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Dr. Sonia Abraham
Assistant Professor
Qualifications:
  • MCA, Computer Applications, Calicut University, 2003
  • Ph.D. in Computer Science, Cochin University of Science & Technology, 2025

  • Data Mining
  • Computer Programming

  • Sonia Abraham and Rekha K James (2024). “Analysing transitional activities for a fall using continuous accelerometer sensor data stream”, AIP Conference Proceedings, Vol. 3134, No. 1.
  • Sonia Abraham and Rekha K James (2023). “Significance of handcrafted features in human activity recognition with attention-based RNN models”, International journal of Electrical and Computer Engineering Systems, 14(10), 1151-1163.
  • Sonia Abraham and Rekha K James (2022). “Smartphone Based Human Activity Recognition Using RNN Variants”, IEEE 19th India Council International Conference (INDICON), 1-5.
  • Sonia Abraham and Rekha K James (2022). “Time Domain Data Augmentation Transform with Window Warping in Activity Recognition”, International Conference on Sustainable Technology and Innovation for Industry 4.0, 337-342.
  • Sonia Abraham and Rekha K James (2020). “Human context recognition with reduced feature space vectors for resource constraint gadgets”, Journal of Mathematical and Computational Science, 11(1), 227-242.