Complex Systems Group (CxSy Group)

Selected Publications

Journal

  • J. Pang and C. Monterola
    Dendric growth model of multilevel marketing
    Communications in Nonlinear Science and Numerical Simulation, (accepted), (June 2016)
  •  N Hu, E. F. Legara, G. G. Hung, K. K. Lee, C. Monterola
    Impacts of land use and amenities on public transport use, urban planning and design
    Land Use Policy, 57, pp. 356-367, (2016)
  • B. Yang, X. Xinhua, Z. F. Pang, C. Monterola
    Cluster Statistics and Quasiisolation Dynamics in Microscopic Optimal Velocity Models
    Physical Review E, 93,042212, (2016)
  • H. Y. Xu, G. Li, E. F. Legara, S. H. Kuo, D. Zhao, C. Monterola
    Generalized cross entropy method for estimating join distribution from incomplete information
    Physica A, 453, (July, 2016)
  • M. A. Ramli, V. Jayaraman, K. K. Lee, C. Monterola, Z. P. Loh, J. Long, W. D. Ten, H. C. Kwek, K. H. Tan
    Impact of commuter fluctuations on headway regularity of public buses in Singapore
    Sigma Journal of Engineering and Natural Sciences,(accepted), (May, 2016)
  • Yang Bo, Aman Verma, Lynette Cheah and Christopher Monterola
    Self-organized Traffic Flow at the Lightless Intersection: Algorithms, Policies and Simulations of the Environmental Impact
    Clean Technologies and Environmental Policies, (submitted), (November 2015)
  • Yang Bo and C. Monterola
    Classification and unification of the microscopic deterministic traffic models,
    Physical Review E, 92, 042802, (October 2015).
  • G. Li, D. Zhao, S.H.  Kuo, H.Y. Xu, N. Hu, G. Zhao, C. Monterola
    Entropy Based Modelling for Estimating Demographic Trends
    Plos One, 10(9), e0137324, (2015) 
  • V. Narang, M.A. Ramli, M. Poidinger, A. Singhal, P. Kumar, G. de Libero, C. Monterola
    Automated Identification of Core Regulatory Genes in Human Gene Regulatory Networks
    PLoS Comput Biol, 11(9), e1004504, (2015) 
  • Nasri Bin Othman, Erika Fille Legara, Vicknesh Selvam, Christopher Monterola
    A Data-Driven Agent-Based Model of Congestion and Scaling Dynamics of Rapid Transit Systems
    Journal of Computational Science, (accepted), (Feb 2015) 

  • F. Ling, C. Monterola, H. Yanging
    A Simplified Self-Consistent Probabilities Framework to Characterize Percolation Phenomena on Interdependent Networks
    New Journal of Physics, 17, 063025, (2015)
  • Erika Fille Legara, Gary Lee, Terence Hung, Christopher Monterola,
    Mechanism-based model of a mass rapid transit system: A perspective
    Intl. Journal of Modern Physics C, 35, 1560011, (Feb 2015)

