no code implementations • 1 Jun 2023 • Mst Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea
We have conducted a comparative analysis between results derived from features containing a minimal text representation and semantic and syntactic information.
no code implementations • 1 Jun 2023 • Mst Shapna Akter, Hossain Shahriar, Sheikh Iqbal Ahamed, Kishor Datta Gupta, Muhammad Rahman, Atef Mohamed, Mohammad Rahman, Akond Rahman, Fan Wu
Quantum machine learning (QML) is an emerging field of research that leverages quantum computing to improve the classical machine learning approach to solve complex real world problems.
no code implementations • 7 Jul 2022 • Md Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
People's personal hygiene habits speak volumes about the condition of taking care of their bodies and health in daily lifestyle.
no code implementations • 28 Apr 2022 • Riddhiman Adib, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
Explanatory studies, such as randomized controlled trials, are targeted to extract the true causal effect of interventions on outcomes and are by design adjusted for covariates through randomization.
no code implementations • 28 Apr 2022 • Riddhiman Adib, Md Mobasshir Arshed Naved, Chih-Hao Fang, Md Osman Gani, Ananth Grama, Paul Griffin, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
Using CKH, we present a methodological framework for encoding causal priors from various information sources and combining them to derive an SCM.
no code implementations • 28 Apr 2022 • Riddhiman Adib, Md Osman Gani, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
To explore safety outcomes associated with APD, we aim to build a causal model for delirium in the ICU using large observational data sets connecting various covariates correlated with delirium.
no code implementations • 22 Jun 2020 • Riddhiman Adib, Paul Griffin, Sheikh Iqbal Ahamed, Mohammad Adibuzzaman
Randomized controlled trials (RCTs) are considered the gold standard for identifying causal relationships.