Publications

Only selected publications are listed here. For full publication details, please follow my Google Scholar.

Journal Articles

  • González-Vidal, A., Rathore, P., Rao, A. S., Mendoza-Bernal J., Palaniswami, M., Skarmeta Gómez, A. F. (2019). Missing Data Imputation with Bayesian Maximum Entropy for Internet of Things, under review in IEEE Internet of Things Journal
  • Rathore, P., Kumar, D., Bezdek, J. C., Rajasegarar, S., Palaniswami, M. (2019). Visual Structure Assessment and Anomaly Detection for High-Velocity Data Streams, under review in IEEE Transactions on Cybernetics .
  • Rathore, P., Kumar, D., Rajasegarar S., Palaniswami, M, Bezdek, J. C. (2019). A Scalable Framework for Trajectory Prediction. IEEE Transactions on Intelligent Transportation Systems. 20(10), 3860-3874, [PDF] [IF: 5.7]
  • Rathore, P., Ghafoori, Z., Bezdek, J. C., Palaniswami, M., Leckie, C. (2018). Approximating Dunn's cluster validity indices for partitions of big data. IEEE Transactions on Cybernetics, (99), 1-13. [IF: 10.3] [PDF] [Code]
  • Rathore, P., Kumar, D., Bezdek, J. C., Rajasegarar, S., Palaniswami, M. (2018). A Rapid hybrid clustering algorithm for large volumes of high dimensional data. IEEE Transactions on Knowledge and Data Engineering, 31(4), 641-654. [PDF] [IF: 3.9]
  • Rathore, P., Bezdek, J. C., Erfani, S. M., Rajasegarar, S., Palaniswami, M. (2017). Ensemble fuzzy clustering using cumulative aggregation on random projections. IEEE Transactions on Fuzzy Systems, 26(3), 1510-1524. [PDF][IF: 8.8]
  • Rathore, P., Kumar, D., Rajasegarar, S., Palaniswami, M. (2017). Maximum entropy-based auto drift correction using high-and low-precision sensors. ACM Transactions on Sensor Networks (TOSN), 13(3), 24. [PDF] [Code] [IF: 2.8]
  • Rathore, P., Rao, A. S., Rajasegarar, S., Vanz, E., Gubbi, J., Palaniswami, M. (2017). Real-time urban microclimate analysis using internet of things. IEEE Internet of Things Journal, 5(2), 500-511. [PDF][IF: 9.5]


Conference Proceedings

  • Rathore, P., Ghafoori, Z., Bezdek, J. C., Palaniswami, M., Leckie, C. (2018, October). Estimating Generalized Dunn's Cluster Validity Indices for Big Data, in IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 656-661). [PDF][Best Paper Award Runner-up]
  • Rathore, P., Bezdek, J. C., Kumar, D., Rajasegarar, S., Palaniswami, M. (2018, August). Approximate cluster heat maps of large high-dimensional data, in 24th IEEE International Conference on Pattern Recognition (ICPR) (pp. 195-200). [PDF][Code]
  • Rathore, P., Kumar, D., Rajasegarar, S., Palaniswami, M. (2018, February). Bayesian maximum entropy and interacting multiple model based automatic sensor drift detection and correction in an IoT environment, in IEEE 4th World Forum on Internet of Things (WF-IoT) (pp. 598-603). [PDF] [Second Best Student Paper Award]


Book Chapters

  • Rathore P., Bezdek J. C., Palaniswami M. (2019), Fast Cluster Tendency Assessment for Big, High-dimensional Data". A fuzzy dictionary of fuzzy modeling. Common concepts and perspectives, Springer, Berlin .


Magazines

  • Palaniswami, M., Rao, A. S., Kumar, D., Rathore, P., Rajasegarar, S. (2019). Role of Visual Assessment of Clusters for Big Data Analysis from Real-world Internet of Things, under review in IEEE System, Man, and Cybernetics Magazine


Patents

  • Rathore P., Tiwari A., Patra P., Sistla S. Machine Vision Based Strip Velocity Measurement System" Indian Patent, Feb 2014, Application Number: 408/KOL/2014
  • Rathore P., Tiwari A., Patra P., Sistla S. Non-Contact, Real-time Billet Rhomboidity Measurement System" Indian Patent, Feb 2014, Application Number: 409/KOL/2014


Industrial Publications

  • Patra, P., Rathore, P., Tiwari, A. (2019). In-Situ Online Measurement of Rhombic Distortion in Billets, International Journal of Innovative Research in Technology, 6(4), 45-52 (in press) [PDF]
  • Patra, P., Rathore, P., Tiwari, A. (2019). Machine Vision Based Hot Strip Speed Measurement System, International Journal of Instrumentation Technology. (in press) [PDF]
  • Patra, P., Kundu, C., Ghosh, A., Tudu, B., Bandyopadhyay, R., Rathore P. (2018), A Novel Frequency Shifted Active Radar for Local Position Measurement of Rail Borne Vehicles for Industrial Condition, International Journal of Instrumentation Technology. (in press) [PDF]
  • Patra, P., Kundu, C., Tudu, B., Bandyopadhyay, R., Rathore, P. (2018). A novel method for mitigation of false echo in radar-based positioning system in high scattering zone application areas. International Journal of Instrumentation Technology, 2(1), 62-77. [PDF]
  • Kundu, C., Rathore, P. (2013, February), Illumination and Speed Invariant Steel Surface Imaging for High Speed Rolling Mills, in 3rd Operating Conference on IT and Automation in Steel Plants at Jamshedpur, India. [PDF]
  • Rathore, P., Tiwari, A., Patra, P., Sistla, S. (2013, October), Yield Improvement by Optimising Transfer-bar Crops through Innovative Speed Measurement" in Tata Search (Technical Report). [PDF]


Thesis

  • Rathore P. Big Data Cluster Analysis and its Applications , Ph.D. Dissertation, University of Melbourne, January 2019 [PDF]