  • Xihua Su,  John Pang, Christopher Monterola
    Asymmetric optimal-velocity car-following model
    Physica A, Vol. 436, pp. 565-571, (October 2015) 
  • M.A. Ramli, C. Monterola 
    Probing and shaping the information transfer of noise-perturbed complex networks
    Journal of Computational Science5, pp. 851 - 860 (2014)
  • C. Abundo, C. Monterola, E.F. Legara
    Criticality of forcing directions on the fragmentation and resilience of grid networks
    Scientific Reports4, 06195, (2014) 
  • J. Pang, N.B. Othman, K.M. Ng, C. Monterola
    Efficiency and Robustness of different Bus Network Designs
    Intl. Journal of Modern Physics C26, 1550024, (2015) 
  • J.F. Valenzuela, C. Monterola, E.F. Legara, X. Fu, S.M. Goh
    On Centripetal Flows of Entities in Scale Free Networks with Nodes of Finite Capability
    Complexity, (2014) 
  • H. Cao, V. Tan, J. Pang
    A Parsimonious Mixture of Gaussian Trees Model for Oversampling in Imbalanced and Multimodal Time-Series Classification
    Neural Networks and Learning Systems, IEEE Transaction 25(12), pp. 2226 - 2239 (2014) 
  • E.F. Legara, C. Monterola, G. Lee and T. Hung
    Critical capacity, travel time delays and travel time distribution of rapid mass transit systems
    Physica A: Statistical Mechanics and its Applications 406, pp.100-106, (2014) 
  • C. David, E.F. Legara, J.M. Atun, C. Monterola
    News Frames of the Population Issue in the Philippines
    Intl. Journal of Communication 8, pp. 1247-1267, (2014) 
  • N. Othman, E.F. Legara, V. Selvam, C. Monterola
    Simulating Congestion Dynamics of Train Rapid Transit using Smart Card Data,
    Procedia Computer Science, 29, pp. 1610-1620, (2014) 
  • M.A. Ramli, C. Monterola, G. Lee, T. Hung
    A Method to Ascertain Rapid Transit Systems' Throughput Distribution using Network Analysis
    Procedia Computer Science, 29, pp. 1621-1630, (2014) 
  • J.F. Valenzuela, E.F. Legara, X. Fu, R.S.M. Goh, R. de Souza and C. Monterola
    A network perspective on the calamity-induced inaccessibility of communities and the robustness of centralized, landbound relief efforts
    Intl Journal of Modern Physics C 25, 1450047, (2014)
  • J.Decraene, C. Monterola, G. Lee, T. Hung and M. Batty
    The emergence of urban land use patterns driven by dispersion and aggregation mechanisms
    PLOS ONE 8(12), e80309, (2013) 
  • J. Pang, C. Monterola, J. Bantang
    Noise-induced synchronization in lattice Hodgkin-Huxley neural network
    Physica A: Statistical Mechanics and its Applications, 393(1), pp. 638-645, (2014) 

 Conference Proceedings / Presentations

  • C Monterola, E F Legara, P Di, K K Lee, G G Hung

    Non-invasive procedure to probe route choices of commuters in rail transit systems

    Proceedings of ICCS, Mar 2016
  • M A Ramli, V Jayaraman, Z P Loh, J Long,W D Ten, G Lee, C Monterola, H C Kwek, K H Tan

    Impact of Commuter Fluctuations on the Headway Regularity of Public Buses in Singapore

    TRANSIST 2015 Intl. Symposium and Exhibition on Transportation Technologies, Dec 2015, Istanbul, Turkey
  • Yang Bo, Jiwei Yoon, C. Monterola

    A General Scheme for Deterministic Microscopic Traffic Models. Part II: Empirical Verifications,

    Traffic and Granular Flow 2015, Oct 2015, Delft, Netherlands

  • Yang Bo, Jiwei Yoon, C. Monterola
    A General Scheme for Deterministic Microscopic Traffic Models. Part I: Theoretical Construction
    Traffic and Granular Flow 2015, Oct 2015, Delft, Netherlands
  • Hai-Yan Xu, Xiuju Fu, Loganathan Ponnambalam, Akira Namatame, Xiao Feng Yin, Rick Siow Mong Goh
    A Model to Evaluate Risk Propagation Considering Effect of Dynamic Risk Information Sharing and Multi-Sourcing in Supply Chain Networks
    IEEE International Conference on Industrial Engineering and Engineering Management, 2015, Singapore. Outstanding Paper Award.
  • E.F. Legara and C. Monterola
    Identifying Passenger Type from Travel Routine 
    Complex Systems Conference, Sep 2015, Arizona, USA
  • N. Huynh, E.F. Legara, C. Monterola
    A dynamical model of twitter activity profiles
    Complex Systems Conference, Sep 2015,  Arizona, USA
  • N. Huynh, E.F. Legara, C. Monterola
    A dynamical model of twitter activity profiles
    Proceedings of the 26th ACM Conference on Hypertext and Social Media, 2015
  • C Monterola, C Abundo, and EF Legara 
    Power law distribution of networks’ lifetime in the presence of deformation memory 
    Complex Systems Conference, Sep 2015,  Arizona, USA 
  • L Feng, H Yanqing, and C Monterola
    The self-consistent probability framework in multiplex network percolations
    Complex Systems Conference, Sep 2015,  Arizona, USA 

