{bb138986,
        AUTHOR = "Lemmens, R. and Lungo, J. and Georgiadou, Y. and Verplanke, J.",
        TITLE = "Monitoring Rural Water Points in Tanzania with Mobile Phones:
The Evolution of the SEMA App",
        JOURNAL = IJGI,
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        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134848"}

@article{bb138987,
        AUTHOR = "Michau, G. and Nantes, A. and Bhaskar, A. and Chung, E. and Abry, P. and Borgnat, P.",
        TITLE = "Bluetooth Data in an Urban Context: Retrieving Vehicle Trajectories",
        JOURNAL = ITS,
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        NUMBER = "9",
        MONTH = "September",
        PAGES = "2377-2386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134849"}

@article{bb138988,
        AUTHOR = "Jin, C.J. and Knoop, V.L. and Jiang, R. and Wang, W. and Wang, H.",
        TITLE = "Calibration and validation of cellular automaton traffic flow model
with empirical and experimental data",
        JOURNAL = IET-ITS,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "June",
        PAGES = "359-365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134850"}

@article{bb138989,
        AUTHOR = "Yin, M. and Sheehan, M. and Feygin, S. and Paiement, J.F. and Pozdnoukhov, A.",
        TITLE = "A Generative Model of Urban Activities from Cellular Data",
        JOURNAL = ITS,
        VOLUME = "19",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1682-1696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134851"}

@article{bb138990,
        AUTHOR = "Rupi, F. and Schweizer, J.",
        TITLE = "Evaluating cyclist patterns using GPS data from smartphones",
        JOURNAL = IET-ITS,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "279-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134852"}

@article{bb138991,
        AUTHOR = "Wang, B. and Gao, L. and Juan, Z.",
        TITLE = "Travel Mode Detection Using GPS Data and Socioeconomic Attributes
Based on a Random Forest Classifier",
        JOURNAL = ITS,
        VOLUME = "19",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1547-1558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134853"}

@article{bb138992,
        AUTHOR = "Wang, X.O. and Zhang, J.B. and Tian, X.H. and Gan, X.Y. and Guan, Y.F. and Wang, X.B.",
        TITLE = "Crowdsensing-Based Consensus Incident Report for Road Traffic
Acquisition",
        JOURNAL = ITS,
        VOLUME = "19",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2536-2547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134854"}

@article{bb138993,
        AUTHOR = "Batran, M. and Mejia, M.G. and Kanasugi, H. and Sekimoto, Y. and Shibasaki, R.",
        TITLE = "Inferencing Human Spatiotemporal Mobility in Greater Maputo via
Mobile Phone Big Data Mining",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134855"}

@article{bb138994,
        AUTHOR = "Senaratne, H. and Mueller, M. and Behrisch, M. and Lalanne, F. and Bustos Jimenez, J. and Schneidewind, J. and Keim, D. and Schreck, T.",
        TITLE = "Urban Mobility Analysis With Mobile Network Data: A Visual Analytics
Approach",
        JOURNAL = ITS,
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        NUMBER = "5",
        MONTH = "May",
        PAGES = "1537-1546",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134856"}

@article{bb138995,
        AUTHOR = "Kim, Y.S. and Ghorpade, A. and Zhao, F. and Pereira, F.C. and Zegras, P.C. and Ben Akiva, M.",
        TITLE = "Activity Recognition for a Smartphone and Web-Based Human Mobility
Sensing System",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "33",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "5-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134857"}

@inproceedings{bb138996,
        AUTHOR = "Kim, Y.S. and Pereira, F.C. and Zhao, F. and Ghorpade, A. and Zegras, P.C. and Ben Akiva, M.",
        TITLE = "Activity Recognition for a Smartphone Based Travel Survey Based on
Cross-User History Data",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "432-437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134858"}

@article{bb138997,
        AUTHOR = "Zhou, Z.P. and Yang, J. and Qi, Y. and Cai, Y.F.",
        TITLE = "Support vector machine and back propagation neutral network approaches
for trip mode prediction using mobile phone data",
        JOURNAL = IET-ITS,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "December",
        PAGES = "1220-1226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134859"}

@article{bb138998,
        AUTHOR = "Ashqar, H.I. and Almannaa, M.H. and Elhenawy, M. and Rakha, H.A. and House, L.",
        TITLE = "Smartphone Transportation Mode Recognition Using a Hierarchical
Machine Learning Classifier and Pooled Features From Time and
Frequency Domains",
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        MONTH = "January",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134860"}

@article{bb138999,
        AUTHOR = "Ghahramani, M. and Zhou, M. and Hon, C.T.",
        TITLE = "Extracting Significant Mobile Phone Interaction Patterns Based on
Community Structures",
        JOURNAL = ITS,
        VOLUME = "20",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f724celltf1.html#TT134861"}

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