Conference Proceedings / Book Chapters

1. Arif, A., Javaid, N., Anwar, M., Naeem, A., Gul, H. and Fareed, S., 2020, April. 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 (pp. 471-483). Springer.

2. Naeem, A., Gul, H., Arif, A., Fareed, S., Anwar, M. and Javaid, N., 2020, April. 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 (pp. 1167-1180). Springer.

3. Gul, H., Arif, A., Fareed, S., Anwar, M., Naeem, A. and Javaid, N., 2020, February. Classification and Regression Based Methods for Short Term Load and Price Forecasting: A Survey. In International Conference on Emerging Internetworking, Data and Web Technologies (pp. 416-426). Springer.

4. Anwar, M., Naeem, A., Gul, H., Arif, A., Fareed, S. and Javaid, N., 2020, February. Electricity Price and Load Forecasting Using Data Analytics in Smart Grid: A Survey. In International Conference on Emerging Internetworking, Data and Web Technologies (pp. 427-439). Springer.

5. Mujeeb, S., Javaid, N., Gul, H., Daood, N., Shabbir, S. and Arif, A., 2019, November. Wind Power Forecasting Based on Efficient Deep Convolution Neural Networks. In International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (pp. 47-56). Springer.

6. Khan, Z.A., Fareed, S., Anwar, M., Naeem, A., Gul, H., Arif, A. and Javaid, N., 2020, April. Short Term Electricity Price Forecasting Through Convolutional Neural Network (CNN). In Workshops of the International Conference on Advanced Information Networking and Applications (pp. 1181-1188). Springer.

Journal Publications

1. Arif A., Javaid N., “Enhanced Artificial Neural Network Blocks with Skip-layer Connections Model based Electricity Theft Detection,” Information Science, (Submitted)

2. Arif A., Javaid N., “A new Oversampling Technique with Enhanced Classifiers for Electricity Theft Detection”, Manuscript submitted for publication.

3. Arif A., Javaid N., “A Hybrid Resampling Approach and Tree based Classification Methods using Bayesian Optimizer for ETD in Smart Grid”, Manuscript submitted for publication.

4. Arif A., Javaid N., “Multi-model Ensemble Method for Electricity Theft Detection in Smart Grid”, Manuscript submitted for publication.