Kai Puolamäki

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Samuel KaskiProfessor, Aalto University and University of ManchesterVerified email at aalto.fi
Mikael ForteliusEmeritus Professor of Evolutionary Palaeontology, University of HelsinkiVerified email at helsinki.fi
Emilia OikarinenUniversity lecturer, docent, University of HelsinkiVerified email at helsinki.fi
Jussi T. EronenProfessor, University of Helsinki (Finland), and affiliate researcher at BIOSVerified email at helsinki.fi
Jefrey LijffijtProfessor at Ghent University - Data Science, Visualisation, ML & AIVerified email at ugent.be
Panagiotis PapapetrouProfessor, Stockholm University, SwedenVerified email at dsv.su.se
Katri HuituProfessor of Particles Physics, Helsinki UniversityVerified email at helsinki.fi
Heikki MannilaAalto UniversityVerified email at aalto.fi
Antti UkkonenSpeechly & University of HelsinkiVerified email at helsinki.fi
Jarkko SalojärviAssistant Professor, Nanyang Technological UniversityVerified email at ntu.edu.sg
Antti AjankiAalto UniversityVerified email at aalto.fi
Christine Marie JanisHonorary Professor, Bristol Palaeobiology Group, School of Earth Sciences, University of Bristol,Verified email at brown.edu
Jaana SimolaDepartment of Education, University of HelsinkiVerified email at helsinki.fi
Rafael SavvidesUniversity of HelsinkiVerified email at helsinki.fi
Liping LiuUniversity of HelsinkiVerified email at helsinki.fi
Anton BjörklundUniversity of Helsinki, Department of Computer ScienceVerified email at helsinki.fi
Sasu TarkomaProfessor of Computer Science, University of HelsinkiVerified email at helsinki.fi
Pran PanditaDAE Raja Ramanna Fellow, Centre for High Energy Physics, Indian Institute of Science, BangaloreVerified email at associates.iucaa.in
Mark BillinghurstEmpathic Computing Laboratory, University of South Australia, Auckland Bioengineering InstituteVerified email at unisa.edu.au
Mikko KurimoProfessor in Speech and Language Processing, Aalto University, FinlandVerified email at aalto.fi

Kai Puolamäki

Professor, University of Helsinki, Finland

Verified email at helsinki.fi - Homepage

Data mining machine learning artificial intelligence atmospheric sciences #UnivHelsinkiCS


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A peek into the black box: exploring classifiers by randomization A Henelius, K Puolamäki, H Boström, L Asker, P Papapetrou Data mining and knowledge discovery 28, 1503-1529, 2014	174	2014
Low-cost outdoor air quality monitoring and sensor calibration: A survey and critical analysis F Concas, J Mineraud, E Lagerspetz, S Varjonen, X Liu, K Puolamäki, ... ACM Transactions on Sensor Networks (TOSN) 17 (2), 1-44, 2021	169	2021
Precipitation and large herbivorous mammals II: application to fossil data JT Eronen, K Puolamäki, L Liu, K Lintulaakso, J Damuth, C Janis, ... Evolutionary Ecology Research 12 (2), 235-248, 2010	157	2010
An augmented reality interface to contextual information A Ajanki, M Billinghurst, H Gamper, T Järvenpää, M Kandemir, S Kaski, ... Virtual reality 15, 161-173, 2011	140	2011
Evolution of Neogene mammals in Eurasia: environmental forcing and biotic interactions M Fortelius, JT Eronen, F Kaya, H Tang, P Raia, K Puolamäki Annual Review of Earth and Planetary Sciences 42 (1), 579-604, 2014	136	2014
Precipitation and large herbivorous mammals I: estimates from present-day communities JT Eronen, K Puolamäki, L Liu, K Lintulaakso, J Damuth, C Janis, ... Evolutionary Ecology Research 12 (2), 217-233, 2010	135	2010
Significance testing of word frequencies in corpora J Lijffijt, T Nevalainen, T Säily, P Papapetrou, K Puolamäki, H Mannila Digital Scholarship in the Humanities 31 (2), 374-397, 2016	133	2016
Neogene aridification of the Northern Hemisphere JT Eronen, M Fortelius, A Micheels, FT Portmann, K Puolamäki, CM Janis Geology 40 (9), 823-826, 2012	122	2012
Randomization techniques for graphs S Hanhijärvi, GC Garriga, K Puolamäki Proceedings of the 2009 SIAM international conference on data mining, 780-791, 2009	109	2009
Combining eye movements and collaborative filtering for proactive information retrieval K Puolamäki, J Salojärvi, E Savia, J Simola, S Kaski Proceedings of the 28th annual international ACM SIGIR Conference on …, 2005	109	2005
Dental functional traits of mammals resolve productivity in terrestrial ecosystems past and present L Liu, K Puolamäki, JT Eronen, MM Ataabadi, E Hernesniemi, M Fortelius Proceedings of the Royal Society B: Biological Sciences 279 (1739), 2793-2799, 2012	94	2012
Tell me something I don't know: randomization strategies for iterative data mining S Hanhijärvi, M Ojala, N Vuokko, K Puolamäki, N Tatti, H Mannila Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	91	2009
Inferring relevance from eye movements: Feature extraction J Salojärvi, K Puolamäki, J Simola, L Kovanen, I Kojo, S Kaski Workshop at NIPS, 45, 2005	84	2005
Biosignals reflect pair-dynamics in collaborative work: EDA and ECG study of pair-programming in a classroom environment L Ahonen, BU Cowley, A Hellas, K Puolamäki Scientific reports 8 (1), 3138, 2018	79	2018
Can eyes reveal interest? Implicit queries from gaze patterns A Ajanki, DR Hardoon, S Kaski, K Puolamäki, J Shawe-Taylor User Modeling and User-Adapted Interaction 19, 307-339, 2009	79	2009
Algorithms for discovering bucket orders from data A Gionis, H Mannila, K Puolamäki, A Ukkonen Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	77	2006
Phenomenological constraints on SUSY SU (5) GUTs with nonuniversal gaugino masses K Huitu, Y Kawamura, T Kobayashi, K Puolamäki Physical Review D 61 (3), 035001, 1999	66	1999
Seriation in paleontological data using Markov Chain Monte Carlo methods K Puolamäki, M Fortelius, H Mannila PLoS computational biology 2 (2), e6, 2006	62	2006
Cognitive collaboration found in cardiac physiology: Study in classroom environment L Ahonen, B Cowley, J Torniainen, A Ukkonen, A Vihavainen, ... PloS one 11 (7), e0159178, 2016	61	2016
Interpreting classifiers through attribute interactions in datasets A Henelius, K Puolamäki, A Ukkonen arXiv preprint arXiv:1707.07576, 2017	58	2017

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