The granting of a Patent confers certain exclusive rights on the Patentee. However, it does not mean that such rights could never be revoked if it can be proved that the examination was not properly done due to which relevant prior art was ignored. Such a presumption of validity of a Patent is...

The paper examines the pattern of stock returns of mid cap Indian companies over a period of time and proposes frameworks for predictive modelling. Ten features are identified as predictors of stock returns. Subsequently two Machine Learning models, Random Forest and Dynamic Neural Fuzzy...

This paper, first, examines the performance of a sample set of public sector banks (nationalized banks and State Bank of India) and a sample set of private sector banks in terms of certain regulatory variables. It uses aggregation techniques like TOPSIS, VIKOR and ELECTRE - III to rank their...

This paper applies multi-criteria decision making algorithms to arrive at the financial health of commercial banks in India, both in the public sector and the private sector. The various performance parameters considered arise out of the Basel guidelines, and we feel that our study will...

The paper applies machine learning tools in pairs trading. Three different algorithms, namely, Support Vector Machine (SVM), Random Forest (RF) and Adaptive Neuro Fuzzy Inference System (ANFIS), have been used for predictive modeling of the value of the ratio of share prices of pairs of...