Information till studenter och medarbetare med anledning av covid-19 (Uppdaterad: 18 maj 2021)

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Umeå universitet
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Personalbild Kary Främling

Kary Främling

Professor i Datavetenskap med inriktning mot dataanalys och maskininlärning. Chef för Explainable AI (XAI) gruppen. Wallenberg AI, Autonomous Systems and Software Program (WASP) professor.

Kontakt

E-post
kary.framling@umu.se

Verksam vid

Anknytning
Professor vid Institutionen för datavetenskap
Plats
MIT-huset, Umeå universitet, MIT.D.452 Umeå universitet, 901 87 Umeå
Contextual Importance and Utility in R: the `ciu' Package
Proceedings of 1st Workshop on Explainable Agency in Artificial Intelligence, at 35th AAAI Conference on Artificial Intelligence, Virtual: 2021 : 110-114
Främling, Kary
Blockchain-based deployment of product-centric information systems
Computers in industry (Print), Elsevier 2021, Vol. 125
Mattila, Juri; Seppälä, Timo; Valkama, Pellervo; et al.
Automated IoT device identification based on full packet information using real-time network traffic
Sensors, MDPI 2021, Vol. 21, (8)
Yousefnezhad, Narges; Malhi, Avleen; Främling, Kary
Py-CIU: A Python Library for Explaining Machine Learning Predictions Using Contextual Importance and Utility
Proceedings
Anjomshoae, Sule; Kampik, Timotheus; Främling, Kary
Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection
Proceedings of the Italian Workshop on Explainable Artificial Intelligence, Technical University of Aachen 2020 : 1-13
Fouladgar, Nazanin; Alirezaie, Marjan; Främling, Kary
A Novel LSTM for Multivariate Time Series with Massive Missingness
Sensors, MDPI 2020, Vol. 20, (10)
Fouladgar, Nazanin; Främling, Kary
XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory
Fouladgar, Nazanin; Främling, Kary
Decision Theory Meets Explainable AI
Explainable, Transparent Autonomous Agents and Multi-Agent Systems: Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers, Cham: Springer 2020 : 57-74
Främling, Kary
A dynamic battery state-of-health forecasting model for electric trucks: li-ion batteries case-study
ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE)
Huotari, Matti; Arora, Shashank; Malhi, Avleen; et al.
bIoTope: Building an IoT Open Innovation Ecosystem for Smart Cities
IEEE Access, IEEE 2020, Vol. 8 : 224318-224342
Javed, Asad; Kubler, Sylvain; Malhi, Avleen; et al.
Scalable IoT Platform for Heterogeneous Devices in Smart Environments
IEEE Access, IEEE 2020, Vol. 8 : 211973-211985
Javed, Asad; Malhi, Avleen; Kinnunen, Tuomas; et al.
IoTEF: A Federated Edge-Cloud Architecture for Fault-Tolerant IoT Applications
Journal of Grid Computing, Springer 2020, Vol. 18 : 57-80
Javed, Asad; Robert, Jérémy; Heljanko, Keijo; et al.
Explainable Agents for Less Bias in Human-Agent Decision Making
EXTRAAMAS: International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems: Explainable, Transparent Autonomous Agents and Multi-Agent Systems, Switzerland: Springer Nature 2020 : 129-146
Malhi, Avleen; Knapic, Samanta; Främling, Kary
An OAuth-based Authentication Mechanism for Open Messaging Interface Standard
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, SciTePress 2020 : 216-225
Monga, Hitesh Chander; Kinnunen, Tuomas; Malhi, Avleen; et al.
Cognitive Perspectives on Context-based Decisions and Explanations
IJCAI-PRICAI 2020 Workshop on XAI
Westberg, Marcus; Främling, Kary
Security in product lifecycle of IoT devices: A survey
Journal of Network and Computer Applications, Elsevier 2020, Vol. 171
Yousefnezhad, Narges; Malhi, Avleen; Främling, Kary
Explanations of black-box model predictions by contextual importance and utility
Explainable, transparent autonomous agents and multi-agent systems: first international workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13–14, 2019, revised selected papers, Springer 2019 : 95-109
Anjomshoae, Sule; Främling, Kary; Najjar, Amro
Explainable Agents and Robots: Results from a Systematic Literature Review
