Kalman filter-based tracking system for automated inventory of roadway signs / Kevin C.P. Wang ... [et al.] -- Travel time estimation with correlation analysis of single-loop detector data / Huairui Guo and Jionghua (Judy) Jin -- Improving the prediction of annual average daily traffic for nonfreeway facilities by applying a spatial statistical method / Jin Ki Eom ... [et al.] -- Predicting directional design hourly volume from statutory holiday traffic / Zhaobin Liu and Satish Sharma -- Forecasting shared-use vehicle trips with neural networks and support vector machines / Ruey Long Cheu ... [et al.] -- Performance evaluation of sensor- and image-based technologies for automated pavement condition surveys / Renato A.C. Capuruço ... [et al.] -- Frameworks to represent uncertainty when level of service is determined / Shinya Kikuchi and Partha Chakroborty -- Incorporating wavelet decomposition technique to compress TransGuide intelligent transportation system data / Fengxiang Qiao, Hao Liu, and Lei Yu -- Application of genetic neural networks to real-time intersection accident detection using acoustic signals / Yunlong Zhang and Yuanchang Xie -- Real-time detection of crash-prone conditions at freeway high-crash locations / John N. Hourdos ... [et al.] -- Applications of artificial intelligence paradigms to decision support in real-time traffic management / Mashrur Chowdhury... [et al.] -- Predicting urban arterial travel time with state-space neural networks and Kalman filters / Hao Liu ... [et al.] -- Moments analysis for improving decision reliability based on travel time / Jiangang Lu ... [et al.] -- Unscented Kalman filter method for speed estimation using single loop detector data / Zhirui Ye, Yunlong Zhang, and Dan R. Middleton.