Susanna Pirttikangas

According to our database, Susanna Pirttikangas authored at least 65 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A novel Edge architecture and solution for detecting concept drift in smart environments.

Hassan Mehmood, Ahmed Khalid, Panos Kostakos, Ekaterina Gilman, Susanna Pirttikangas

Future Gener. Comput. Syst., January, 2024

Fair Consensus in Blockchain with Heterogeneous Miners using Reinforcement Learning aided Adaptive Proof-of-Work.

Prateek Sethi, Tri Nguyen, Mayukh Roy Chowdhury, Susanna Pirttikangas, Aloizio P. Silva

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023

TrustedMaaS: Transforming trust and transparency Mobility-as-a-Service with blockchain.

Tri Nguyen, Huong Nguyen, Juha Partala, Susanna Pirttikangas

Future Gener. Comput. Syst., December, 2023

Pub/Sub Message Brokers for GenAI.

Alaa Saleh, Susanna Pirttikangas, Lauri Lovén

CoRR, 2023

TSViT: A Time Series Vision Transformer for Fault Diagnosis.

Shouhua Zhang, Jiehan Zhou, Xue Ma, Chenglin Wen, Susanna Pirttikangas, Chen Yu, Weishan Zhang, Chunsheng Yang

CoRR, 2023

EISim: A Platform for Simulating Intelligent Edge Orchestration Solutions.

Henna Kokkonen, Susanna Pirttikangas, Lauri Lovén

CoRR, 2023

How Can AI be Distributed in the Computing Continuum? Introducing the Neural Pub/Sub Paradigm.

Lauri Lovén, Roberto Morabito, Abhishek Kumar, Susanna Pirttikangas, Jukka Riekki, Sasu Tarkoma

CoRR, 2023

Semantic Slicing across the Distributed Intelligent 6G Wireless Networks.

Lauri Lovén, Hafiz Faheem Shahid, Le Nguyen, Erkki Harjula, Olli Silvén, Susanna Pirttikangas, Miguel Bordallo López

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

2022

A dark and stormy night: Reallocation storms in edge computing.

Lauri Lovén, Ella Peltonen, Leena Ruha, Erkki Harjula, Susanna Pirttikangas

EURASIP J. Wirel. Commun. Netw., 2022

Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration.

Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh, Juha Partala, Alfonso González-Gil, Ester Sola, Iñigo Angulo, Madhusanka Liyanage, Teemu Leppänen, Tri Nguyen, Panos Kostakos, Mehdi Bennis, Sasu Tarkoma, Schahram Dustdar, Susanna Pirttikangas, Jukka Riekki

CoRR, 2022

The Many Faces of Edge Intelligence.

Ella Peltonen, Ijaz Ahmad, Atakan Aral, Michele Capobianco, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Ekaterina Gilman, Erkki Harjula, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Nitinder Mohan, Petteri Nurmi, Susanna Pirttikangas, Pawel Sroka, Sasu Tarkoma, Tingting Yang

IEEE Access, 2022

PassWalk: Spatial Authentication Leveraging Lateral Shift and Gaze on Mobile Headsets.

Abhishek Kumar, Lik-Hang Lee, Jagmohan Chauhan, Xiang Su, Mohammad Ashraful Hoque, Susanna Pirttikangas, Sasu Tarkoma, Pan Hui

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Revealing reliable information from taxi traces: from raw data to information discovery.

Anja Keskinarkaus, Ekaterina Gilman, Lauri Lovén, Satu Tamminen, Marjo Hippi, Gang Xiong, Fenghua Zhu, Tapio Seppänen, Jukka Riekki, Susanna Pirttikangas

Proceedings of the 38th IEEE International Conference on Data Engineering Workshops, 2022

CNN4GCDD: a One-Dimensional Convolutional Neural Network-based Model for Gear Crack Depth Diagnosis.

Shouhua Zhang, Jiehan Zhou, Erhua Wang, Susanna Pirttikangas

Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Situation Awareness for Autonomous Vehicles Using Blockchain-Based Service Cooperation.