AAMAS '19: Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, International Foundation for Autonomous Agents and MultiAgent Systems 2019 : 1078-1088
Anjomshoae, Sule; Najjar, Amro; Calvaresi, Davide; et al.
Access Time Improvement Framework for Standardized IoT Gateways
2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), IEEE 2019 : 220-226
Javed, Asad; Yousefnezhad, Narges; Robert, Jérémy; et al.
Agent-based Business Process Orchestration for IoT
WI '19 IEEE/WIC/ACM International Conference on Web Intelligence, New York: ACM Press 2019 : 393-397
Kampik, Timotheus; Malhi, Avleen; Främling, Kary
Data discovery method for Extract-Transform-Load
2019 IEEE 10th International Conference on Mechanical and Intelligent Manufacturing Technologies (ICMIMT), IEEE 2019 : 174-181
Madhikermi, Manik; Främling, Kary
Explainable artificial intelligence based heat recycler fault detection in air handling unit
Lecture Notes in Computer Science, Vol. 11763 LNAI, Springer-Verlag New York 2019 : 110-125
Madhikermi, Manik; Malhi, Avleen; Främling, Kary
Between the Megalopolis and the Deep Blue Sky: Challenges of Transport with UAVs in Future Smart Cities
AAMAS '19: PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, ASSOC COMPUTING MACHINERY 2019 : 1649-1653
Mualla, Yazan; Najjar, Amro; Galland, Stephane; et al.
Exploring numerical calculations with CalcNet
2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI), IEEE Computer Society 2019 : 1374-1379
Rana, Ashish; Malhi, Avleen; Främling, Kary
A framework for integrating BIM and IoT through open standards
Automation in Construction, Elsevier 2018, Vol. 95 : 35-45
Dave, Bhargav; Buda, Andrea; Nurminen, Antti; et al.
Heat Recovery Unit Failure Detection in Air Handling Unit
IFIP International Conference on Advances in Production Management Systems: APMS 2018: Advances in Production Management Systems. Smart Manufacturing for Industry 4.0, Springer 2018 : 343-350
Främling, Kary
CEFIoT: A Fault Tolerant IoT Architecture for Edge and Cloud
2018 IEEE 4th World Forum on Internet of Things (WF-IoT)
Javed, Asad; Heljanko, Keijo; Buda, Andrea; et al.
Open IoT Ecosystem for Smart EV Charging
2018 Global Internet of Things Summit (GIoTS)
Karpenko, Anastasiia; Kinnunen, Tuomas; Främling, Kary; et al.
Data Exchange Interoperability in IoT Ecosystem for Smart Parking and EV Charging
Sensors, MDPI 2018, Vol. 18, (12)
Karpenko, Anastasiia; Kinnunen, Tuomas; Madhikermi, Manik; et al.
Data Exchange Standard for Industrial Internet of Things
2018 3rd International Conference on System Reliability and Safety (ICSRS), IEEE 2018 : 53-61
Madhikermi, Manik; Yousefnezhad, Narges; Främling, Kary
MeDI: Measurement-based Device Identification Framework for Internet of Things
2018 IEEE 16TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), IEEE 2018 : 95-100
Yousefnezhad, Narges; Madhikermi, Manik; Främling, Kary
Combined Use of Lifecycle Management and IoT in Smart Cities
2017 11th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)
Hefnawy, Ahmed; Elhariri, Taha; Cherifi, Chantal; et al.
Data Model Logger - Data Discovery for Extract-Transform-Load
2017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS)
Madhikermi, Manik; Buda, Andrea; Dave, Bhargav; et al.
Key data quality pitfalls for condition based maintenance
2017 2nd International Conference on System Reliability and Safety (ICSRS), IEEE 2017 : 474-480
Madhikermi, Manik; Buda, Andrea; Dave, Bhargav; et al.
Open IoT ecosystem for enhanced interoperability in smart cities - Example of Métropole de Lyon
Sensors, MDPI 2017, Vol. 17, (12)
Robert, Jérémy; Kubler, Sylvain; Kolbe, Niklas; et al.
Authentication and Access Control for Open Messaging Interface Standard
MobiQuitous 2017: Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services
Yousefnezhad, Narges; Filippov, Roman; Javed, Asad; et al.
Visa publikationer i DiVA

Forskargrupper

Forskningsledare
XAI – Explainable AI

Från om med vårterminen 2021: Bearbetning och visualisering av data. Se https://www.umu.se/utbildning/kursplan/5dv217/