John Mark Agosta

According to our database, John Mark Agosta authored at least 19 papers between 1988 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Runtime Variation in Big Data Analytics.

Yiwen Zhu, Rathijit Sen, Robert Horton, John Mark Agosta

Proc. ACM Manag. Data, 2023

Redeeming Data Science by Decision Modelling.

John Mark Agosta, Robert Horton

CoRR, 2023

Hierarchical Bayesian Regression for Multi-Location Sales Transaction Forecasting.

John Mark Agosta, Mario Inchiosa

CoRR, 2023

2016

Scalable Data Analytics Using R: Single Machines to Hadoop Spark Clusters.

John Mark Agosta, Debraj GuhaThakurta, Robert Horton, Mario Inchiosa, Srini Kumar, Mengyue Zhao

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2013

The structure of Bayes nets for vision recognition

John Mark Agosta

CoRR, 2013

A Lightweight Inference Method for Image Classification.

John Mark Agosta, Preeti J. Pillai

Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, 2013

Iterative Model Refinement of Recommender MDPs Based on Expert Feedback.

Omar Zia Khan, Pascal Poupart, John Mark Agosta

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Mixture models of endhost network traffic.

John Mark Agosta, Jaideep Chandrashekar, Mark Crovella, Nina Taft, Daniel Ting

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2011

Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints.

Omar Zia Khan, Pascal Poupart, John Mark Agosta

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010

Highlighting disputed claims on the web.

Rob Ennals, Beth Trushkowsky, John Mark Agosta

Proceedings of the 19th International Conference on World Wide Web, 2010

What is disputed on the web?

Rob Ennals, Dan Byler, John Mark Agosta, Barbara Rosario

Proceedings of the 4th ACM Workshop on Information Credibility on the Web, 2010

2009

Workshop summary: Seventh annual workshop on Bayes applications.

John Mark Agosta, Russell G. Almond, Dennis M. Buede, Marek J. Druzdzel, Judy Goldsmith, Silja Renooij

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Optimal Cost, Collaborative, and Distributed Response to Zero-Day Worms - A Control Theoretic Approach.

Senthilkumar G. Cheetancheri, John Mark Agosta, Karl N. Levitt, Shyhtsun Felix Wu, Jeff Rowe

Proceedings of the Recent Advances in Intrusion Detection, 11th International Symposium, 2008

2006

A distributed host-based worm detection system.

Senthilkumar G. Cheetancheri, John Mark Agosta, Denver Dash, Karl N. Levitt, Jeff Rowe, Eve M. Schooler

Proceedings of the 2006 SIGCOMM Workshop on Large-Scale Attack Defense, 2006

When Gossip is Good: Distributed Probabilistic Inference for Detection of Slow Network Intrusions.

Denver Dash, Branislav Kveton, John Mark Agosta, Eve M. Schooler, Jaideep Chandrashekar, Abraham Bachrach, Alex Newman

Proceedings of the Proceedings, 2006

1996

Constraining Influence Diagram Structure by Generative Planning: An Application to the Optimization of Oil Spill Response.

John Mark Agosta

Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

1991

"Conditional Inter-Causally Independent" Node Distributions, a Property of "Noisy-OR" Models.

John Mark Agosta

Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

1989

Model-Based Influence Diagrams for Machine Vision.

Tod S. Levitt, John Mark Agosta, Thomas O. Binford

Proceedings of the UAI '89: Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence, 1989

1988

The structure of bayes networks for visual recognition.

John Mark Agosta

Proceedings of the UAI '88: Proceedings of the Fourth Annual Conference on Uncertainty in Artificial Intelligence, 1988