| All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning A Airola, S Pyysalo, J Björne, T Pahikkala, F Ginter, T Salakoski BMC bioinformatics 9 (11), 1-12, 2008 | 333 | 2008 |
| Using ant colony system to consolidate VMs for green cloud computing F Farahnakian, A Ashraf, T Pahikkala, P Liljeberg, J Plosila, I Porres, ... IEEE Transactions on Services Computing 8 (2), 187-198, 2014 | 254 | 2014 |
| Extracting complex biological events with rich graph-based feature sets J Björne, J Heimonen, F Ginter, A Airola, T Pahikkala, T Salakoski Proceedings of the BioNLP 2009 Workshop Companion Volume for Shared Task, 10-18, 2009 | 237 | 2009 |
| Toward more realistic drug–target interaction predictions T Pahikkala, A Airola, S Pietilä, S Shakyawar, A Szwajda, J Tang, ... Briefings in bioinformatics 16 (2), 325-337, 2015 | 183 | 2015 |
| An experimental comparison of cross-validation techniques for estimating the area under the ROC curve A Airola, T Pahikkala, W Waegeman, B De Baets, T Salakoski Computational Statistics & Data Analysis 55 (4), 1828-1844, 2011 | 111 | 2011 |
| A graph kernel for protein-protein interaction extraction A Airola, S Pyysalo, J Björne, T Pahikkala, F Ginter, T Salakoski Proceedings of the workshop on current trends in biomedical natural language …, 2008 | 110 | 2008 |
| Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open … J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ... The Lancet Oncology 18 (1), 132-142, 2017 | 105 | 2017 |
| Regularized machine learning in the genetic prediction of complex traits S Okser, T Pahikkala, A Airola, T Salakoski, S Ripatti, T Aittokallio PLoS Genet 10 (11), e1004754, 2014 | 99 | 2014 |
| Learning to rank with pairwise regularized least-squares T Pahikkala, E Tsivtsivadze, A Airola, J Boberg, T Salakoski SIGIR 2007 workshop on learning to rank for information retrieval 80, 27-33, 2007 | 95 | 2007 |
| Energy-aware VM consolidation in cloud data centers using utilization prediction model F Farahnakian, T Pahikkala, P Liljeberg, J Plosila, NT Hieu, H Tenhunen IEEE Transactions on Cloud Computing 7 (2), 524-536, 2016 | 86 | 2016 |
| Utilization prediction aware VM consolidation approach for green cloud computing F Farahnakian, T Pahikkala, P Liljeberg, J Plosila, H Tenhunen 2015 IEEE 8th International Conference on Cloud Computing, 381-388, 2015 | 83 | 2015 |
| HiCH: Hierarchical fog-assisted computing architecture for healthcare IoT I Azimi, A Anzanpour, AM Rahmani, T Pahikkala, M Levorato, P Liljeberg, ... ACM Transactions on Embedded Computing Systems (TECS) 16 (5s), 1-20, 2017 | 81 | 2017 |
| Energy aware consolidation algorithm based on k-nearest neighbor regression for cloud data centers F Farahnakian, T Pahikkala, P Liljeberg, J Plosila 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing …, 2013 | 75 | 2013 |
| An efficient algorithm for learning to rank from preference graphs T Pahikkala, E Tsivtsivadze, A Airola, J Järvinen, J Boberg Machine Learning 75 (1), 129-165, 2009 | 71 | 2009 |
| A comparison of AUC estimators in small-sample studies A Airola, T Pahikkala, W Waegeman, B De Baets, T Salakoski Machine learning in systems biology, 3-13, 2009 | 64 | 2009 |
| Mathematical models for diffusion‐weighted imaging of prostate cancer using b values up to 2000 s/mm2: Correlation with Gleason score and repeatability of … J Toivonen, H Merisaari, M Pesola, P Taimen, PJ Boström, T Pahikkala, ... Magnetic resonance in medicine 74 (4), 1116-1124, 2015 | 59 | 2015 |
| Predicting patient acuity from electronic patient records E Kontio, A Airola, T Pahikkala, H Lundgren-Laine, K Junttila, ... Journal of Biomedical Informatics 51, 35-40, 2014 | 56 | 2014 |
| Fast n-fold cross-validation for regularized least-squares T Pahikkala, J Boberg, T Salakoski Proceedings of the ninth Scandinavian conference on artificial intelligence …, 2006 | 53 | 2006 |
| Analysis of link grammar on biomedical dependency corpus targeted at protein-protein interactions S Pyysalo, F Ginter, T Pahikkala, J Boberg, J Järvinen, T Salakoski, ... Proceedings of the International Joint Workshop on Natural Language …, 2004 | 53 | 2004 |
| EXTRACTING CONTEXTUALIZED COMPLEX BIOLOGICAL EVENTS WITH RICH GRAPH‐BASED FEATURE SETS J Björne, J Heimonen, F Ginter, A Airola, T Pahikkala, T Salakoski Computational Intelligence 27 (4), 541-557, 2011 | 52 | 2011 |
Antti AirolaAssistant Professor, University of TurkuVerified email at utu.fi
