Publications

Investigation of Texting on Young Drivers Behavior by Means of Multivariate Copula Analysis and Gaussian Mixture Modeling
Loukas Dimitriou, Katerina Stylianou, George Yannis (2017)

A Discrete-Time Nonlinear Optimal Control Mechanism for Monitoring Dynamic Signalized Urban Traffic Networks
Loukas Dimitriou, Ourania Kousta, Paraskevas Nikolaou (2016)

Dynamic Short-Term Projections of Travel Time Distributions in Urban Signalized Networks utilizing Composite Information of Traffic Characteristics
Loukas Dimitriou, Vana Gkania (2016)

Capturing System-wide Magnitude of Earthquakes’ Effects on Urban Traffic Networks
Loukas Dimitriou, Antony Stathopoulos (2016)

Dynamic Estimation of Optimal Dispatching Locations for Taxi Services in Mega-Cities based on Detailed GPS Information
Loukas Dimitriou, Elena Kourti, Christina Christodoulou, Vana Gkania (2016)

Fuzzy modeling of freeway accident duration with rainfall and traffic flow interactions
Loukas Dimitriou, Eleni I Vlahogianni (2015)

Optimal competitive freight network design as hierarchical variational inequalities programming problems
Loukas Dimitriou (2015)

An agent-based framework for designing competitive transportation systems
Loukas Dimitriou, Antony Stathopoulos (2010)

Issues on railway wagon asset management using advanced information systems
Athanasios Ballis, Loukas Dimitriou (2010)

Introducing transportation-related carbon footprint considerations in optimal urban road infrastructure management.
Loukas Dimitriou, Antonios Kaltsounis, Antony Stathopoulos (2009)

Evolutionary game-theoretic model for dynamic congestion pricing in multi-class traffic networks
Loukas Dimitriou, Theodore Tsekeris (2009)

Agent-based evolutionary game-theoretic framework for optimizing investment plans of competitive port facilities
Loukas Dimitriou, Antony Stathopoulos (2009)

An Information Fusion Framework of Traffic Counts Forecasts Based on Concepts from Fuzzy Set Theory.
Antony Stathopoulos, Matthew G Karlaftis, Loukas Dimitriou (2009)

Joint pricing and design of urban highways with spatial and user group heterogeneity
Loukas Dimitriou, Theodore Tsekeris, Antony Stathopoulos (2009)

Pareto Evolutionary Optimization of Joint Network Design and Pricing Strategies Related to Emissions in Urban Networks
Loukas Dimitriou, Antonios Kaltsounis, Antony Stathopoulos (2015)

A Stress-Test of Alternative Formulations and Algorithmic Configurations for the Binary Combinatorial Optimization of Bridges Rehabilitation Selection
Dimos C Charmpis, Loukas Dimitriou (2015)

Fixed and variable toll pricing in road networks with direct search meta-heuristics
Loukas Dimitriou, Theodore Tsekeris (2009)

Optimal co-evolutionary strategies for the competitive maritime network design problem
Loukas Dimitriou, Antony Stathopoulos (2009)

Genetic computation of road network design and pricing Stackelberg games with multi-class users
Loukas Dimitriou, Theodore Tsekeris, Antony Stathopoulos (2008)

Genetically optimized infrastructure design strategies in degradable transport networks
Loukas Dimitriou, Theodore Tsekeris, Antony Stathopoulos (2008)

Combined genetic computation of microscopic trip demand in urban networks
Theodore Tsekeris, Loukas Dimitriou, Antony Stathopoulos (2008)

Evolutionary combinatorial programming for discrete road network design with reliability requirements
Loukas Dimitriou, Theodore Tsekeris, Antony Stathopoulos (2007)

Simultaneous origin-destination matrix estimation in dynamic traffic networks with evolutionary computing
Theodore Tsekeris, Loukas Dimitriou, Antony Stathopoulos (2007)

Studies in Computational Intelligence
Loukas Dimitriou (2013)

Prediction of traffic characteristics in smart cities based on deep learning mechanisms
V Gkania, L Dimitriou (2017)

Monitoring drivers’ perception of risk within a smart city environment
K Stylianou, L Dimitriou (2017)

Identifying and addressing multi-source database inconsistencies: Evidences from global road safety information
L Dimitriou, P Nikolaou (2017)

Investigating Rear-End Collision Potential at Signalized Urban Networks Based on Disaggregated Spatial Sensor Data
Katerina Stylianou, Loukas Dimitriou, Mohamed Abdel-Aty (2017)

A Dynamic Equilibrium-Free Model for Monitoring Signalized Urban Networks Based on Discrete-Time Optimal Control Formulation
Loukas Dimitriou, Athanasios Ziliaskopoulos (2017)

Dynamic Short-Term Projections of Travel Time Distributions Based on Heterogeneous Traffic Data
Vana Gkania, Loukas Dimitriou (2017)

Inferring Activities from Social Media Data
Emmanouil Chaniotakis, Constantinos Antoniou, Georgia Aifadopoulou, Loukas Dimitriou (2017)

