| Dropoutnet: Addressing cold start in recommender systems M Volkovs, G Yu, T Poutanen Advances in neural information processing systems 30, 2017 | 365 | 2017 |
| Evolutionary and structural analyses of SARS-CoV-2 D614G spike protein mutation now documented worldwide S Isabel, L Graña-Miraglia, JM Gutierrez, C Bundalovic-Torma, HE Groves, ... Scientific reports 10 (1), 14031, 2020 | 233 | 2020 |
| Using network traffic logs for search enhancement A Borkovsky, DM Cook, JM Langlois, T Poutanen, H Zha US Patent 7,398,271, 2008 | 153 | 2008 |
| Content-based neighbor models for cold start in recommender systems M Volkovs, GW Yu, T Poutanen Proceedings of the Recommender Systems Challenge 2017, 1-6, 2017 | 116 | 2017 |
| SIMD parallelization of applications that traverse irregular data structures B Ren, G Agrawal, JR Larus, T Mytkowicz, T Poutanen, W Schulte Proceedings of the 2013 IEEE/ACM International Symposium on Code Generation …, 2013 | 78 | 2013 |
| Predicting adverse outcomes due to diabetes complications with machine learning using administrative health data M Ravaut, H Sadeghi, KK Leung, M Volkovs, K Kornas, V Harish, ... NPJ digital medicine 4 (1), 24, 2021 | 73 | 2021 |
| NetCents: A Lightweight Protocol for Secure Micropayments. T Poutanen, HM Hinton, M Stumm USENIX Workshop on Electronic Commerce, 25-36, 1998 | 73 | 1998 |
| Development and validation of a machine learning model using administrative health data to predict onset of type 2 diabetes M Ravaut, V Harish, H Sadeghi, KK Leung, M Volkovs, K Kornas, ... JAMA network open 4 (5), e2111315-e2111315, 2021 | 57 | 2021 |
| Temporally ordered binary search method and system TJ Poutanen, J Forbes US Patent 5,978,795, 1999 | 35 | 1999 |
| End-to-end deep collaborative filtering M Volkovs, TJ Poutanen US Patent 10,824,941, 2020 | 30 | 2020 |
| Using network traffic logs for search enhancement A Borkovsky, DM Cook, JM Langlois, T Poutanen, H Zha US Patent 7,996,397, 2011 | 22 | 2011 |
| Learning document embeddings with convolutional neural network architectures M Volkovs, TJ Poutanen US Patent 10,360,303, 2019 | 20 | 2019 |
| Using network traffic logs for search enhancement A Borkovsky, DM Cook, JM Langlois, T Poutanen, H Zha US Patent 8,203,952, 2012 | 16 | 2012 |
| Concurrent traversal of multiple binary trees T Poutanen US Patent 8,078,642, 2011 | 15 | 2011 |
| Evolutionary and structural analyses of SARS-CoV-2 D614G spike protein mutation now documented worldwide. Sci Rep 10: 14031 S Isabel, L Graña-Miraglia, JM Gutierrez, C Bundalovic-Torma, HE Groves, ... | 12 | 2020 |
| Using network traffic logs for search engine index updates A Borkovsky, DM Cook, JM Langlois, T Poutanen, H Zha US Patent 8,509,266, 2013 | 11 | 2013 |
| Predicting hospitalisations related to ambulatory care sensitive conditions with machine learning for population health planning: derivation and validation cohort study SE Yi, V Harish, J Gutierrez, M Ravaut, K Kornas, T Watson, T Poutanen, ... BMJ open 12 (4), e051403, 2022 | 10 | 2022 |
| Risk stratification for COVID-19 hospitalization: a multivariable model based on gradient-boosting decision trees JM Gutierrez, M Volkovs, T Poutanen, T Watson, LC Rosella Canadian Medical Association Open Access Journal 9 (4), E1223-E1231, 2021 | 10 | 2021 |
| System and method for dynamically predicting fraud using machine learning XS Huang, S Aziz, JFP Vallejo, JC Bouëtté, J Bouchard, MJR Ravaut, ... US Patent App. 17/207,221, 2022 | 8 | 2022 |
| Method and system for making recommendations from binary data using neighbor-score matrix and latent factors M Volkovs, T Poutanen US Patent 10,932,003, 2021 | 8 | 2021 |