Huong Nguyen, Tri Nguyen, Teemu Leppänen, Juha Partala, Susanna Pirttikangas

Proceedings of the Advanced Information Systems Engineering, 2022

2021

EDISON: An Edge-Native Method and Architecture for Distributed Interpolation.

Lauri Lovén, Tero Lähderanta, Leena Ruha, Ella Peltonen, Ilkka Launonen, Mikko J. Sillanpää, Jukka Riekki, Susanna Pirttikangas

Sensors, 2021

Press-n-Paste: Copy-and-Paste Operations with Pressure-sensitive Caret Navigation for Miniaturized Surface in Mobile Augmented Reality.

Lik Hang Lee, Yiming Zhu, Yui-Pan Yau, Pan Hui, Susanna Pirttikangas

Proc. ACM Hum. Comput. Interact., 2021

A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things.

Jiehan Zhou, Shouhua Zhang, Qinghua Lu, Wenbin Dai, Min Chen, Xin Liu, Susanna Pirttikangas, Yang Shi, Weishan Zhang, Enrique Herrera-Viedma

CoRR, 2021

WellComp 2021: Fourth International Workshop on Computing for Well-Being.

Tadashi Okoshi, Jin Nakazawa, Jeong-Gil Ko, Fahim Kawsar, Susanna Pirttikangas

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

StressNAS: Affect State and Stress Detection Using Neural Architecture Search.

Lam Huynh, Tri Nguyen, Thu Nguyen, Susanna Pirttikangas, Pekka Siirtola

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Meditation Detection Using Sensors from Wearable Devices.

Constantino Álvarez Casado, Petteri Paananen, Pekka Siirtola, Susanna Pirttikangas, Miguel Bordallo López

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Weathering the Reallocation Storm: Large-Scale Analysis of Edge Server Workload.

Lauri Lovén, Ella Peltonen, Erkki Harjula, Susanna Pirttikangas

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

2020

Internet of Things for Smart Spaces: A University Campus Case Study.

Ekaterina Gilman, Satu Tamminen, Rumana Yasmin, Eemeli Ristimella, Ella Peltonen, Markus Harju, Lauri Lovén, Jukka Riekki, Susanna Pirttikangas

Sensors, 2020

Non-Interactive Zero-Knowledge for Blockchain: A Survey.

Juha Partala, Tri Hong Nguyen, Susanna Pirttikangas

IEEE Access, 2020

Fuel consumption analysis of driven trips with respect to route choice.

Ekaterina Gilman, Satu Tamminen, Anja Keskinarkaus, Theodoros Anagnostopoulos, Xiang Su, Susanna Pirttikangas, Jukka Riekki

Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020

WellComp 2020: third international workshop on computing for well-being.

Tadashi Okoshi, Jin Nakazawa, JeongGil Ko, Fahim Kawsar, Susanna Pirttikangas

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Emotional well-being in smart environments: an experiment with EEG.

Fatema Sultana Chowdhury, Lauri Lovén, Marta Cortés, Eija Halkola, Tapio Seppänen, Susanna Pirttikangas

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Edge-supported Microservice-based Resource Discovery for Mist Computing.

Arash Sattari, Rouhollah Ehsani, Teemu Leppänen, Susanna Pirttikangas, Jukka Riekki

Proceedings of the IEEE Intl Conf on Dependable, 2020

Privacy-Aware Blockchain Innovation for 6G: Challenges and Opportunities.

Tri Hong Nguyen, Ngoc Tran, Lauri Lovén, Juha Partala, M. Tahar Kechadi, Susanna Pirttikangas

Proceedings of the 2nd 6G Wireless Summit, 2020

2019

Wrist-worn Wearable Sensors to Understand Insides of the Human Body: Data Quality and Quantity.

Pekka Siirtola, Ella Peltonen, Heli Koskimäki, Henna Mönttinen, Juha Röning, Susanna Pirttikangas

Proceedings of the 5th ACM Workshop on Wearable Systems and Applications, 2019

Blockchain-Based Mobility-as-a-Service.

Tri Hong Nguyen, Juha Partala, Susanna Pirttikangas

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

Towards EDISON: An Edge-Native Approach to Distributed Interpolation of Environmental Data.

