John Mark Agosta

Publication Activity (10 Years)

Years Active: 1988-2023
Publications (10 Years): 3

Top Topics

Big Data Analytics

Decision Making Under Uncertainty

Influence Diagrams

Top Venues

Proc. ACM Manag. Data

Publications

John Mark Agosta, Robert Horton
Redeeming Data Science by Decision Modelling. CoRR (2023)
Yiwen Zhu, Rathijit Sen, Robert Horton, John Mark Agosta
Runtime Variation in Big Data Analytics. Proc. ACM Manag. Data 1 (1) (2023)
John Mark Agosta, Mario Inchiosa
Hierarchical Bayesian Regression for Multi-Location Sales Transaction Forecasting. CoRR (2023)
John Mark Agosta
Constraining Influence Diagram Structure by Generative Planning: An Application to the Optimization of Oil Spill Response CoRR (2013)
John Mark Agosta
The structure of Bayes nets for vision recognition CoRR (2013)
John Mark Agosta, Jaideep Chandrashekar, Mark Crovella, Nina Taft, Daniel Ting
Mixture models of endhost network traffic. INFOCOM (2013)
John Mark Agosta
"Conditional Inter-Causally Independent" Node Distributions, a Property of "Noisy-Or" Models CoRR (2013)
John Mark Agosta, Preeti J. Pillai
A Lightweight Inference Method for Image Classification. UAI Application Workshops (2013)
Tod S. Levitt, John Mark Agosta, Thomas O. Binford
Model-based Influence Diagrams for Machine Vision CoRR (2013)
Omar Zia Khan, Pascal Poupart, John Mark Agosta
Iterative Model Refinement of Recommender MDPs Based on Expert Feedback. ECML/PKDD (1) (2013)
John Mark Agosta, Jaideep Chandrashekar, Mark Crovella, Nina Taft, Daniel Ting
Mixture Models of Endhost Network Traffic CoRR (2012)
Omar Zia Khan, Pascal Poupart, John Mark Agosta
Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints. NIPS (2011)
Rob Ennals, Beth Trushkowsky, John Mark Agosta
Highlighting disputed claims on the web. WWW (2010)
Rob Ennals, Dan Byler, John Mark Agosta, Barbara Rosario
What is disputed on the web? WICOW (2010)
John Mark Agosta, Russell G. Almond, Dennis M. Buede, Marek J. Druzdzel, Judy Goldsmith, Silja Renooij
Workshop summary: Seventh annual workshop on Bayes applications. ICML (2009)
Senthilkumar G. Cheetancheri, John Mark Agosta, Karl N. Levitt, Shyhtsun Felix Wu, Jeff Rowe
Optimal Cost, Collaborative, and Distributed Response to Zero-Day Worms - A Control Theoretic Approach. RAID (2008)
Senthilkumar G. Cheetancheri, John Mark Agosta, Denver Dash, Karl N. Levitt, Jeff Rowe, Eve M. Schooler
A distributed host-based worm detection system. LSAD@SIGCOMM (2006)
Denver Dash, Branislav Kveton, John Mark Agosta, Eve M. Schooler, Jaideep Chandrashekar, Abraham Bachrach, Alex Newman
When Gossip is Good: Distributed Probabilistic Inference for Detection of Slow Network Intrusions. AAAI (2006)
John Mark Agosta
Constraining Influence Diagram Structure by Generative Planning: An Application to the Optimization of Oil Spill Response. UAI (1996)
John Mark Agosta
"Conditional Inter-Causally Independent" Node Distributions, a Property of "Noisy-OR" Models. UAI (1991)
Tod S. Levitt, John Mark Agosta, Thomas O. Binford
Model-Based Influence Diagrams for Machine Vision. UAI (1989)
John Mark Agosta
The structure of bayes networks for visual recognition. UAI (1988)