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Haris N. Koutsopoulos

Haris N. Koutsopoulos

D-Index & Metrics

Engineering and Technology

D-Index
62
Citations
11847
World Ranking
1951
National Ranking
625

Overview

Haris N. Koutsopoulos is affiliated with Northeastern University in the United States and has a research portfolio focused primarily on engineering and social sciences with strong emphasis on transportation. Their scholarly contributions prominently span the domain of transportation planning, optimization, and management within urban environments.

The scientist's work extensively covers topics such as:

  • Transportation Planning and Optimization
  • Traffic Prediction and Management Techniques
  • Human Mobility and Location-Based Analysis
  • Transportation and Mobility Innovations
  • Urban Transport and Accessibility
  • Railway Systems and Energy Efficiency
  • Traffic control and management

Koutsopoulos's research intersects several subfields including:

  • Transportation
  • Building and Construction
  • Automotive Engineering
  • Industrial and Manufacturing Engineering
  • Control and Systems Engineering

Their publications have appeared in multiple venues, with a strong presence in:

  • arXiv (Cornell University)
  • Transportation Research Record Journal of the Transportation Research Board
  • SSRN Electronic Journal
  • IEEE Transactions on Intelligent Transportation Systems
  • Transportation Research Part C Emerging Technologies

Some notable recent papers include:

  • Dynamic Origin-Destination Prediction in Urban Rail Systems: A Multi-Resolution Spatio-Temporal Deep Learning Approach, 2021, IEEE Transactions on Intelligent Transportation Systems
  • Discovering latent activity patterns from transit smart card data: A spatiotemporal topic model, 2020, Transportation Research Part C Emerging Technologies
  • Deep learning for short-term origin-destination passenger flow prediction under partial observability in urban railway systems, 2022, Neural Computing and Applications
  • Individual Mobility Prediction in Mass Transit Systems Using Smart Card Data: An Interpretable Activity-Based Hidden Markov Approach, 2021, IEEE Transactions on Intelligent Transportation Systems
  • Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks, 2022, Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Frequent collaborators include:

  • Jinhua Zhao
  • Zhenliang Ma
  • Baichuan Mo
  • Shenhao Wang
  • Dingyi Zhuang

Best Publications

  • Integrated driving behavior modeling

    Tomer Toledo;Haris N Koutsopoulos;Moshe E Ben-Akiva

  • Travel time estimation for urban road networks using low frequency probe vehicle data

    Erik Jenelius;Haris N. Koutsopoulos

  • SIMULATION LABORATORY FOR EVALUATING DYNAMIC TRAFFIC MANAGEMENT SYSTEMS

    Qi Yang;Haris N. Koutsopoulos;Moshe E. Ben-Akiva

  • Modeling integrated lane-changing behavior

    Tomer Toledo;Haris N. Koutsopoulos;Moshe E. Ben-Akiva

  • DynaMIT: a simulation-based system for traffic prediction

    Moshe Ben-Akiva;Michel Bierlaire;Haris Koutsopoulos;Rabi Mishalani

  • IBM infosphere streams for scalable, real-time, intelligent transportation services

    Alain Biem;Eric Bouillet;Hanhua Feng;Anand Ranganathan

  • Network state estimation and prediction for real-time traffic management

    Moshe Ben-Akiva;Michel Bierlaire;Didier Burton;Haris N. Koutsopoulos

  • Hybrid Mesoscopic-Microscopic Traffic Simulation

    Wilco Burghout;Haris N Koutsopoulos;Ingmar Andreasson

  • Inferring patterns in the multi-week activity sequences of public transport users

    Gabriel Goulet Langlois;Haris N Koutsopoulos;Jinhua Zhao

  • Nonlinear Kalman Filtering Algorithms for On-Line Calibration of Dynamic Traffic Assignment Models

    C. Antoniou;M. Ben-Akiva;H.N. Koutsopoulos

  • DEVELOPMENT OF A ROUTE GUIDANCE GENERATION SYSTEM FOR REAL-TIME APPLICATION

    Moshe Ben-Akiva;Michel Bierlaire;Jon Bottom;Haris Koutsopoulos

  • Calibration of microscopic traffic simulation models: Methods and application

    Ramachandran Balakrishna;Constantinos Antoniou;Moshe E Ben-Akiva;Haris N Koutsopoulos

  • Real Time Simulation of Traffic Demand-Supply Interactions within DynaMIT

    Moshe Ben-Akiva;Michel Bierlaire;Haris N. Koutsopoulos;Rabi Mishalani

  • Dynamic data-driven local traffic state estimation and prediction

    Constantinos Antoniou;Haris N. Koutsopoulos;George Yannis

  • CALIBRATION AND VALIDATION OF MICROSCOPIC TRAFFIC SIMULATION TOOLS: STOCKHOLM CASE STUDY

    Tomer Toledo;Haris N. Koutsopoulos;Angus Davol;Moshe E. Ben-Akiva

  • Non-parametric estimation of route travel time distributions from low-frequency floating car data

    Mahmood Rahmani;Erik Jenelius;Haris N. Koutsopoulos;Haris N. Koutsopoulos

  • Path inference from sparse floating car data for urban networks

    Mahmood Rahmani;Haris N. Koutsopoulos

  • Real-time holding control for high-frequency transit with dynamics

    G.E. Sánchez-Martínez;H.N. Koutsopoulos;H.N. Koutsopoulos;N.H.M. Wilson

  • Impacts of Holding Control Strategies on Transit Performance: Bus Simulation Model Analysis

    Oded Cats;Anahid Nabavi Larijani;Haris N Koutsopoulos;Wilco Burghout

  • INTEGRATED APPROACH TO VEHICLE ROUTING AND CONGESTION PREDICTION FOR REAL-TIME DRIVER GUIDANCE

    Isam Kaysi;Moshe Ben-Akiva;Haris Koutsopoulos

  • Non-linear kalman filtering algorithms for on-line calibration of dynamic traffic assignment models

    C. Antoniou;M. Ben-Akiva;H.N. Koutsopoulos

Frequent Co-Authors

Constantinos Antoniou
Constantinos Antoniou Technical University of Munich
Tomer Toledo
Tomer Toledo Technion – Israel Institute of Technology
Oded Cats
Oded Cats Delft University of Technology
Michel Bierlaire
Michel Bierlaire École Polytechnique Fédérale de Lausanne
Leo Kroon
Leo Kroon Erasmus University Rotterdam
Luis Ferreira
Luis Ferreira University of Queensland
George Yannis
George Yannis National Technical University of Athens
Anand Ranganathan
Anand Ranganathan Unscrambl Inc.

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