Andrew O. Arnold
Andrew O. Arnold
Senior Science Manager, Amazon AWS AI Labs
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
A geometric framework for unsupervised anomaly detection
E Eskin, A Arnold, M Prerau, L Portnoy, S Stolfo
Applications of data mining in computer security, 77-101, 2002
12202002
Temporal causal modeling with graphical granger methods
A Arnold, Y Liu, N Abe
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
2472007
A comparative study of methods for transductive transfer learning
A Arnold, R Nallapati, WW Cohen
Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 2007
2272007
Query dependent ranking using k-nearest neighbor
X Geng, TY Liu, T Qin, A Arnold, H Li, HY Shum
Proceedings of the 31st annual international ACM SIGIR conference on …, 2008
1812008
Applications of data mining in computer security
D Barbará, S Jajodia
Springer Science & Business Media, 2002
1622002
Constructionist design methodology for interactive intelligences
KR Thórisson, H Benko, D Abramov, A Arnold, S Maskey, A Vaseekaran
AI Magazine 25 (4), 77-77, 2004
552004
Exploiting feature hierarchy for transfer learning in named entity recognition
A Arnold, R Nallapati, W Cohen
Proceedings of ACL-08: HLT, 245-253, 2008
542008
Chinese Academy of Sciences
DM Wei, T Lu
52*2008
Methods of unsupervised anomaly detection using a geometric framework
E Eskin, AO Arnold, M Prerau, L Portnoy, SJ Stolfo
US Patent 8,544,087, 2013
402013
Applications of Data Mining in Computer Security, chapter A geometric framework for unsupervised anomaly detection: detecting intrusions in unlabeled data
E Eskin, A Arnold, M Prerau, L Portnoy, S Stolfo
Kluwer, 2002
332002
Structured literature image finder: extracting information from text and images in biomedical literature
LP Coelho, A Ahmed, A Arnold, J Kangas, AS Sheikh, EP Xing, ...
Linking Literature, Information, and Knowledge for Biology, 23-32, 2010
312010
Information extraction as link prediction: Using curated citation networks to improve gene detection
A Arnold, WW Cohen
International Conference on Wireless Algorithms, Systems, and Applications …, 2009
252009
Methods of unsupervised anomaly detection using a geometric framework
E Eskin, A Arnold, M Prerau, L Portnoy, SJ Stolfo
US Patent 9,306,966, 2016
242016
Time and attention: Students, sessions, and tasks
A Arnold, R Scheines, JE Back, B Jerome
192005
Structured literature image finder: Parsing text and figures in biomedical literature
A Ahmed, A Arnold, LP Coelho, J Kangas, AS Sheikh, E Xing, W Cohen, ...
Web Semantics: Science, Services and Agents on the World Wide Web 8 (2-3 …, 2010
132010
Query-Dependent Ranking Using K-Nearest Neighbor
TY Liu, X Geng, H Li
US Patent App. 12/344,607, 2010
112010
Intra-document structural frequency features for semi-supervised domain adaptation
A Arnold, WW Cohen
Proceedings of the 17th ACM conference on Information and knowledge …, 2008
112008
A geometric framework for unsupervised anomaly detection: Intrusion detection in unlabeled data
E Eskin
Applications of Data Mining in Computer Security, 2002
92002
Feature discovery in the context of educational data mining: An inductive approach
A Arnold, JE Beck, R Scheines
Proceedings of the AAAI2006 Workshop on Educational Data Mining, 7-13, 2006
72006
Exploiting domain and task regularities for robust named entity recognition
AO Arnold
Carnegie Mellon University, School of Computer Science, Machine Learning …, 2009
52009
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