Hand Gesture Recognition of a Mobile Device User. - Vesa-Matti Mäntylä; Jani Mäntyjärvi; Tapio Seppänen; Esa Tuulari (IEEE International Conference on Multimedia and Expo (I), 2000)

Context-Aware Telephony Over WAP. - Albrecht Schmidt 001; Antti Takaluoma; Jani Mäntyjärvi (Pers. Ubiquitous Comput., 2000)

Recognizing human motion with multiple acceleration sensors. - Jani Mäntyjärvi; Johan Himberg; Tapio Seppänen (SMC, 2001)

Unsupervised Clustering of Symbol Strings and Context Recognition. - John A. Flanagan; Jani Mäntyjärvi; Johan Himberg (ICDM, 2002)

Keystroke recognition for virtual keyboard. - Jani Mäntyjärvi; Jussi T. Koivumäki; Petri Vuori (ICME (2), 2002)

Adapting Applications in Mobile Terminals Using Fuzzy Context Information. - Jani Mäntyjärvi; Tapio Seppänen (Mobile HCI, 2002)

Collaborative context determination to support mobile terminal applications. - Jani Mäntyjärvi; Pertti Huuskonen; Johan Himberg (IEEE Wirel. Commun., 2002)

An Ontology for Mobile Device Sensor-Based Context Awareness. - Panu Korpipää; Jani Mäntyjärvi (CONTEXT, 2003)

Sharing and presenting multimedia and context information within online communities using mobile terminals. - Heikki Keränen; Tapani Rantakokko; Jani Mäntyjärvi (ICME, 2003)

On-line personalization of a touch screen based keyboard. - Johan Himberg; Jonna Häkkilä; Petri Kangas; Jani Mäntyjärvi (IUI, 2003)

Collaborative Context Recognition for Handheld Devices. - Jani Mäntyjärvi; Johan Himberg; Pertti Huuskonen (PerCom, 2003)

Online gesture recognition system for mobile interaction. - Sanna Kallio; Juha Kela; Jani Mäntyjärvi (SMC, 2003)

Adapting applications in handheld devices using fuzzy context information. - Jani Mäntyjärvi; Tapio Seppänen (Interact. Comput., 2003)

Managing Context Information in Mobile Devices. - Panu Korpipää; Jani Mäntyjärvi; Juha Kela; Heikki Keränen; Esko-Juhani Malm (IEEE Pervasive Comput., 2003)

Five-Point Acceleration Sensing Wireless Body Area Network - Design and Practical Experiences. - Arto Ylisaukko-oja; Elena Vildjiounaite; Jani Mäntyjärvi (ISWC, 2004)

Touch Detection System for Mobile Terminals. - Jani Mäntyjärvi; Kjell Nybergh; Johan Himberg; Kari Hjelt (Mobile HCI, 2004)

User experiences on combining location sensitive mobile phone applications and multimedia messaging. - Jonna Häkkilä; Jani Mäntyjärvi (MUM, 2004)

Enabling fast and effortless customisation in accelerometer based gesture interaction. - Jani Mäntyjärvi; Juha Kela; Panu Korpipää; Sanna Kallio (MUM, 2004)

Collaboration in Context-Aware Mobile Phone Applications. - Jonna Häkkilä; Jani Mäntyjärvi (HICSS, 2005)

Identifying users of portable devices from gait pattern with accelerometers. - Jani Mäntyjärvi; Mikko Lindholm; Elena Vildjiounaite; Satu-Marja Mäkelä; Heikki Ailisto (ICASSP (2), 2005)

Combining Location-Aware Mobile Phone Applications and Multimedia Messaging. - Jonna Häkkilä; Jani Mäntyjärvi (J. Mobile Multimedia, 2005)

Gesture Interaction for Small Handheld Devices to Support Multimedia Applications. - Jani Mäntyjärvi; Sanna Kallio; Panu Korpipää; Juha Kela; Johan Plomp (J. Mobile Multimedia, 2005)

Visualization of hand gestures for pervasive computing environments. - Sanna Kallio; Juha Kela; Jani Mäntyjärvi; Johan Plomp (AVI, 2006)

Scan and tilt: towards natural interaction for mobile museum guides. - Jani Mäntyjärvi; Fabio Paternò; Zigor Salvador; Carmen Santoro (Mobile HCI, 2006)

Developing design guidelines for context-aware mobile applications. - Jonna Häkkilä; Jani Mäntyjärvi (Mobility Conference, 2006)

Unobtrusive Multimodal Biometrics for Ensuring Privacy and Information Security with Personal Devices. - Elena Vildjiounaite; Satu-Marja Mäkelä; Mikko Lindholm; Reima Riihimäki; Vesa Kyllönen; Jani Mäntyjärvi; Heikki Ailisto (Pervasive, 2006)

