Jani Mäntyjärvi

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 14

Top Topics

Human Activities

Top Venues

UbiComp/ISWC Adjunct

Pers. Ubiquitous Comput.

Publications

Rajdeep K. Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi
Towards Self-Supervised Learning of ECG Signal Representation for the Classification of Acute Stress Types. ACM Great Lakes Symposium on VLSI (2023)
Rajdeep K. Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi
Acute Stress Data-Based Fast Biometric System Using Contrastive Learning and Ultra-Short ECG Signal Segments. UbiComp/ISWC Adjunct (2023)
Rajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi
Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud Architecture. BHI (2023)
Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi
Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration. UbiComp/ISWC Adjunct (2023)
Ky Trung Nguyen, Jani Mäntyjärvi, Tran Thi Ngoc Nguyen
Automatic Storytelling from Wearable Sensor Data for Health and Wellness Applications. BHI (2021)
Jaakko Tervonen, Johanna Närväinen, Jani Mäntyjärvi, Kati Pettersson
In Search of Harmful Stress. UbiComp/ISWC Adjunct (2021)
Kati Pettersson, Jaakko Tervonen, Johanna Närväinen, Pentti Henttonen, Ilmari Määttänen, Jani Mäntyjärvi
Selecting Feature Sets and Comparing Classification Methods for Cognitive State Estimation. BIBE (2020)
Marko Palviainen, Tatu Harviainen, Miguel Bordallo López, Jani Mäntyjärvi
Boosting Business With Machine Learning-Based Automated Visual Data Processing: Results of Finnish Company Interviews. IEEE Access 8 (2020)
Jaakko Tervonen, Sampsa Puttonen, Mikko J. Sillanpää, Leila Hopsu, Zsolt Homorodi, Janne Keränen, Janne Pajukanta, Antti Tolonen, Arttu Lämsä, Jani Mäntyjärvi
Personalized mental stress detection with self-organizing map: From laboratory to the field. Comput. Biol. Medicine 124 (2020)
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. Pers. Ubiquitous Comput. 22 (4) (2018)
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. Pers. Ubiquitous Comput. 22 (4) (2018)
Niko Reunanen, Ville Könönen, Hermanni Hälvä, Jani Mäntyjärvi, Arttu Lämsä, Jussi Liikka
Computational Graph Approach for Detection of Composite Human Activities. CoRR (2018)
Elena Vildjiounaite, Johanna Kallio, Jani Mäntyjärvi, Vesa Kyllönen, Mikko Lindholm, Georgy L. Gimel'farb
Unsupervised Stress Detection Algorithm and Experiments with Real Life Data. EPIA (2017)
Giuseppe Ghiani, Jussi Polet, Ville Antila, Jani Mäntyjärvi
Evaluating context-aware user interface migration in multi-device environments. J. Ambient Intell. Humaniz. Comput. 6 (2) (2015)
Heidi Similä, Jani Mäntyjärvi, Juho Merilahti, Mikko Lindholm, Miikka Ermes
Accelerometry-Based Berg Balance Scale Score Estimation. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Elena Vildjiounaite, Daniel Schreiber, Vesa Kyllönen, Marcus Ständer, Ilkka Niskanen, Jani Mäntyjärvi
Prediction of interface preferences with a classifier selection approach. J. Multimodal User Interfaces 7 (4) (2013)
Elena Vildjiounaite, Vesa Kyllönen, Jani Mäntyjärvi
If their car talks to them, shall a kitchen talk too?: cross- context mediation of interaction preferences. EICS (2011)
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. IUI (2011)
Ville Könönen, Miikka Ermes, Jussi Liikka, Arttu Lämsä, Timo Rantalainen, Harri Paloheimo, Jani Mäntyjärvi
Anatomy of Automatic Mobile Carbon Footprint Calculator. GPC (2011)
Jussi Huhtala, Ari-Heikki Sarjanoja, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä
