Big Data Management and Mining Laboratory

BDLab Team

Fall 2021

Fall 2018

Spring 2018

Fall 2017

Spring 2017

Fall 2016

Spring 2016

Fall 2015



Faculty

Farnoush

Farnoush Banaei-Kashani


Faculty


(303) 315-0116



Graduate Students

Shahab Helmi

Shahab Helmi


Ph.D. Student




Research Interest:

STSeq



Projects:

COPD


Zohreh

Zohreh Raghebi


Ph.D. Student




Research Interest:

GraphM2



Projects:

MBD



Robert Fitzgerald

Robert Fitzgerald


Ph.D. Student




Research Interest:

Route Planning, Reinforcement Learning, Distributed Algorithms, Fleet Optimization



Projects:

System-Optimal Route Planning



Amin Pahlavani

Amin Pahlavani


Ph.D. Student




Research Interest:

Spatio Temporal Pattern Mining, Data Mining, AI



Projects:

Spatio Temporal Frequent Pattern Mining


Saeedeh Davoudi

Saeedeh Davoudi


Ph.D. Student




Research Interest:

Machine Learning, Deep Learning, Natural Language Processing, Bioinformatics



Projects:

Developing improved representation for biological sequence data


Mohamed Abdel-Hafiz

Mohamed Abdel-Hafiz


Ph.D. Student




Research Interest:

Data Mining, Machine Learning, Artificial Intelligence



Projects:

NetCO


Erfan Zavareh

Erfan Zavareh


Ph.D. Student




Research Interest:

Data Mining, Adversarial Machine Learning, Deep Learning, Data Science



Projects:

Using Adversarial Poisoning Attacks to Robust Deep Learning Models


Samira Alkaee Taleghan

Samira Alkaee Taleghan


Ph.D. Student




Research Interest:

Machine learning, Deep learning, Weakly Supervised Learning



Projects:

NSF EarthCube


Sundous Hussein

Sundous Hussein


Ph.D. Student




Research Interest:

Graph Representation Learning, Graph Neural Networks



Projects:

NetCO


Sohil Vaidya

Sohil Vaidya


Master Student




Research Interest:

Machine Learning, Deep Learning, Causal Inference, Time Series Analysis



Projects:

Impacts on air quality


Khang Nguyen

Khang Nguyen


Master Student




Research Interest:

Data mining, Time Series clustering, ML Engineering, Cybersecurity



Projects:

Descriptive and Predictive Deep Learning Analytical Tools for Enhanced Bridge Management


Yuto Suzuki

Yuto Suzuki


Master Student




Research Interest:

Machine Learning in Healthcare



Projects:

Federated Learning for the mobile health app, EHR data clustering using variational autoencoder EHR



Alumni

Mrutyunjay

Mjay. Wanjerkhede


Master's Alumni


Graduated in Sep 2016





Position:

Intel Research




Research Interest:

MHW: SSD

Siddhant

SIDDHANT KULKARNI


Master's Alumni


Graduated in April 2017





Position:

Developer III at TransUnion



Projects:

Gait Identification



Research Interest:

STSeq

Nafiseh Mahmoudi

Nafiseh Mahmoudi


Master's Alumni


Graduated in Dec 2017





Position:

Decision Science Manager II at Sam's Club



Research Interest:

MHW: SSD

Latisha Konz


Master's Alumni


Graduated in May 2019





Position:

Software Engineer at Lockheed Martin



Projects:

Gait Identification



Research Interest:

STSeq

Andrew Hill

Andrew Hill


Master's Alumni


Graduated in December 2020





Position:

Data Analyst at National Jewish Health



Projects:

COPD



Research Interest:

Deep Learning



Evan Stene

Evan Stene


Master's Alumni


Graduated in July 2020




Position:

Associate Software Developer at Terumo Blood and Cell Technologies



Projects:

COPD



Research Interest:

HTS



Tobby Lie

Tobby Lie


Master's Alumni


Graduated in May 2022




Research Interest:

Machine Learning, Deep Learning, Time Series Analysis, ML engineering, Deployment, System Design/Implementation



Projects:

Descriptive and Predictive Deep Learning Analytical Tools for Enhanced Bridge Management


Ryan Cheng

Ryan Cheng


Undergraduate Alumni


Graduated in May 2022




Research Interest:

Machine Learning, Deep Learning, Time Series Analysis, Anomaly Detection, Reinforcement Learning



Projects:

Descriptive and Predictive Deep Learning Analytical Tools for Enhanced Bridge Management (Anomaly Detection), Learn2Pool: Learning Efficient Ride Sharing


Stephanie Gedney

Stephanie Gedney


Undergraduate Alumni


Graduated in May 2019





Position: TBA





Projects:

MBD



Andrew

Andrew Gale


Undergraduate Alumni


Graduated in May 2016





Position:

Software Engineer at Alticast



Projects:

Gait Identification


Ali M. Hourieh

Ali M. Hourieh


Undergraduate Alumni


Graduated in April 2019





Position: TBA





Projects:

MBD