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BibTeX records: Tapio Pahikkala
@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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