Animated UI transitions and perception of time: a user study on animated effects on a mobile screen. CHI (2010)
Susanna Paasovaara, Ari-Heikki Sarjanoja, Vesa Kyllönen, Jussi Huhtala, Jani Mäntyjärvi, Jonna Häkkilä
Perceptions of visualizing personal mobile communication patterns. MUM (2010)
Ville Könönen, Jani Mäntyjärvi, Heidi Similä, Juha Pärkkä, Miikka Ermes
Automatic feature selection for context recognition in mobile devices. Pervasive Mob. Comput. 6 (2) (2010)
Ville Antila, Jani Mäntyjärvi, Ville Könönen
Optimizing meeting scheduling in collaborative mobile systems through distributed voting. PerCom Workshops (2010)
Nithya Sambasivan, Leena Ventä, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä
Rhythms of non-use of device ensembles. CHI Extended Abstracts (2009)
Nithya Sambasivan, Leena Ventä, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä
Designing for social context of mobility: mobile applications for always-on users. OZCHI (2009)
Aino Ahtinen, Minna Isomursu, Muzayun Mukhtar, Jani Mäntyjärvi, Jonna Häkkilä, Jan Blom
Designing social features for mobile and ubiquitous wellness applications. MUM (2009)
Arto Puikkonen, Jonna Häkkilä, Rafael Ballagas, Jani Mäntyjärvi
Feature Use in Mobile Video Creation. INTERACT (1) (2009)
Arto Puikkonen, Jonna Häkkilä, Rafael Ballagas, Jani Mäntyjärvi
Practices in creating videos with mobile phones. Mobile HCI (2009)
Jussi Huhtala, Ari-Heikki Sarjanoja, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä
Mobile screen transition animations. SIGGRAPH Posters (2009)
Jussi Huhtala, Jani Mäntyjärvi, Aino Ahtinen, Leena Ventä, Minna Isomursu
Animated Transitions for Adaptive Small Size Mobile Menus. INTERACT (1) (2009)
Arttu Lämsä, Jani Mäntyjärvi
Social networking service for mobile communities based on spatial cumulative gossiping. ACII (2009)
Jonna Häkkilä, Albrecht Schmidt, Jani Mäntyjärvi, Alireza Sahami Shirazi, Panu M. Åkerman, Anind K. Dey
Context-Aware Mobile Media and Social Networks. Mobile HCI (2009)
Fabio Paternò, Carmen Santoro, Jani Mäntyjärvi, Giulio Mori, Sandro Sansone
Authoring pervasive multimodal user interfaces. Int. J. Web Eng. Technol. 4 (2) (2008)
Miikka Ermes, Juha Pärkkä, Jani Mäntyjärvi, Ilkka Korhonen
Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions. IEEE Trans. Inf. Technol. Biomed. 12 (1) (2008)
Ville Könönen, Jani Mäntyjärvi
Decision Making Strategies for Mobile Collaborative Context Recognition. MobiMedia (2008)
Panu Korpipää, Esko-Juhani Malm, Tapani Rantakokko, Vesa Kyllönen, Juha Kela, Jani Mäntyjärvi, Jonna Häkkilä, Ilkka Känsälä
Customizing User Interaction in Smart Phones. IEEE Pervasive Comput. 5 (3) (2006)
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. Pervasive (2006)
Sanna Kallio, Juha Kela, Jani Mäntyjärvi, Johan Plomp
Visualization of hand gestures for pervasive computing environments. AVI (2006)
Juha Pärkkä, Miikka Ermes, Panu Korpipää, Jani Mäntyjärvi, Johannes Peltola, Ilkka Korhonen
Activity Classification Using Realistic Data From Wearable Sensors. IEEE Trans. Inf. Technol. Biomed. 10 (1) (2006)
Sanna Kallio, Juha Kela, Panu Korpipää, Jani Mäntyjärvi
User Independent Gesture Interaction for Small Handheld Devices. Int. J. Pattern Recognit. Artif. Intell. 20 (4) (2006)
Jonna Häkkilä, Jani Mäntyjärvi
Developing design guidelines for context-aware mobile applications. Mobility Conference (2006)
Juha Kela, Panu Korpipää, Jani Mäntyjärvi, Sanna Kallio, Giuseppe Savino, Luca Jozzo, Sergio Di Marca
