Edwin Vans

Journal Articles

  1. A. Sharma, A. Lysenko, K. A. Boroevich, E. Vans, T. Tsunoda, “Deep-Feature: feature selection in nonimage data using convolutional neural network,” Briefings in Bioinformatics, vol. 22, no. 6, 2021. Link

  2. E. Vans, A. Sharma, A. Patil, “FEATS: feature selection-based clustering of single-cell RNA-seq data,” Briefings in Bioinformatics, vol. 22, no. 4, 2020. Link

  3. (Part of Dream SCTC Consortium) J. Tanevski, et. al, “Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data,” Life Science Alliance, 2020. Link

  4. A. Sharma, E. Vans, D. Shigemizu, K. A. Boroevich, and T. Tsunoda, “DeepInsight: A methodology to transform a non-image data to an image for convolution neural network architecture,” Scientific Reports, vol. 9, 2019. Link

  5. S. Kumar, R. Sharma, and E. Vans, “Localization for wireless sensor networks: a neural network approach,” International Journal of Computer Networks & Communications (IJCNC), vol. 8, no. 1, pp. 61-71, 2016. Link

Conference Proceedings

  1. E. Vans, A. Sharma, A. Patil, D. Shigemizu, and T. Tsunoda, “Clustering of smallsample single-cell RNA-seq data via feature clustering and selection,” in PRICAI 2019: Trends in Artificial Intelligence, pp. 445-456, Springer Interna-tional Publishing, 2019. Link

  2. E. Vans and G. Vachkov, “A random selection fuzzy rule base for robust target tracking behavior of a mobile robot,” in Proc. 2nd Asia-Pacific World Congress on Computer Science and Engineering (APWConCSE 2015), 2015, pp. 1-8. Link

  3. E. Vans, G. Vachkov and A. Sharma, “Vision based autonomous path tracking of a mobile robot using fuzzy logic,” in Proc. Asia-Pacific World Congress on Computer Science and Engineering (APWConCSE 2014), 2014, pp. 1-8. Link

  4. E. Vans and G. Vachkov, “Fuzzy controller tuning of a mobile robot for exploration and safe navigation in a constrained environment,” in Proc. IEEE International Conference on Computational Intelligence and Cybernetics (CYBERNETICSCOM 2013), 2013, pp. 67-71. Link