Semi-Supervised Approach to Detect Human Discontent from Real-Life Behaviour Data.

Vesa Kyllönen Elena Vildjiounaite Vesa Kyllönen Johanna Kallio Pauli Räsänen Semi-Supervised Approach to Detect Human Discontent from Real-Life Behaviour Data. CBMI 2025 1-7 conf/cbmi/2025 https://doi.org/10.1109/CBMI66578.2025.11339272 db/conf/cbmi/cbmi2025.html#VildjiounaiteFKKR25 streams/conf/cbmi Simão Ferreira Fátima Rodrigues 0001 Johanna Kallio Filipe Coelho Vesa Kyllönen Nuno Rocha Matilde A. Rodrigues Elena Vildjiounaite From Controlled to Chaotic: Disparities in Laboratory vs Real-World Stress Detection. 1-7 2024 CBMI https://doi.org/10.1109/CBMI62980.2024.10859254 conf/cbmi/2024 db/conf/cbmi/cbmi2024.html#FerreiraRKCKRRV24 streams/conf/cbmi

Janne Takalo-Mattila Mikko Heiskanen Vesa Kyllönen Leena Määttä Agne Bogdanoff Explainable Steel Quality Prediction System Based on Gradient Boosting Decision Trees. 68099-68110 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3185607 db/journals/access/access10.html#Takalo-MattilaH22

Elena Vildjiounaite Johanna Kallio Julia Kantorovitch Vesa Kyllönen Pauli Räsänen Jussi Ronkainen Towards Social Enterprise with Internet of Office Desks. 361-374 2020 HCC https://doi.org/10.1007/978-3-030-62803-1_29 conf/hcc/2020 db/conf/hcc/hcc2020.html#VildjiounaiteKK20

Elena Vildjiounaite Ville Huotari Johanna Kallio Vesa Kyllönen Satu-Marja Mäkelä Georgy L. Gimel'farb Unobtrusive assessment of stress of office workers via analysis of their motion trajectories. 2019 58 Pervasive Mob. Comput. https://doi.org/10.1016/j.pmcj.2019.05.009 https://www.wikidata.org/entity/Q127781177 db/journals/percom/percom58.html#VildjiounaiteHK19

Johanna Kallio Elena Vildjiounaite Vesa Kyllönen Jussi Ronkainen Jani Koivusaari Salla Muuraiskangas Pauli Räsänen Heidi Similä Kaisa Vehmas Classifying Teachers' Self-reported Productivity, Stress and Indoor Environmental Quality Using Environmental Sensors. 27-40 2019 AmI https://doi.org/10.1007/978-3-030-34255-5_3 conf/ami/2019 db/conf/ami/ami2019.html#KallioVKRKMRSV19

Elena Vildjiounaite Johanna Kallio Vesa Kyllönen Mikko Nieminen Ilmari Määttänen Mikko Lindholm Jani Mäntyjärvi Georgy L. Gimel'farb Unobtrusive stress detection on the basis of smartphone usage data. 671-688 2018 22 Pers. Ubiquitous Comput. 4 https://doi.org/10.1007/s00779-017-1108-z db/journals/puc/puc22.html#VildjiounaiteKK18

Elena Vildjiounaite Johanna Kallio Vesa Kyllönen Mikko Nieminen Ilmari Määttänen Mikko Lindholm Jani Mäntyjärvi Georgy L. Gimel'farb Correction to: Unobtrusive stress detection on the basis of smartphone usage data. 689 2018 22 Pers. Ubiquitous Comput. 4 https://doi.org/10.1007/s00779-018-1170-1 db/journals/puc/puc22.html#VildjiounaiteKK18a

Satu Tamminen Henna Tiensuu Eija Ferreira Heli Helaakoski Vesa Kyllönen Juha Jokisaari Esa Puukko From Measurements to Knowledge - Online Quality Monitoring and Smart Manufacturing. 17-28 2018 ICDM https://doi.org/10.1007/978-3-319-95786-9_2 conf/incdm/2018 db/conf/incdm/incdm2018.html#TamminenTFHKJP18

Elena Vildjiounaite Satu-Marja Mäkelä Tommi Keränen Vesa Kyllönen Ville Huotari Sari Järvinen Georgy L. Gimel'farb Unsupervised illness recognition via in-home monitoring by depth cameras. 166-187 2017 38 Pervasive Mob. Comput. https://doi.org/10.1016/j.pmcj.2016.07.004 db/journals/percom/percom38.html#VildjiounaiteMK17

Elena Vildjiounaite Johanna Kallio Jani Mäntyjärvi Vesa Kyllönen Mikko Lindholm Georgy L. Gimel'farb Unsupervised Stress Detection Algorithm and Experiments with Real Life Data. 95-107 2017 EPIA https://doi.org/10.1007/978-3-319-65340-2_9 conf/epia/2017 db/conf/epia/epia2017.html#VildjiounaiteKM17 Elena Vildjiounaite Satu-Marja Mäkelä Sari Järvinen Tommi Keränen Vesa Kyllönen Predicting Consumers' Locations in Dynamic Environments via 3D Sensor-Based Tracking. 100-105 2014 NGMAST https://doi.org/10.1109/NGMAST.2014.11 conf/ngmast/2014 db/conf/ngmast/ngmast2014.html#VildjiounaiteMJKK14

Elena Vildjiounaite Daniel Schreiber Vesa Kyllönen Marcus Ständer Ilkka Niskanen Jani Mäntyjärvi Prediction of interface preferences with a classifier selection approach. 321-349 2013 7 J. Multimodal User Interfaces 4 https://doi.org/10.1007/s12193-013-0127-y db/journals/jmui/jmui7.html#VildjiounaiteSK13

Tapio Heikkilä Esko Strömmer Sauli Kivikunnas Markku Järviluoma Marko Korkalainen Vesa Kyllönen Esa-Matti Sarjanoja Irina Peltomaa Low intrusive Ehealth monitoring: human posture and activity level detection with an intelligent furniture network. 2013 20 IEEE Wirel. Commun. 4 https://doi.org/10.1109/MWC.2013.6590051 db/journals/wc/wc20.html#HeikkilaSKJKKSP13

Elena Vildjiounaite Vesa Kyllönen Satu-Marja Mäkelä Olli Vuorinen Tommi Keränen Johannes Peltola Georgy L. Gimel'farb Semi-supervised context adaptation: case study of audience excitement recognition. 231-250 2012 18 Multim. Syst. 3 https://doi.org/10.1007/s00530-012-0257-1 db/journals/mms/mms18.html#VildjiounaiteKMVKPG12

Elena Vildjiounaite Vesa Kyllönen Jani Mäntyjärvi If their car talks to them, shall a kitchen talk too?: cross- context mediation of interaction preferences. 111-116 2011 EICS https://doi.org/10.1145/1996461.1996503 conf/eics/2011 db/conf/eics/eics2011.html#VildjiounaiteKM11 Elena Vildjiounaite Julia Kantorovitch Vesa Kyllönen Ilkka Niskanen Mika Hillukkala Kimmo Virtanen Olli Vuorinen Satu-Marja Mäkelä Tommi Keränen Johannes Peltola Jani Mäntyjärvi Andrew Tokmakoff Designing socially acceptable multimodal interaction in cooking assistants. 415-418 2011 IUI https://doi.org/10.1145/1943403.1943479 conf/iui/2011 db/conf/iui/iui2011.html#VildjiounaiteKKNHVVMKPMT11 Susanna Paasovaara Ari-Heikki Sarjanoja Vesa Kyllönen Jussi Huhtala Jani Mäntyjärvi Jonna Häkkilä Perceptions of visualizing personal mobile communication patterns. 14 2010 MUM https://doi.org/10.1145/1899475.1899489 conf/mum/2010 db/conf/mum/mum2010.html#PaasovaaraSKHMH10

Jukka Mäkelä Kostas Pentikousis Vesa Kyllönen Mobility Trigger Management: Implementation and Evaluation. 211-221 2009 2 Int. J. Commun. Netw. Syst. Sci. 3 https://doi.org/10.4236/ijcns.2009.23023 db/journals/ijcns/ijcns2.html#MakelaPK09

Elena Vildjiounaite Vesa Kyllönen Heikki Ailisto Empirical evaluation of combining unobtrusiveness and security requirements in multimodal biometric systems. 279-292 2009 27 Image Vis. Comput. 3 https://doi.org/10.1016/j.imavis.2007.12.001 db/journals/ivc/ivc27.html#VildjiounaiteKA09

Elena Vildjiounaite Vesa Kyllönen Tero Hannula Petteri Alahuhta Unobtrusive dynamic modelling of TV programme preferences in a Finnish household. 143-157 2009 15 Multim. Syst. 3 https://doi.org/10.1007/s00530-009-0157-1 db/journals/mms/mms15.html#VildjiounaiteKHA09

Elena Vildjiounaite Vesa Kyllönen Olli Vuorinen Satu-Marja Mäkelä Tommi Keränen Markus Niiranen J. Knuutinen Johannes Peltola Requirements and software framework for adaptive multimodal affect recognition. 1-7 2009 ACII https://doi.org/10.1109/ACII.2009.5349393 https://doi.ieeecomputersociety.org/10.1109/ACII.2009.5349393 conf/acii/2009 db/conf/acii/acii2009.html#VildjiounaiteKVMKNKP09 Elena Vildjiounaite Vesa Kyllönen Tero Hannula Petteri Alahuhta Unobtrusive Dynamic Modelling of TV Program Preferences in a Household. 82-91 2008 EuroITV https://doi.org/10.1007/978-3-540-69478-6_9 conf/euroitv/2008 db/conf/euroitv/euroitv2008.html#VildjiounaiteKHA08 Elena Vildjiounaite Satu-Marja Mäkelä Mikko Lindholm Vesa Kyllönen Heikki Ailisto Increasing Security of Mobile Devices by Decreasing User Effort in Verification. 80 2007 ICSNC https://doi.org/10.1109/ICSNC.2007.44 https://doi.ieeecomputersociety.org/10.1109/ICSNC.2007.44 conf/icsnc/2007 db/conf/icsnc/icsnc2007.html#VildjiounaiteMLKA07 Elena Vildjiounaite Otilia Kocsis Vesa Kyllönen Basilis Kladis Context-Dependent User Modelling for Smart Homes. 345-349 2007 conf/um/2007 User Modeling https://doi.org/10.1007/978-3-540-73078-1_42 db/conf/um/um2007.html#VildjiounaiteKKK07

Panu Korpipää Esko-Juhani Malm Tapani Rantakokko Vesa Kyllönen Juha Kela Jani Mäntyjärvi Jonna Häkkilä Ilkka Känsälä Customizing User Interaction in Smart Phones. 82-90 2006 5 IEEE Pervasive Comput. 3 https://doi.org/10.1109/MPRV.2006.49 http://doi.ieeecomputersociety.org/10.1109/MPRV.2006.49 db/journals/pervasive/pervasive5.html#KorpipaaMRKKMHK06

Elena Vildjiounaite Vesa Kyllönen Learning context-dependency of user interests in smart homes: Comparison between SVM and CBR. 52-57 2006 conf/asc/2006 Artificial Intelligence and Soft Computing db/conf/asc/asc2006.html#VildjiounaiteK06 Elena Vildjiounaite Vesa Kyllönen Learning Links Between a User's Calendar and Information Needs. 557-560 2006 conf/ecir/2006 ECIR https://doi.org/10.1007/11735106_64 db/conf/ecir/ecir2006.html#VildjiounaiteK06 Elena Vildjiounaite Satu-Marja Mäkelä Mikko Lindholm Reima Riihimäki Vesa Kyllönen Jani Mäntyjärvi Heikki Ailisto Unobtrusive Multimodal Biometrics for Ensuring Privacy and Information Security with Personal Devices. 187-201 2006 conf/pervasive/2006 Pervasive https://doi.org/10.1007/11748625_12 db/conf/pervasive/pervasive2006.html#VildjiounaiteMLRKMA06 Jukka Mäkelä Ramón Agüero Jari Tenhunen Vesa Kyllönen Johnny Choque Luis Muñoz Paving the way for future mobility mechanisms: A testbed for triggering and moving network support. 2006 conf/tridentcom/2006 TRIDENTCOM db/conf/tridentcom/tridentcom2006.html#MakelaATKCM06 https://doi.org/10.1109/TRIDNT.2006.1649177 http://eudl.eu/doi/10.1109/TRIDNT.2006.1649177 Panu Korpipää Esko-Juhani Malm Ilkka Salminen Tapani Rantakokko Vesa Kyllönen Ilkka Känsälä Context management for end user development of context-aware applications. 304-308 2005 conf/mdm/2005 Mobile Data Management https://doi.org/10.1145/1071246.1071296 db/conf/mdm/mdm2005.html#KorpipaaMSRKK05 Heikki Ailisto Ville Haataja Vesa Kyllönen Mikko Lindholm Wearable Context Aware Terminal for Maintenance Personnel. 149-159 https://doi.org/10.1007/978-3-540-39863-9_12 2003 conf/eusai/2003 EUSAI db/conf/eusai/eusai2003.html#AilistoHKL03 Ramón Agüero Heikki Ailisto Petteri Alahuhta Agne Bogdanoff Johnny Choque Filipe Coelho Eija Ferreira Simão Ferreira Georgy L. Gimel'farb Ville Haataja Jonna Häkkilä Tero Hannula Tapio Heikkilä Mikko Heiskanen Heli Helaakoski Mika Hillukkala Jussi Huhtala Ville Huotari Markku Järviluoma Sari Järvinen Juha Jokisaari Johanna Kallio Ilkka Känsälä Julia Kantorovitch Juha Kela Tommi Keränen Sauli Kivikunnas Basilis Kladis J. Knuutinen Otilia Kocsis Jani Koivusaari Marko Korkalainen Panu Korpipää Mikko Lindholm Leena Määttä Ilmari Määttänen Jukka Mäkelä Satu-Marja Mäkelä Esko-Juhani Malm Jani Mäntyjärvi Luis Muñoz Salla Muuraiskangas Mikko Nieminen Markus Niiranen Ilkka Niskanen Susanna Paasovaara Johannes Peltola Irina Peltomaa Kostas Pentikousis Esa Puukko Tapani Rantakokko Pauli Räsänen Reima Riihimäki Nuno Rocha Fátima Rodrigues 0001 Matilde A. Rodrigues Jussi Ronkainen Ilkka Salminen Ari-Heikki Sarjanoja Esa-Matti Sarjanoja Daniel Schreiber Heidi Similä Marcus Ständer Esko Strömmer Janne Takalo-Mattila Satu Tamminen Jari Tenhunen Henna Tiensuu Andrew Tokmakoff Kaisa Vehmas Elena Vildjiounaite Kimmo Virtanen Olli Vuorinen