Jens Lundström

28 papers B 5Misc 1Journal 13Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Expanding Polynomial Kernels for Global and Local Explanations of Support Vector Machines. IDA Rikard Vinge, Stefan Byttner, Jens Lundström
2025	Misc	`conf`	Latent Space Score-based Diffusion Model for Probabilistic Multivariate Time Series Imputation. ICASSP Guojun Liang, Najmeh Abiri, Atiye Sadat Hashemi, Jens Lundström, Stefan Byttner, Prayag Tiwari
2025	J	`jnl`	Weighted Contrastive Learning for Anomaly-Aware Time-Series Forecasting. CoRR Joel Ekstrand, Tor Mattsson, Zahra Taghiyarrenani, Slawomir Nowaczyk, Jens Lundström, Mikael Lindén
2024	J	`jnl`	Latent Space Score-based Diffusion Model for Probabilistic Multivariate Time Series Imputation. CoRR Guojun Liang, Najmeh Abiri, Atiye Sadat Hashemi, Jens Lundström, Stefan Byttner, Prayag Tiwari
2023	J	`jnl`	A Snapshot-Stacked Ensemble and Optimization Approach for Vehicle Breakdown Prediction. Sensors Reza Khoshkangini, Mohsen Tajgardan, Jens Lundström, Mahdi Rabbani, Daniel Tegnered
2023	—	`conf`	Domain Knowledge-Driven Generation of Synthetic Healthcare Data. MIE Atiye Sadat Hashemi, Amira Soliman, Jens Lundström, Kobra Etminani
2023	—	`conf`	Explainable Graph Neural Networks for Atherosclerotic Cardiovascular Disease. MIE Jens Lundström, Atiye Sadat Hashemi, Prayag Tiwari
2023	J	`jnl`	Predicting Vehicle Behavior Using Multi-task Ensemble Learning. Expert Syst. Appl. Reza Khoshkangini, Peyman Sheikholharam Mashhadi, Daniel Tegnered, Jens Lundström, Thorsteinn S. Rögnvaldsson
2023	B	`conf`	Time-series Anonymization of Tabular Health Data using Generative Adversarial Network. IJCNN Atiye Sadat Hashemi, Kobra Etminani, Amira Soliman, Omar Hamed, Jens Lundström
2020	J	`jnl`	Complementing real datasets with simulated data: a regression-based approach. Multim. Tools Appl. Miguel Angel Ortiz Barrios, Jens Lundström, Jonathan Synnott, Eric Järpe, Anita Pinheiro Sant'Anna
2020	J	`jnl`	Efficacy of Imbalanced Data Handling Methods on Deep Learning for Smart Homes Environments. SN Comput. Sci. Rebeen Ali Hamad, Masashi Kimura, Jens Lundström
2020	J	`jnl`	Literature Review on Transfer Learning for Human Activity Recognition Using Mobile and Wearable Devices with Environmental Technology. SN Comput. Sci. Netzahualcóyotl Hernández, Jens Lundström, Jesús Favela, Ian R. McChesney, Bert Arnrich
2018	J	`jnl`	Ambient Assisted Living for Improvement of Health and Quality of Life - A Special Issue of the Journal of Informatics Shuai Zhang, Chris D. Nugent, Jens Lundström, Min Sheng
2018	B	`conf`	Stability Analysis of the t-SNE Algorithm for Human Activity Pattern Data. SMC Rebeen Ali Hamad, Eric Järpe, Jens Lundström
2016	J	`jnl`	A Mobile Application for Easy Design and Testing of Algorithms to Monitor Physical Activity in the Workplace. Mob. Inf. Syst. Susanna Spinsante, Alberto Angelici, Jens Lundström, Macarena Espinilla, Ian Cleland, Chris D. Nugent
2016	—	`conf`	An initiative for the creation of open datasets within pervasive healthcare. PervasiveHealth Chris D. Nugent, Ian Cleland, Anita Pinheiro Sant'Anna, Macarena Espinilla, Jonathan Synnott, Oresti Banos, Jens Lundström, Josef Hallberg, Alberto Calzada
2016	—	`conf`	Center for Applied Intelligent Systems Research (Position paper). SAIS 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
2016	J	`jnl`	Detecting and exploring deviating behaviour of smart home residents. Expert Syst. Appl. Jens Lundström, Eric Järpe, Antanas Verikas
2016	B	`conf`	Environment Simulation for the Promotion of the Open Data Initiative. SMARTCOMP Jonathan Synnott, Chris D. Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina Quero, Jens Lundström
2016	—	`conf`	Halmstad Intelligent Home - Capabilities and Opportunities. HealthyIoT Jens Lundström, Wagner Ourique de Morais, Maria Menezes, Celeste Gabrielli, João Bentes, Anita Pinheiro Sant'Anna, Jonathan Synnott, Chris D. Nugent
2016	—	`conf`	Improving the Quality of User Generated Data Sets for Activity Recognition. UCAmI (2) 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
2015	—	`conf`	A holistic smart home demonstrator for anomaly detection and response. PerCom Workshops Jens Lundström, Wagner Ourique de Morais, Martin Cooney
2015	—	`conf`	Smart home simulation using avatar control and probabilistic sampling. PerCom Workshops Jens Lundström, Jonathan Synnott, Eric Järpe, Chris D. Nugent
2014	J	`jnl`	Active In-Database Processing to Support Ambient Assisted Living Systems. Sensors Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström
2013	—	`conf`	A Database-Centric Architecture for Home-Based Health Monitoring. IWAAL Wagner Ourique de Morais, Jens Lundström, Nicholas Wickström
2013	J	`jnl`	Assessing print quality by machine in offset colour printing. Knowl. Based Syst. Jens Lundström, Antanas Verikas
2011	J	`jnl`	Advances in computational intelligence-based print quality assessment and control in offset colour printing. Expert Syst. Appl. Antanas Verikas, Jens Lundström, Marija Bacauskiene, Adas Gelzinis
2010	B	`conf`	Detecting halftone dots for offset print quality assessment using soft computing. FUZZ-IEEE Jens Lundström, Antanas Verikas