| Machine learning for power system disturbance and cyber-attack discrimination RCB Hink, JM Beaver, MA Buckner, T Morris, U Adhikari, S Pan 2014 7th International symposium on resilient control systems (ISRCS), 1-8, 2014 | 396 | 2014 |
| An evaluation of machine learning methods to detect malicious SCADA communications JM Beaver, RC Borges-Hink, MA Buckner 2013 12th international conference on machine learning and applications 2, 54-59, 2013 | 234 | 2013 |
| In-situ trainable intrusion detection system CT Symons, JM Beaver, R Gillen, TE Potok US Patent 9,497,204, 2016 | 48 | 2016 |
| The effects of development team skill on software product quality JM Beaver, GA Schiavone ACM SIGSOFT Software Engineering Notes 31 (3), 1-5, 2006 | 48 | 2006 |
| Nonparametric semi-supervised learning for network intrusion detection: combining performance improvements with realistic in-situ training CT Symons, JM Beaver Proceedings of the 5th ACM workshop on Security and artificial intelligence …, 2012 | 44 | 2012 |
| A learning system for discriminating variants of malicious network traffic JM Beaver, CT Symons, RE Gillen Proceedings of the Eighth Annual Cyber Security and Information Intelligence …, 2013 | 34 | 2013 |
| An information fusion framework for threat assessment JM Beaver, RA Kerekes, JN Treadwell 2009 12th International Conference on Information Fusion, 1903-1910, 2009 | 25 | 2009 |
| An assessment of the usability of machine learning based tools for the security operations center S Oesch, R Bridges, J Smith, J Beaver, J Goodall, K Huffer, C Miles, ... 2020 International Conferences on Internet of Things (iThings) and IEEE …, 2020 | 20 | 2020 |
| Matisse: A visual analytics system for exploring emotion trends in social media text streams CA Steed, M Drouhard, J Beaver, J Pyle, PL Bogen 2015 IEEE International Conference on Big Data (Big Data), 807-814, 2015 | 19 | 2015 |
| A stigmergy approach for open source software developer community simulation X Cui, J Beaver, J Treadwell, T Potok, L Pullum 2009 International Conference on Computational Science and Engineering 4 …, 2009 | 18 | 2009 |
| Predicting software suitability using a bayesian belief network JM Beaver, GA Schiavone, JS Berrios Fourth International Conference on Machine Learning and Applications (ICMLA …, 2005 | 17 | 2005 |
| Hierarchical clustering and visualization of aggregate cyber data RM Patton, JM Beaver, CA Steed, TE Potok, JN Treadwell 2011 7th International Wireless Communications and Mobile Computing …, 2011 | 15 | 2011 |
| How do information security workers use host data? a summary of interviews with security analysts RA Bridges, MD Iannacone, JR Goodall, JM Beaver arXiv preprint arXiv:1812.02867, 2018 | 14 | 2018 |
| Modeling success in FLOSS project groups JM Beaver, X Cui, JL St Charles, TE Potok Proceedings of the 5th international Conference on Predictor Models in …, 2009 | 14 | 2009 |
| Dimensionality reduction particle swarm algorithm for high dimensional clustering X Cui, JM Beaver, JS Charles, TE Potok 2008 IEEE Swarm Intelligence Symposium, 1-6, 2008 | 14 | 2008 |
| Host-based data exfiltration detection via system call sequences B Jewell, J Beaver ICIW2011-Proceedings of the 6th International Conference on Information …, 2011 | 12 | 2011 |
| Beyond the hype: A real-world evaluation of the impact and cost of machine learning-based malware detection RA Bridges, S Oesch, ME Verma, MD Iannacone, KMT Huffer, B Jewell, ... arXiv preprint arXiv:2012.09214, 2020 | 11 | 2020 |
| Text stream trend analysis using multiscale visual analytics with applications to social media systems CA Steed, J Beaver, II Bogen, DM PL, J Pyle ACM IUI workshop on visual text analytics, 2015 | 10 | 2015 |
| Visualization techniques for computer network defense JM Beaver, CA Steed, RM Patton, X Cui, M Schultz Sensors, and Command, Control, Communications, and Intelligence (C3I …, 2011 | 9 | 2011 |
| Classification of distributed data using topic modeling and maximum variation sampling RM Patton, JM Beaver, TE Potok 2011 44th Hawaii International Conference on System Sciences, 1-5, 2011 | 8 | 2011 |
Thomas E. PotokComputational Data Analytics Group Leader, Oak Ridge National LaboratoryE-mail confirmado em ornl.gov