Jani Mäntyjärvi

71 papers A* 3A 4B 8C 2Misc 4Journal 22Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Biosensing, Enhanced Senses and Experience Design for Augmented Humans. UbiComp Companion Jonna Häkkilä, Jani Mäntyjärvi, Zhengya Gong, Heiko Müller, Kati Pettersson, Ashley Colley, Roope Raisamo, Kai Kunze, Albrecht Schmidt
2024	J	`jnl`	Head-area sensing in virtual reality: future visions for visual perception and cognitive state estimation. Frontiers Virtual Real. Kati Pettersson, Jaakko Tervonen, J. Heininen, Jani Mäntyjärvi
2023	—	`conf`	Acute Stress Data-Based Fast Biometric System Using Contrastive Learning and Ultra-Short ECG Signal Segments. UbiComp/ISWC Adjunct Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi
2023	—	`conf`	Baseline User Calibration for Cold-Start Model Personalization in Mental State Estimation. PervasiveHealth Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi
2023	—	`conf`	Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration. UbiComp/ISWC Adjunct Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi
2023	—	`conf`	Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture. BHI Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi
2023	—	`conf`	Towards Self-Supervised Learning of ECG Signal Representation for the Classification of Acute Stress Types. ACM Great Lakes Symposium on VLSI Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi
2021	—	`conf`	Automatic Storytelling from Wearable Sensor Data for Health and Wellness Applications. BHI Ky Trung Nguyen, Jani Mäntyjärvi, Tran Thi Ngoc Nguyen
2021	—	`conf`	In Search of Harmful Stress. UbiComp/ISWC Adjunct Jaakko Tervonen, Johanna Närväinen, Jani Mäntyjärvi, Kati Pettersson
2020	J	`jnl`	Boosting Business With Machine Learning-Based Automated Visual Data Processing: Results of Finnish Company Interviews. IEEE Access Marko Palviainen, Tatu Harviainen, Miguel Bordallo López, Jani Mäntyjärvi
2020	J	`jnl`	Personalized mental stress detection with self-organizing map: From laboratory to the field. Comput. Biol. Medicine Jaakko Tervonen, Sampsa Puttonen, Mikko J. Sillanpää, Leila Hopsu, Zsolt Homorodi, Janne Keränen, Janne Pajukanta, Antti Tolonen, Arttu Lämsä, Jani Mäntyjärvi
2020	C	`conf`	Selecting Feature Sets and Comparing Classification Methods for Cognitive State Estimation. BIBE Kati Pettersson, Jaakko Tervonen, Johanna Närväinen, Pentti Henttonen, Ilmari Määttänen, Jani Mäntyjärvi
2018	J	`jnl`	Computational Graph Approach for Detection of Composite Human Activities. CoRR Niko Reunanen, Ville Könönen, Hermanni Hälvä, Jani Mäntyjärvi, Arttu Lämsä, Jussi Liikka
2018	J	`jnl`	Correction to: Unobtrusive stress detection on the basis of smartphone usage data. Pers. Ubiquitous Comput. Elena Vildjiounaite, Johanna Kallio, Vesa Kyllönen, Mikko Nieminen, Ilmari Määttänen, Mikko Lindholm, Jani Mäntyjärvi, Georgy L. Gimel'farb
2018	J	`jnl`	Unobtrusive stress detection on the basis of smartphone usage data. Pers. Ubiquitous Comput. Elena Vildjiounaite, Johanna Kallio, Vesa Kyllönen, Mikko Nieminen, Ilmari Määttänen, Mikko Lindholm, Jani Mäntyjärvi, Georgy L. Gimel'farb
