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Jens Lundström
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2020 – today
- 2023
- [j11]Reza Khoshkangini, Peyman Sheikholharam Mashhadi, Daniel Tegnered, Jens Lundström, Thorsteinn S. Rögnvaldsson:
Predicting Vehicle Behavior Using Multi-task Ensemble Learning. Expert Syst. Appl. 212: 118716 (2023) - [j10]Reza Khoshkangini, Mohsen Tajgardan, Jens Lundström, Mahdi Rabbani, Daniel Tegnered:
A Snapshot-Stacked Ensemble and Optimization Approach for Vehicle Breakdown Prediction. Sensors 23(12): 5621 (2023) - [c13]Atiye Sadat Hashemi, Kobra Etminani, Amira Soliman, Omar Hamed, Jens Lundström:
Time-series Anonymization of Tabular Health Data using Generative Adversarial Network. IJCNN 2023: 1-8 - [c12]Atiye Sadat Hashemi, Amira Soliman, Jens Lundström, Kobra Etminani:
Domain Knowledge-Driven Generation of Synthetic Healthcare Data. MIE 2023: 352-353 - [c11]Jens Lundström, Atiye Sadat Hashemi, Prayag Tiwari:
Explainable Graph Neural Networks for Atherosclerotic Cardiovascular Disease. MIE 2023: 603-604 - 2020
- [j9]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): 34301-34324 (2020) - [j8]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): 66 (2020) - [j7]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): 204 (2020)
2010 – 2019
- 2018
- [j6]Shuai Zhang, Chris D. Nugent, Jens Lundström, Min Sheng:
Ambient Assisted Living for Improvement of Health and Quality of Life - A Special Issue of the Journal of Informatics. Informatics 5(1): 4 (2018) - [c10]Rebeen Ali Hamad, Eric Järpe, Jens Lundström:
Stability Analysis of the t-SNE Algorithm for Human Activity Pattern Data. SMC 2018: 1839-1845 - 2016
- [j5]Jens Lundström, Eric Järpe, Antanas Verikas:
Detecting and exploring deviating behaviour of smart home residents. Expert Syst. Appl. 55: 429-440 (2016) - [j4]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: 5126816:1-5126816:17 (2016) - [c9]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: 9-15 - [c8]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: 318-321 - [c7]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: 129:005 - [c6]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: 1-6 - [c5]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: 104-110 - 2015
- [c4]Jens Lundström, Wagner Ourique de Morais, Martin Cooney:
A holistic smart home demonstrator for anomaly detection and response. PerCom Workshops 2015: 330-335 - [c3]Jens Lundström, Jonathan Synnott, Eric Järpe, Chris D. Nugent:
Smart home simulation using avatar control and probabilistic sampling. PerCom Workshops 2015: 336-341 - 2014
- [j3]Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström:
Active In-Database Processing to Support Ambient Assisted Living Systems. Sensors 14(8): 14765-14785 (2014) - 2013
- [j2]Jens Lundström, Antanas Verikas:
Assessing print quality by machine in offset colour printing. Knowl. Based Syst. 37: 70-79 (2013) - [c2]Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström:
A Database-Centric Architecture for Home-Based Health Monitoring. IWAAL 2013: 26-34 - 2011
- [j1]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): 13441-13447 (2011) - 2010
- [c1]Jens Lundström, Antanas Verikas:
Detecting halftone dots for offset print quality assessment using soft computing. FUZZ-IEEE 2010: 1-7
Coauthor Index
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