Wind Power Forecasting Based on Efficient Deep Convolution Neural Networks. - Sana Mujeeb; Nadeem Javaid; Hira Gul; Nazia Daood; Shaista Shabbir; Arooj Arif (3PGCIC, 2019)

Electricity Load and Price Forecasting Using Machine Learning Algorithms in Smart Grid: A Survey. - Arooj Arif; Nadeem Javaid; Mubbashra Anwar; Afrah Naeem; Hira Gul; Sahiba Fareed (AINA Workshops, 2020)

Short Term Electricity Price Forecasting Through Convolutional Neural Network (CNN). - Zahoor Ali Khan; Sahiba Fareed; Mubbashra Anwar; Afrah Naeem; Hira Gul; Arooj Arif; Nadeem Javaid (AINA Workshops, 2020)

Short-Term Load Forecasting Using EEMD-DAE with Enhanced CNN in Smart Grid. - Afrah Naeem; Hira Gul; Arooj Arif; Sahiba Fareed; Mubbashra Anwar; Nadeem Javaid (AINA Workshops, 2020)

Electricity Price and Load Forecasting Using Data Analytics in Smart Grid: A Survey. - Mubbashra Anwar; Afrah Naeem; Hira Gul; Arooj Arif; Sahiba Fareed; Nadeem Javaid (EIDWT, 2020)

Classification and Regression Based Methods for Short Term Load and Price Forecasting: A Survey. - Hira Gul; Arooj Arif; Sahiba Fareed; Mubbashra Anwar; Afrah Naeem; Nadeem Javaid (EIDWT, 2020)

Big data analytics for identifying electricity theft using machine learning approaches in microgrids for smart communities. - Arooj Arif; Nadeem Javaid; Abdulaziz Aldegheishem; Nabil Ali Alrajeh (Concurr. Comput. Pract. Exp., 2021)

Towards Efficient Energy Utilization Using Big Data Analytics in Smart Cities for Electricity Theft Detection. - Arooj Arif; Turki Ali Alghamdi; Zahoor Ali Khan; Nadeem Javaid (Big Data Res., 2022)

TESTIFAI: Probabilistic Context-Aware Testing for Safe Deep Learning Models. - Arooj Arif (ICSE Companion, 2025)