BibTeX records: Tapio Pahikkala

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@article{DBLP:journals/bmcbi/IliadisBPW24,
  author       = {Dimitrios Iliadis and
                  Bernard De Baets and
                  Tapio Pahikkala and
                  Willem Waegeman},
  title        = {A comparison of embedding aggregation strategies in drug-target interaction
                  prediction},
  journal      = {{BMC} Bioinform.},
  volume       = {25},
  number       = {1},
  pages        = {59},
  year         = {2024},
  url          = {https://doi.org/10.1186/s12859-024-05684-y},
  doi          = {10.1186/S12859-024-05684-Y},
  timestamp    = {Tue, 20 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/IliadisBPW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/NumminenPJPA23,
  author       = {Riikka Numminen and
                  Ileana Montoya Perez and
                  Ivan Jambor and
                  Tapio Pahikkala and
                  Antti Airola},
  title        = {Quicksort leave-pair-out cross-validation for {ROC} curve analysis},
  journal      = {Comput. Stat.},
  volume       = {38},
  number       = {3},
  pages        = {1579--1595},
  year         = {2023},
  url          = {https://doi.org/10.1007/s00180-022-01288-3},
  doi          = {10.1007/S00180-022-01288-3},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cstat/NumminenPJPA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/SuuronenAPMKR23,
  author       = {Ilkka Suuronen and
                  Antti Airola and
                  Tapio Pahikkala and
                  Mika Murtoj{\"{a}}rvi and
                  Valtteri Kaasinen and
                  Henry Railo},
  title        = {Budget-Based Classification of Parkinson's Disease From Resting State
                  {EEG}},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {27},
  number       = {8},
  pages        = {3740--3747},
  year         = {2023},
  url          = {https://doi.org/10.1109/JBHI.2023.3235040},
  doi          = {10.1109/JBHI.2023.3235040},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/titb/SuuronenAPMKR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/MovahediNPPA23,
  author       = {Parisa Movahedi and
                  Valtteri Nieminen and
                  Ileana Montoya Perez and
                  Tapio Pahikkala and
                  Antti Airola},
  editor       = {Jo{\~{a}}o Rafael Almeida and
                  Myra Spiliopoulou and
                  Jos{\'{e}} Alberto Ben{\'{\i}}tez{-}Andrades and
                  Giuseppe Placidi and
                  Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
                  Rosa Sicilia and
                  Bridget Kane},
  title        = {Evaluating Classifiers Trained on Differentially Private Synthetic
                  Health Data},
  booktitle    = {36th {IEEE} International Symposium on Computer-Based Medical Systems,
                  {CBMS} 2023, L'Aquila, Italy, June 22-24, 2023},
  pages        = {748--753},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CBMS58004.2023.00313},
  doi          = {10.1109/CBMS58004.2023.00313},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cbms/MovahediNPPA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tktp/NieminenPA23,
  author       = {Valtteri Nieminen and
                  Tapio Pahikkala and
                  Antti Airola},
  editor       = {Jussi Kasurinen and
                  Tero P{\"{a}}iv{\"{a}}rinta},
  title        = {Empirical Evaluation of Amplifying Privacy by Subsampling for GANs
                  to Create Differentially Private Synthetic Tabular Data},
  booktitle    = {Proceedings of the Annual Symposium of Computer Science 2023 co-located
                  with The International Conference on Evaluation and Assessment in
                  Software Engineering {(EASE} 2023), Oulu, Finland, June, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3506},
  pages        = {72--81},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3506/paper06.pdf},
  timestamp    = {Wed, 06 Dec 2023 13:15:26 +0100},
  biburl       = {https://dblp.org/rec/conf/tktp/NieminenPA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ViljanenAP22,
  author       = {Markus Viljanen and
                  Antti Airola and
                  Tapio Pahikkala},
  title        = {Generalized vec trick for fast learning of pairwise kernel models},
  journal      = {Mach. Learn.},
  volume       = {111},
  number       = {2},
  pages        = {543--573},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10994-021-06127-y},
  doi          = {10.1007/S10994-021-06127-Y},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ViljanenAP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/NumminenVP22,
  author       = {Riikka Numminen and
                  Markus Juhani Viljanen and
                  Tapio Pahikkala},
  title        = {Bayesian Inference for Predicting the Monetization Percentage in Free-to-Play
                  Games},
  journal      = {{IEEE} Trans. Games},
  volume       = {14},
  number       = {1},
  pages        = {13--22},
  year         = {2022},
  url          = {https://doi.org/10.1109/TG.2020.3014660},
  doi          = {10.1109/TG.2020.3014660},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tciaig/NumminenVP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HosseinpourNVPT21,
  author       = {Farhoud Hosseinpour and
                  Ahmad Naebi and
                  Seppo Virtanen and
                  Tapio Pahikkala and
                  Hannu Tenhunen and
                  Juha Plosila},
  title        = {A Resource Management Model for Distributed Multi-Task Applications
                  in Fog Computing Networks},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {152792--152802},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2021.3127355},
  doi          = {10.1109/ACCESS.2021.3127355},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/HosseinpourNVPT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WangSWAPCR21,
  author       = {Tianduanyi Wang and
                  S{\'{a}}ndor Szedm{\'{a}}k and
                  Haishan Wang and
                  Tero Aittokallio and
                  Tapio Pahikkala and
                  Anna Cichonska and
                  Juho Rousu},
  title        = {Modeling drug combination effects via latent tensor reconstruction},
  journal      = {Bioinform.},
  volume       = {37},
  number       = {Supplement},
  pages        = {93--101},
  year         = {2021},
  url          = {https://doi.org/10.1093/bioinformatics/btab308},
  doi          = {10.1093/BIOINFORMATICS/BTAB308},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/WangSWAPCR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/KoivuSAPLLS21,
  author       = {Aki Koivu and
                  Mikko Sairanen and
                  Antti Airola and
                  Tapio Pahikkala and
                  Wing{-}cheong Leung and
                  Tsz{-}kin Lo and
                  Daljit Singh Sahota},
  title        = {Adaptive risk prediction system with incremental and transfer learning},
  journal      = {Comput. Biol. Medicine},
  volume       = {138},
  pages        = {104886},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.compbiomed.2021.104886},
  doi          = {10.1016/J.COMPBIOMED.2021.104886},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cbm/KoivuSAPLLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11856,
  author       = {Tapio Pahikkala and
                  Parisa Movahedi and
                  Ileana Montoya Perez and
                  Havu Miikonen and
                  Ivan Jambor and
                  Antti Airola and
                  L{\'{a}}szl{\'{o}} Major},
  title        = {A Link between Coding Theory and Cross-Validation with Applications},
  journal      = {CoRR},
  volume       = {abs/2103.11856},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.11856},
  eprinttype    = {arXiv},
  eprint       = {2103.11856},
  timestamp    = {Wed, 24 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-11856.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/StockPAWB20,
  author       = {Michiel Stock and
                  Tapio Pahikkala and
                  Antti Airola and
                  Willem Waegeman and
                  Bernard De Baets},
  title        = {Algebraic shortcuts for leave-one-out cross-validation in supervised
                  network inference},
  journal      = {Briefings Bioinform.},
  volume       = {21},
  number       = {1},
  pages        = {262--271},
  year         = {2020},
  url          = {https://doi.org/10.1093/bib/bby095},
  doi          = {10.1093/BIB/BBY095},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bib/StockPAWB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/SahebiMEPPT20,
  author       = {Golnaz Sahebi and
                  Parisa Movahedi and
                  Masoumeh Ebrahimi and
                  Tapio Pahikkala and
                  Juha Plosila and
                  Hannu Tenhunen},
  title        = {GeFeS: {A} generalized wrapper feature selection approach for optimizing
                  classification performance},
  journal      = {Comput. Biol. Medicine},
  volume       = {125},
  pages        = {103974},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.compbiomed.2020.103974},
  doi          = {10.1016/J.COMPBIOMED.2020.103974},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cbm/SahebiMEPPT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/MurtojarviHALMA20,
  author       = {Mika Murtoj{\"{a}}rvi and
                  Anni S. Halkola and
                  Antti Airola and
                  Teemu D. Laajala and
                  Tuomas Mirtti and
                  Tero Aittokallio and
                  Tapio Pahikkala},
  title        = {Cost-effective survival prediction for patients with advanced prostate
                  cancer using clinical trial and real-world hospital registry datasets},
  journal      = {Int. J. Medical Informatics},
  volume       = {133},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.ijmedinf.2019.104014},
  doi          = {10.1016/J.IJMEDINF.2019.104014},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmi/MurtojarviHALMA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/KoivuSAP20,
  author       = {Aki Koivu and
                  Mikko Sairanen and
                  Antti Airola and
                  Tapio Pahikkala},
  title        = {Synthetic minority oversampling of vital statistics data with generative
                  adversarial networks},
  journal      = {J. Am. Medical Informatics Assoc.},
  volume       = {27},
  number       = {11},
  pages        = {1667--1674},
  year         = {2020},
  url          = {https://doi.org/10.1093/jamia/ocaa127},
  doi          = {10.1093/JAMIA/OCAA127},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jamia/KoivuSAP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/ViljanenAMHP20,
  author       = {Markus Viljanen and
                  Antti Airola and
                  Anne{-}Maarit Majanoja and
                  Jukka Heikkonen and
                  Tapio Pahikkala},
  title        = {Measuring Player Retention and Monetization Using the Mean Cumulative
                  Function},
  journal      = {{IEEE} Trans. Games},
  volume       = {12},
  number       = {1},
  pages        = {101--114},
  year         = {2020},
  url          = {https://doi.org/10.1109/TG.2020.2964120},
  doi          = {10.1109/TG.2020.2964120},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tciaig/ViljanenAMHP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesidt/ViljanenBP20,
  author       = {Markus Viljanen and
                  Ajay Byanjankar and
                  Tapio Pahikkala},
  editor       = {Ireneusz Czarnowski and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Predicting Profitability of Peer-to-Peer Loans with Recovery Models
                  for Censored Data},
  booktitle    = {Intelligent Decision Technologies - Proceedings of the 12th {KES}
                  International Conference on Intelligent Decision Technologies {(KES-IDT}
                  2020), Split, Croatia, 17-19 June, 2020},
  series       = {Smart Innovation, Systems and Technologies},
  volume       = {193},
  pages        = {15--25},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-981-15-5925-9\_2},
  doi          = {10.1007/978-981-15-5925-9\_2},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kesidt/ViljanenBP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rcis/ViljanenP20,
  author       = {Markus Viljanen and
                  Tapio Pahikkala},
  editor       = {Fabiano Dalpiaz and
                  Jelena Zdravkovic and
                  Pericles Loucopoulos},
  title        = {Predicting Unemployment with Machine Learning Based on Registry Data},
  booktitle    = {Research Challenges in Information Science - 14th International Conference,
                  {RCIS} 2020, Limassol, Cyprus, September 23-25, 2020, Proceedings},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {385},
  pages        = {352--368},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-50316-1\_21},
  doi          = {10.1007/978-3-030-50316-1\_21},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rcis/ViljanenP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01538,
  author       = {S{\'{a}}ndor Szedm{\'{a}}k and