2017	Misc	`conf`	Unsupervised Stress Detection Algorithm and Experiments with Real Life Data. EPIA Elena Vildjiounaite, Johanna Kallio, Jani Mäntyjärvi, Vesa Kyllönen, Mikko Lindholm, Georgy L. Gimel'farb
2015	J	`jnl`	Evaluating context-aware user interface migration in multi-device environments. J. Ambient Intell. Humaniz. Comput. Giuseppe Ghiani, Jussi Polet, Ville Antila, Jani Mäntyjärvi
2014	J	`jnl`	Accelerometry-Based Berg Balance Scale Score Estimation. IEEE J. Biomed. Health Informatics Heidi Similä, Jani Mäntyjärvi, Juho Merilahti, Mikko Lindholm, Miikka Ermes
2013	J	`jnl`	Prediction of interface preferences with a classifier selection approach. J. Multimodal User Interfaces Elena Vildjiounaite, Daniel Schreiber, Vesa Kyllönen, Marcus Ständer, Ilkka Niskanen, Jani Mäntyjärvi
2011	C	`conf`	Anatomy of Automatic Mobile Carbon Footprint Calculator. GPC Ville Könönen, Miikka Ermes, Jussi Liikka, Arttu Lämsä, Timo Rantalainen, Harri Paloheimo, Jani Mäntyjärvi
2011	A	`conf`	Designing socially acceptable multimodal interaction in cooking assistants. IUI 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
2011	Misc	`conf`	If their car talks to them, shall a kitchen talk too?: cross- context mediation of interaction preferences. EICS Elena Vildjiounaite, Vesa Kyllönen, Jani Mäntyjärvi
2010	A*	`conf`	Animated UI transitions and perception of time: a user study on animated effects on a mobile screen. CHI Jussi Huhtala, Ari-Heikki Sarjanoja, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä
2010	J	`jnl`	Automatic feature selection for context recognition in mobile devices. Pervasive Mob. Comput. Ville Könönen, Jani Mäntyjärvi, Heidi Similä, Juha Pärkkä, Miikka Ermes
2010	—	`ch.`	Collaborative Context Recognition for Mobile Devices. Handbook of Ambient Intelligence and Smart Environments Pertti Huuskonen, Jani Mäntyjärvi, Ville Könönen
2010	—	`conf`	Optimizing meeting scheduling in collaborative mobile systems through distributed voting. PerCom Workshops Ville Antila, Jani Mäntyjärvi, Ville Könönen
2010	B	`conf`	Perceptions of visualizing personal mobile communication patterns. MUM Susanna Paasovaara, Ari-Heikki Sarjanoja, Vesa Kyllönen, Jussi Huhtala, Jani Mäntyjärvi, Jonna Häkkilä
2009	—	`conf`	Animated Transitions for Adaptive Small Size Mobile Menus. INTERACT (1) Jussi Huhtala, Jani Mäntyjärvi, Aino Ahtinen, Leena Ventä, Minna Isomursu
2009	—	`conf`	Context-Aware Mobile Media and Social Networks. Mobile HCI Jonna Häkkilä, Albrecht Schmidt, Jani Mäntyjärvi, Alireza Sahami Shirazi, Panu M. Åkerman, Anind K. Dey
2009	Misc	`conf`	Designing for social context of mobility: mobile applications for always-on users. OZCHI Nithya Sambasivan, Leena Ventä, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä
2009	B	`conf`	Designing social features for mobile and ubiquitous wellness applications. MUM Aino Ahtinen, Minna Isomursu, Muzayun Mukhtar, Jani Mäntyjärvi, Jonna Häkkilä, Jan Blom
2009	—	`conf`	Feature Use in Mobile Video Creation. INTERACT (1) Arto Puikkonen, Jonna Häkkilä, Rafael Ballagas, Jani Mäntyjärvi
