Publicatons

Journal Papers:


  1. Ahmed I., Jun, M., and Ding, Y., (2022) “A Spatio-temporal Track Association Algorithm Based on Marine Vessel Automatic Identification System Data", IEEE Transactions on Intelligent Transportation Systems. (Accepted, available online).

  2. Ahmed I., Galoppo, T., Hu, X. and Ding, Y., (2021) “Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection ,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol: 44, No.8, pp. 4110 – 4124.

  3. Ahmed I., Hu, X., Acharya, M., Ding, Y., (2021) “Neighborhood Structure Assisted Non-negative Matrix Factorization and its Application in Unsupervised Point Anomaly Detection,” Journal of Machine Learning Research, Vol: 22, No.34, pp. 1 – 32.

  4. Ahmed I., Dagnino, A., Ding, Y., (2019) “Unsupervised anomaly detection based on minimum spanning tree approximated distance measures and its application to hydropower turbines,” IEEE Transactions on Automation Science and Engineering, Vol: 16, No.2, pp. 654 – 667.

  5. Aziz, R.A., Paul, H.K., Karim, T.M., Ahmed I., Azeem, A., (2018) “Modeling and Optimization of Multilayer Aggregate Production Planning,” Journal of Operations and Supply Chain Management (JOSCM), Vol: 11, No.2, pp. 1 – 15.

  6. Ahmed, I., Sultana, I., Azeem, A., (2017) “Development of an inventory model for two suppliers with random capacity considering supply disruption”, International Journal of Logistics and Systems Management (Inderscience), Vol: 26, No.1, pp. 57 – 84.

  7. Sultana, I., Ahmed, I., Azeem, A., (2015) “An Integrated Approach for Multiple Criteria Supplier Selection combining Fuzzy Delphi, Fuzzy AHP and Fuzzy TOPSIS”, Journal of Intelligent and Fuzzy Systems (IOS Press) Vol 29, No. 4, PP. 1273-1287.

  8. Sultana, I., Ahmed, I., Paul, S.K., Chowdhury, A.H., (2014) “Economic Design of X- bar control chart using Genetic Algorithm and Simulated Annealing Algorithm”, International Journal of Productivity and Quality Management (Inderscience) Vol. 14,No.3, pp:352-372.

  9. Ahmed, I., Sultana, I., (2014) “A Literature review on Inventory modeling with reliability consideration”, International Journal of Industrial Engineering Computations (Growing Science), Vol: 5, No. 1, pp: 169-178.

  10. Sultana, I., Ahmed, I., (2014) “A State of Art Review on Optimization Techniques in Just In Time”, Uncertain Supply Chain Management (Growing Science), Vol: 2, No. 1, pp: 15-26.

  11. Ahmed, I., Sultana, I., Paul, S.K., Azeem, A., (2014) “Performance Evaluation of Control Chart for Multiple Assignable Causes Using Genetic Algorithm”, International Journal of Advanced Manufacturing Technology (Springer), Vol. 70, pp:1889–1902.

  12. Ahmed, I., Sultana, I., Paul, S.K., Azeem, A., (2013) “Employee Performance Evaluation: A Fuzzy Approach”, International Journal of Productivity and Performance Management (Emerald), Vol: 62, No. 7, pp: 718-734.

  13. Bhuiyan T., Ahmed, I., (2013) “Optimization of Cutting Parameters in Turning Process”, SAE International Journal of Materials and Manufacturing (SAE International), Vol: 7, No. 1, pp. 233-239.

  14. Sultana, I., Ahmed, I., Azeem, A., Sarker, N.R., (2013) “Economic Design of Exponentially Weighted Moving Average (EWMA) Chart with Variable Sampling Interval at Fixed Times (VSIFT) Scheme incorporating Taguchi Loss Function”, International Journal of Industrial & Systems Engineering (Inderscience) , Vol: 29, No.4, pp. 428 – 452.

Conference Papers:


  1. Ahmed, I., Galoppo, T. and Ding, Y., "O-LoMST: An Online Anomaly Detection Approach And Its Application In A Hydropower Generation Plant," 2019 IEEE 15th International Conference on Automation Science and Engineering (CASE), Vancouver, BC, Canada, 2019, pp. 762-767.

  2. Ahmed, I., Dagnino, A., Bongiovi, A. and Ding, Y., “Outlier detection for hydropower generation plant,” in Proceedings of the 14th IEEE International Conference on Automation Science and Engineering (CASE 2018), August 2018