  • N. Huynh, E.F. Legara, C. Monterola
    A dynamical model of twitter activity profiles
    Proceedings of 26th ACM Conference on Hypertext and Social Media, May 2015, Northern Cyprus 
  • Yang Bo and C Monterola
    Nature of the Congested Traffic and Quasi-steady States of the General Motor Models
    American Physical Society Meeting, Mar 2015,  San Antonia, Texas.
  • M.A. Ramli, C. Monterola 
    The Resilience of the Encounter Network of Commuters for a Metropolitan Public Bus System
    15th International Conference on Computational Science, Mar 2015, Reykjavik, Iceland 
  • C Abundo, EF Legara, LY Chew, C Monterola
    Urban Land Use as a Means of Modelling Travel Demand in Transport Networks
    European Conference on Complex Systems, 2014, Lucca, Italy
  • J.F. Valenzuela, E.F. Legra, X. Fu, M.G. Siow, R. de Souza, C. Monterola
    Network-based evaluation of relief operations in disaster-struck regions
    European Conference on Complex Systems, 2014, Lucca, Italy
  • N. Othman, E.F. Legara, G.G. Hung, and C. Monterola
    Efficacy of using travel distance in inferring the regions of influence in multi-modal transfer patterns
    European Conference on Complex Systems, 2014, Lucca, Italy
  • E.F. Legara,  N.B. Othman G.G. Hung, and C. Monterola
    Absence of a dominant transit route drives asymmetry in the route paths of commuters
    European Conference on Complex Systems, 2014, Lucca, Italy
  • C. Monterola 
    Opportunities & Challenges in Large-Scale Complex Systems Simulation in Cloud
    International Conference Cloud Computing Research & Innovation, 2014, Singapore
  • M.A. Ramli, C. Monterola, G. Lee, T. Hung
    A Method to Ascertain Rapid Transit Systems' Throughput Distribution using Network Analysis
    14th International Conference on Computational Science, 2014, Cairns, Australia 

  • Linbo Luo, Haiyan Yin, Wentong Cai, Michael Lees, Nasri Bin Othman, Suiping Zhou
    Towards a data-driven approach to scenario generation for serious games
    27th International Conference on Computer Animation and Social Agents (CASA 2014), 2014, Houston, USA
  • N. Othman, E.F. Legara, V. Selvam and C. Monterola
    Simulating Congestion Dynamics of Train Rapid Transit using Smart Card Data
    14th International Conference on Computational Science, 2014, Cairns, Australia 
  • N. Othman, E.F. Legara, T. Hung and C. Monterola
    Efficacy of using travel distance in inferring the regions of influence in multi-modal transfer patterns
    European Conference on Complex Systems 2014, Tuscany, Italy 
  • E.F. Legara, N. Othman, T. Hung, C. Monterola
    Absence of a dominant transit route drives asymmetry in the route paths of commuters
    European Conference on Complex Systems, 2014, Tuscany, Italy
  • E.F. Legara, H. Kasim, T. Hung, C. Monterola, G. Lee, X. Li, B.S. Lee, S. Lu, L. Wang, and V. Jayaraman
    Scalable Complex System Modeling for Sustainable City
    Sixth IEEE International Scalable Computing Challenge (SCALE 2013), Delft, Netherlands
  • E.F. Legara, C. Monterola, T. Hung, G. lee
    Cascade of travel duration delays in rapid transport system,
    European Conference on Complex Systems 2013, World Trade Center, Barcelona
  • C. Monterola, E.F. Legara, P. Di, G. Lee, T. Hung
    Non-invasive procedure to probe the route choices of commuters in rail transit systems, 
    European Conference on Complex Systems 2013, World Trade Center, Barcelona
  • J. Decraene, C. Monterola, S.K. Jusuf, N.H. Wong, C. Abundo, L.Y. Chew, V. Selvam, D.K. Raju, C. Jayaraj, G. Lee, T. Hung
    Land use characterization and applications in integrated city planning
    European Conference on Complex Systems 2013, World Trade Center, Barcelona

  • N. B. Othman, J. Decraene, Cai, Hu, Low, Gouaillard               
    Simulation-based Optimization of StarCraft Tactical AI through Evolutionary Computation
    IEEE Conference on Computational Intelligence and Games, 2012, Granada, Spain