End-to-End Deep Learning Methodology for Real-Time Traffic Network Management

An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition

(2017) Baoguang Shi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Proactive route guidance to avoid congestion

(2016) E. Angelelli et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Real-time traffic network state estimation and prediction with decision support capabilities: Application to integrated corridor management

(2016) Hossein Hashemi et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A novel approach for dynamic traffic lights management based on Wireless Sensor Networks and multiple fuzzy logic controllers

(2015) Mario Collotta et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feedback-Coordinated Ramp Control of Consecutive On-Ramps Using Distributed Modeling and Godunov-Based Satisfiable Allocation

(2015) Shaurya Agarwal et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Deep Learning in Drug Discovery

(2015) Erik Gawehn et al.   Molecular Informatics

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Solving simultaneous route guidance and traffic signal optimization problem using space-phase-time hypernetwork

(2015) Pengfei Li et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Integrated Method for Online Calibration of Real-Time Traffic Network Management Systems

(2015) Hossein Hashemi et al.   TRANSPORTATION RESEARCH RECORD

Real-Time Traffic Network State Prediction for Proactive Traffic Management

(2015) Hossein Hashemi et al.   TRANSPORTATION RESEARCH RECORD

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning

(2014) Wenhao Huang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Intelligent transport systems harmonisation assessment: use case of some Spanish intelligent transport systems services

(2013) Vicente R. Tomás et al.   IET Intelligent Transport Systems

Dynamic Road Pricing for Revenue Maximization

(2013) Ahmed Hassan et al.   TRANSPORTATION RESEARCH RECORD

Sample size planning for classification models

(2012) Claudia Beleites et al.   ANALYTICA CHIMICA ACTA

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Managing congestion and emissions in road networks with tolls and rebates

(2012) Linxi Chen et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Efficient network-wide model-based predictive control for urban traffic networks

(2012) Shu Lin et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Comparing Ant Colony Optimization and Genetic Algorithm Approaches for Solving Traffic Signal Coordination under Oversaturation Conditions

(2011) Rahul Putha et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Neural-Network-Based Models for Short-Term Traffic Flow Forecasting Using a Hybrid Exponential Smoothing and Levenberg–Marquardt Algorithm

(2011) Kit Yan Chan et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Type-2 fuzzy logic based urban traffic management

(2010) P.G. Balaji et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Event-driven architecture for decision support in traffic management systems

(2010) Jürgen Dunkel et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Review of the Applications of Agent Technology in Traffic and Transportation Systems

(2010) Bo Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Reinforcement Learning With Function Approximation for Traffic Signal Control

(2010) Prashanth LA et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Reinforcement learning-based multi-agent system for network traffic signal control

(2010) I. Arel et al.   IET Intelligent Transport Systems

An intelligent traffic management expert system with RFID technology

(2009) W. Wen   EXPERT SYSTEMS WITH APPLICATIONS

Controller for Urban Intersections Based on Wireless Communications and Fuzzy Logic

(2009) V. Milanes et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Coordinated ramp metering for freeway networks – A model-predictive hierarchical control approach

(2008) Ioannis Papamichail et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES