Jens Lundström

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 17

Top Topics

Activity Recognition

Top Venues

PerCom Workshops

SN Comput. Sci.

Expert Syst. Appl.

Publications

Jens Lundström, Atiye Sadat Hashemi, Prayag Tiwari
Explainable Graph Neural Networks for Atherosclerotic Cardiovascular Disease. MIE (2023)
Atiye Sadat Hashemi, Amira Soliman, Jens Lundström, Kobra Etminani
Domain Knowledge-Driven Generation of Synthetic Healthcare Data. MIE (2023)
Atiye Sadat Hashemi, Kobra Etminani, Amira Soliman, Omar Hamed, Jens Lundström
Time-series Anonymization of Tabular Health Data using Generative Adversarial Network. IJCNN (2023)
Reza Khoshkangini, Mohsen Tajgardan, Jens Lundström, Mahdi Rabbani, Daniel Tegnered
A Snapshot-Stacked Ensemble and Optimization Approach for Vehicle Breakdown Prediction. Sensors 23 (12) (2023)
Reza Khoshkangini, Peyman Sheikholharam Mashhadi, Daniel Tegnered, Jens Lundström, Thorsteinn S. Rögnvaldsson
Predicting Vehicle Behavior Using Multi-task Ensemble Learning. Expert Syst. Appl. 212 (2023)
Netzahualcóyotl Hernández, Jens Lundström, Jesús Favela, Ian R. McChesney, Bert Arnrich
Literature Review on Transfer Learning for Human Activity Recognition Using Mobile and Wearable Devices with Environmental Technology. SN Comput. Sci. 1 (1) (2020)
Miguel Angel Ortiz Barrios, Jens Lundström, Jonathan Synnott, Eric Järpe, Anita Pinheiro Sant'Anna
Complementing real datasets with simulated data: a regression-based approach. Multim. Tools Appl. 79 (45-46) (2020)
Rebeen Ali Hamad, Masashi Kimura, Jens Lundström
Efficacy of Imbalanced Data Handling Methods on Deep Learning for Smart Homes Environments. SN Comput. Sci. 1 (4) (2020)
Shuai Zhang, Chris D. Nugent, Jens Lundström, Min Sheng
. Informatics 5 (1) (2018)
Rebeen Ali Hamad, Eric Järpe, Jens Lundström
Stability Analysis of the t-SNE Algorithm for Human Activity Pattern Data. SMC (2018)
Chris D. Nugent, Jonathan Synnott, Celeste Gabrielli, Shuai Zhang, Macarena Espinilla, Alberto Calzada, Jens Lundström, Ian Cleland, Kåre Synnes, Josef Hallberg, Susanna Spinsante, Miguel Angel Ortiz Barrios
Improving the Quality of User Generated Data Sets for Activity Recognition. UCAmI (2) (2016)
Thorsteinn S. Rögnvaldsson, Antanas Verikas, Josef Bigün, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Björn Åstrand, Jens Lundström, Stefan Byttner, Roland Thörner, Fernando Alonso-Fernandez, Martin Cooney, Rafael Valencia
Center for Applied Intelligent Systems Research (Position paper). SAIS (2016)
Jens Lundström, Wagner Ourique de Morais, Maria Menezes, Celeste Gabrielli, João Bentes, Anita Pinheiro Sant'Anna, Jonathan Synnott, Chris D. Nugent
Halmstad Intelligent Home - Capabilities and Opportunities. HealthyIoT (2016)
Jonathan Synnott, Chris D. Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina Quero, Jens Lundström
Environment Simulation for the Promotion of the Open Data Initiative. SMARTCOMP (2016)
Susanna Spinsante, Alberto Angelici, Jens Lundström, Macarena Espinilla, Ian Cleland, Chris D. Nugent
A Mobile Application for Easy Design and Testing of Algorithms to Monitor Physical Activity in the Workplace. Mob. Inf. Syst. 2016 (2016)
Jens Lundström, Eric Järpe, Antanas Verikas
Detecting and exploring deviating behaviour of smart home residents. Expert Syst. Appl. 55 (2016)
Chris D. Nugent, Ian Cleland, Anita Pinheiro Sant'Anna, Macarena Espinilla, Jonathan Synnott, Oresti Banos, Jens Lundström, Josef Hallberg, Alberto Calzada
An initiative for the creation of open datasets within pervasive healthcare. PervasiveHealth (2016)
Jens Lundström, Jonathan Synnott, Eric Järpe, Chris D. Nugent
Smart home simulation using avatar control and probabilistic sampling. PerCom Workshops (2015)
Jens Lundström, Wagner Ourique de Morais, Martin Cooney
A holistic smart home demonstrator for anomaly detection and response. PerCom Workshops (2015)
Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström
Active In-Database Processing to Support Ambient Assisted Living Systems. Sensors 14 (8) (2014)
Jens Lundström, Antanas Verikas
Assessing print quality by machine in offset colour printing. Knowl. Based Syst. 37 (2013)
Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström
A Database-Centric Architecture for Home-Based Health Monitoring. IWAAL (2013)
Antanas Verikas, Jens Lundström, Marija Bacauskiene, Adas Gelzinis
Advances in computational intelligence-based print quality assessment and control in offset colour printing. Expert Syst. Appl. 38 (10) (2011)
Jens Lundström, Antanas Verikas
Detecting halftone dots for offset print quality assessment using soft computing. FUZZ-IEEE (2010)