John W. Polak

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 7

Top Topics

Intelligent Transportation Systems

Incident Detection

Top Venues

Comput. Oper. Res.

J. Intell. Transp. Syst.

Neural Comput. Appl.

Publications

Jianlin Luan, Nicolò Daina, Kristian Hegner Reinau, Aruna Sivakumar, John W. Polak
A data-based opportunity identification engine for collaborative freight logistics based on a trailer capacity graph. Expert Syst. Appl. 210 (2022)
Sebastian Maier, Georg Ch. Pflug, John W. Polak
Valuing portfolios of interdependent real options under exogenous and endogenous uncertainties. Eur. J. Oper. Res. 285 (1) (2020)
Sebastian Maier, John W. Polak, David M. Gann
Valuing portfolios of interdependent real options using influence diagrams and simulation-and-regression: A multi-stage stochastic integer programming approach. Comput. Oper. Res. 115 (2020)
Lin Zhu, Rajesh Krishnan, Fangce Guo, John W. Polak, Aruna Sivakumar
Early Identification of Recurrent Congestion in Heterogeneous Urban Traffic. ITSC (2019)
Lin Zhu, Rajesh Krishnan, Aruna Sivakumar, Fangce Guo, John W. Polak
Traffic Monitoring and Anomaly Detection based on Simulation of Luxembourg Road Network. ITSC (2019)
Lin Zhu, Fangce Guo, Rajesh Krishnan, John W. Polak
A Deep Learning Approach for Traffic Incident Detection in Urban Networks. ITSC (2018)
Fangce Guo, Rajesh Krishnan, John W. Polak
The influence of alternative data smoothing prediction techniques on the performance of a two-stage short-term urban travel time prediction framework. J. Intell. Transp. Syst. 21 (3) (2017)
Victoria J. Hodge, Rajesh Krishnan, Jim Austin, John W. Polak, Thomas W. Jackson
Short-term prediction of traffic flow using a binary neural network. Neural Comput. Appl. 25 (7-8) (2014)
Ivan Wang Hei Ho, Kin K. Leung, John W. Polak
A Methodology for Studying VANET Performance with Practical Vehicle Distribution in Urban Environment CoRR (2012)
Ivan Wang Hei Ho, Kin K. Leung, John W. Polak
Stochastic model and connectivity dynamics for VANETs in signalized road systems. IEEE/ACM Trans. Netw. 19 (1) (2011)
Ivan Wang Hei Ho, Robin J. North, John W. Polak, Kin K. Leung
Effect of Transport Models on Connectivity of Interbus Communication Networks. J. Intell. Transp. Syst. 15 (3) (2011)
Fangce Guo, John W. Polak, Rajesh Krishnan
Comparison of modelling approaches for short term traffic prediction under normal and abnormal conditions. ITSC (2010)
Jeremy Pitt, Yiannis Demiris, John W. Polak
Converging Bio-inspired Robotics and Socio-inspired Agents for Intelligent Transportation Systems. ICARIS (2010)
Ivan Wang Hei Ho, Kin K. Leung, John W. Polak
Stochastic traffic and connectivity dynamics for vehicular ad-hoc networks in signalized road systems. LCN (2009)
Ivan Wang Hei Ho, Kin K. Leung, John W. Polak
Optimal transmission probabilities in VANETs with inhomogeneous node distribution. PIMRC (2009)
Ivan Wang Hei Ho, Kin K. Leung, John W. Polak
Connectivity dynamics for vehicular ad-hoc networks in signalized road systems. International Teletraffic Congress (2009)
Robin J. North, Mark Richards, Jeremy Cohen, Neil Hoose, John Hassard, John W. Polak
A mobile environmental sensing system to manage transportation and urban air quality. ISCAS (2008)
Ivan Wang Hei Ho, Kin K. Leung, John W. Polak, Rahul Mangharam
Node Connectivity in Vehicular Ad Hoc Networks with Structured Mobility. LCN (2007)