Incorporating Tilt-Based Interaction in Multimodal User Interfaces for Mobile Devices. - Jani Mäntyjärvi; Fabio Paternò; Carmen Santoro (TAMODIA, 2006)

User Independent Gesture Interaction for Small Handheld Devices. - Sanna Kallio; Juha Kela; Panu Korpipää; Jani Mäntyjärvi (Int. J. Pattern Recognit. Artif. Intell., 2006)

Customizing User Interaction in Smart Phones. - Panu Korpipää; Esko-Juhani Malm; Tapani Rantakokko; Vesa Kyllönen; Juha Kela; Jani Mäntyjärvi; Jonna Häkkilä; Ilkka Känsälä (IEEE Pervasive Comput., 2006)

Accelerometer-based gesture control for a design environment. - Juha Kela; Panu Korpipää; Jani Mäntyjärvi; Sanna Kallio; Giuseppe Savino; Luca Jozzo; Sergio Di Marca (Pers. Ubiquitous Comput., 2006)

Activity Classification Using Realistic Data From Wearable Sensors. - Juha Pärkkä; Miikka Ermes; Panu Korpipää; Jani Mäntyjärvi; Johannes Peltola; Ilkka Korhonen (IEEE Trans. Inf. Technol. Biomed., 2006)

Decision Making Strategies for Mobile Collaborative Context Recognition. - Ville Könönen; Jani Mäntyjärvi (MobiMedia, 2008)

Authoring pervasive multimodal user interfaces. - Fabio Paternò; Carmen Santoro; Jani Mäntyjärvi; Giulio Mori; Sandro Sansone (Int. J. Web Eng. Technol., 2008)

Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions. - Miikka Ermes; Juha Pärkkä; Jani Mäntyjärvi; Ilkka Korhonen (IEEE Trans. Inf. Technol. Biomed., 2008)

Social networking service for mobile communities based on spatial cumulative gossiping. - Arttu Lämsä; Jani Mäntyjärvi (ACII, 2009)

Rhythms of non-use of device ensembles. - Nithya Sambasivan; Leena Ventä; Jani Mäntyjärvi; Minna Isomursu; Jonna Häkkilä (CHI Extended Abstracts, 2009)

Animated Transitions for Adaptive Small Size Mobile Menus. - Jussi Huhtala; Jani Mäntyjärvi; Aino Ahtinen; Leena Ventä; Minna Isomursu (INTERACT (1), 2009)

Feature Use in Mobile Video Creation. - Arto Puikkonen; Jonna Häkkilä; Rafael Ballagas; Jani Mäntyjärvi (INTERACT (1), 2009)

Context-Aware Mobile Media and Social Networks. - Jonna Häkkilä; Albrecht Schmidt 001; Jani Mäntyjärvi; Alireza Sahami Shirazi; Panu M. Åkerman; Anind K. Dey (Mobile HCI, 2009)

Practices in creating videos with mobile phones. - Arto Puikkonen; Jonna Häkkilä; Rafael Ballagas; Jani Mäntyjärvi (Mobile HCI, 2009)

Designing social features for mobile and ubiquitous wellness applications. - Aino Ahtinen; Minna Isomursu; Muzayun Mukhtar; Jani Mäntyjärvi; Jonna Häkkilä; Jan Blom (MUM, 2009)

Designing for social context of mobility: mobile applications for always-on users. - Nithya Sambasivan; Leena Ventä; Jani Mäntyjärvi; Minna Isomursu; Jonna Häkkilä (OZCHI, 2009)

Mobile screen transition animations. - Jussi Huhtala; Ari-Heikki Sarjanoja; Jani Mäntyjärvi; Minna Isomursu; Jonna Häkkilä (SIGGRAPH Posters, 2009)

Collaborative Context Recognition for Mobile Devices. - Pertti Huuskonen; Jani Mäntyjärvi; Ville Könönen (Handbook of Ambient Intelligence and Smart Environments, 2010)

Animated UI transitions and perception of time: a user study on animated effects on a mobile screen. - Jussi Huhtala; Ari-Heikki Sarjanoja; Jani Mäntyjärvi; Minna Isomursu; Jonna Häkkilä (CHI, 2010)

Perceptions of visualizing personal mobile communication patterns. - Susanna Paasovaara; Ari-Heikki Sarjanoja; Vesa Kyllönen; Jussi Huhtala; Jani Mäntyjärvi; Jonna Häkkilä (MUM, 2010)

Optimizing meeting scheduling in collaborative mobile systems through distributed voting. - Ville Antila; Jani Mäntyjärvi; Ville Könönen (PerCom Workshops, 2010)

Automatic feature selection for context recognition in mobile devices. - Ville Könönen; Jani Mäntyjärvi; Heidi Similä; Juha Pärkkä; Miikka Ermes (Pervasive Mob. Comput., 2010)

If their car talks to them, shall a kitchen talk too?: cross- context mediation of interaction preferences. - Elena Vildjiounaite; Vesa Kyllönen; Jani Mäntyjärvi (EICS, 2011)

