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ORCIDJani Mäntyjärvi
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2020 – today
- 2023
[c45]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: 1-4- [c44]Rajdeep Kumar 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: 85-90 - [c43]Jaakko Tervonen, Rajdeep Kumar Nath, Kati Pettersson, Johanna Närväinen, Jani Mäntyjärvi:
Cold-Start Model Adaptation: Evaluation of Short Baseline Calibration. UbiComp/ISWC Adjunct 2023: 417-422 - [c42]Rajdeep Kumar 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: 642-647 - 2021
- [c41]Ky Trung Nguyen, Jani Mäntyjärvi, Tran Thi Ngoc Nguyen:
Automatic Storytelling from Wearable Sensor Data for Health and Wellness Applications. BHI 2021: 1-4 - [c40]Jaakko Tervonen, Johanna Närväinen, Jani Mäntyjärvi, Kati Pettersson:
In Search of Harmful Stress. UbiComp/ISWC Adjunct 2021: 215-217 - 2020
- [j20]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: 99171-99179 (2020) - [j19]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: 103935 (2020) - [c39]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: 683-690
2010 – 2019
- 2018
- [j18]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): 671-688 (2018) - [j17]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): 689 (2018) - [i1]Niko Reunanen, Ville Könönen, Hermanni Hälvä, Jani Mäntyjärvi, Arttu Lämsä, Jussi Liikka:
Computational Graph Approach for Detection of Composite Human Activities. CoRR abs/1812.01895 (2018) - 2017
- [c38]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: 95-107 - 2015
- [j16]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): 259-277 (2015) - 2014
- [j15]Heidi Similä, Jani Mäntyjärvi, Juho Merilahti, Mikko Lindholm, Miikka Ermes:
Accelerometry-Based Berg Balance Scale Score Estimation. IEEE J. Biomed. Health Informatics 18(4): 1114-1121 (2014) - 2013
- [j14]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): 321-349 (2013) - 2011
- [c37]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: 111-116 - [c36]Ville Könönen, Miikka Ermes, Jussi Liikka, Arttu Lämsä, Timo Rantalainen, Harri Paloheimo, Jani Mäntyjärvi:
Anatomy of Automatic Mobile Carbon Footprint Calculator. GPC 2011: 84-93 - [c35]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: 415-418 - 2010
- [j13]Ville Könönen, Jani Mäntyjärvi, Heidi Similä, Juha Pärkkä, Miikka Ermes:
Automatic feature selection for context recognition in mobile devices. Pervasive Mob. Comput. 6(2): 181-197 (2010) - [c34]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: 1339-1342 - [c33]Susanna Paasovaara, Ari-Heikki Sarjanoja, Vesa Kyllönen, Jussi Huhtala, Jani Mäntyjärvi, Jonna Häkkilä:
Perceptions of visualizing personal mobile communication patterns. MUM 2010: 14 - [c32]Ville Antila, Jani Mäntyjärvi, Ville Könönen:
Optimizing meeting scheduling in collaborative mobile systems through distributed voting. PerCom Workshops 2010: 238-243 - [p1]Pertti Huuskonen, Jani Mäntyjärvi, Ville Könönen:
Collaborative Context Recognition for Mobile Devices. Handbook of Ambient Intelligence and Smart Environments 2010: 257-280
2000 – 2009
- 2009
- [c31]Arttu Lämsä, Jani Mäntyjärvi:
Social networking service for mobile communities based on spatial cumulative gossiping. ACII 2009: 1-6 - [c30]Nithya Sambasivan, Leena Ventä, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä:
Rhythms of non-use of device ensembles. CHI Extended Abstracts 2009: 4531-4536 - [c29]Jussi Huhtala, Jani Mäntyjärvi, Aino Ahtinen, Leena Ventä, Minna Isomursu:
Animated Transitions for Adaptive Small Size Mobile Menus. INTERACT (1) 2009: 772-781 - [c28]Arto Puikkonen, Jonna Häkkilä, Rafael Ballagas, Jani Mäntyjärvi:
Feature Use in Mobile Video Creation. INTERACT (1) 2009: 866-869 - [c27]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 - [c26]Arto Puikkonen, Jonna Häkkilä, Rafael Ballagas, Jani Mäntyjärvi:
Practices in creating videos with mobile phones. Mobile HCI 2009 - [c25]Aino Ahtinen, Minna Isomursu, Muzayun Mukhtar, Jani Mäntyjärvi, Jonna Häkkilä, Jan Blom:
Designing social features for mobile and ubiquitous wellness applications. MUM 2009 - [c24]Nithya Sambasivan, Leena Ventä, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä:
Designing for social context of mobility: mobile applications for always-on users. OZCHI 2009: 137-144 - [c23]Jussi Huhtala, Ari-Heikki Sarjanoja, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä:
Mobile screen transition animations. SIGGRAPH Posters 2009 - 2008
- [j12]Fabio Paternò, Carmen Santoro, Jani Mäntyjärvi, Giulio Mori, Sandro Sansone:
Authoring pervasive multimodal user interfaces. Int. J. Web Eng. Technol. 4(2): 235-261 (2008) - [j11]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): 20-26 (2008) - [c22]Ville Könönen, Jani Mäntyjärvi:
