Alumni and Theses
PhD
- Jingyun Jia [LinkedIn].
Representation Learning for Open Set Recognition and
Novel Category Discovery. PhD, Florida Tech, 2022.
(Baidu)
- Ebad Ahmadzadeh, [LinkedIn]
Data Mining Algorithms for Decision Support Based on User Activities.
PhD, Florida Tech, 2018.
(Accent Technologies)
- Mehadi Hassen [LinkedIn],
Machine Learning for Classifying Malware in Closed-set and Open-set Scenarios.
PhD, Florida Tech, 2018.
(Google)
- Gaurav Tandon [LinkedIn],
Machine Learning for Host-based Anomaly Detection.
PhD, Florida Tech, 2008.
(Microsoft; g_tandon AT yahoo DOT com)
- Hyoung Kim [LinkedIn],
Learning Implicit User Interest Hierarchy for Web Personalization. PhD, Florida Tech, 2005.
(Research Associate, Korea Employment Information Services; goddoes8 AT gmail DOT com)
- Matt Mahoney [LinkedIn],
A Machine Learning Approach to Detecting Attacks by
Identifying Anomalies in Network Traffic, PhD, Florida Tech,
2003.
(Dell; matmahoney AT yahoo DOT com)
MS
- Daniel Griessler [LinkedIn], Forecasting >100 MeV SEP Events and Intensity based on CMEs and other Solar Activities using Machine Learning. MS, Florida Tech, 2023.
(Nextera Video)
- Peter Thomas, A Machine Learning Approach to Forecasting SEP Intensity and Times based on CME and other Solar Activities. MS, Florida Tech, 2022.
- Peter Tarsoly [LinkedIn], Forecasting SEP Events based on Merged CME Catalogs using Machine Learning. MS (Computer Engineering), Florida Tech, 2021.
(Qualcomm)
- Jesse Torres [LinkedIn], A Machine Learning Approach to Forecasting SEP Events with Solar Activities. MS, Florida Tech, 2020.
(ENSCO)
- Huizhong Hu [LinkedIn], Using a Personalized Machine Learning Approach to Detect Stolen Phones. MS, Florida Tech, 2015.
(Microsoft)
- Makoto Mori [LinkedIn], Identifying Student Behavior for Improving Online Course Performance with Machine Learning. MS, Florida Tech, 2015.
- Lingfeng Zhang [LinkedIn], Detecting Harmful Hand Behavior with Machine Learning from Wearable Motion Sensor Data. MS, Florida Tech, 2015.
(Tesla)
- Xunhu Sun [LinkedIn],
Estimating Effectiveness of Twitter Messages with a Personalized Machine Learning Approach.
MS, Florida Tech, 2015.
(Microsoft; tigersun86 AT gmail DOT com)
- Nick Miller [LinkedIn],
Semantically-Driven Search Techniques for Learning Boolean Program Trees.
MS, Florida Tech, 2013.
(Harris Corporation; nmiller2011 AT my DOT fit DOT edu)
- Ahmed Khademzadeh [LinkedIn],
Large-scale Non-linear Regression within the MapReduce Framework.
MS, Florida Tech, 2013.
(?; akhademzadeh2011 AT my DOT fit DOT edu)
- Kleber Garcia [LinkedIn],
Using a Randomized Regression Approach
to Estimate Hospital Admissions
to Reduce Emergency Department Holding.
MS, Florida Tech, 2011.
(Electronic Arts; kgarcia AT ea DOT com)
- Denis Petrusenko [LinkedIn],
Incrementally Learning Rules for Anomaly Detection,
MS, Florida Tech, 2009.
(Microsoft; afastz AT gmail DOT com)
- Jia Hu [LinkedIn],
Personalized Web Search by Using Learned User Profiles in Re-ranking.
MS, Florida Tech, 2008.
(Calsoft Systems; savageds AT gmail DOT com)
- Stan Salvador [LinkedIn],
Learning States for Detecting Anomalies in Time Series,
MS, Florida Tech, 2004.
(Amazon.com; stansalvador AT hotmail DOT com)
- Ki-sub Jung [LinkedIn],
Modeling Web User Interest with Implicit Indicators,
MS, Florida Tech, 2001.
(started his own company, was Samsung; kisub_jung AT yahoo DOT com)
- Melvin Douglas [LinkedIn],
MSPL:
A Protocol Language for Generating Client-Server Software, MS, Florida Tech, 2000.
(Microsoft; Melvin_Douglas AT yahoo DOT com)
- Deepinder Singh [LinkedIn],
Generating E-Coupons Based on User Profiles, MS, Florida Tech, 2000.
(was Oracle/Siebel Systems; dsingh AT siebel DOT com)
- Rishi Gupta [LinkedIn],
Intelligent Software Agents in Ecommerce:
Automated Grocery Shopping, MS, Florida Tech, 1999.
(?, was Oracle; rishiflorida AT gmail DOT com)
- Mohammad Samarah [LinkedIn],
AGI: A Communication Architecture for Mobile Agents, MS, Florida Tech, 1999.
(Harris Corp.; msamarah AT fit DOT edu)
- Matt Mahoney [LinkedIn],
Complexity of Adaptive Spatial Indexing for Robust Distributed Data, MS, Florida Tech, 1998.
(Dell; matmahoney AT yahoo DOT com)
BS (Undergraduate research assistants)
- Chris Tanner [LinkedIn], BS, 2006. (Faculty member at Harvard U.)
- Stan Salvador [LinkedIn], BS, 2002; MS, 2004.