Syed Hasib Akhter Faruqui

Graduate Research Assistant
The University of Texas at San Antonio
Affiliation: Advance Data Engineering Lab

ORCID iD iconhttps://orcid.org/0000-0002-5073-8690

Peer-Reviewed Journal Publications

Manuscripts Under Preparation

  • Summarizing Graphical Models using Eigenanalysis of Graph Laplacian: Application in Analysis of Multiple Chronic Conditions, Syed Hasib Akhter Faruqui, Adel Alaeddini, Chi-Wen Chang, Sara Shirinkam, Carlos A. Jaramillo (Accepted/ In-press) Pre-print

  • A Continuous Time Bayesian Network Model for Identifying Patterns of Multiple Chronic Conditions, Adel Alaeddini, Syed Hasib Akhter Faruqui, Carlos A. Jaramillo, Jennifer S. Potter, Mary Jo Pugh (Submitted)

Conference Presentations

  • An Active Learning Framework for Learning and Summarizing Healthcare Networks, Syed Hasib Akhter Faruqui, Adel Alaeddini, Carlos A. Jaramillo, Mary Jo Pugh., IISE Annual Conference, Orlando, Fl (2019).

  • Dynamic Forecasting and Control of Diabetes Using Mobile-Based Health-Lifestyle Data, Syed Hasib Akhter Faruqui, Rajitha Meka, Adel Alaeddini, Jing Wang., IISE Annual Conference, Orlando, Fl (2019).

  • A Continuous Time Bayesian Network Model for Identifying Patterns of Multiple Chronic Conditions, Syed Hasib Akhter Faruqui, Adel Alaeddini, Carlos A. Jaramillo, Mary Jo Pugh, INFORMS Annual Meeting, Phoenix, Az (2018).

  • A Continuous Time Bayesian Network for Learning the Evolution of Multiple Chronic Conditions, Syed Hasib Akhter Faruqui, Adel Alaeddini, Carlos A. Jaramillo, Mary Jo Pugh,The Fourth Annual San Antonio Military Health System and Universities Research Forum (SURF), San Antonio, Tx (2018) .

  • Learning the Evolution of Multiple Chronic Conditions using Bayesian Networks, Syed Hasib Akhter Faruqui, Adel Alaeddini, Carlos A. Jaramillo, Mary Jo Pugh, IISE Annual Conference, Orlando, Fl (2018).

  • Eigen Analysis of Graph Laplacian for Summarizing Bayesian Networks, Syed Hasib Akhter Faruqui, Adel Alaeddini, Carlos A. Jaramillo, Mary Jo Pugh, Sara Shirinkam, IISE Conference, Orlando, Fl (2018).

  • Analyzing Patterns of Multiple Chronic Conditions and their Associated Behavior in Temporal Direction using Multi-level Temporal Bayesian Network, Syed Hasib Akhter Faruqui, Adel Alaeddini, Carlos A. Jaramillo, ,Mary Jo Pugh, INFORMS Annual Meeting, Houston, Tx (2017).

  • Temporal Abstraction of Multiple Chronic Conditions Using Hierarchical Multi-Level Temporal Bayesian Network, Syed Hasib Akhter Faruqui, Adel Alaeddini, Carlos A. Jaramillo, Mary Jo Pugh, IISE Conference, Pittsburgh, PA (2017).

Poster Presentations

  • A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions, Syed Hasib Akhter Faruqui, Adel Alaeddini, Carlos Jaramillo, & Mary Jo Pugh, INFORMS Annual Conference, Seattle, WA (2019).

  • Learning and Summarizing Graphical Models using Eigen Analysis of Graph Laplacian: An Application in Analysis of Multiple Chronic Conditions, Syed Hasib Akhter Faruqui, Adel Alaeddini, Chi-Wen Chang, Sara Shirinkam & Carlos Jaramillo., IISE Annual Conference, Orlando, Fl (2019).

Thesis