                  Anna Cichonska and
                  Heli Julkunen and
                  Tapio Pahikkala and
                  Juho Rousu},
  title        = {A Solution for Large Scale Nonlinear Regression with High Rank and
                  Degree at Constant Memory Complexity via Latent Tensor Reconstruction},
  journal      = {CoRR},
  volume       = {abs/2005.01538},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.01538},
  eprinttype    = {arXiv},
  eprint       = {2005.01538},
  timestamp    = {Sat, 09 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-01538.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-14263,
  author       = {Jonne Pohjankukka and
                  Tapio Pahikkala and
                  Paavo Nevalainen and
                  Jukka Heikkonen},
  title        = {Estimating the Prediction Performance of Spatial Models via Spatial
                  k-Fold Cross Validation},
  journal      = {CoRR},
  volume       = {abs/2005.14263},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.14263},
  eprinttype    = {arXiv},
  eprint       = {2005.14263},
  timestamp    = {Wed, 03 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-14263.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01054,
  author       = {Markus Viljanen and
                  Antti Airola and
                  Tapio Pahikkala},
  title        = {Generalized vec trick for fast learning of pairwise kernel models},
  journal      = {CoRR},
  volume       = {abs/2009.01054},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.01054},
  eprinttype    = {arXiv},
  eprint       = {2009.01054},
  timestamp    = {Wed, 16 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-01054.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08947,
  author       = {Markus Viljanen and
                  Jukka Vahlo and
                  Aki Koponen and
                  Tapio Pahikkala},
  title        = {Content Based Player and Game Interaction Model for Game Recommendation
                  in the Cold Start setting},
  journal      = {CoRR},
  volume       = {abs/2009.08947},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.08947},
  eprinttype    = {arXiv},
  eprint       = {2009.08947},
  timestamp    = {Wed, 23 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-08947.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11480,
  author       = {Markus Viljanen and
                  Tapio Pahikkala},
  title        = {New Recommendation Algorithm for Implicit Data Motivated by the Multivariate
                  Normal Distribution},
  journal      = {CoRR},
  volume       = {abs/2012.11480},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.11480},
  eprinttype    = {arXiv},
  eprint       = {2012.11480},
  timestamp    = {Mon, 04 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-11480.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/TenhunenPNTMT19,
  author       = {Henri Tenhunen and
                  Tapio Pahikkala and
                  Olli Nevalainen and
                  Jukka Teuhola and
                  Heta Mattila and
                  Esa Tyystj{\"{a}}rvi},
  title        = {Automatic detection of cereal rows by means of pattern recognition
                  techniques},
  journal      = {Comput. Electron. Agric.},
  volume       = {162},
  pages        = {677--688},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.compag.2019.05.002},
  doi          = {10.1016/J.COMPAG.2019.05.002},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cea/TenhunenPNTMT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/AirolaPTMNHP19,
  author       = {Antti Airola and
                  Jonne Pohjankukka and
                  Johanna Torppa and
                  Maarit Middleton and
                  Vesa Nyk{\"{a}}nen and
                  Jukka Heikkonen and
                  Tapio Pahikkala},
  title        = {The spatial leave-pair-out cross-validation method for reliable {AUC}
                  estimation of spatial classifiers},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {33},
  number       = {3},
  pages        = {730--747},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10618-018-00607-x},
  doi          = {10.1007/S10618-018-00607-X},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/AirolaPTMNHP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/AzimiPRNAL19,
  author       = {Iman Azimi and
                  Tapio Pahikkala and
                  Amir M. Rahmani and
                  Hannakaisa Niela{-}Vil{\'{e}}n and
                  Anna Axelin and
                  Pasi Liljeberg},
  title        = {Missing data resilient decision-making for healthcare IoT through
                  personalization: {A} case study on maternal health},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {96},
  pages        = {297--308},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.future.2019.02.015},
  doi          = {10.1016/J.FUTURE.2019.02.015},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fgcs/AzimiPRNAL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcc/FarahnakianPLPH19,
  author       = {Fahimeh Farahnakian and
                  Tapio Pahikkala and
                  Pasi Liljeberg and
                  Juha Plosila and
                  Nguyen Trung Hieu and
                  Hannu Tenhunen},
  title        = {Energy-Aware {VM} Consolidation in Cloud Data Centers Using Utilization
                  Prediction Model},
  journal      = {{IEEE} Trans. Cloud Comput.},
  volume       = {7},
  number       = {2},
  pages        = {524--536},
  year         = {2019},
  url          = {https://doi.org/10.1109/TCC.2016.2617374},
  doi          = {10.1109/TCC.2016.2617374},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcc/FarahnakianPLPH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/NumminenVP19,
  author       = {Riikka Numminen and
                  Markus Viljanen and
                  Tapio Pahikkala},
  title        = {Predicting the monetization percentage with survival analysis in free-to-play
                  games},
  booktitle    = {{IEEE} Conference on Games, CoG 2019, London, United Kingdom, August
                  20-23, 2019},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/CIG.2019.8848045},
  doi          = {10.1109/CIG.2019.8848045},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cig/NumminenVP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/SyrjalaJPSL19,
  author       = {Elise Syrj{\"{a}}l{\"{a}} and
                  Mingzhe Jiang and
                  Tapio Pahikkala and
                  Sanna Salanter{\"{a}} and
                  Pasi Liljeberg},
  title        = {Skin Conductance Response to Gradual-Increasing Experimental Pain},
  booktitle    = {41st Annual International Conference of the {IEEE} Engineering in
                  Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27,
                  2019},
  pages        = {3482--3485},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/EMBC.2019.8857776},
  doi          = {10.1109/EMBC.2019.8857776},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/embc/SyrjalaJPSL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/CichonskaPSJAHA18,
  author       = {Anna Cichonska and
                  Tapio Pahikkala and
                  S{\'{a}}ndor Szedm{\'{a}}k and
                  Heli Julkunen and
                  Antti Airola and
                  Markus Heinonen and
                  Tero Aittokallio and
                  Juho Rousu},
  title        = {Learning with multiple pairwise kernels for drug bioactivity prediction},
  journal      = {Bioinform.},
  volume       = {34},
  number       = {13},
  pages        = {i509--i518},
  year         = {2018},
  url          = {https://doi.org/10.1093/bioinformatics/bty277},
  doi          = {10.1093/BIOINFORMATICS/BTY277},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/CichonskaPSJAHA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/KoivuKKPS18,
  author       = {Aki Koivu and
                  Teemu Korpim{\"{a}}ki and
                  Petri Kivel{\"{a}} and
                  Tapio Pahikkala and
                  Mikko Sairanen},
  title        = {Evaluation of machine learning algorithms for improved risk assessment
                  for Down's syndrome},
  journal      = {Comput. Biol. Medicine},
  volume       = {98},
  pages        = {1--7},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.compbiomed.2018.05.004},
  doi          = {10.1016/J.COMPBIOMED.2018.05.004},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cbm/KoivuKKPS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/StockPABW18,
  author       = {Michiel Stock and
                  Tapio Pahikkala and
                  Antti Airola and
                  Bernard De Baets and
                  Willem Waegeman},
  title        = {A Comparative Study of Pairwise Learning Methods Based on Kernel Ridge
                  Regression},
  journal      = {Neural Comput.},
  volume       = {30},
  number       = {8},
  year         = {2018},
  url          = {https://doi.org/10.1162/neco\_a\_01096},
  doi          = {10.1162/NECO\_A\_01096},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neco/StockPABW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/ViljanenAHP18,
  author       = {Markus Viljanen and
                  Antti Airola and
                  Jukka Heikkonen and
                  Tapio Pahikkala},
  title        = {Playtime Measurement With Survival Analysis},
  journal      = {{IEEE} Trans. Games},
  volume       = {10},
  number       = {2},
  pages        = {128--138},
  year         = {2018},
  url          = {https://doi.org/10.1109/TCIAIG.2017.2727642},
  doi          = {10.1109/TCIAIG.2017.2727642},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tciaig/ViljanenAHP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/AirolaP18,
  author       = {Antti Airola and
                  Tapio Pahikkala},
  title        = {Fast Kronecker Product Kernel Methods via Generalized Vec Trick},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {8},
  pages        = {3374--3387},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNNLS.2017.2727545},
  doi          = {10.1109/TNNLS.2017.2727545},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/AirolaP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01575,
  author       = {Michiel Stock and
                  Tapio Pahikkala and
                  Antti Airola and
                  Bernard De Baets and
                  Willem Waegeman},
  title        = {A Comparative Study of Pairwise Learning Methods based on Kernel Ridge
                  Regression},
  journal      = {CoRR},
  volume       = {abs/1803.01575},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.01575},
  eprinttype    = {arXiv},
  eprint       = {1803.01575},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-01575.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gis/PohjankukkaPNH17,
  author       = {Jonne Pohjankukka and
                  Tapio Pahikkala and
                  Paavo Nevalainen and
                  Jukka Heikkonen},
  title        = {Estimating the prediction performance of spatial models via spatial
                  k-fold cross validation},
  journal      = {Int. J. Geogr. Inf. Sci.},
  volume       = {31},
  number       = {10},
  pages        = {2001--2019},
  year         = {2017},
  url          = {https://doi.org/10.1080/13658816.2017.1346255},
  doi          = {10.1080/13658816.2017.1346255},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/gis/PohjankukkaPNH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/CichonskaRPTPAW17,
  author       = {Anna Cichonska and
                  Balaguru Ravikumar and
                  Elina Parri and
                  Sanna Timonen and
                  Tapio Pahikkala and
                  Antti Airola and
                  Krister Wennerberg and
                  Juho Rousu and
                  Tero Aittokallio},
  title        = {Computational-experimental approach to drug-target interaction mapping:
                  {A} case study on kinase inhibitors},
  journal      = {PLoS Comput. Biol.},
  volume       = {13},
  number       = {8},
  year         = {2017},
  url          = {https://doi.org/10.1371/journal.pcbi.1005678},
  doi          = {10.1371/JOURNAL.PCBI.1005678},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ploscb/CichonskaRPTPAW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/NevalainenSALHF17,
  author       = {Paavo Nevalainen and
                  Aura Salmivaara and
                  Jari Ala{-}Ilom{\"{a}}ki and
                  Samuli Launiainen and
                  Juuso Hiedanp{\"{a}}{\"{a}} and
                  Leena Fin{\'{e}}r and
                  Tapio Pahikkala and
                  Jukka Heikkonen},
  title        = {Estimating the Rut Depth by {UAV} Photogrammetry},
  journal      = {Remote. Sens.},
  volume       = {9},
  number       = {12},
  pages        = {1279},
  year         = {2017},
  url          = {https://doi.org/10.3390/rs9121279},
  doi          = {10.3390/RS9121279},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/remotesensing/NevalainenSALHF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tecs/AzimiARPLLD17,
  author       = {Iman Azimi and
                  Arman Anzanpour and
                  Amir M. Rahmani and
                  Tapio Pahikkala and
                  Marco Levorato and
                  Pasi Liljeberg and
                  Nikil D. Dutt},
  title        = {HiCH: Hierarchical Fog-Assisted Computing Architecture for Healthcare
                  IoT},
  journal      = {{ACM} Trans. Embed. Comput. Syst.},
  volume       = {16},
  number       = {5s},
  pages        = {174:1--174:20},
  year         = {2017},
  url          = {https://doi.org/10.1145/3126501},
  doi          = {10.1145/3126501},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tecs/AzimiARPLLD17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiide/ViljanenAHP17,
  author       = {Markus Viljanen and
                  Antti Airola and
                  Jukka Heikkonen and
                  Tapio Pahikkala},
  editor       = {Brian Magerko and
                  Jonathan P. Rowe},
  title        = {A/B-Test of Retention and Monetization Using the Cox Model},
  booktitle    = {Proceedings of the Thirteenth {AAAI} Conference on Artificial Intelligence
                  and Interactive Digital Entertainment (AIIDE-17), October 5-9, 2017,
                  Snowbird, Little Cottonwood Canyon, Utah, {USA}},
  pages        = {248--254},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://aaai.org/ocs/index.php/AIIDE/AIIDE17/paper/view/15816},
  timestamp    = {Wed, 10 Feb 2021 22:01:11 +0100},
  biburl       = {https://dblp.org/rec/conf/aiide/ViljanenAHP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/NevalainenJPHP17,
  author       = {Paavo Nevalainen and
                  Ivan Jambor and
                  Jonne Pohjankukka and
                  Jukka Heikkonen and
                  Tapio Pahikkala},
  editor       = {Maria De Marsico and
                  Gabriella Sanniti di Baja and
                  Ana L. N. Fred},
  title        = {Triangular Curvature Approximation of Surfaces - Filtering the Spurious
                  Mode},
  booktitle    = {Proceedings of the 6th International Conference on Pattern Recognition
                  Applications and Methods, {ICPRAM} 2017, Porto, Portugal, February
                  24-26, 2017},
  pages        = {684--692},
  publisher    = {SciTePress},
  year         = {2017},
  url          = {https://doi.org/10.5220/0006249206840692},
  doi          = {10.5220/0006249206840692},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpram/NevalainenJPHP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ViljanenAHP17,
  author       = {Markus Viljanen and
                  Antti Airola and
                  Jukka Heikkonen and
                  Tapio Pahikkala},
  title        = {Playtime Measurement with Survival Analysis},
  journal      = {CoRR},
  volume       = {abs/1701.02359},
  year         = {2017},
  url          = {http://arxiv.org/abs/1701.02359},
  eprinttype    = {arXiv},
  eprint       = {1701.02359},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ViljanenAHP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/MoenPHAPSS16,
  author       = {Hans Moen and
                  Laura{-}Maria Peltonen and
                  Juho Heimonen and
                  Antti Airola and
                  Tapio Pahikkala and
                  Tapio Salakoski and
                  Sanna Salanter{\"{a}}},
  title        = {Comparison of automatic summarisation methods for clinical free text
                  notes},
  journal      = {Artif. Intell. Medicine},
  volume       = {67},
  pages        = {25--37},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.artmed.2016.01.003},
  doi          = {10.1016/J.ARTMED.2016.01.003},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/artmed/MoenPHAPSS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PahikkalaA16,
  author       = {Tapio Pahikkala and
                  Antti Airola},
  title        = {RLScore: Regularized Least-Squares Learners},
  journal      = {J. Mach. Learn. Res.},
  volume       = {17},
  pages        = {221:1--221:5},
  year         = {2016},
  url          = {http://jmlr.org/papers/v17/16-470.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/PahikkalaA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/NevalainenMSHP16,
  author       = {Paavo Nevalainen and
                  Maarit Middleton and
                  Raimo Sutinen and
                  Jukka Heikkonen and
                  Tapio Pahikkala},
  title        = {Detecting Terrain Stoniness From Airborne Laser Scanning Data},
  journal      = {Remote. Sens.},
  volume       = {8},
  number       = {9},
  pages        = {720},
  year         = {2016},
  url          = {https://doi.org/10.3390/rs8090720},
  doi          = {10.3390/RS8090720},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/remotesensing/NevalainenMSHP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/FarahnakianBLP16,
  author       = {Fahimeh Farahnakian and
                  Rami Bahsoon and
                  Pasi Liljeberg and
                  Tapio Pahikkala},
  title        = {Self-Adaptive Resource Management System in IaaS Clouds},
  booktitle    = {9th {IEEE} International Conference on Cloud Computing, {CLOUD} 2016,
                  San Francisco, CA, USA, June 27 - July 2, 2016},
  pages        = {553--560},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CLOUD.2016.0079},
  doi          = {10.1109/CLOUD.2016.0079},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEcloud/FarahnakianBLP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/ViljanenAPH16,
  author       = {Markus Viljanen and
                  Antti Airola and
                  Tapio Pahikkala and
                  Jukka Heikkonen},
  title        = {Modelling user retention in mobile games},
  booktitle    = {{IEEE} Conference on Computational Intelligence and Games, {CIG} 2016,
                  Santorini, Greece, September 20-23, 2016},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/CIG.2016.7860393},
  doi          = {10.1109/CIG.2016.7860393},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cig/ViljanenAPH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/ViljanenAPH16a,
  author       = {Markus Viljanen and
                  Antti Airola and
                  Tapio Pahikkala and
                  Jukka Heikkonen},
  title        = {User activity decay in mobile games determined by simple differential
                  equations?},
  booktitle    = {{IEEE} Conference on Computational Intelligence and Games, {CIG} 2016,
                  Santorini, Greece, September 20-23, 2016},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/CIG.2016.7860403},
  doi          = {10.1109/CIG.2016.7860403},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cig/ViljanenAPH16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/PerezTMMPTBKAPJ16,
  author       = {Ileana Montoya Perez and
                  Jussi Toivonen and
                  Parisa Movahedi and
                  Harri Merisaari and
                  Marko Pesola and
                  Pekka Taimen and
                  Peter J. Bostr{\"{o}}m and
                  Aida Kiviniemi and
                  Hannu J. Aronen and
                  Tapio Pahikkala and
                  Ivan Jambor},
  title        = {Diffusion weighted imaging of prostate cancer: Prediction of cancer
                  using texture features from parametric maps of the monoexponential
                  and kurtosis functions},
  booktitle    = {Sixth International Conference on Image Processing Theory, Tools and
                  Applications, {IPTA} 2016, Oulu, Finland, December 12-15, 2016},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/IPTA.2016.7820993},
  doi          = {10.1109/IPTA.2016.7820993},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipta/PerezTMMPTBKAPJ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AirolaP16,
  author       = {Antti Airola and
                  Tapio Pahikkala},
  title        = {Fast Kronecker product kernel methods via sampled vec trick},
  journal      = {CoRR},
  volume       = {abs/1601.01507},
  year         = {2016},
  url          = {http://arxiv.org/abs/1601.01507},
  eprinttype    = {arXiv},
  eprint       = {1601.01507},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AirolaP16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StockPABW16,
  author       = {Michiel Stock and
                  Tapio Pahikkala and
                  Antti Airola and
                  Bernard De Baets and
                  Willem Waegeman},
  title        = {Efficient Pairwise Learning Using Kernel Ridge Regression: an Exact
                  Two-Step Method},
  journal      = {CoRR},
  volume       = {abs/1606.04275},
  year         = {2016},
  url          = {http://arxiv.org/abs/1606.04275},
  eprinttype    = {arXiv},
  eprint       = {1606.04275},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/StockPABW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/PahikkalaAPSSTA15,
  author       = {Tapio Pahikkala and
                  Antti Airola and
                  Sami Pietil{\"{a}} and
                  Sushil Kumar Shakyawar and
                  Agnieszka Szwajda and
                  Jing Tang and
                  Tero Aittokallio},
  title        = {Toward more realistic drug-target interaction predictions},
  journal      = {Briefings Bioinform.},
  volume       = {16},
  number       = {2},
  pages        = {325--337},
  year         = {2015},
  url          = {https://doi.org/10.1093/bib/bbu010},
  doi          = {10.1093/BIB/BBU010},
  timestamp    = {Tue, 26 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bib/PahikkalaAPSSTA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/PahikkalaKMLTNT15,
  author       = {Tapio Pahikkala and
                  Kim Kari and
                  Heta Mattila and
                  Anna Lepist{\"{o}} and
                  Jukka Teuhola and
                  Olli S. Nevalainen and
                  Esa Tyystj{\"{a}}rvi},
  title        = {Classification of plant species from images of overlapping leaves},
  journal      = {Comput. Electron. Agric.},
  volume       = {118},
  pages        = {186--192},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.compag.2015.09.003},
  doi          = {10.1016/J.COMPAG.2015.09.003},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cea/PahikkalaKMLTNT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcim/VainioPJNK15,
  author       = {Frans Vainio and
                  Tapio Pahikkala and
                  Mika Johnsson and
                  Olli Nevalainen and
                  Timo Knuutila},
  title        = {Estimating the production time of a {PCB} assembly job without solving
                  the optimised machine control},
  journal      = {Int. J. Comput. Integr. Manuf.},
  volume       = {28},
  number       = {8},
  pages        = {823--835},
  year         = {2015},
  url          = {https://doi.org/10.1080/0951192X.2014.902104},
  doi          = {10.1080/0951192X.2014.902104},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcim/VainioPJNK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/FarahnakianAPLP15,
  author       = {Fahimeh Farahnakian and
                  Adnan Ashraf and
                  Tapio Pahikkala and
                  Pasi Liljeberg and
                  Juha Plosila and
                  Ivan Porres and
                  Hannu Tenhunen},
  title        = {Using Ant Colony System to Consolidate VMs for Green Cloud Computing},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {8},
  number       = {2},
  pages        = {187--198},
  year         = {2015},
  url          = {https://doi.org/10.1109/TSC.2014.2382555},
  doi          = {10.1109/TSC.2014.2382555},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsc/FarahnakianAPLP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/FarahnakianPLPT15,
  author       = {Fahimeh Farahnakian and
                  Tapio Pahikkala and
                  Pasi Liljeberg and
                  Juha Plosila and
                  Hannu Tenhunen},
  editor       = {Calton Pu and
                  Ajay Mohindra},
  title        = {Utilization Prediction Aware {VM} Consolidation Approach for Green
                  Cloud Computing},
  booktitle    = {8th {IEEE} International Conference on Cloud Computing, {CLOUD} 2015,
                  New York City, NY, USA, June 27 - July 2, 2015},
  pages        = {381--388},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CLOUD.2015.58},
  doi          = {10.1109/CLOUD.2015.58},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEcloud/FarahnakianPLPT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/MovahediNVP15,
  author       = {Parisa Movahedi and
                  Paavo Nevalainen and
                  Markus Viljanen and
                  Tapio Pahikkala},
  editor       = {Maria De Marsico and
                  M{\'{a}}rio A. T. Figueiredo and
                  Ana L. N. Fred},
  title        = {Fast Regularized Least Squares and k-means Clustering Method for Intrusion
                  Detection Systems},
  booktitle    = {{ICPRAM} 2015 - Proceedings of the International Conference on Pattern
                  Recognition Applications and Methods, Volume 2, Lisbon, Portugal,
                  10-12 January, 2015},
  pages        = {264--269},
  publisher    = {SciTePress},
  year         = {2015},
  timestamp    = {Tue, 15 Sep 2015 17:18:41 +0200},
  biburl       = {https://dblp.org/rec/conf/icpram/MovahediNVP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsoft/XuPNLP15,
  author       = {Thomas Canhao Xu and
                  Jonne Pohjankukka and
                  Paavo Nevalainen and
                  Ville Lepp{\"{a}}nen and
                  Tapio Pahikkala},
  editor       = {Pascal Lorenz and
                  Leszek A. Maciaszek},
  title        = {Parallel Applications and On-chip Traffic Distributions: Observation,
                  Implication and Modelling},
  booktitle    = {{ICSOFT-EA} 2015 - Proceedings of the 10th International Conference
                  on Software Engineering and Applications, Colmar, Alsace, France,
                  20-22 July, 2015},
  pages        = {443--449},
  publisher    = {SciTePress},
  year         = {2015},
  url          = {https://doi.org/10.5220/0005553604430449},
  doi          = {10.5220/0005553604430449},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icsoft/XuPNLP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/GiesekePH15,
  author       = {Fabian Gieseke and
                  Tapio Pahikkala and
                  Tom Heskes},
  editor       = {{\'{E}}lisa Fromont and
                  Tijl De Bie and
                  Matthijs van Leeuwen},
  title        = {Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin
                  Clustering},
  booktitle    = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
                  {IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9385},
  pages        = {95--107},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-24465-5\_9},
  doi          = {10.1007/978-3-319-24465-5\_9},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ida/GiesekePH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/NaulaASP15,
  author       = {Pekka Naula and
                  Antti Airola and
                  Tapio Salakoski and
                  Tapio Pahikkala},
  editor       = {Moonis Ali and
                  Young Sig Kwon and
                  Chang{-}Hwan Lee and
                  Juntae Kim and
                  Yongdai Kim},
  title        = {Learning Low Cost Multi-target Models by Enforcing Sparsity},
  booktitle    = {Current Approaches in Applied Artificial Intelligence - 28th International
                  Conference on Industrial, Engineering and Other Applications of Applied
                  Intelligent Systems, {IEA/AIE} 2015, Seoul, South Korea, June 10-12,
                  2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9101},
  pages        = {252--261},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19066-2\_25},
  doi          = {10.1007/978-3-319-19066-2\_25},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieaaie/NaulaASP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/NevalainenMKPSH15,
  author       = {Paavo Nevalainen and
                  Maarit Middleton and
                  Ilkka Kaate and
                  Tapio Pahikkala and
                  Raimo Sutinen and
                  Jukka Heikkonen},
  title        = {Detecting stony areas based on ground surface curvature distribution},
  booktitle    = {2015 International Conference on Image Processing Theory, Tools and
                  Applications, {IPTA} 2015, Orleans, France, November 10-13, 2015},
  pages        = {581--587},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/IPTA.2015.7367215},
  doi          = {10.1109/IPTA.2015.7367215},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipta/NevalainenMKPSH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nocs/FattahAAMLPMPMT15,
  author       = {Mohammad Fattah and
                  Antti Airola and
                  Rachata Ausavarungnirun and
                  Nima Mirzaei and
                  Pasi Liljeberg and
                  Juha Plosila and
                  Siamak Mohammadi and
                  Tapio Pahikkala and
                  Onur Mutlu and
                  Hannu Tenhunen},
  editor       = {Andr{\'{e}} Ivanov and
                  Diana Marculescu and
                  Partha Pratim Pande and
                  Jos{\'{e}} Flich and
                  Karthik Pattabiraman},
  title        = {A Low-Overhead, Fully-Distributed, Guaranteed-Delivery Routing Algorithm
                  for Faulty Network-on-Chips},
  booktitle    = {Proceedings of the 9th International Symposium on Networks-on-Chip,
                  {NOCS} 2015, Vancouver, BC, Canada, September 28-30, 2015},
  pages        = {18:1--18:8},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2786572.2786591},
  doi          = {10.1145/2786572.2786591},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nocs/FattahAAMLPMPMT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/SoroushniaDPP15,
  author       = {Shima Soroushnia and
                  Masoud Daneshtalab and
                  Tapio Pahikkala and
                  Juha Plosila},
  editor       = {Masoud Daneshtalab and
                  Marco Aldinucci and
                  Ville Lepp{\"{a}}nen and
                  Johan Lilius and
                  Mats Brorsson},
  title        = {Parallel Implementation of Fuzzified Pattern Matching Algorithm on
                  {GPU}},
  booktitle    = {23rd Euromicro International Conference on Parallel, Distributed,
                  and Network-Based Processing, {PDP} 2015, Turku, Finland, March 4-6,
                  2015},
  pages        = {341--344},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/PDP.2015.75},
  doi          = {10.1109/PDP.2015.75},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pdp/SoroushniaDPP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PahikkalaVAW15,
  author       = {Tapio Pahikkala and
                  Markus Viljanen and
                  Antti Airola and
                  Willem Waegeman},
  title        = {Spectral Analysis of Symmetric and Anti-Symmetric Pairwise Kernels},
  journal      = {CoRR},
  volume       = {abs/1506.05950},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.05950},
  eprinttype    = {arXiv},
  eprint       = {1506.05950},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/PahikkalaVAW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GiesekeAPK14,
  author       = {Fabian Gieseke and
                  Antti Airola and
                  Tapio Pahikkala and
                  Oliver Kramer},
  title        = {Fast and simple gradient-based optimization for semi-supervised support
                  vector machines},
  journal      = {Neurocomputing},
  volume       = {123},
  pages        = {23--32},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.neucom.2012.12.056},
  doi          = {10.1016/J.NEUCOM.2012.12.056},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/GiesekeAPK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/KontioAPLJKSS14,
  author       = {Elina Kontio and
                  Antti Airola and
                  Tapio Pahikkala and
                  Helj{\"{a}} Lundgr{\'{e}}n{-}Laine and
                  Kristiina Junttila and
                  Heikki Korvenranta and
                  Tapio Salakoski and
                  Sanna Salanter{\"{a}}},
  title        = {Predicting patient acuity from electronic patient records},
  journal      = {J. Biomed. Informatics},
  volume       = {51},
  pages        = {35--40},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.jbi.2014.04.001},
  doi          = {10.1016/J.JBI.2014.04.001},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbi/KontioAPLJKSS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/PahikkalaAGK14,
  author       = {Tapio Pahikkala and
                  Antti Airola and
                  Fabian Gieseke and
                  Oliver Kramer},
  title        = {On Unsupervised Training of Multi-Class Regularized Least-Squares
                  Classifiers},
  journal      = {J. Comput. Sci. Technol.},
  volume       = {29},
  number       = {1},
  pages        = {90--104},
  year         = {2014},
  url          = {https://doi.org/10.1007/s11390-014-1414-0},
  doi          = {10.1007/S11390-014-1414-0},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcst/PahikkalaAGK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jib/SoroushniaDPPL14,
  author       = {Shima Soroushnia and
                  Masoud Daneshtalab and
                  Juha Plosila and
                  Tapio Pahikkala and
                  Pasi Liljeberg},
  title        = {High Performance Pattern Matching on Heterogeneous Platform},
  journal      = {J. Integr. Bioinform.},
  volume       = {11},
  number       = {3},
  year         = {2014},
  url          = {https://doi.org/10.2390/biecoll-jib-2014-253},
  doi          = {10.2390/BIECOLL-JIB-2014-253},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jib/SoroushniaDPPL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/NaulaASP14,
  author       = {Pekka Naula and
                  Antti Airola and
                  Tapio Salakoski and
                  Tapio Pahikkala},
  title        = {Multi-label learning under feature extraction budgets},
  journal      = {Pattern Recognit. Lett.},
  volume       = {40},
  pages        = {56--65},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.patrec.2013.12.009},
  doi          = {10.1016/J.PATREC.2013.12.009},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/NaulaASP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/StockFHGKPABW14,
  author       = {Michiel Stock and
                  Thomas Fober and
                  Eyke H{\"{u}}llermeier and
                  Serghei Glinca and
                  Gerhard Klebe and
                  Tapio Pahikkala and
                  Antti Airola and
                  Bernard De Baets and
                  Willem Waegeman},
  title        = {Identification of Functionally Related Enzymes by Learning-to-Rank
                  Methods},
  journal      = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume       = {11},
  number       = {6},
  pages        = {1157--1169},
  year         = {2014},
  url          = {https://doi.org/10.1109/TCBB.2014.2338308},
  doi          = {10.1109/TCBB.2014.2338308},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcbb/StockFHGKPABW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/FarahnakianALPPPT14,
  author       = {Fahimeh Farahnakian and
                  Adnan Ashraf and
                  Pasi Liljeberg and
                  Tapio Pahikkala and
                  Juha Plosila and
                  Ivan Porres and
                  Hannu Tenhunen},
  title        = {Energy-Aware Dynamic {VM} Consolidation in Cloud Data Centers Using
                  Ant Colony System},
  booktitle    = {2014 {IEEE} 7th International Conference on Cloud Computing, Anchorage,
                  AK, USA, June 27 - July 2, 2014},
  pages        = {104--111},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CLOUD.2014.24},
  doi          = {10.1109/CLOUD.2014.24},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEcloud/FarahnakianALPPPT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcloud/FarahnakianPLP14,
  author       = {Fahimeh Farahnakian and
                  Tapio Pahikkala and
                  Pasi Liljeberg and
                  Juha Plosila},
  title        = {Hierarchical Agent-Based Architecture for Resource Management in Cloud
                  Data Centers},
  booktitle    = {2014 {IEEE} 7th International Conference on Cloud Computing, Anchorage,
                  AK, USA, June 27 - July 2, 2014},
  pages        = {928--929},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CLOUD.2014.128},
  doi          = {10.1109/CLOUD.2014.128},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/IEEEcloud/FarahnakianPLP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloudcom/FarahnakianLPPT14,
  author       = {Fahimeh Farahnakian and
                  Pasi Liljeberg and
                  Tapio Pahikkala and
                  Juha Plosila and
                  Hannu Tenhunen},
  title        = {Hierarchical {VM} Management Architecture for Cloud Data Centers},
  booktitle    = {{IEEE} 6th International Conference on Cloud Computing Technology
                  and Science, CloudCom 2014, Singapore, December 15-18, 2014},
  pages        = {306--311},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CloudCom.2014.136},
  doi          = {10.1109/CLOUDCOM.2014.136},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cloudcom/FarahnakianLPPT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euromicro/FarahnakianPLPT14,
  author       = {Fahimeh Farahnakian and
                  Tapio Pahikkala and
                  Pasi Liljeberg and
                  Juha Plosila and
                  Hannu Tenhunen},
  title        = {Multi-agent Based Architecture for Dynamic {VM} Consolidation in Cloud
                  Data Centers},
  booktitle    = {40th {EUROMICRO} Conference on Software Engineering and Advanced Applications,
                  {EUROMICRO-SEAA} 2014, Verona, Italy, August 27-29, 2014},
  pages        = {111--118},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/SEAA.2014.56},
  doi          = {10.1109/SEAA.2014.56},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/euromicro/FarahnakianPLPT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/PohjankukkaNPHHSH14,
  author       = {Jonne Pohjankukka and
                  Paavo Nevalainen and
                  Tapio Pahikkala and
                  Pekka H{\"{a}}nninen and
                  Eija Hyv{\"{o}}nen and
                  Raimo Sutinen and
                  Jukka Heikkonen},
  title        = {Arctic Soil Hydraulic Conductivity and Soil Type Recognition Based
                  on Aerial Gamma-Ray Spectroscopy and Topographical Data},
  booktitle    = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
                  Stockholm, Sweden, August 24-28, 2014},
  pages        = {1822--1827},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICPR.2014.319},
  doi          = {10.1109/ICPR.2014.319},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/PohjankukkaNPHHSH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/PohjankukkaNPHHSAH14,
  author       = {Jonne Pohjankukka and
                  Paavo Nevalainen and
                  Tapio Pahikkala and
                  Eija Hyv{\"{o}}nen and
                  Pekka H{\"{a}}nninen and
                  Raimo Sutinen and
                  Jari Ala{-}Ilom{\"{a}}ki and
                  Jukka Heikkonen},
  editor       = {Lazaros S. Iliadis and
                  Ilias Maglogiannis and
                  Harris Papadopoulos},
  title        = {Predicting Water Permeability of the Soil Based on Open Data},
  booktitle    = {Artificial Intelligence Applications and Innovations - 10th {IFIP}
                  {WG} 12.5 International Conference, {AIAI} 2014, Rhodes, Greece, September
                  19-21, 2014. Proceedings},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {436},
  pages        = {436--446},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-44654-6\_43},
  doi          = {10.1007/978-3-662-44654-6\_43},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip12/PohjankukkaNPHHSAH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pahi/MoenHMAPTDSS14,
  author       = {Hans Moen and
                  Juho Heimonen and
                  Laura{-}Maria Murtola and
                  Antti Airola and
                  Tapio Pahikkala and
                  Virpi Ter{\"{a}}v{\"{a}} and
                  Riitta Danielsson{-}Ojala and
                  Tapio Salakoski and
                  Sanna Salanter{\"{a}}},
  editor       = {Ellen A. A. Jaatun and
                  Elizabeth Brooks and
                  Kirsti Elisabeth Berntsen and
                  Heidi Gilstad and
                  Martin Gilje Jaatun},
  title        = {On Evaluation of Automatically Generated Clinical Discharge Summaries},
  booktitle    = {Proceedings of the 2nd European Workshop on Practical Aspects of Health
                  Informatics, Trondheim, Norway, May 19-20 , 2014},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1251},
  pages        = {101--114},
  publisher    = {CEUR-WS.org},
  year         = {2014},
  url          = {https://ceur-ws.org/Vol-1251/paper10.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:23 +0100},
  biburl       = {https://dblp.org/rec/conf/pahi/MoenHMAPTDSS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PahikkalaSAABW14,
  author       = {Tapio Pahikkala and
                  Michiel Stock and
                  Antti Airola and
                  Tero Aittokallio and
                  Bernard De Baets and
                  Willem Waegeman},
  editor       = {Toon Calders and
                  Floriana Esposito and
                  Eyke H{\"{u}}llermeier and
                  Rosa Meo},
  title        = {A Two-Step Learning Approach for Solving Full and Almost Full Cold
                  Start Problems in Dyadic Prediction},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8725},
  pages        = {517--532},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-44851-9\_33},
  doi          = {10.1007/978-3-662-44851-9\_33},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/PahikkalaSAABW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/Pahikkala14,
  author       = {Tapio Pahikkala},
  editor       = {Pasi Fr{\"{a}}nti and
                  Gavin Brown and
                  Marco Loog and
                  Francisco Escolano and
                  Marcello Pelillo},
  title        = {Fast Gradient Computation for Learning with Tensor Product Kernels
                  and Sparse Training Labels},
  booktitle    = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
                  {IAPR} International Workshop, {S+SSPR} 2014, Joensuu, Finland, August
                  20-22, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8621},
  pages        = {123--132},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-44415-3\_13},
  doi          = {10.1007/978-3-662-44415-3\_13},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sspr/Pahikkala14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/HeimonenSP14,
  author       = {Juho Heimonen and
                  Tapio Salakoski and
                  Tapio Pahikkala},
  editor       = {Pasi Fr{\"{a}}nti and
                  Gavin Brown and
                  Marco Loog and
                  Francisco Escolano and
                  Marcello Pelillo},
  title        = {Properties of Object-Level Cross-Validation Schemes for Symmetric
                  Pair-Input Data},
  booktitle    = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
                  {IAPR} International Workshop, {S+SSPR} 2014, Joensuu, Finland, August
                  20-22, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8621},
  pages        = {384--393},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-44415-3\_39},
  doi          = {10.1007/978-3-662-44415-3\_39},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sspr/HeimonenSP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/XuTPL14,
  author       = {Thomas Canhao Xu and
                  Jussi Toivonen and
                  Tapio Pahikkala and
                  Ville Lepp{\"{a}}nen},
  title        = {BDMap: {A} Heuristic Application Mapping Algorithm for the Big Data
                  Era},
  booktitle    = {2014 {IEEE} 11th Intl Conf on Ubiquitous Intelligence and Computing
                  and 2014 {IEEE} 11th Intl Conf on Autonomic and Trusted Computing
                  and 2014 {IEEE} 14th Intl Conf on Scalable Computing and Communications
                  and Its Associated Workshops, Bali, Indonesia, December 9-12, 2014},
  pages        = {821--828},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/UIC-ATC-ScalCom.2014.43},
  doi          = {10.1109/UIC-ATC-SCALCOM.2014.43},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/uic/XuTPL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StockFHGKPABW14,
  author       = {Michiel Stock and
                  Thomas Fober and
                  Eyke H{\"{u}}llermeier and
                  Serghei Glinca and
                  Gerhard Klebe and
                  Tapio Pahikkala and
                  Antti Airola and
                  Bernard De Baets and
                  Willem Waegeman},
  title        = {Identification of functionally related enzymes by learning-to-rank
                  methods},
  journal      = {CoRR},
  volume       = {abs/1405.4394},
  year         = {2014},
  url          = {http://arxiv.org/abs/1405.4394},
  eprinttype    = {arXiv},
  eprint       = {1405.4394},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/StockFHGKPABW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PahikkalaSAABW14,
  author       = {Tapio Pahikkala and
                  Michiel Stock and
                  Antti Airola and
                  Tero Aittokallio and
                  Bernard De Baets and
                  Willem Waegeman},
  title        = {A two-step learning approach for solving full and almost full cold
                  start problems in dyadic prediction},
  journal      = {CoRR},
  volume       = {abs/1405.4423},
  year         = {2014},
  url          = {http://arxiv.org/abs/1405.4423},
  eprinttype    = {arXiv},
  eprint       = {1405.4423},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/PahikkalaSAABW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/OkserPA13,
  author       = {Sebastian Okser and
                  Tapio Pahikkala and
                  Tero Aittokallio},
  title        = {Genetic variants and their interactions in disease risk prediction
                  - machine learning and network perspectives},
  journal      = {BioData Min.},
  volume       = {6},
  pages        = {5},
  year         = {2013},
  url          = {https://doi.org/10.1186/1756-0381-6-5},
  doi          = {10.1186/1756-0381-6-5},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/biodatamining/OkserPA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PahikkalaASBW13,
  author       = {Tapio Pahikkala and
                  Antti Airola and
                  Michiel Stock and
                  Bernard De Baets and
                  Willem Waegeman},
  title        = {Efficient regularized least-squares algorithms for conditional ranking
                  on relational data},
  journal      = {Mach. Learn.},
  volume       = {93},
  number       = {2-3},
  pages        = {321--356},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10994-013-5354-7},
  doi          = {10.1007/S10994-013-5354-7},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/PahikkalaASBW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GiesekePI13,
  author       = {Fabian Gieseke and
                  Tapio Pahikkala and
                  Christian Igel},
  editor       = {Cheng Soon Ong and
                  Tu Bao Ho},
  title        = {Polynomial Runtime Bounds for Fixed-Rank Unsupervised Least-Squares
                  Classification},
  booktitle    = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
                  Australia, November 13-15, 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {29},
  pages        = {62--71},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v29/Gieseke13.html},
  timestamp    = {Wed, 29 May 2019 08:41:47 +0200},
  biburl       = {https://dblp.org/rec/conf/acml/GiesekePI13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsystech/XuPLPT13,
  author       = {Thomas Canhao Xu and
                  Tapio Pahikkala and
                  Pasi Liljeberg and
                  Juha Plosila and
                  Hannu Tenhunen},
  editor       = {Boris Rachev and
                  Angel Smrikarov},
  title        = {Optimized multicore architectures for data parallel fast Fourier transform},
  booktitle    = {Computer Systems and Technologies, CompSysTech '13, Ruse, Bulgaria,
                  June 28-29, 2013},
  pages        = {75--82},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2516775.2516808},
  doi          = {10.1145/2516775.2516808},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/compsystech/XuPLPT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ucc/FarahnakianPLP13,
  author       = {Fahimeh Farahnakian and
                  Tapio Pahikkala and
                  Pasi Liljeberg and
                  Juha Plosila},
  title        = {Energy Aware Consolidation Algorithm Based on K-Nearest Neighbor Regression
                  for Cloud Data Centers},
  booktitle    = {{IEEE/ACM} 6th International Conference on Utility and Cloud Computing,
                  {UCC} 2013, Dresden, Germany, December 9-12, 2013},
  pages        = {256--259},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/UCC.2013.51},
  doi          = {10.1109/UCC.2013.51},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ucc/FarahnakianPLP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/almob/PahikkalaOASA12,
  author       = {Tapio Pahikkala and
                  Sebastian Okser and
                  Antti Airola and
                  Tapio Salakoski and
                  Tero Aittokallio},
  title        = {Wrapper-based selection of genetic features in genome-wide association
                  studies through fast matrix operations},
  journal      = {Algorithms Mol. Biol.},
  volume       = {7},
  pages        = {11},
  year         = {2012},
  url          = {https://doi.org/10.1186/1748-7188-7-11},
  doi          = {10.1186/1748-7188-7-11},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/almob/PahikkalaOASA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/GiesekeKAP12,
  author       = {Fabian Gieseke and
                  Oliver Kramer and
                  Antti Airola and
                  Tapio Pahikkala},
  title        = {Efficient recurrent local search strategies for semi- and unsupervised
                  regularized least-squares classification},
  journal      = {Evol. Intell.},
  volume       = {5},
  number       = {3},
  pages        = {189--205},
  year         = {2012},
  url          = {https://doi.org/10.1007/s12065-012-0068-5},
  doi          = {10.1007/S12065-012-0068-5},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/evi/GiesekeKAP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijertcs/PahikkalaAXLTS12,
  author       = {Tapio Pahikkala and
                  Antti Airola and
                  Thomas Canhao Xu and
                  Pasi Liljeberg and
                  Hannu Tenhunen and
                  Tapio Salakoski},
  title        = {Parallelized Online Regularized Least-Squares for Adaptive Embedded
                  Systems},
  journal      = {Int. J. Embed. Real Time Commun. Syst.},
  volume       = {3},
  number       = {2},
  pages        = {73--91},
  year         = {2012},
  url          = {https://doi.org/10.4018/jertcs.2012040104},
