3 papers
q-fin.ST2024
A Hierarchical conv-LSTM and LLM Integrated Model for Holistic Stock Forecasting
Arya Chakraborty, Auhona Basu
The financial domain presents a complex environment for stock market prediction, characterized by volatile patterns and the influence of multifaceted data sources. Traditional mode…
cs.DS2024
Calculation of the Comparative Efficiency of Algorithms Using a Single Metric
Arya Chakraborty
While time complexity and space complexity of an algorithm helps to determine its efficiency when time or space needs to be optimized respectively, they fail to determine the more…
cs.IR2024
Perceptron Collaborative Filtering
Arya Chakraborty
While multivariate logistic regression classifiers are a great way of implementing collaborative filtering - a method of making automatic predictions about the interests of a user…