Accelerometer-based gesture control for a design environment. Pers. Ubiquitous Comput. 10 (5) (2006)
Jani Mäntyjärvi, Fabio Paternò, Carmen Santoro
Incorporating Tilt-Based Interaction in Multimodal User Interfaces for Mobile Devices. TAMODIA (2006)
Jani Mäntyjärvi, Fabio Paternò, Zigor Salvador, Carmen Santoro
Scan and tilt: towards natural interaction for mobile museum guides. Mobile HCI (2006)
Jani Mäntyjärvi, Mikko Lindholm, Elena Vildjiounaite, Satu-Marja Mäkelä, Heikki Ailisto
Identifying users of portable devices from gait pattern with accelerometers. ICASSP (2) (2005)
Jani Mäntyjärvi, Sanna Kallio, Panu Korpipää, Juha Kela, Johan Plomp
Gesture Interaction for Small Handheld Devices to Support Multimedia Applications. J. Mobile Multimedia 1 (2) (2005)
Jonna Häkkilä, Jani Mäntyjärvi
Collaboration in Context-Aware Mobile Phone Applications. HICSS (2005)
Jonna Häkkilä, Jani Mäntyjärvi
Combining Location-Aware Mobile Phone Applications and Multimedia Messaging. J. Mobile Multimedia 1 (1) (2005)
Jani Mäntyjärvi, Kjell Nybergh, Johan Himberg, Kari Hjelt
Touch Detection System for Mobile Terminals. Mobile HCI (2004)
Jonna Häkkilä, Jani Mäntyjärvi
User experiences on combining location sensitive mobile phone applications and multimedia messaging. MUM (2004)
Jani Mäntyjärvi, Juha Kela, Panu Korpipää, Sanna Kallio
Enabling fast and effortless customisation in accelerometer based gesture interaction. MUM (2004)
Arto Ylisaukko-oja, Elena Vildjiounaite, Jani Mäntyjärvi
Five-Point Acceleration Sensing Wireless Body Area Network - Design and Practical Experiences. ISWC (2004)
Panu Korpipää, Jani Mäntyjärvi, Juha Kela, Heikki Keränen, Esko-Juhani Malm
Managing Context Information in Mobile Devices. IEEE Pervasive Comput. 2 (3) (2003)
Jani Mäntyjärvi, Johan Himberg, Pertti Huuskonen
Collaborative Context Recognition for Handheld Devices. PerCom (2003)
Jani Mäntyjärvi, Tapio Seppänen
Adapting applications in handheld devices using fuzzy context information. Interact. Comput. 15 (4) (2003)
Johan Himberg, Jonna Häkkilä, Petri Kangas, Jani Mäntyjärvi
On-line personalization of a touch screen based keyboard. IUI (2003)
Sanna Kallio, Juha Kela, Jani Mäntyjärvi
Online gesture recognition system for mobile interaction. SMC (2003)
Heikki Keränen, Tapani Rantakokko, Jani Mäntyjärvi
Sharing and presenting multimedia and context information within online communities using mobile terminals. ICME (2003)
Panu Korpipää, Jani Mäntyjärvi
An Ontology for Mobile Device Sensor-Based Context Awareness. CONTEXT (2003)
Jani Mäntyjärvi, Pertti Huuskonen, Johan Himberg
Collaborative context determination to support mobile terminal applications. IEEE Wirel. Commun. 9 (5) (2002)
Jani Mäntyjärvi, Tapio Seppänen
Adapting Applications in Mobile Terminals Using Fuzzy Context Information. Mobile HCI (2002)
Jani Mäntyjärvi, Jussi T. Koivumäki, Petri Vuori
Keystroke recognition for virtual keyboard. ICME (2) (2002)
John A. Flanagan, Jani Mäntyjärvi, Johan Himberg
Unsupervised Clustering of Symbol Strings and Context Recognition. ICDM (2002)
Jani Mäntyjärvi, Johan Himberg, Tapio Seppänen
Recognizing human motion with multiple acceleration sensors. SMC (2001)
Albrecht Schmidt, Antti Takaluoma, Jani Mäntyjärvi
Context-Aware Telephony Over WAP. Pers. Ubiquitous Comput. 4 (4) (2000)
Vesa-Matti Mäntylä, Jani Mäntyjärvi, Tapio Seppänen, Esa Tuulari
Hand Gesture Recognition of a Mobile Device User. IEEE International Conference on Multimedia and Expo (I) (2000)