Dmitriy Fradkin
Dmitriy Fradkin
Senior Scientist at Siemens Corporate Technology
Verified email at - Homepage
Cited by
Cited by
Atlas of the clinical genetics of human dilated cardiomyopathy
European Heart Journal, 2014
Experiments with random projections for machine learning
D Fradkin, D Madigan
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
Log-based predictive maintenance
R Sipos, D Fradkin, F Moerchen, Z Wang
Proceedings of the 20th ACM SIGKDD international conference on knowledge …, 2014
Mining recent temporal patterns for event detection in multivariate time series data
I Batal, D Fradkin, J Harrison, F Moerchen, M Hauskrecht
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
Author identification on the large scale
D Madigan, A Genkin, DD Lewis, S Argamon, D Fradkin, L Ye
Proceedings of the 2005 Meeting of the Classification Society of North …, 2005
Mining compressing sequential patterns
HT Lam, F Mörchen, D Fradkin, T Calders
Statistical Analysis and Data Mining: The ASA Data Science Journal 7 (1), 34-52, 2014
Method and system for multi-component heart and aorta modeling for decision support in cardiac disease
RI Ionasec, P Sharma, B Georgescu, A Torzhkov, F Moerchen, ...
US Patent 8,527,251, 2013
Robust mining of time intervals with semi-interval partial order patterns
F Mörchen, D Fradkin
Proceedings of the 2010 SIAM international conference on data mining, 315-326, 2010
Mining sequential patterns for classification
D Fradkin, F Mörchen
Knowledge and Information Systems 45 (3), 731-749, 2015
Bayesian multinomial logistic regression for author identification
D Madigan, A Genkin, DD Lewis, D Fradkin
AIP conference proceedings 803 (1), 509-516, 2005
Anticipating annotations and emerging trends in biomedical literature
F Mörchen, M Dejori, D Fradkin, J Etienne, B Wachmann, M Bundschus
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
An efficient pattern mining approach for event detection in multivariate temporal data
I Batal, GF Cooper, D Fradkin, J Harrison, F Moerchen, M Hauskrecht
Knowledge and information systems 46 (1), 115-150, 2016
Prevalence of wet litter and the associated risk factors in broiler flocks in the United Kingdom
PG Hermans, D Fradkin, IB Muchnik, KL Morgan
Veterinary Record 158 (18), 615-622, 2006
DIMACS at the TREC 2004 genomics track
A Dayanik, D Fradkin, A Genkin, P Kantor, DD Lewis, D Madigan, ...
Proceedings of the Thirteenth Text Retrieval Conference, 2004
Log-based predictive maintenance using multiple-instance learning
Z Wang, F Moerchen, D Fradkin
US Patent 10,579,928, 2020
Single pass text classification by direct feature weighting
HH Malik, D Fradkin, F Moerchen
Knowledge and information systems 28 (1), 79-98, 2011
Hierarchical document clustering using local patterns
HH Malik, JR Kender, D Fradkin, F Moerchen
Data Mining and Knowledge Discovery 21 (1), 153-185, 2010
Distinguishing mislabeled data from correctly labeled data in classifier design
S Venkataraman, D Metaxas, D Fradkin, C Kulikowski, I Muchnik
16th IEEE International Conference on Tools with Artificial Intelligence …, 2004
Clustering inside classes improves performance of linear classifiers
D Fradkin
2008 20th IEEE International Conference on Tools with Artificial …, 2008
Margin-closed frequent sequential pattern mining
D Fradkin, F Moerchen
Proceedings of the ACM SIGKDD Workshop on Useful Patterns, 45-54, 2010
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