demo_image

Ms. Afrah Naeem (MS CUI, Pakistan)

Lecturer
QUALIFICATION
MS Software Engineering COMSATS University Islamabad, Islamabad, Pakistan 2020
BS Computer Science University of Sargodha, Pakistan 2018
TEACHING EXPERIENCE
Visiting Faculty COMSATS University Islamabad, Islamabad, Pakistan 2021
Visiting Faculty Center of Master Education University, Kharian, Pakistan 2020 – 2021
Research Associate ComSens Lab, COMSATS University Islamabad, Pakistan 2019 – 2020
RESEARCH AREAS / INTERESTS
  1. Deep learning;
  2. Big Data analytics;
  3. Feature engineering;
  4. Electricity price and load forecasting;
  5. Anomaly and electricity theft detection;
  6. Sampling techniques for classification problems;
  7. Web based software requirement assessment;
  8. Electricity pattern recognition and characterization.
JOURNAL PUBLICATIONS
1. A. Naeem, N. Javaid, Z. Khan, T. A. Alghamdi, “A Deep Fractal Network with Light Gradient Boosting Approach for Theft Detection in Smart Grids”, in IEEE Transactions in Power Delivery.(Submitted)
2. A. Naeem, N. Javaid, T. A. Alghamdi, “A Novel Combined DenseNet and Gated Recurrent Unit Approach to Detect Energy Thefts in Smart Grids”, Manuscript submitted for publication
3. Naeem, N. Javaid, T. A. Alghamdi, “A Practical Electricity Theft Detection-Smart System (ETD-SS) for Smart Homes”, Manuscript submitted for publication.
CONFERENCE PUBLICATIONS
1. A. Naeem, Z. Aslam, M. Shah, “Analyzing quality of software requirements; a comparison study on nlp tools,” in 2019 25th International Conference on Automation and Computing (ICAC), 2019, pp. 1-6.
2. A. Naeem, H. Gul, A. Arif, S. Fareed, M. Anwar and N. Javaid, “Short-Term Load Forecasting Using EEMD-DAE with Enhanced CNN in Smart Grid. In Workshops of the International Conference on Advanced Information Networking and Applications,” Springer, Cham, 2020, pp.1167-1180.
3. M. Anwar, A. Naeem, H. Gul, A. Arif, S. Fareed and N. Javaid, “Electricity Price and Load Forecasting Using Data Analytics in Smart Grid: A Survey. In International Conference on Emerging Internetworking, Data & Web Technologies,” Springer, Cham, pp. 427-439, 2020.
4. A. Arif, N. Javaid, M. Anwar, A. Naeem, H. Gul and S. Fareed, “Electricity Load and Price Forecasting Using Machine Learning Algorithms in Smart Grid: A Survey.,” In Workshops of the International Conference on Advanced Information Networking and Applications, Springer, Cham, pp. 471-483, 2020.
5. H. Gul, A. Arif, S. Fareed, M. Anwar, A. Naeem and N. Javaid, “Classification and Regression Based Methods for Short Term Load and Price Forecasting: A Survey,” In International Conference on Emerging Internetworking, Data & Web Technologies, Springer, Cham, pp. 416-426, 2020.
6. Z.A. Khan, S. Fareed, M. Anwar, A. Naeem, H. Gul, A. Arif and N. Javaid, “Short Term Electricity Price Forecasting Through Convolutional Neural Network (CNN),” In Workshops of the International Conference on Advanced Information Networking and Applications, Springer, Cham, 2020.

Other Members