  doi          = {10.4018/JERTCS.2012040104},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijertcs/PahikkalaAXLTS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PahikkalaSB12,
  author       = {Tapio Pahikkala and
                  Hanna Suominen and
                  Jorma Boberg},
  title        = {Efficient cross-validation for kernelized least-squares regression
                  with sparse basis expansions},
  journal      = {Mach. Learn.},
  volume       = {87},
  number       = {3},
  pages        = {381--407},
  year         = {2012},
  url          = {https://doi.org/10.1007/s10994-012-5287-6},
  doi          = {10.1007/S10994-012-5287-6},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/PahikkalaSB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/WaegemanPASSB12,
  author       = {Willem Waegeman and
                  Tapio Pahikkala and
                  Antti Airola and
                  Tapio Salakoski and
                  Michiel Stock and
                  Bernard De Baets},
  title        = {A Kernel-Based Framework for Learning Graded Relations From Data},
  journal      = {{IEEE} Trans. Fuzzy Syst.},
  volume       = {20},
  number       = {6},
  pages        = {1090--1101},
  year         = {2012},
  url          = {https://doi.org/10.1109/TFUZZ.2012.2194151},
  doi          = {10.1109/TFUZZ.2012.2194151},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tfs/WaegemanPASSB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/XuPALPST12,
  author       = {Thomas Canhao Xu and
                  Tapio Pahikkala and
                  Antti Airola and
                  Pasi Liljeberg and
                  Juha Plosila and
                  Tapio Salakoski and
                  Hannu Tenhunen},
  editor       = {Geyong Min and
                  Jia Hu and
                  Lei (Chris) Liu and
                  Laurence Tianruo Yang and
                  Seetharami Seelam and
                  Laurent Lef{\`{e}}vre},
  title        = {Implementation and Analysis of Block Dense Matrix Decomposition on
                  Network-on-Chips},
  booktitle    = {14th {IEEE} International Conference on High Performance Computing
                  and Communication {\&} 9th {IEEE} International Conference on
                  Embedded Software and Systems, {HPCC-ICESS} 2012, Liverpool, United
                  Kingdom, June 25-27, 2012},
  pages        = {516--523},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/HPCC.2012.76},
  doi          = {10.1109/HPCC.2012.76},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpcc/XuPALPST12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PahikkalaAGK12,
  author       = {Tapio Pahikkala and
                  Antti Airola and
                  Fabian Gieseke and
                  Oliver Kramer},
  editor       = {Mohammed Javeed Zaki and
                  Arno Siebes and
                  Jeffrey Xu Yu and
                  Bart Goethals and
                  Geoffrey I. Webb and
                  Xindong Wu},
  title        = {Unsupervised Multi-class Regularized Least-Squares Classification},
  booktitle    = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
                  Brussels, Belgium, December 10-13, 2012},
  pages        = {585--594},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICDM.2012.71},
  doi          = {10.1109/ICDM.2012.71},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/PahikkalaAGK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/GiesekeAPK12,
  author       = {Fabian Gieseke and
                  Antti Airola and
                  Tapio Pahikkala and
                  Oliver Kramer},
  editor       = {Pedro Latorre Carmona and
                  J. Salvador S{\'{a}}nchez and
                  Ana L. N. Fred},
  title        = {Sparse Quasi-Newton Optimization for Semi-supervised Support Vector
                  Machines},
  booktitle    = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on
                  Pattern Recognition Applications and Methods, Volume 1, Vilamoura,
                  Algarve, Portugal, 6-8 February, 2012},
  pages        = {45--54},
  publisher    = {SciTePress},
  year         = {2012},
  timestamp    = {Fri, 12 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpram/GiesekeAPK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/para/OkserAASP12,
  author       = {Sebastian Okser and
                  Antti Airola and
                  Tero Aittokallio and
                  Tapio Salakoski and
                  Tapio Pahikkala},
  editor       = {Pekka Manninen and
                  Per {\"{O}}ster},
  title        = {Parallel Feature Selection for Regularized Least-Squares},
  booktitle    = {Applied Parallel and Scientific Computing - 11th International Conference,
                  {PARA} 2012, Helsinki, Finland, June 10-13, 2012, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7782},
  pages        = {280--294},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-36803-5\_20},
  doi          = {10.1007/978-3-642-36803-5\_20},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/para/OkserAASP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-4825,
  author       = {Tapio Pahikkala and
                  Antti Airola and
                  Michiel Stock and
                  Bernard De Baets and
                  Willem Waegeman},
  title        = {Efficient Regularized Least-Squares Algorithms for Conditional Ranking
                  on Relational Data},
  journal      = {CoRR},
  volume       = {abs/1209.4825},
  year         = {2012},
  url          = {http://arxiv.org/abs/1209.4825},
  eprinttype    = {arXiv},
  eprint       = {1209.4825},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1209-4825.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/BjorneHGAPS11,
  author       = {Jari Bj{\"{o}}rne and
                  Juho Heimonen and
                  Filip Ginter and
                  Antti Airola and
                  Tapio Pahikkala and
                  Tapio Salakoski},
  title        = {Extracting Contextualized Complex Biological Events with Rich Graph-Based
                  Feature Sets},
  journal      = {Comput. Intell.},
  volume       = {27},
  number       = {4},
  pages        = {541--557},
  year         = {2011},
  url          = {https://doi.org/10.1111/j.1467-8640.2011.00399.x},
  doi          = {10.1111/J.1467-8640.2011.00399.X},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ci/BjorneHGAPS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/AirolaPWBS11,
  author       = {Antti Airola and
                  Tapio Pahikkala and
                  Willem Waegeman and
                  Bernard De Baets and
                  Tapio Salakoski},
  title        = {An experimental comparison of cross-validation techniques for estimating
                  the area under the {ROC} curve},
  journal      = {Comput. Stat. Data Anal.},
  volume       = {55},
  number       = {4},
  pages        = {1828--1844},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.csda.2010.11.018},
  doi          = {10.1016/J.CSDA.2010.11.018},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/csda/AirolaPWBS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/AirolaPS11,
  author       = {Antti Airola and
                  Tapio Pahikkala and
                  Tapio Salakoski},
  title        = {On Learning and Cross-Validation with Decomposed Nystr{\"{o}}m
                  Approximation of Kernel Matrix},
  journal      = {Neural Process. Lett.},
  volume       = {33},
  number       = {1},
  pages        = {17--30},
  year         = {2011},
  url          = {https://doi.org/10.1007/s11063-010-9159-4},
  doi          = {10.1007/S11063-010-9159-4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/npl/AirolaPS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AirolaPS11,
  author       = {Antti Airola and
                  Tapio Pahikkala and
                  Tapio Salakoski},
  title        = {Training linear ranking SVMs in linearithmic time using red-black
                  trees},
  journal      = {Pattern Recognit. Lett.},
  volume       = {32},
  number       = {9},
  pages        = {1328--1336},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.patrec.2011.03.014},
  doi          = {10.1016/J.PATREC.2011.03.014},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/AirolaPS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurofuse/WaegemanPASB11,
  author       = {Willem Waegeman and
                  Tapio Pahikkala and
                  Antti Airola and
                  Tapio Salakoski and
                  Bernard De Baets},
  editor       = {Pedro Melo{-}Pinto and
                  Pedro Couto and
                  Carlos Ser{\^{o}}dio and
                  J{\'{a}}nos C. Fodor and
                  Bernard De Baets},
  title        = {Learning Valued Relations from Data},
  booktitle    = {Eurofuse 2011 - Workshop on Fuzzy Methods for Knowledge-Based Systems,
                  Douro Wine Region, R{\'{e}}gua, Portugal, 21-23 September 2011},
  series       = {Advances in Intelligent and Soft Computing},
  volume       = {107},
  pages        = {257--268},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24001-0\_24},
  doi          = {10.1007/978-3-642-24001-0\_24},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurofuse/WaegemanPASB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gensips/OkserPAAS11,
  author       = {Sebastian Okser and
                  Tapio Pahikkala and
                  Antti Airola and
                  Tero Aittokallio and
                  Tapio Salakoski},
  title        = {Fast and parallelized greedy forward selection of genetic variants
                  in Genome-wide association studies},
  booktitle    = {2011 {IEEE} International Workshop on Genomic Signal Processing and
                  Statistics, GENSiPS 2011, San Antonio, TX, USA, December 4-6, 2011},
  pages        = {214--217},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/GENSiPS.2011.6169483},
  doi          = {10.1109/GENSIPS.2011.6169483},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gensips/OkserPAAS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AirolaPS11,
  author       = {Antti Airola and
                  Tapio Pahikkala and
                  Tapio Salakoski},
  editor       = {Timo Honkela and
                  Wlodzislaw Duch and
                  Mark A. Girolami and
                  Samuel Kaski},
  title        = {An Improved Training Algorithm for the Linear Ranking Support Vector
                  Machine},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
                  International Conference on Artificial Neural Networks, Espoo, Finland,
                  June 14-17, 2011, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6791},
  pages        = {134--141},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21735-7\_17},
  doi          = {10.1007/978-3-642-21735-7\_17},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/AirolaPS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NaulaPAS11,
  author       = {Pekka Naula and
                  Tapio Pahikkala and
                  Antti Airola and
                  Tapio Salakoski},
  editor       = {Myra Spiliopoulou and
                  Haixun Wang and
                  Diane J. Cook and
                  Jian Pei and
                  Wei Wang and
                  Osmar R. Za{\"{\i}}ane and
                  Xindong Wu},
  title        = {Greedy Regularized Least-Squares for Multi-task Learning},
  booktitle    = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
                  on, Vancouver, BC, Canada, December 11, 2011},
  pages        = {527--533},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICDMW.2011.91},
  doi          = {10.1109/ICDMW.2011.91},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/NaulaPAS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/GiesekeKAP11,
  author       = {Fabian Gieseke and
                  Oliver Kramer and
                  Antti Airola and
                  Tapio Pahikkala},
  editor       = {Joscha Bach and
                  Stefan Edelkamp},
  title        = {Speedy Local Search for Semi-Supervised Regularized Least-Squares},
  booktitle    = {{KI} 2011: Advances in Artificial Intelligence, 34th Annual German
                  Conference on AI, Berlin, Germany, October 4-7,2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7006},
  pages        = {87--98},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24455-1\_8},
  doi          = {10.1007/978-3-642-24455-1\_8},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ki/GiesekeKAP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/peccs/PahikkalaAXLTS11,
  author       = {Tapio Pahikkala and
                  Antti Airola and
                  Thomas Canhao Xu and
                  Pasi Liljeberg and
                  Hannu Tenhunen and
                  Tapio Salakoski},
  editor       = {C{\'{e}}sar Benavente{-}Peces and
                  Joaquim Filipe},
  title        = {A Parallel Online Regularized Least-squares Machine Learning Algorithm
                  for Future Multi-core Processors},
  booktitle    = {{PECCS} 2011 - Proceedings of the 1st International Conference on
                  Pervasive and Embedded Computing and Communication Systems, Vilamoura,
                  Algarve, Portugal, 5-7 March, 2011},
  pages        = {590--599},
  publisher    = {SciTePress},