Decision Making Strategies for Mobile Collaborative Context Recognition. MobiMedia 2008 - 2006
- [j10]Sanna Kallio, Juha Kela, Panu Korpipää, Jani Mäntyjärvi:
User Independent Gesture Interaction for Small Handheld Devices. Int. J. Pattern Recognit. Artif. Intell. 20(4): 505-524 (2006) - [j9]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): 82-90 (2006) - [j8]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): 285-299 (2006) - [j7]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): 119-128 (2006) - [c21]Sanna Kallio, Juha Kela, Jani Mäntyjärvi, Johan Plomp:
Visualization of hand gestures for pervasive computing environments. AVI 2006: 480-483 - [c20]Jani Mäntyjärvi, Fabio Paternò, Zigor Salvador, Carmen Santoro:
Scan and tilt: towards natural interaction for mobile museum guides. Mobile HCI 2006: 191-194 - [c19]Jonna Häkkilä, Jani Mäntyjärvi:
Developing design guidelines for context-aware mobile applications. Mobility Conference 2006: 24 - [c18]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: 187-201 - [c17]Jani Mäntyjärvi, Fabio Paternò, Carmen Santoro:
Incorporating Tilt-Based Interaction in Multimodal User Interfaces for Mobile Devices. TAMODIA 2006: 230-244 - 2005
- [j6]Jonna Häkkilä, Jani Mäntyjärvi:
Combining Location-Aware Mobile Phone Applications and Multimedia Messaging. J. Mobile Multimedia 1(1): 18-32 (2005) - [j5]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): 92-111 (2005) - [c16]Jonna Häkkilä, Jani Mäntyjärvi:
Collaboration in Context-Aware Mobile Phone Applications. HICSS 2005 - [c15]Jani Mäntyjärvi, Mikko Lindholm, Elena Vildjiounaite, Satu-Marja Mäkelä, Heikki Ailisto:
Identifying users of portable devices from gait pattern with accelerometers. ICASSP (2) 2005: 973-976 - [e1]Enrico Rukzio, Jonna Häkkilä, Mirjana Spasojevic, Jani Mäntyjärvi, Nishkam Ravi:
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. LMU Munich 2005 [contents] - 2004
- [c14]Arto Ylisaukko-oja, Elena Vildjiounaite, Jani Mäntyjärvi:
Five-Point Acceleration Sensing Wireless Body Area Network - Design and Practical Experiences. ISWC 2004: 184-185 - [c13]Jani Mäntyjärvi, Kjell Nybergh, Johan Himberg, Kari Hjelt:
Touch Detection System for Mobile Terminals. Mobile HCI 2004: 331-336 - [c12]Jani Mäntyjärvi, Juha Kela, Panu Korpipää, Sanna Kallio:
Enabling fast and effortless customisation in accelerometer based gesture interaction. MUM 2004: 25-31 - [c11]Jonna Häkkilä, Jani Mäntyjärvi:
User experiences on combining location sensitive mobile phone applications and multimedia messaging. MUM 2004: 179-185 - 2003
- [j4]Jani Mäntyjärvi, Tapio Seppänen:
Adapting applications in handheld devices using fuzzy context information. Interact. Comput. 15(4): 521-538 (2003) - [j3]Panu Korpipää, Jani Mäntyjärvi, Juha Kela, Heikki Keränen, Esko-Juhani Malm:
Managing Context Information in Mobile Devices. IEEE Pervasive Comput. 2(3): 42-51 (2003) - [c10]Panu Korpipää, Jani Mäntyjärvi:
An Ontology for Mobile Device Sensor-Based Context Awareness. CONTEXT 2003: 451-458 - [c9]Heikki Keränen, Tapani Rantakokko, Jani Mäntyjärvi:
Sharing and presenting multimedia and context information within online communities using mobile terminals. ICME 2003: 641-644 - [c8]Johan Himberg, Jonna Häkkilä, Petri Kangas, Jani Mäntyjärvi:
On-line personalization of a touch screen based keyboard. IUI 2003: 77-84 - [c7]Jani Mäntyjärvi, Johan Himberg, Pertti Huuskonen:
Collaborative Context Recognition for Handheld Devices. PerCom 2003: 161-168 - [c6]Sanna Kallio, Juha Kela, Jani Mäntyjärvi:
Online gesture recognition system for mobile interaction. SMC 2003: 2070-2076 - 2002
- [j2]Jani Mäntyjärvi, Pertti Huuskonen, Johan Himberg:
Collaborative context determination to support mobile terminal applications. IEEE Wirel. Commun. 9(5): 39-45 (2002) - [c5]John A. Flanagan, Jani Mäntyjärvi, Johan Himberg:
Unsupervised Clustering of Symbol Strings and Context Recognition. ICDM 2002: 171-178 - [c4]Jani Mäntyjärvi, Jussi T. Koivumäki, Petri Vuori:
Keystroke recognition for virtual keyboard. ICME (2) 2002: 429-432 - [c3]Jani Mäntyjärvi, Tapio Seppänen:
Adapting Applications in Mobile Terminals Using Fuzzy Context Information. Mobile HCI 2002: 95-107 - 2001
- [c2]Jani Mäntyjärvi, Johan Himberg, Tapio Seppänen:
Recognizing human motion with multiple acceleration sensors. SMC 2001: 747-752 - 2000
- [j1]Albrecht Schmidt, Antti Takaluoma, Jani Mäntyjärvi:
Context-Aware Telephony Over WAP. Pers. Ubiquitous Comput. 4(4): 225-229 (2000) - [c1]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: 281-284
Coauthor Index
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