Andrew O. Arnold

Cited by

	All	Since 2016
Citations	2613	951
h-index	14	11
i10-index	17	11

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Co-authors

William W. CohenGoogle AIVerified email at google.com
Eleazar EskinUniversity of California, Los AngelesVerified email at cs.ucla.edu
Ramesh Maruthi NallapatiPrincipal Applied Scientist, Amazon AWS AIVerified email at amazon.com
Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com
Eric XingProfessor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon UniversityVerified email at cs.cmu.edu
Luis Pedro CoelhoISTBI, Fudan UniversityVerified email at fudan.edu.cn
Robert F. MurphyLane Professor of Computational Biology, Carnegie Mellon UniversityVerified email at cmu.edu
Hang LiAI Lab, Bytedance TechnologyVerified email at bytedance.com
Tie-Yan LiuAssistant Managing Director, Microsoft Research Asia; IEEE Fellow, ACM Distinguished MemberVerified email at microsoft.com
Xiubo GengMicrosoftVerified email at microsoft.com
Salvatore StolfoProfessor of Computer Science, Columbia UniversityVerified email at columbia.edu
Yan LiuProfessor, Computer ScienceVerified email at usc.edu
Tao QinSenior Principal Research Manager, Microsoft Research AsiaVerified email at microsoft.com
Hrvoje BenkoDirector, Facebook Reality LabsVerified email at fb.com
Kristinn R. ThórissonProfessor, DCS Reykjavik University & Director, Icel. Inst. for Intelligent MachinesVerified email at iiim.is
Joseph BeckWorcester Polytechnic InstituteVerified email at wpi.edu
Richard ScheinesDean, Dietrich College of Humanities and Social Sciences, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Kaustav DasOSD Microsoft Verified email at microsoft.com
Jeff SchneiderCarnegie Mellon UniversityVerified email at cs.cmu.edu
Yuxin DengProfessor, East China Normal UniversityVerified email at sei.ecnu.edu.cn

Andrew O. Arnold

Senior Science Manager, Amazon AWS AI Labs

Verified email at amazon.com - Homepage

machine learning quantitative trading transfer learning robust learning natural language processing


Title Sort by citations Sort by year Sort by 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	1323	2002
Temporal causal modeling with graphical granger methods A Arnold, Y Liu, N Abe Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	282	2007
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	267	2007
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	188	2008
Applications of data mining in computer security D Barbará, S Jajodia Springer Science & Business Media, 2002	165	2002
Exploiting feature hierarchy for transfer learning in named entity recognition A Arnold, R Nallapati, W Cohen Proceedings of ACL-08: HLT, 245-253, 2008	55	2008
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	54	2004
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	52	2013
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	36	2010
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	36	2002
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	29	2016
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	25	2009
Time and attention: Students, sessions, and tasks A Arnold, R Scheines, JE Back, B Jerome	21	2005
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	15	2010
Query-Dependent Ranking Using K-Nearest Neighbor TY Liu, X Geng, H Li US Patent App. 12/344,607, 2010	13	2010
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	12	2008
A geometric framework for unsupervised anomaly detection: Intrusion detection in unlabeled data E Eskin Applications of Data Mining in Computer Security, 2002	10	2002
Feature discovery in the context of educational data mining: An inductive approach A Arnold, JE Beck, R Scheines Proceedings of the AAAI 2006 Workshop on Educational Data Mining, 7-13, 2006	6	2006
Exploiting domain and task regularities for robust named entity recognition AO Arnold Carnegie Mellon University, School of Computer Science, Machine Learning …, 2009	5	2009
Structured literature image finder: extracting information A Ahmed, L Coelho, A Arnold Web Semantics: Science, Services and Agents on the World Wide Web 8 (2), 151-154, 2010	3	2010

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