Anatomy of Automatic Mobile Carbon Footprint Calculator. - Ville Könönen; Miikka Ermes; Jussi Liikka; Arttu Lämsä; Timo Rantalainen; Harri Paloheimo; Jani Mäntyjärvi (GPC, 2011)

Designing socially acceptable multimodal interaction in cooking assistants. - 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 (IUI, 2011)

Prediction of interface preferences with a classifier selection approach. - Elena Vildjiounaite; Daniel Schreiber; Vesa Kyllönen; Marcus Ständer; Ilkka Niskanen; Jani Mäntyjärvi (J. Multimodal User Interfaces, 2013)

Accelerometry-Based Berg Balance Scale Score Estimation. - Heidi Similä; Jani Mäntyjärvi; Juho Merilahti; Mikko Lindholm; Miikka Ermes (IEEE J. Biomed. Health Informatics, 2014)

Evaluating context-aware user interface migration in multi-device environments. - Giuseppe Ghiani; Jussi Polet; Ville Antila; Jani Mäntyjärvi (J. Ambient Intell. Humaniz. Comput., 2015)

Unsupervised Stress Detection Algorithm and Experiments with Real Life Data. - Elena Vildjiounaite; Johanna Kallio; Jani Mäntyjärvi; Vesa Kyllönen; Mikko Lindholm; Georgy L. Gimel'farb (EPIA, 2017)

Computational Graph Approach for Detection of Composite Human Activities. - Niko Reunanen; Ville Könönen; Hermanni Hälvä; Jani Mäntyjärvi; Arttu Lämsä; Jussi Liikka (CoRR, 2018)

Unobtrusive stress detection on the basis of smartphone usage data. - Elena Vildjiounaite; Johanna Kallio; Vesa Kyllönen; Mikko Nieminen; Ilmari Määttänen; Mikko Lindholm; Jani Mäntyjärvi; Georgy L. Gimel'farb (Pers. Ubiquitous Comput., 2018)

Correction to: Unobtrusive stress detection on the basis of smartphone usage data. - Elena Vildjiounaite; Johanna Kallio; Vesa Kyllönen; Mikko Nieminen; Ilmari Määttänen; Mikko Lindholm; Jani Mäntyjärvi; Georgy L. Gimel'farb (Pers. Ubiquitous Comput., 2018)

Selecting Feature Sets and Comparing Classification Methods for Cognitive State Estimation. - Kati Pettersson; Jaakko Tervonen; Johanna Närväinen; Pentti Henttonen; Ilmari Määttänen; Jani Mäntyjärvi (BIBE, 2020)

Boosting Business With Machine Learning-Based Automated Visual Data Processing: Results of Finnish Company Interviews. - Marko Palviainen; Tatu Harviainen; Miguel Bordallo López; Jani Mäntyjärvi (IEEE Access, 2020)

Personalized mental stress detection with self-organizing map: From laboratory to the field. - Jaakko Tervonen; Sampsa Puttonen; Mikko J. Sillanpää; Leila Hopsu; Zsolt Homorodi; Janne Keränen; Janne Pajukanta; Antti Tolonen; Arttu Lämsä; Jani Mäntyjärvi (Comput. Biol. Medicine, 2020)

Automatic Storytelling from Wearable Sensor Data for Health and Wellness Applications. - Ky Trung Nguyen; Jani Mäntyjärvi; Tran Thi Ngoc Nguyen (BHI, 2021)

In Search of Harmful Stress. - Jaakko Tervonen; Johanna Närväinen; Jani Mäntyjärvi; Kati Pettersson (UbiComp/ISWC Adjunct, 2021)

Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture. - Rajdeep Kumar Nath; Jaakko Tervonen; Johanna Närväinen; Kati Pettersson; Jani Mäntyjärvi (BHI, 2023)

Towards Self-Supervised Learning of ECG Signal Representation for the Classification of Acute Stress Types. - Rajdeep Kumar Nath; Jaakko Tervonen; Johanna Närväinen; Kati Pettersson; Jani Mäntyjärvi (ACM Great Lakes Symposium on VLSI, 2023)

Acute Stress Data-Based Fast Biometric System Using Contrastive Learning and Ultra-Short ECG Signal Segments. - Rajdeep Kumar Nath; Jaakko Tervonen; Johanna Närväinen; Kati Pettersson; Jani Mäntyjärvi (UbiComp/ISWC Adjunct, 2023)

Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration. - Jaakko Tervonen; Rajdeep Kumar Nath; Kati Pettersson; Johanna Närväinen; Jani Mäntyjärvi (UbiComp/ISWC Adjunct, 2023)

Head-area sensing in virtual reality: future visions for visual perception and cognitive state estimation. - Kati Pettersson; Jaakko Tervonen; J. Heininen; Jani Mäntyjärvi (Frontiers Virtual Real., 2024)