2009	—	`conf`	Mobile screen transition animations. SIGGRAPH Posters Jussi Huhtala, Ari-Heikki Sarjanoja, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä
2009	—	`conf`	Practices in creating videos with mobile phones. Mobile HCI Arto Puikkonen, Jonna Häkkilä, Rafael Ballagas, Jani Mäntyjärvi
2009	—	`conf`	Rhythms of non-use of device ensembles. CHI Extended Abstracts Nithya Sambasivan, Leena Ventä, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä
2009	B	`conf`	Social networking service for mobile communities based on spatial cumulative gossiping. ACII Arttu Lämsä, Jani Mäntyjärvi
2008	J	`jnl`	Authoring pervasive multimodal user interfaces. Int. J. Web Eng. Technol. Fabio Paternò, Carmen Santoro, Jani Mäntyjärvi, Giulio Mori, Sandro Sansone
2008	—	`conf`	Decision Making Strategies for Mobile Collaborative Context Recognition. MobiMedia Ville Könönen, Jani Mäntyjärvi
2008	J	`jnl`	Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions. IEEE Trans. Inf. Technol. Biomed. Miikka Ermes, Juha Pärkkä, Jani Mäntyjärvi, Ilkka Korhonen
2006	J	`jnl`	Accelerometer-based gesture control for a design environment. Pers. Ubiquitous Comput. Juha Kela, Panu Korpipää, Jani Mäntyjärvi, Sanna Kallio, Giuseppe Savino, Luca Jozzo, Sergio Di Marca
2006	J	`jnl`	Activity Classification Using Realistic Data From Wearable Sensors. IEEE Trans. Inf. Technol. Biomed. Juha Pärkkä, Miikka Ermes, Panu Korpipää, Jani Mäntyjärvi, Johannes Peltola, Ilkka Korhonen
2006	J	`jnl`	Customizing User Interaction in Smart Phones. IEEE Pervasive Comput. Panu Korpipää, Esko-Juhani Malm, Tapani Rantakokko, Vesa Kyllönen, Juha Kela, Jani Mäntyjärvi, Jonna Häkkilä, Ilkka Känsälä
2006	—	`conf`	Developing design guidelines for context-aware mobile applications. Mobility Conference Jonna Häkkilä, Jani Mäntyjärvi
2006	—	`conf`	Incorporating Tilt-Based Interaction in Multimodal User Interfaces for Mobile Devices. TAMODIA Jani Mäntyjärvi, Fabio Paternò, Carmen Santoro
2006	—	`conf`	Scan and tilt: towards natural interaction for mobile museum guides. Mobile HCI Jani Mäntyjärvi, Fabio Paternò, Zigor Salvador, Carmen Santoro
2006	—	`conf`	Unobtrusive Multimodal Biometrics for Ensuring Privacy and Information Security with Personal Devices. Pervasive Elena Vildjiounaite, Satu-Marja Mäkelä, Mikko Lindholm, Reima Riihimäki, Vesa Kyllönen, Jani Mäntyjärvi, Heikki Ailisto
2006	J	`jnl`	User Independent Gesture Interaction for Small Handheld Devices. Int. J. Pattern Recognit. Artif. Intell. Sanna Kallio, Juha Kela, Panu Korpipää, Jani Mäntyjärvi
2006	B	`conf`	Visualization of hand gestures for pervasive computing environments. AVI Sanna Kallio, Juha Kela, Jani Mäntyjärvi, Johan Plomp
2005	—	`conf`	Collaboration in Context-Aware Mobile Phone Applications. HICSS Jonna Häkkilä, Jani Mäntyjärvi
2005	J	`jnl`	Combining Location-Aware Mobile Phone Applications and Multimedia Messaging. J. Mobile Multimedia Jonna Häkkilä, Jani Mäntyjärvi
2005	J	`jnl`	Gesture Interaction for Small Handheld Devices to Support Multimedia Applications. J. Mobile Multimedia Jani Mäntyjärvi, Sanna Kallio, Panu Korpipää, Juha Kela, Johan Plomp