Lauri Lovén, Ella Peltonen, Abhinay Pandya, Teemu Leppänen, Ekaterina Gilman, Susanna Pirttikangas, Jukka Riekki

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

WellComp 2019: second international workshop on computing for well-being.

Tadashi Okoshi, Jin Nakazawa, JeongGil Ko, Fahim Kawsar, Susanna Pirttikangas

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Towards measuring well-being in smart environments.

Eija Halkola, Lauri Lovén, Marta Cortés, Ekaterina Gilman, Susanna Pirttikangas

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Privacy preserving sentiment analysis on multiple edge data streams with Apache NiFi.

Abhinay Pandya, Panos Kostakos, Hassan Mehmood, Marta Cortés, Ekaterina Gilman, Mourad Oussalah, Susanna Pirttikangas

Proceedings of the European Intelligence and Security Informatics Conference, 2019

2018

Combining IoT Deployment and Data Visualization: experiences within campus maintenance use-case.

Rumana Yasmin, Miikka Salminen, Ekaterina Gilman, Juha Petäjäjärvi, Konstantin Mikhaylov, Minna Pakanen, Arttu Niemelä, Jukka Riekki, Susanna Pirttikangas, Ari Pouttu

Proceedings of the 9th International Conference on the Network of the Future, 2018

The 3D Point Clouds Registration for Human Foot.

Yi Xie, Xiuqin Shang, Yuqing Li, Xiwei Liu, Fenghua Zhu, Gang Xiong, Susanna Pirttikangas, Jiehan Zhou

Proceedings of the Intelligence Science II, 2018

Design Challenges of Wellbeing Supporting Smart Environment in Collaborative Use Situations.

Minna Pakanen, Lauri Lovén, Paula Alavesa, Ekaterina Gilman, Jacques M. B. Terken, Berry Eggen, Susanna Pirttikangas

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

WellComp 2018: First International Workshop on Computing for Well-Being.

Tadashi Okoshi, JeongGil Ko, Susanna Pirttikangas, Jin Nakazawa, Fahim Kawsar

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Wellbeing in Smart Environments: Definition, Measurement, Prediction and Control.

Lauri Lovén, Minna Pakanen, Ekaterina Gilman, Susanna Pirttikangas

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

SemanPhone: Combining Semantic and Phonetic Word Association in Verbal Learning Context.

Jiyan Lu, Panos A. Kostakos, Mourad Oussalah, Susanna Pirttikangas

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

UbiMI'17: ubiquitous mobile instrumentation.

Aku Visuri, Denzil Ferreira, Susanna Pirttikangas, Vassilis Kostakos, Kåre Synnes, Janne Lindqvist, Yuuki Nishiyama

Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

5th Int. workshop on human activity sensing corpus and applications (HASCA): towards open-ended context awareness.

Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Inoue, Susanna Pirttikangas, Kristof Van Laerhoven

Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016

4^th workshop on human activity sensing corpus and applications: towards open-ended context awareness.

Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Inoue, Susanna Pirttikangas, Kristof Van Laerhoven

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Experiences with smart city traffic pilot.

Susanna Pirttikangas, Ekaterina Gilman, Xiang Su, Teemu Leppänen, Anja Keskinarkaus, Mika Rautiainen, Mikko Pyykkönen, Jukka Riekki

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Continuous Travel Time Prediction for Transit Signal Priority Based on a Deep Network.

Gang Xiong, Wenwen Kang, Feiyue Wang, Fenghua Zhu, Yisheng Lv, Xisong Dong, Jukka Riekki, Susanna Pirttikangas

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

International workshop on human activity sensing corpus and its application (HASCA2015).

Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Sozo Inoue, Susanna Pirttikangas

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Low latency analytics for streaming traffic data with Apache Spark.

Altti Ilari Maarala, Mika Rautiainen, Miikka Salmi, Susanna Pirttikangas, Jukka Riekki

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

International workshop on human activity sensing corpus and its application (HASCA2014).

