The Intelligent Systems group’s main focus are methods and techniques for intelligent systems enabling adaptation, learning, experience reuse and experience sharing.
We are active participants in a number of networks and are also well integrated with the Swedish network for production and intelligent systems. Peter Funk was chairman of the Swedish AI society (2006-2010), invited as a conference chair/organiser (ECAI Spain 2004, SAIS Västerås 2005, SCAI 2008 at IVA), session chairman and program chairman at high ranked conferences and workshops, also a guest editor and reviewer in high ranked journals. Peter was also an invited guest speaker, opponent and member of the examination board for a number of PhD vivas (Trinity Colleague Ireland, UCD, National University of Ireland, KTH, Luleå) and expert evaluator for promotion of associate professors and professor (both national and international). The research group has a good publication record in highly ranked journals and conferences.
Research Focus:
- Research on monitoring and diagnostics (production, products and medical applications)
- Research on decision support systems
- Research on knowledge discovery, feature identification and data mining
- Research on complex systems beyond modeling and simulation
- Research on information fusion and case-based reasoning
- Case studies and prototypes in real industrial environment
The Intelligent Systems group is one of 4 key research groups within Mälardalen University’s Intelligent Sensor Systems research profile (one of Mälardalen University's six prioritized research and education profiles with ~50 researchers, lecturer and PhD students) and the Intelligent Systems group is also an active partner in Innovation and Product Realisation profile with joint research projects and applications.
Students in our Bachelors degree and Masters programs are confronted with solving real problems for industry and in their master thesis they are strongly linked to industry and ongoing research projects. A number large number of masters projects and research projects have been performed with both SME companies and large companies, e.g. Volvo CE, ABB Automation, Volvo Aero, Volvo Cars, SKF, Ericsson and Siemens. Since the group was founded in 2000, monitoring, classification, diagnosis and decision support have been focus areas with applications in both industry and health care. We also have many "gränsgångare", many of our senior researchers have worked in industry.
Research funding from SSF ProViking, KKS, NovaMedTech, EU FP 7.
[Show all publications]
Quality Index Analysis on Camera-based R-peak Identification Considering Movements and Light Illumination
(Jun 2018) Mobyen Uddin Ahmed, Hamidur Rahman, Shahina Begum 15th International Conference on Wearable, Micro & Nano technologies for Personalized Health (pHealth2018)
Internet of Things (IoT) Technologies for HealthCare
(Mar 2018) Mobyen Uddin Ahmed, Shahina Begum, Jean-Baptiste Bastel 4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)
Automated EEG Artifact Handling with Application in Driver Monitoring
(Dec 2017) Shaibal Barua, Mobyen Uddin Ahmed,
Christer Ahlström
, Shahina Begum, Peter Funk IEEE Journal of Biomedical and Health Informatics (J-BHI)
Cloud-based Data Analytics on Human Factor Measurement to Improve Safer Transport
(Nov 2017) Mobyen Uddin Ahmed, Shahina Begum,
Carlos Alberto Catalina
,
Lior Limonad
,
Bertil Hök
,
Gianluca Di Flumeri 4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)
Run-Time Assurance for the E-care@home System
(Nov 2017) Mobyen Uddin Ahmed, Hossein Fotouhi,
Uwe Köckemann
, Maria Lindén, Ivan Tomasic,
Nicolas Tsiftes
,
Thiemo Voigt 4th EAI International Conference on IoT Technologies for HealthCare (HealthyIoT'17)
Big Data Analytics in Health Monitoring at Home
(Oct 2017) Mobyen Uddin Ahmed, Shahina Begum Medicinteknikdagarna 2017 (MTD 2017)