  year         = {2011},
  timestamp    = {Mon, 14 Nov 2011 10:29:31 +0100},
  biburl       = {https://dblp.org/rec/conf/peccs/PahikkalaAXLTS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scai/NaulaPAS11,
  author       = {Pekka Naula and
                  Tapio Pahikkala and
                  Antti Airola and
                  Tapio Salakoski},
  editor       = {Anders Kofod{-}Petersen and
                  Fredrik Heintz and
                  Helge Langseth},
  title        = {Learning Multi-Label Predictors under Sparsity Budget},
  booktitle    = {Eleventh Scandinavian Conference on Artificial Intelligence, {SCAI}
                  2011, Trondheim, Norway, May 24th - 26th, 2011},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {227},
  pages        = {30--39},
  publisher    = {{IOS} Press},
  year         = {2011},
  url          = {https://doi.org/10.3233/978-1-60750-754-3-30},
  doi          = {10.3233/978-1-60750-754-3-30},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/scai/NaulaPAS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-6473,
  author       = {Willem Waegeman and
                  Tapio Pahikkala and
                  Antti Airola and
                  Tapio Salakoski and
                  Michiel Stock and
                  Bernard De Baets},
  title        = {A kernel-based framework for learning graded relations from data},
  journal      = {CoRR},
  volume       = {abs/1111.6473},
  year         = {2011},
  url          = {http://arxiv.org/abs/1111.6473},
  eprinttype    = {arXiv},
  eprint       = {1111.6473},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1111-6473.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/PahikkalaWTSB10,
  author       = {Tapio Pahikkala and
                  Willem Waegeman and
                  Evgeni Tsivtsivadze and
                  Tapio Salakoski and
                  Bernard De Baets},
  title        = {Learning intransitive reciprocal relations with kernel methods},
  journal      = {Eur. J. Oper. Res.},
  volume       = {206},
  number       = {3},
  pages        = {676--685},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.ejor.2010.03.018},
  doi          = {10.1016/J.EJOR.2010.03.018},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eor/PahikkalaWTSB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PahikkalaAS10,
  author       = {Tapio Pahikkala and
                  Antti Airola and
                  Tapio Salakoski},
  editor       = {Sorin Draghici and
                  Taghi M. Khoshgoftaar and
                  Vasile Palade and
                  Witold Pedrycz and
                  M. Arif Wani and
                  Xingquan Zhu},
  title        = {Speeding Up Greedy Forward Selection for Regularized Least-Squares},
  booktitle    = {The Ninth International Conference on Machine Learning and Applications,
                  {ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
  pages        = {325--330},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICMLA.2010.55},
  doi          = {10.1109/ICMLA.2010.55},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/PahikkalaAS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AirolaPBS10,
  author       = {Antti Airola and
                  Tapio Pahikkala and
                  Jorma Boberg and
                  Tapio Salakoski},
  editor       = {Sorin Draghici and
                  Taghi M. Khoshgoftaar and
                  Vasile Palade and
                  Witold Pedrycz and
                  M. Arif Wani and
                  Xingquan Zhu},
  title        = {Applying Permutation Tests for Assessing the Statistical Significance
                  of Wrapper Based Feature Selection},
  booktitle    = {The Ninth International Conference on Machine Learning and Applications,
                  {ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
  pages        = {989--994},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICMLA.2010.158},
  doi          = {10.1109/ICMLA.2010.158},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/AirolaPBS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PahikkalaWASB10,
  author       = {Tapio Pahikkala and
                  Willem Waegeman and
                  Antti Airola and
                  Tapio Salakoski and
                  Bernard De Baets},
  editor       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Francesco Bonchi and
                  Aristides Gionis and
                  Mich{\`{e}}le Sebag},
  title        = {Conditional Ranking on Relational Data},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6322},
  pages        = {499--514},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15883-4\_32},
  doi          = {10.1007/978-3-642-15883-4\_32},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/PahikkalaWASB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AirolaPWBS10,
  author       = {Antti Airola and
                  Tapio Pahikkala and
                  Willem Waegeman and
                  Bernard De Baets and
                  Tapio Salakoski},
  editor       = {Saso Dzeroski and
                  Pierre Geurts and
                  Juho Rousu},
  title        = {A comparison of {AUC} estimators in small-sample studies},
  booktitle    = {Proceedings of the third International Workshop on Machine Learning
                  in Systems Biology, {MLSB} 2009, Ljubljana, Slovenia, September 5-6,
                  2009},
  series       = {{JMLR} Proceedings},
  volume       = {8},
  pages        = {3--13},
  publisher    = {JMLR.org},
  year         = {2010},
  url          = {http://proceedings.mlr.press/v8/airola10a.html},
  timestamp    = {Wed, 29 May 2019 08:41:46 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/AirolaPWBS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/TsivtsivadzePBSH10,
  author       = {Evgeni Tsivtsivadze and
                  Tapio Pahikkala and
                  Jorma Boberg and
                  Tapio Salakoski and
                  Tom Heskes},
  editor       = {Johannes F{\"{u}}rnkranz and
                  Eyke H{\"{u}}llermeier},
  title        = {Co-Regularized Least-Squares for Label Ranking},
  booktitle    = {Preference Learning},
  pages        = {107--123},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-14125-6\_6},
  doi          = {10.1007/978-3-642-14125-6\_6},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/daglib/p/TsivtsivadzePBSH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/TsivtsivadzePBS09,
  author       = {Evgeni Tsivtsivadze and
                  Tapio Pahikkala and
                  Jorma Boberg and
                  Tapio Salakoski},
  title        = {Locality kernels for sequential data and their applications to parse
                  ranking},
  journal      = {Appl. Intell.},
  volume       = {31},
  number       = {1},
  pages        = {81--88},
  year         = {2009},
  url          = {https://doi.org/10.1007/s10489-008-0114-2},
  doi          = {10.1007/S10489-008-0114-2},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/TsivtsivadzePBS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PahikkalaPBJS09,
  author       = {Tapio Pahikkala and
                  Sampo Pyysalo and
                  Jorma Boberg and
                  Jouni J{\"{a}}rvinen and
                  Tapio Salakoski},
  title        = {Matrix representations, linear transformations, and kernels for disambiguation
                  in natural language},
  journal      = {Mach. Learn.},
  volume       = {74},
  number       = {2},
  pages        = {133--158},
  year         = {2009},
  url          = {https://doi.org/10.1007/s10994-008-5082-6},
  doi          = {10.1007/S10994-008-5082-6},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/PahikkalaPBJS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PahikkalaTAJB09,
  author       = {Tapio Pahikkala and
                  Evgeni Tsivtsivadze and
                  Antti Airola and
                  Jouni J{\"{a}}rvinen and
                  Jorma Boberg},
  title        = {An efficient algorithm for learning to rank from preference graphs},
  journal      = {Mach. Learn.},
  volume       = {75},
  number       = {1},
  pages        = {129--165},
  year         = {2009},
  url          = {https://doi.org/10.1007/s10994-008-5097-z},
  doi          = {10.1007/S10994-008-5097-Z},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/PahikkalaTAJB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/BjorneHGAPS09,
  author       = {Jari Bj{\"{o}}rne and
                  Juho Heimonen and
                  Filip Ginter and
                  Antti Airola and
                  Tapio Pahikkala and
                  Tapio Salakoski},
  title        = {Extracting Complex Biological Events with Rich Graph-Based Feature
                  Sets},
  booktitle    = {Proceedings of the BioNLP 2009 Workshop Companion Volume for Shared
                  Task, BioNLP@HLT-NAACL 2009 - Shared Task, Boulder, Colorado, USA,
                  June 5, 2009},
  pages        = {10--18},
  publisher    = {Association for Computational Linguistics},
  year         = {2009},
  url          = {https://aclanthology.org/W09-1402/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bionlp/BjorneHGAPS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/PahikkalaSBS09,
  author       = {Tapio Pahikkala and
                  Hanna Suominen and
                  Jorma Boberg and
                  Tapio Salakoski},
  editor       = {Mikko Kolehmainen and
                  Pekka J. Toivanen and
                  Bartlomiej Beliczynski},
  title        = {Efficient Hold-Out for Subset of Regressors},
  booktitle    = {Adaptive and Natural Computing Algorithms, 9th International Conference,
                  {ICANNGA} 2009, Kuopio, Finland, April 23-25, 2009, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {5495},
  pages        = {350--359},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04921-7\_36},
  doi          = {10.1007/978-3-642-04921-7\_36},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icannga/PahikkalaSBS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GiesekePK09,
  author       = {Fabian Gieseke and
                  Tapio Pahikkala and
                  Oliver Kramer},
  editor       = {Andrea Pohoreckyj Danyluk and
                  L{\'{e}}on Bottou and
                  Michael L. Littman},
  title        = {Fast evolutionary maximum margin clustering},
  booktitle    = {Proceedings of the 26th Annual International Conference on Machine
                  Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {382},
  pages        = {361--368},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1553374.1553421},
  doi          = {10.1145/1553374.1553421},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/GiesekePK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/AirolaPBPGS08,
  author       = {Antti Airola and
                  Sampo Pyysalo and
                  Jari Bj{\"{o}}rne and
                  Tapio Pahikkala and
                  Filip Ginter and
                  Tapio Salakoski},
  title        = {All-paths graph kernel for protein-protein interaction extraction
                  with evaluation of cross-corpus learning},
  journal      = {{BMC} Bioinform.},
  volume       = {9},
  number       = {{S-11}},
  year         = {2008},
  url          = {https://doi.org/10.1186/1471-2105-9-S11-S2},
  doi          = {10.1186/1471-2105-9-S11-S2},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcbi/AirolaPBPGS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/AirolaPBPGS08,
  author       = {Antti Airola and
                  Sampo Pyysalo and
                  Jari Bj{\"{o}}rne and
                  Tapio Pahikkala and
                  Filip Ginter and
                  Tapio Salakoski},
  editor       = {Dina Demner{-}Fushman and
                  Sophia Ananiadou and
                  Kevin Bretonnel Cohen and
                  John Pestian and
                  Jun'ichi Tsujii and
                  Bonnie L. Webber},
  title        = {A Graph Kernel for Protein-Protein Interaction Extraction},
  booktitle    = {Proceedings of the Workshop on Current Trends in Biomedical Natural
                  Language Processing, BioNLP 2008, Columbus, Ohio, USA, June 19, 2008},
  pages        = {1--9},
  publisher    = {Association for Computational Linguistics},
  year         = {2008},
  url          = {https://aclanthology.org/W08-0601/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bionlp/AirolaPBPGS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scai/PahikkalaASBS08,
  author       = {Tapio Pahikkala and
                  Antti Airola and
                  Hanna Suominen and
                  Jorma Boberg and
                  Tapio Salakoski},
  editor       = {Anders Holst and
                  Per Kreuger and
                  Peter Funk},
  title        = {Efficient {AUC} Maximization with Regularized Least-Squares},
  booktitle    = {Tenth Scandinavian Conference on Artificial Intelligence, {SCAI} 2008,
                  Stockholm, Sweden, May 26-28, 2008},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {173},
  pages        = {12--19},
  publisher    = {{IOS} Press},
  year         = {2008},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=8972},
  timestamp    = {Mon, 15 Feb 2021 14:16:47 +0100},
