Combining the advantages of AlexNet convolutional deep neural network optimized with anopheles search algorithm based feature extraction and random forest classifier for COVID-19 classification. - Sumaiya Begum Akbar; Kalaiselvi Thanupillai 001; Sundararaj Suganthi (Concurr. Comput. Pract. Exp., 2022)

Forecasting Bitcoin price using time opinion mining and bi-directional GRU. - Sumaiya Begum Akbar; Kalaiselvi Thanupillai 001; Valarmathi Govindarajan (J. Intell. Fuzzy Syst., 2022)