Publications

2019

  • D. Bhandari, S. Paul and A. Narayan., 2019. Multimodal Data Fusion and Prediction of Emotional Dimensions Using Deep Neural Network. In Computational Intelligence: Theories, Applications and Future Directions-Volume II (pp. 215-228). Springer, Singapore.

2018

  • A. Narayan, D. P. Srivastava, V. Sahni, P. S. Satsangi, “Implementation and Simulation Studies of the Multi-Particle Quantum Teleportation Model”, 22nd International Conference on Towards a Science of Consciousness, East-West Forum, April 2 – 7, 2018, Tucson, Arizona USA [PDF]
  • A. Narayan. and Roe, P.H.N., 2018. Learning Graph Dynamics using Deep Neural Networks. IFAC-PapersOnLine, 51(2), pp.433-438.
  • A. Narayan, G. Cutulenco, Y. Joshi, and S. Fischmeister. "Mining Timed Regular Specifications from System Traces". ACM Trans. Embed. Comput. Syst. 17, 2, Article 46 (January 2018), 21 pages. DOI: https://doi.org/10.1145/3147660

2017

  • D. Bhandari, S. Paul, and A. Narayan, “Multimodal Data Fusion and Prediction of Emotional Dimensions using Deep Neural Network”, 2017 International Conference on Computational Intelligence: Theories, Applications and Future Directions. (Advances in Intelligent Systems and Computing (AISC) Springer-Verlag) , Indian Institute of Technology, Kanpur, India (in press) [PDF]
  • A. Narayan, N. Bennan, and S. Fischmeister, “Mining Properties using Nested Word Automaton in System Traces”, The Sixth International Workshop on Software Mining (SoftwareMining-2017) at the 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2017), October 30 – November 3, 2017, Urbana-Champaign, IL, USA [PDF]
  • L. Schmidt, A. Narayan, S. Fischmeister, “TREM: A Tool for Mining Timed Regular Specifications from System Traces”, 2017 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2017), October 30 – November 3, 2017, Urbana-Champaign, IL, USA [PDF]
  • A. Narayan and Keith W. Hipel, “Deep Learning for Short Term Electric Load Forecasting”, 2017, IEEE International Conference on Systems, Man, and Cybernetics, Banff, Canada, Oct 5-8, 2017 [PDF]
  • A. Narayan; Ponnambalam, K.; Pagsuyoin, S.A. Spatial Dependence Modeling of Wind Resource under Uncertainty Using C-Vine Copulas and Its Impact on Solar-Wind Energy Co-Generation. Preprints 2017, 2017090053 (doi: 10.20944/preprints201709.0053.v1) [PDF]
  • U. Mukherjee, A. Maroufmashat, A. Narayan, A. Elkamel, and M. Fowler, “A Stochastic Programming Approach for the Planning and Operation of a Power to Gas Energy Hub with Multiple Energy Recovery Pathways,” Energies, vol. 10, no. 7, p. 868, Jun. 2017 [Online]. [PDF]
  • R. S. Narayan and A. Narayan, "Quantum Information Storage and Processing in Biological Molecules", 21st International Conference on Towards a Science of Consciousness, June 5 – 10, 2017, San Diego, USA [PDF]
  • A. Narayan, D. P. Srivastava, V. Sahni, P. S. Satsangi, “Robustness of n-qudit quantum Hopfield network against noise and decoherence”, 21st International Conference on Towards a Science of Consciousness, East-West Forum, June 5 – 10, 2017, San Diego, USA [PDF]
  • A. Narayan, S. Kauffman, J. Morgan, G. Martin Tchamgoue, Y. Joshi, S. Fischmeister, and C. Hobbs, "System Call Logs with Natural Random Faults: Experimental Design and Application", Silicon Errors in Logic -- System Effects (SELSE), Boston, USA, 2017 [PDF]
  • A. Narayan, K. Ponnambalam, "Risk-averse stochastic programming approach for microgrid planning under uncertainty", Renewable Energy, Volume 101, February 2017, Pages 399-408, ISSN 0960-1481, http://dx.doi.org/10.1016/j.renene.2016.08.064 [PDF]