  biburl       = {https://dblp.org/rec/conf/scai/PahikkalaASBS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scai/TsivtsivadzePABS08,
  author       = {Evgeni Tsivtsivadze and
                  Tapio Pahikkala and
                  Antti Airola and
                  Jorma Boberg and
                  Tapio Salakoski},
  editor       = {Anders Holst and
                  Per Kreuger and
                  Peter Funk},
  title        = {A Sparse Regularized Least-Squares Preference Learning Algorithm},
  booktitle    = {Tenth Scandinavian Conference on Artificial Intelligence, {SCAI} 2008,
                  Stockholm, Sweden, May 26-28, 2008},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {173},
  pages        = {76--83},
  publisher    = {{IOS} Press},
  year         = {2008},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=8980},
  timestamp    = {Wed, 14 Mar 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/scai/TsivtsivadzePABS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/TsivtsivadzePBS08,
  author       = {Evgeni Tsivtsivadze and
                  Tapio Pahikkala and
                  Jorma Boberg and
                  Tapio Salakoski},
  editor       = {Ying Liu and
                  Aixin Sun and
                  Han Tong Loh and
                  Wen Feng Lu and
                  Ee{-}Peng Lim},
  title        = {Kernels for Text Analysis},
  booktitle    = {Advances of Computational Intelligence in Industrial Systems},
  series       = {Studies in Computational Intelligence},
  volume       = {116},
  pages        = {81--97},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78297-1\_4},
  doi          = {10.1007/978-3-540-78297-1\_4},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/TsivtsivadzePBS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/AittokallioMPPN07,
  author       = {Tero Aittokallio and
                  Jani S. Malminen and
                  Tapio Pahikkala and
                  Olli Polo and
                  Olli Nevalainen},
  title        = {Inspiratory flow shape clustering: An automated method to monitor
                  upper airway performance during sleep},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {85},
  number       = {1},
  pages        = {8--18},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.cmpb.2006.09.012},
  doi          = {10.1016/J.CMPB.2006.09.012},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmpb/AittokallioMPPN07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/HiissaPSLBKSS07,
  author       = {Marketta Hiissa and
                  Tapio Pahikkala and
                  Hanna Suominen and
                  Tuija Lehtikunnas and
                  Barbro Back and
                  Helena Karsten and
                  Sanna Salanter{\"{a}} and
                  Tapio Salakoski},
  title        = {Towards automated classification of intensive care nursing narratives},
  journal      = {Int. J. Medical Informatics},
  volume       = {76},
  number       = {{S3}},
  pages        = {S362--S368},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.ijmedinf.2007.03.003},
  doi          = {10.1016/J.IJMEDINF.2007.03.003},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmi/HiissaPSLBKSS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/PyysaloGPBJS06,
  author       = {Sampo Pyysalo and
                  Filip Ginter and
                  Tapio Pahikkala and
                  Jorma Boberg and
                  Jouni J{\"{a}}rvinen and
                  Tapio Salakoski},
  title        = {Evaluation of two dependency parsers on biomedical corpus targeted
                  at protein-protein interactions},
  journal      = {Int. J. Medical Informatics},
  volume       = {75},
  number       = {6},
  pages        = {430--442},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.ijmedinf.2005.06.009},
  doi          = {10.1016/J.IJMEDINF.2005.06.009},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmi/PyysaloGPBJS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fintal/PahikkalaBMS06,
  author       = {Tapio Pahikkala and
                  Jorma Boberg and
                  Aleksandr Myll{\"{a}}ri and
                  Tapio Salakoski},
  editor       = {Tapio Salakoski and
                  Filip Ginter and
                  Sampo Pyysalo and
                  Tapio Pahikkala},
  title        = {Incorporating External Information in Bayesian Classifiers Via Linear
                  Feature Transformations},
  booktitle    = {Advances in Natural Language Processing, 5th International Conference
                  on NLP, FinTAL 2006, Turku, Finland, August 23-25, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4139},
  pages        = {399--410},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11816508\_41},
  doi          = {10.1007/11816508\_41},
  timestamp    = {Sat, 30 Sep 2023 09:41:16 +0200},
  biburl       = {https://dblp.org/rec/conf/fintal/PahikkalaBMS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/TsivtsivadzePBS06,
  author       = {Evgeni Tsivtsivadze and
                  Tapio Pahikkala and
                  Jorma Boberg and
                  Tapio Salakoski},
  editor       = {Moonis Ali and
                  Richard Dapoigny},
  title        = {Locality-Convolution Kernel and Its Application to Dependency Parse
                  Ranking},
  booktitle    = {Advances in Applied Artificial Intelligence, 19th International Conference
                  on Industrial, Engineering and Other Applications of Applied Intelligent
                  Systems, {IEA/AIE} 2006, Annecy, France, June 27-30, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4031},
  pages        = {610--618},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11779568\_66},
  doi          = {10.1007/11779568\_66},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieaaie/TsivtsivadzePBS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/SuominenPHLBKSS06,
  author       = {Hanna Suominen and
                  Tapio Pahikkala and
                  Marketta Hiissa and
                  Tuija Lehtikunnas and
                  Barbro Back and
                  Helena Karsten and
                  Sanna Salanter{\"{a}} and
                  Tapio Salakoski},
  editor       = {Bogdan Gabrys and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Relevance Ranking of Intensive Care Nursing Narratives},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 10th
                  International Conference, {KES} 2006, Bournemouth, UK, October 9-11,
                  2006, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4251},
  pages        = {720--727},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11892960\_87},
  doi          = {10.1007/11892960\_87},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/SuominenPHLBKSS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/HiissaPSLBKSS06,
  author       = {Marketta Hiissa and
                  Tapio Pahikkala and
                  Hanna Suominen and
                  Tuija Lehtikunnas and
                  Barbro Back and
                  Helena Karsten and
                  Sanna Salanter{\"{a}} and
                  Tapio Salakoski},
  editor       = {Arie Hasman and
                  Reinhold Haux and
                  Johan van der Lei and
                  Etienne De Clercq and
                  Francis H. Roger France},
  title        = {Towards Automated Classification of Intensive Care Nursing Narratives},
  booktitle    = {Ubiquity: Technologies for Better Health in Aging Societies - Proceedings
                  of MIE2006, The XXst International Congress of the European Federation
                  for Medical Informatics, Maastricht, The Netherlands, August 27-30,
                  2006},
  series       = {Studies in Health Technology and Informatics},
  volume       = {124},
  pages        = {789--794},
  publisher    = {{IOS} Press},
  year         = {2006},
  url          = {https://doi.org/10.3233/978-1-58603-647-8-789},
  doi          = {10.3233/978-1-58603-647-8-789},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mie/HiissaPSLBKSS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/fintal/2006,
  editor       = {Tapio Salakoski and
                  Filip Ginter and
                  Sampo Pyysalo and
                  Tapio Pahikkala},
  title        = {Advances in Natural Language Processing, 5th International Conference
                  on NLP, FinTAL 2006, Turku, Finland, August 23-25, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4139},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11816508},
  doi          = {10.1007/11816508},
  isbn         = {3-540-37334-9},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fintal/2006.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/PahikkalaGBJS05,
  author       = {Tapio Pahikkala and
                  Filip Ginter and
                  Jorma Boberg and
                  Jouni J{\"{a}}rvinen and
                  Tapio Salakoski},
  title        = {Contextual weighting for Support Vector Machines in literature mining:
                  an application to gene versus protein name disambiguation},
  journal      = {{BMC} Bioinform.},
  volume       = {6},
  pages        = {157},
  year         = {2005},
  url          = {https://doi.org/10.1186/1471-2105-6-157},
  doi          = {10.1186/1471-2105-6-157},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/PahikkalaGBJS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/PahikkalaPGBJS05,
  author       = {Tapio Pahikkala and
                  Sampo Pyysalo and
                  Filip Ginter and
                  Jorma Boberg and
                  Jouni J{\"{a}}rvinen and
                  Tapio Salakoski},
  editor       = {Ingrid Russell and
                  Zdravko Markov},
  title        = {Kernels Incorporating Word Positional Information in Natural Language
                  Disambiguation Tasks},
  booktitle    = {Proceedings of the Eighteenth International Florida Artificial Intelligence
                  Research Society Conference, Clearwater Beach, Florida, {USA}},
  pages        = {442--448},
  publisher    = {{AAAI} Press},
  year         = {2005},
  url          = {http://www.aaai.org/Library/FLAIRS/2005/flairs05-073.php},
  timestamp    = {Wed, 26 Oct 2022 08:35:28 +0200},
  biburl       = {https://dblp.org/rec/conf/flairs/PahikkalaPGBJS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/TsivtsivadzePPBMS05,
  author       = {Evgeni Tsivtsivadze and
                  Tapio Pahikkala and
                  Sampo Pyysalo and
                  Jorma Boberg and
                  Aleksandr Myll{\"{a}}ri and
                  Tapio Salakoski},
  editor       = {A. Fazel Famili and
                  Joost N. Kok and
                  Jos{\'{e}} Mar{\'{\i}}a Pe{\~{n}}a S{\'{a}}nchez and
                  Arno Siebes and
                  A. J. Feelders},
  title        = {Regularized Least-Squares for Parse Ranking},
  booktitle    = {Advances in Intelligent Data Analysis VI, 6th International Symposium
                  on Intelligent Data Analysis, {IDA} 2005, Madrid, Spain, September
                  8-10, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3646},
  pages        = {464--474},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11552253\_42},
  doi          = {10.1007/11552253\_42},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ida/TsivtsivadzePPBMS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/PyysaloGPBJSK04,
  author       = {Sampo Pyysalo and
                  Filip Ginter and
                  Tapio Pahikkala and
                  Jorma Boberg and
                  Jouni J{\"{a}}rvinen and
                  Tapio Salakoski and
                  Jeppe Koivula},
  editor       = {Nigel Collier and
                  Patrick Ruch and
                  Adeline Nazarenko},
  title        = {Analysis of Link Grammar on Biomedical Dependency Corpus Targeted
                  at Protein-Protein Interactions},
  booktitle    = {Proceedings of the International Joint Workshop on Natural Language
                  Processing in Biomedicine and its Applications, NLPBA/BioNLP 2004,
                  Geneva, Switzerland, August 28-29, 2004},
  year         = {2004},
  url          = {https://aclanthology.org/W04-1203/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bionlp/PyysaloGPBJSK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/GinterPPBJS04,
  author       = {Filip Ginter and
                  Tapio Pahikkala and
                  Sampo Pyysalo and
                  Jorma Boberg and
                  Jouni J{\"{a}}rvinen and
                  Tapio Salakoski},
  editor       = {Shusaku Tsumoto and
                  Roman Slowinski and
                  Henryk Jan Komorowski and
                  Jerzy W. Grzymala{-}Busse},
  title        = {Extracting Protein-Protein Interaction Sentences by Applying Rough
                  Set Data Analysis},
  booktitle    = {Rough Sets and Current Trends in Computing, 4th International Conference,
                  {RSCTC} 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3066},
  pages        = {780--785},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-25929-9\_99},
  doi          = {10.1007/978-3-540-25929-9\_99},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/GinterPPBJS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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