Dr. Aashima Bangia,

Ph.D. in Applied Mathematics Having research areas: Non-Linear Dynamical Systems that consist of complex Multi-faceted Hybrid Systems, Knowledge-based systems, Data Analysis using Wavelets and Fractals, Data mining and Text Mining, Machine learning. 5+ years of core research experience in building mathematical models based on machine learning techniques and conducting predictive analysis. Published around 23 research articles/book chapters/proceedings in various peer-reviewed (SCI/Scopus/Web of Science) international and national journals and conferences. Presented my research work in 12 esteemed conferences of international/national repute. Working on Data Visualization; Artificial Intelligence: Machine Learning (SVM, CART, Decision trees, Logistic/PLS Regression, Factor Analysis/PCA, Random Forest, KNN, SVD) & Deep Learning (ANN, CNN, RNN, LSTM); Soft Computing through Fuzzy Logic; Prediction of Multi-Faceted Models; Predictive Regression; Forecasting through Performance Analysis such as RMSE, MSE, MAE, R2, MAPE, MASE; Computational Linguistics through NLP, Semantic Analysis, Topic Modelling.