2016

  • G. Cutulenco, Y. Joshi, A. Narayan, and S. Fischmeister, “TRE Mining using Timed Automaton in System Traces”, The Fifth International Workshop on Software Mining (SoftwareMining-2016) – 31st IEEE/ACM International Conference on Automated Software Engineering, Sep 3 – 7, 2016, Singapore [PDF]
  • S. Fischmeister, A. Narayan, G. Cutulenco, Y. Joshi, "Mining Timed Regular Expressions", US Provisional Patent Filed, Application Number: 62437436, December 2016

2015 and before

  • A. Narayan and K. Ponnambalam, “Spatial dependence modeling and allocation of wind resources using C-Vine copulas and value-at-risk”, 2015 AMMCS-CAIMS Congress, Waterloo, Canada, June 7 – 12, 2015
  • A. Narayan and K. Ponnambalam, “Moments Based Fitting of Kumaraswamy PDF for Estimating VaR in Portfolio Optimization”, Industrial-Academic Workshop on Optimization in Finance and Risk Management, Fields Institute, Toronto, ON Sep 23-24, 2013
  • A. Narayan, F. Karray, and K. Ponnambalam “Neuro-Fuzzy (m-ANFIS) Based Technique for Load Forecasting in Large Geographical Area: Ontario, Canada”, 35th National Systems Conference 2011, 9-11th, December, 2011, Indian Institute of Technology, Bhubaneshwar, Orissa, India 2013 [PDF]
  • A. Narayan and K. Ponnambalam “Extreme Value Analysis using Stochastic Differential Equations”, Conference on Probabilistic Methodologies in Water and Wastewater Engineering, Toronto, September 23-24, 2011
  • A. Narayan, K. W. Hipel, K. Ponnambalam, and S. Paul, “Neuro-Fuzzy Inference System (ASuPFuNIS) Model for Intervention Time Series Prediction of Electricity Prices”, IEEE Systems, Man and Cybernetics International Conference 2011, Anchorage, Alaska. October 9-12, 2011 [PDF]
  • A. Narayan and K. Ponnambalam, “Stochastic Two-Stage Programming for Network Design under Uncertainty as Min-Cost Multicommodity Network Flow”, Graduate Student Research Conference 2011, April 25-28, 2011, University of Waterloo, Waterloo, ON, Canada [PDF]
  • M.Kamali, A. Narayan, and K. Ponnambalam, “Parameter Estimation in Groundwater Models using Surrogate Optimization”,46th Central Canadian Symposium on Water Quality Research 2011, Feb 22-23, 2011, Canada Centre for Inland Waters, Burlington, ON, Canada
  • A. Narayan, G. Srivastava, and S. Kumar, “Integration of Multimedia Communication into Tele-medicine and Tele-consultation”, Joint International Conference on Applied Systems Re- search and XXXIII National Systems Conference 2009, ASR-NSC-2009, Nov 27 - 29, DEI, Agra, India [PDF]
  • A. Narayan and C. Patvardhan, “A Novel Quantum Evolutionary Algorithm for Quadratic Knapsack Problem”, Systems, Man and Cybernetics IEEE World Conference, SMC 2009, Oct 11- 14, 2009, San Antonio, TX, USA [PDF]
  • T. Srivastava and A. Narayan, “Dynamic Fuzzy Controller Based Multilayered Architecture for Extended Battery Life in Mobile Handheld Devices”, IEEE World Conference Systems, Man and Cybernetics, SMC 2009, Oct 11- 14, 2009, San Antonio, TX, USA [PDF]
  • L. Singh, A. Narayan, and S. Kumar, “Dynamic Fuzzy Load Balancing on LAM/MPI Clusters with Applications in Parallel Master-Slave Implementations of an Evolutionary Neuro-Fuzzy Learning System”, IEEE World Congress on Computational Intelligence, Hong Kong, June 1-6, 2008 [PDF]
  • C. Patvardhan, A. Narayan, and A. Srivastava, “Enhanced Quantum Evolutionary Algorithms for Difficult Knapsack Problem”, International Conference on Pattern Recognition and Machine Intelligence, Indian Statistical Institute, Kolkata, December 16 -18, 2007. (Lecture Notes in Computer Science, LNCS -4815/2007, Springer Verlag, pp.252-260.) [PDF]
  • A. Narayan and K. Ponnambalam “Model based extreme value analysis and its application in Great Lakes”, 55th Annual International Conference on Great Lakes Research, IAGLR, Cornwall, May 13-17, 2012 [PDF]