Detecting and Classifying Roadway Pavement Anomalies Utilizing Smartphones, Onboard Diagnostic Devices, and Classification Models
Charalambos Kyriakou, Symeon E Christodoulou, Loukas Dimitriou (2017)

Can Social Media data augment travel demand survey data?
Emmanouil Chaniotakis, Constantinos Antoniou, Josep Maria Salanova Grau, Loukas Dimitriou (2016)

Hierarchical multi-objective games of transport demand reallocation for minimizing carbon footprint in developing urban areas
Loukas Dimitriou, Thomas Kartsonakis (2016)

Adaptive short term prediction of freeways travel time distributions based on multivariate hazard models
Loukas Dimitriou, Vana Gkania (2016)

Dynamic monitoring of taxi demand profiles, utilizing location-specific information in large metropolitan areas
Loukas Dimitriou, Christina Christodoulou, Elena Kourti, Symeon Christodoulou (2016)

Roadway pavement anomaly classification utilizing smartphones and artificial intelligence
Charalambos Kyriakou, Symeon E Christodoulou, Loukas Dimitriou (2016)

Road Anomaly Detection and Classification Using Smartphones and Artificial Neural Networks
Charalambos Kyriakou, Symeon E Christodoulou, Loukas Dimitriou (2016)

Understanding the Impact of Accessibility and Weather on Emergency Unit Reaction Times
Loukas Dimitriou, Dimitrios Efthymiou, Constantinos Antoniou (2016)

Monitoring Social Networks Formation and Information Velocity for Cases of Airliners' Crashes
Loukas Dimitriou, Constantinos Antoniou, Symeon Christodoulou (2015)

Spatial road safety modeling leveraging “crowd-sourced” publicly available geographic data
L Dimitriou, D Efthymiou, C Antoniou (2015)

Non-Parametric Bill-of-Quantities Estimation of Concrete Road Bridges' Superstructure: an Artificial Neural Networks Approach
Marina Marinelli, Loukas Dimitriou, Nikolaos Fragkakis, Sergios Lambropoulos (2015)

Mechanisms of Serious Accidents Risk Mapping Based on Duration Modeling of Discretized Urban Continuums
Loukas Dimitriou (2015)

Programming the Upgrade of Road Bridges by Sequential Combination of Binary Optimization Routines
Loukas Dimitriou, Dimos C Charmpis (2015)

Dynamic Autoregressive Neural Networks for Spatially Distributed Time Series Prediction of Car Crashes in Urban Networks
Loukas Dimitriou, Hany M Hassan (2013)

Analysis of Risk Factors Affecting Size and Severity of Traffic Crashes in Riyadh, Saudi Arabia
Hany M Hassan, Loukas Dimitriou, Mohamed A Abdel-Aty, Ali S Al-Ghamdi (2013)

Genetically optimized fuzzy resource allocation model for improving road safety in interurban highway networks
Loukas Dimitriou, Mohamed A Abdel-Aty (2013)

Possibilistic Resource Allocation Optimization Models for Improving Access Safety over a Network of Interurban Highways
Loukas Dimitriou, Antony Stathopoulos (2011)

Fuzzy rule-based system approach to combining traffic count forecasts
Antony Stathopoulos, Matthew Karlaftis, Loukas Dimitriou (2010)

Quay to storage area container transfer: Critical review of modeling techniques and practical outcomes
Athanasios Ballis, Loukas Dimitriou, John Paravantis (2010)

Evolutionary Revealed Social Dilemmas in Optimal Joint Decisions Regarding Carbon Footprint in Urban Road Networks
Loukas Dimitriou, Antonios Kaltsounis, Antony Stathopoulos (2010)

Microscopic Traffic Model for Incorporating Motorcycle Movement in Urban Areas
Ioanna Spyropoulou, Loukas Dimitriou (2009)

Elastic multi-user stochastic equilibrium toll design with direct search meta-heuristics
Loukas Dimitriou, Theodore Tsekeris (2009)

Emerging Social Dilemmas in Managing Transportation-Related Carbon Footprint in Optimal Urban Infrastructure Development
Loukas Dimitriou, Antony Stathopoulos (2009)

Continuous Network Design Problem with Reliability Constraints: Genetic Stochastic System Design Approach
Antony Stathopoulos, Loukas Dimitriou (2007)

Continuous network design problem with reliability constraints, a genetic stochastic system design approach
Loukas Dimitriou, Antony Stathopoulos (2007)

Dynamic congestion pricing based on user-optimal stochastic learning models
Loukas Dimitriou, Theodore Tsekeris (2007)

Evolutionary game-theoretic model for performance reliability assessment of road networks
Loukas Dimitriou, Theodore Tsekeris, Antony Stathopoulos (2007)

Competitive Network Design in Short-Sea Liner Markets Using Agent-Based Game-Theoretic Models
Loukas Dimitriou, Theodore Tsekeris, Antony Stathopoulos

Genetic-algorithm-based micro-simulation approach for estimating turning proportions at signalized i
Loukas Dimitriou, Theodore Tsekeris, Antony Stathopoulos (2006)