2005	—	`conf`	Identifying users of portable devices from gait pattern with accelerometers. ICASSP (2) Jani Mäntyjärvi, Mikko Lindholm, Elena Vildjiounaite, Satu-Marja Mäkelä, Heikki Ailisto
2005	—	`ed.`	Pervasive Mobile Interaction Devices (PERMID 2005) - Mobile Devices as Pervasive User Interfaces and Interaction Devices - Workshop in conjunction with: The 3rd International Conference on Pervasive Computing (PERVASIVE 2005), May 11 2005, Munich, Germany PERMID Enrico Rukzio, Jonna Häkkilä, Mirjana Spasojevic, Jani Mäntyjärvi, Nishkam Ravi
2004	B	`conf`	Enabling fast and effortless customisation in accelerometer based gesture interaction. MUM Jani Mäntyjärvi, Juha Kela, Panu Korpipää, Sanna Kallio
2004	Misc	`conf`	Five-Point Acceleration Sensing Wireless Body Area Network - Design and Practical Experiences. ISWC Arto Ylisaukko-oja, Elena Vildjiounaite, Jani Mäntyjärvi
2004	—	`conf`	Touch Detection System for Mobile Terminals. Mobile HCI Jani Mäntyjärvi, Kjell Nybergh, Johan Himberg, Kari Hjelt
2004	B	`conf`	User experiences on combining location sensitive mobile phone applications and multimedia messaging. MUM Jonna Häkkilä, Jani Mäntyjärvi
2003	J	`jnl`	Adapting applications in handheld devices using fuzzy context information. Interact. Comput. Jani Mäntyjärvi, Tapio Seppänen
2003	—	`conf`	An Ontology for Mobile Device Sensor-Based Context Awareness. CONTEXT Panu Korpipää, Jani Mäntyjärvi
2003	A*	`conf`	Collaborative Context Recognition for Handheld Devices. PerCom Jani Mäntyjärvi, Johan Himberg, Pertti Huuskonen
2003	J	`jnl`	Managing Context Information in Mobile Devices. IEEE Pervasive Comput. Panu Korpipää, Jani Mäntyjärvi, Juha Kela, Heikki Keränen, Esko-Juhani Malm
2003	A	`conf`	On-line personalization of a touch screen based keyboard. IUI Johan Himberg, Jonna Häkkilä, Petri Kangas, Jani Mäntyjärvi
2003	B	`conf`	Online gesture recognition system for mobile interaction. SMC Sanna Kallio, Juha Kela, Jani Mäntyjärvi
2003	A	`conf`	Sharing and presenting multimedia and context information within online communities using mobile terminals. ICME Heikki Keränen, Tapani Rantakokko, Jani Mäntyjärvi
2002	—	`conf`	Adapting Applications in Mobile Terminals Using Fuzzy Context Information. Mobile HCI Jani Mäntyjärvi, Tapio Seppänen
2002	J	`jnl`	Collaborative context determination to support mobile terminal applications. IEEE Wirel. Commun. Jani Mäntyjärvi, Pertti Huuskonen, Johan Himberg
2002	—	`conf`	Keystroke recognition for virtual keyboard. ICME (2) Jani Mäntyjärvi, Jussi T. Koivumäki, Petri Vuori
2002	A*	`conf`	Unsupervised Clustering of Symbol Strings and Context Recognition. ICDM John A. Flanagan, Jani Mäntyjärvi, Johan Himberg
2001	B	`conf`	Recognizing human motion with multiple acceleration sensors. SMC Jani Mäntyjärvi, Johan Himberg, Tapio Seppänen
2000	J	`jnl`	Context-Aware Telephony Over WAP. Pers. Ubiquitous Comput. Albrecht Schmidt, Antti Takaluoma, Jani Mäntyjärvi
2000	A	`conf`	Hand Gesture Recognition of a Mobile Device User. IEEE International Conference on Multimedia and Expo (I) Vesa-Matti Mäntylä, Jani Mäntyjärvi, Tapio Seppänen, Esa Tuulari