James H. Faghmous

16 papers A* 5A 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2017 J jnl
Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data.
IEEE Trans. Knowl. Data Eng.
Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael S. Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar
2016 A conf
A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise.
SDM
Xi C. Chen, Yuanshun Yao, Sichao Shi, Snigdhansu Chatterjee, Vipin Kumar, James H. Faghmous
2016 — conf
Equitable development through deep learning: The case of sub-national population density estimation.
ACM DEV
Patrick Doupe, Emilie Bruzelius, James H. Faghmous, Samuel G. Ruchman
2016 — ch.
Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities.
Computational Sustainability
Anuj Karpatne, Ankush Khandelwal, Xi Chen, Varun Mithal, James H. Faghmous, Vipin Kumar
2016 J jnl
Theory-guided Data Science: A New Paradigm for Scientific Discovery.
CoRR
Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael S. Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar
2015 A* conf
Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data.
IJCAI
Xi C. Chen, James H. Faghmous, Ankush Khandelwal, Vipin Kumar
2015 J jnl
Computing and Climate.
Comput. Sci. Eng.
James H. Faghmous, Vipin Kumar, Shashi Shekhar
2015 — conf
Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping.
ICDM Workshops
Xi C. Chen, Vipin Kumar, James H. Faghmous
2014 J jnl
A Big Data Guide to Understanding Climate Change: The Case for Theory-Guided Data Science.
Big Data
James H. Faghmous, Vipin Kumar
2014 A* conf
Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field.
AAAI
James H. Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar
2014 J jnl
Theory-Guided Data Science for Climate Change.
Computer
James H. Faghmous, Arindam Banerjee, Shashi Shekhar, Michael S. Steinbach, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova
2013 A* conf
A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics.
ICDM
James H. Faghmous, Matthew Le, Muhammed Uluyol, Vipin Kumar, Snigdhansu Chatterjee
2013 — ch.
Earth Science Applications of Sensor Data.
Managing and Mining Sensor Data
Anuj Karpatne, James H. Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal, Xi Chen, Ankush Khandelwal, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar, Stefan Liess
2013 A* conf
Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application.
AAAI
James H. Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar
2012 A* conf
A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring.
AAAI
James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar
2012 — conf
EddyScan: A physically consistent ocean eddy monitoring application.
CIDU
James H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita