Implementation of deep learning models in predicting ESG index volatility

HN Bhandari, NR Pokhrel, R Rimal, KR Dahal… - Financial Innovation, 2024 - Springer
The consideration of environmental, social, and governance (ESG) aspects has become an
integral part of investment decisions for individual and institutional investors. Most recently …

Real Estate Market Prediction Using Deep Learning Models

R Rimal, B Rimal, HN Bhandari, NR Pokhrel… - Annals of Data …, 2024 - Springer
Real estate significantly contributes to the broader stock market and garners substantial
attention from individual households to the overall country's economy. Predicting real estate …

Systems and methods for responding to predicted events in time-series data using synthetic profiles created by artificial intelligence models trained on non …

PBM RAMAKRISHNA, W Girish, D TUTEJA… - US Patent App. 18 …, 2024 - Google Patents
The systems and methods may use one or more artificial intelligence models that predict an
effect of a predicted event on a current state of the system. For example, the model may …

Systems and methods for cohort-based predictions in clustered time-series data in order to detect significant rate-of-change events

IIEW Spannhake, TF Gianelle, M Shah - US Patent 11,868,860, 2024 - Google Patents
Abstract Systems and methods may use one or more artificial intelligence models that
predict an effect of a predicted event on a current state of the system. The systems and …

Systems and methods for responding to predicted events in time-series data using synthetic profiles created by artificial intelligence models trained on non …

TF Gianelle, IIEW Spannhake, M Shah - US Patent 11,704,540, 2023 - Google Patents
The systems and methods may use one or more artificial intelligence models that predict an
effect of a predicted event on a current state of the system. For example, the model may …

Systems and methods for responding to predicted events in time-series data using synthetic profiles created by artificial intelligence models trained on non …

IIEW Spannhake, TF Gianelle, M Shah - US Patent 11,948,065, 2024 - Google Patents
A system that uses one or more artificial intelligence models that predict an effect of a
predicted event on a current state of the system. For example, the model may predict how a …

Systems and methods for aggregating time-series data streams based on potential state characteristics following aggregation

IIEW Spannhake, TF Gianelle, M Shah - US Patent App. 18/354,569, 2024 - Google Patents
Abstract Systems and methods are described herein for novel uses and/or improvements to
data aggregation related to artificial intelligence applications, specifically applications …