| Canu: scalable and accurate long-read assembly via adaptive k-mer weighting and repeat separation S Koren, BP Walenz, K Berlin, JR Miller, NH Bergman, AM Phillippy Genome research 27 (5), 722-736, 2017 | 6660 | 2017 |
| Assembling large genomes with single-molecule sequencing and locality-sensitive hashing K Berlin, S Koren, CS Chin, JP Drake, JM Landolin, AM Phillippy Nature biotechnology 33 (6), 623-630, 2015 | 1090 | 2015 |
| Deep neural network based malware detection using two dimensional binary program features J Saxe, K Berlin 10th International Conference on Malicious and Unwanted Software (MALWARE …, 2015 | 944 | 2015 |
| eXpose: A character-level convolutional neural network with embeddings for detecting malicious URLs, file paths and registry keys J Saxe, K Berlin arXiv preprint arXiv:1702.08568, 2017 | 306 | 2017 |
| Methods and apparatus for machine learning based malware detection JD Saxe, K Berlin US Patent 9,690,938, 2017 | 139 | 2017 |
| Malicious behavior detection using windows audit logs K Berlin, D Slater, J Saxe Proceedings of the 8th ACM Workshop on Artificial Intelligence and Security …, 2015 | 137 | 2015 |
| Recovering a representative conformational ensemble from underdetermined macromolecular structural data K Berlin, CA Castaneda, D Schneidman-Duhovny, A Sali, A Nava-Tudela, ... Journal of the American Chemical Society 135 (44), 16595-16609, 2013 | 130 | 2013 |
| Deriving quantitative dynamics information for proteins and RNAs using ROTDIF with a graphical user interface K Berlin, A Longhini, TK Dayie, D Fushman Journal of biomolecular NMR 57, 333-352, 2013 | 58 | 2013 |
| Improvement and analysis of computational methods for prediction of residual dipolar couplings K Berlin, DP O'Leary, D Fushman Journal of Magnetic Resonance 201 (1), 25-33, 2009 | 57 | 2009 |
| Methods and apparatus for detecting and identifying malware by mapping feature data into a semantic space K Berlin US Patent 10,972,495, 2021 | 55 | 2021 |
| Evaluating the impact of programming language features on the performance of parallel applications on cluster architectures K Berlin, J Huan, M Jacob, G Kochhar, J Prins, B Pugh, P Sadayappan, ... Languages and Compilers for Parallel Computing, 194-208, 2004 | 43 | 2004 |
| Methods and apparatus for machine learning based malware detection JD Saxe, K Berlin US Patent 9,910,986, 2018 | 39 | 2018 |
| A hierarchical algorithm for fast Debye summation with applications to small angle scattering NA Gumerov, K Berlin, D Fushman, R Duraiswami Journal of computational chemistry 33 (25), 1981-1996, 2012 | 31 | 2012 |
| {ALOHA}: Auxiliary Loss Optimization for Hypothesis Augmentation EM Rudd, FN Ducau, C Wild, K Berlin, R Harang 28th USENIX Security Symposium (USENIX Security 19), 303-320, 2019 | 29 | 2019 |
| Structural assembly of molecular complexes based on residual dipolar couplings K Berlin, DP O’Leary, D Fushman Journal of the American Chemical Society 132 (26), 8961-8972, 2010 | 28 | 2010 |
| Learning from context: A multi-view deep learning architecture for malware detection A Kyadige, EM Rudd, K Berlin 2020 IEEE Security and Privacy Workshops (SPW), 1-7, 2020 | 26* | 2020 |
| Automatic malware description via attribute tagging and similarity embedding FN Ducau, EM Rudd, TM Heppner, A Long, K Berlin arXiv preprint arXiv:1905.06262, 2019 | 22* | 2019 |
| Information content of long-range NMR data for the characterization of conformational heterogeneity W Andrałojć, K Berlin, D Fushman, C Luchinat, G Parigi, E Ravera, ... Journal of biomolecular NMR 62, 353-371, 2015 | 22 | 2015 |
| Fast approximations of the rotational diffusion tensor and their application to structural assembly of molecular complexes K Berlin, DP O'Leary, D Fushman Proteins: Structure, Function, and Bioinformatics, 2011 | 16 | 2011 |
| Corrigendum: Assembling large genomes with single-molecule sequencing and locality-sensitive hashing. K Berlin, S Koren, CS Chin, JP Drake, JM Landolin, AM Phillippy Nature biotechnology 33 (10), 2015 | 15 | 2015 |
Sergey KorenAssociate Investigator, NHGRI/NIHVerified email at nih.gov
