Comparing traffic flow time-series under fine and adverse weather conditions using recurrence-based complexity measures

[1]  Eleni I. Vlahogianni,et al.  Does Information on Weather Affect the Performance of Short-Term Traffic Forecasting Models? , 2011, International Journal of Intelligent Transportation Systems Research.

[2]  Eleni I. Vlahogianni,et al.  Modeling freeway travel speed across lanes: A vector autoregressive approach , 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

[3]  Kara M. Kockelman,et al.  Freeway Speeds and Speed Variations Preceding Crashes, Within and Across Lanes , 2010 .

[4]  Yiannis Kamarianakis,et al.  Characterizing regimes in daily cycles of urban traffic using smooth-transition regressions , 2010 .

[5]  Pengjian Shang,et al.  Modeling traffic flow correlation using DFA and DCCA , 2010 .

[6]  Eleni I. Vlahogianni,et al.  Memory properties and fractional integration in transportation time-series , 2009 .

[7]  N. Marwan,et al.  Confidence bounds of recurrence-based complexity measures , 2009 .

[8]  Eleni I. Vlahogianni,et al.  Enhancing Predictions in Signalized Arterials with Information on Short-Term Traffic Flow Dynamics , 2009, J. Intell. Transp. Syst..

[9]  Jürgen Kurths,et al.  Recurrence plots for the analysis of complex systems , 2009 .

[10]  Eleni I. Vlahogianni,et al.  Empirical and Analytical Investigation of Traffic Flow Regimes and Transitions in Signalized Arterials , 2008 .

[11]  Eleni I. Vlahogianni,et al.  Temporal Evolution of Short‐Term Urban Traffic Flow: A Nonlinear Dynamics Approach , 2008, Comput. Aided Civ. Infrastructure Eng..

[12]  Lin Qiu,et al.  Effects of Adverse Weather on Traffic Crashes , 2008 .

[13]  Alexander Skabardonis,et al.  Statistical characteristics of transitional queue conditions in signalized arterials , 2007 .

[14]  Eleni I. Vlahogianni,et al.  Pattern-Based Short-Term Urban Traffic Predictor , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[15]  Hesham A Rakha,et al.  Empirical Studies on Traffic Flow in Inclement Weather , 2006 .

[16]  Eleni I. Vlahogianni,et al.  Statistical methods for detecting nonlinearity and non-stationarity in univariate short-term time-series of traffic volume , 2006 .

[17]  Daniel J Dailey,et al.  The use of weather data to predict non-recurring traffic congestion , 2006 .

[18]  Hojjat Adeli,et al.  Neural Network-Wavelet Microsimulation Model for Delay and Queue Length Estimation at Freeway Work Zones , 2006 .

[19]  Chris Cluett,et al.  Integration of Emergency and Weather Elements into Transportation Management Centers , 2006 .

[20]  Yiannis Kamarianakis,et al.  Modeling Traffic Volatility Dynamics in an Urban Network , 2005 .

[21]  Hojjat Adeli,et al.  Wavelet Packet‐Autocorrelation Function Method for Traffic Flow Pattern Analysis , 2004 .

[22]  Billy M. Williams,et al.  Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results , 2003, Journal of Transportation Engineering.

[23]  Matthew G. Karlaftis,et al.  A multivariate state space approach for urban traffic flow modeling and prediction , 2003 .

[24]  Jusam Oh,et al.  Effect of weather conditions to traffic flow on freeway , 2002 .

[25]  B. Kerner.  Three-phase traffic theory and highway capacity , 2002, cond-mat/0211684.

[26]  Asim Karim,et al.  INCIDENT DETECTION ALGORITHM USING WAVELET ENERGY REPRESENTATION OF TRAFFIC PATTERNS , 2002 .

[27]  Matthew G. Karlaftis,et al.  Spectral and cross-spectral analysis of urban traffic flows , 2001, ITSC 2001. 2001 IEEE Intelligent Transportation Systems. Proceedings (Cat. No.01TH8585).

[28]  Hojjat Adeli,et al.  Feature Extraction for Traffic Incident Detection Using Wavelet Transform and Linear Discriminant Analysis , 2000 .

[29]  Hesham Rakha,et al.  Variability of traffic-flow measures across freeway lanes , 1999 .

[30]  J. Edwards,et al.  Speed adjustment of motorway commuter traffic to inclement weather , 1999 .

[31]  M. Casdagli.  Recurrence plots revisited , 1997 .

[32]  C. Diks,et al.  Detecting differences between delay vector distributions. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[33]  Hashem R Al-Masaeid,et al.  Short-Term Prediction of Traffic Volume in Urban Arterials , 1995 .

[34]  Lorenzo Mussone,et al.  NEURAL-NETWORK MODELS FOR CLASSIFICATION AND FORECASTING OF FREEWAY TRAFFIC FLOW STABILITY , 1994 .

[35]  C L Webber,et al.  Dynamical assessment of physiological systems and states using recurrence plot strategies. , 1994, Journal of applied physiology.

[36]  J. Zbilut,et al.  Embeddings and delays as derived from quantification of recurrence plots , 1992 .

[37]  H. Abarbanel,et al.  Determining embedding dimension for phase-space reconstruction using a geometrical construction. , 1992, Physical review. A, Atomic, molecular, and optical physics.

[38]  Fraser,et al.  Independent coordinates for strange attractors from mutual information. , 1986, Physical review. A, General physics.

[39]  H. Nicholson,et al.  The prediction of traffic flow volumes based on spectral analysis , 1974 .

[40]  M. Cetin,et al.  Short-Term Traffic Flow Prediction with Regime Switching Models , 2006 .

[41]  K. Keay,et al.  The association of rainfall and other weather variables with road traffic volume in Melbourne, Australia. , 2005, Accident; analysis and prevention.

[42]  J. Zbilut,et al.  Recurrence Quantification Analysis of Nonlinear Dynamical Systems , 2004 .

[43]  Y. Kamarianakis,et al.  Forecasting Traffic Flow Conditions in an Urban Network: Comparison of Multivariate and Univariate Approaches , 2003 .

[44]  Asim Karim,et al.  Fast Automatic Incident Detection on Urban and Rural Freeways Using Wavelet Energy Algorithm , 2003 .

[45]  Bin Ran,et al.  AN APPLICATION OF NEURAL NETWORK ON TRAFFIC SPEED PREDICTION UNDER ADVERSE WEATHER CONDITION , 2003 .

[46]  Panos D. Prevedouros,et al.  Synthesis of the Effects of Wet Conditions on Highway Speed and Capacity , 2003 .

[47]  Michael Kyte,et al.  Effect of Weather on Free-Flow Speed , 2001 .

[48]  Billy M. Williams.  Multivariate Vehicular Traffic Flow Prediction: Evaluation of ARIMAX Modeling , 2001 .

[49]  Billy M. Williams,et al.  Urban Freeway Traffic Flow Prediction: Application of Seasonal Autoregressive Integrated Moving Average and Exponential Smoothing Models , 1998 .

[50]  Amal Ibrahim,et al.  EFFECT OF ADVERSE WEATHER CONDITIONS ON SPEED-FLOW-OCCUPANCY RELATIONSHIPS , 1994 .

[51]  Moshe Levin,et al.  ON FORECASTING FREEWAY OCCUPANCIES AND VOLUMES (ABRIDGMENT) , 1980 .

[52]  A. R. Cook,et al.  ANALYSIS OF FREEWAY TRAFFIC TIME-SERIES DATA BY USING BOX-JENKINS TECHNIQUES , 1979 .