activity
20182021
most citedRobust Analysis of Stock Price Time Series Using CNN and LSTM-Based Deep Learning Models

70 citations · 70 across the 5 of their papers we have counts for

collaborators

7 papers

cs.DB2021

Discovering Technology Gaps using the IntSight Knowledge Navigator

Aurpon Gupta, Subhasis Dasgupta, Snehasis Sinha +1

Knowledge analysis is an important application of knowledge graphs. In this paper, we present a complex knowledge analysis problem that discovers the gaps in the technology areas o…

cs.SI2021

A Query-Driven System for Discovering Interesting Subgraphs in Social Media

Subhasis Dasgupta, Amarnath Gupta

Social media data are often modeled as heterogeneous graphs with multiple types of nodes and edges. We present a discovery algorithm that first chooses a "background" graph based o…

q-fin.ST202170 cited

Robust Analysis of Stock Price Time Series Using CNN and LSTM-Based Deep Learning Models

Sidra Mehtab, Jaydip Sen, Subhasis Dasgupta

Prediction of stock price and stock price movement patterns has always been a critical area of research. While the well-known efficient market hypothesis rules out any possibility…

cs.SI2020

Discovering Interesting Subgraphs in Social Media Networks

Subhasis Dasgupta, Amarnath Gupta

Social media data are often modeled as heterogeneous graphs with multiple types of nodes and edges. We present a discovery algorithm that first chooses a "background" graph based o…

cs.DB2019

Multi-Model Investigative Exploration of Social Media Data with boutique: A Case Study in Public Health

Junan Guo, Subhasis Dasgupta, Amarnath Gupta

We present our experience with a data science problem in Public Health, where researchers use social media (Twitter) to determine whether the public shows awareness of HIV preventi…

cs.DB2019

Ingesting High-Velocity Streaming Graphs from Social Media Sources

Subhasis Dasgupta, Aditya Bagchi, Amarnath Gupta

Many data science applications like social network analysis use graphs as their primary form of data. However, acquiring graph-structured data from social media presents some inter…