Nobuo Kawaguchi, Sozo Inoue, Nobuhiko Nishio, Susanna Pirttikangas, Daniel Roggen

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013

Chairs' summary/proposal for international workshop on human activity sensing corpus and its application (hasca2013).

Nobuo Kawaguchi, Nobuhiko Nishio, Daniel Roggen, Kaori Fujinami, Susanna Pirttikangas

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2011

Distributed Road Surface Condition Monitoring Using Mobile Phones.

Mikko Perttunen, Oleksiy Mazhelis, Fengyu Cong, Mikko Kauppila, Teemu Leppänen, Jouni Kantola, Jussi Collin, Susanna Pirttikangas, Janne Haverinen, Tapani Ristaniemi, Jukka Riekki

Proceedings of the Ubiquitous Intelligence and Computing - 8th International Conference, 2011

2010

Aquiba: An Energy-Efficient Mobile Sensing System for Collaborative Human Probes.

Niwat Thepvilojanapong, Shin'ichi Konomi, Jun'ichi Yura, Takeshi Iwamoto, Susanna Pirttikangas, Yasuyuki Ishida, Masayuki Iwai, Yoshito Tobe, Hiroyuki Yokoyama, Jin Nakazawa, Hideyuki Tokuda

Proceedings of the Database Systems for Advanced Applications, 2010

Smart Environments for Occupancy Sensing and Services.

Susanna Pirttikangas, Yoshito Tobe, Niwat Thepvilojanapong

Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010

2009

Askus: Amplifying Mobile Actions.

Shin'ichi Konomi, Niwat Thepvilojanapong, Ryohei Suzuki, Susanna Pirttikangas, Kaoru Sezaki, Yoshito Tobe

Proceedings of the Pervasive Computing, 7th International Conference, 2009

2008

Kuka: An Architecture for Associating an Augmented Artefact with Its User Using Wearable Sensors.

Kaori Fujinami, Susanna Pirttikangas

Proceedings of the IEEE International Conference on Sensor Networks, 2008

Experiences on Data Collection Tools for Wearable and Ubiquitous Computing.

Susanna Pirttikangas, Kaori Fujinami, Simo Hosio

Proceedings of the 2008 International Symposium on Applications and the Internet, 2008

Touch & Share: RFID based ubiquitous file containers.

Iván Sánchez Milara, Jukka Riekki, Jarkko Rousu, Susanna Pirttikangas

Proceedings of the 7th International Conference on Mobile and Ubiquitous Multimedia, 2008

2007

Discriminative Temporal Smoothing for Activity Recognition from Wearable Sensors.

Jaakko Suutala, Susanna Pirttikangas, Juha Röning

Proceedings of the Ubiquitous Computing Systems, 4th International Symposium, 2007

2006

Feature Selection and Activity Recognition from Wearable Sensors.

Susanna Pirttikangas, Kaori Fujinami, Tatsuo Nakajima

Proceedings of the Ubiquitous Computing Systems, Third International Symposium, 2006

Extensions for commongis to enable visual data mining in context-aware systems.

Susanna Pirttikangas, Jukka Riekki, Jaakko Hietajarvi

Proceedings of the IASTED International Conference on Advances in Computer Science and Technology, 2006

2004

Routine Learning: from Reactive to Proactive Environments.

Susanna Pirttikangas

PhD thesis, 2004

Reject-Optional LVQ-Based Two-Level Classifier to Improve Reliability in Footstep Identification.

Jaakko Suutala, Susanna Pirttikangas, Jukka Riekki, Juha Röning

Proceedings of the Pervasive Computing, 2004

Routine Learning: Analyzing Your Whereabouts.

Susanna Pirttikangas, Jukka Riekki, Juha Röning

Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

2003

Context-Recognition and Data Mining Methods for a Health Club Application.

Susanna Pirttikangas, Jukka Riekki, Juha Röning, Jouni Kaartinen

Proceedings of the 12th International Conference on Intelligent and Adaptive Systems and Software Engineering, 2003

2000

Self-Organizing Maps in Adaptive Health Monitoring.

Satu Tamminen, Susanna Pirttikangas, Juha Röning

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000