Kary Främling
Orcid: 0000-0002-8078-5172
According to our database1,
Kary Främling
authored at least 123 papers
between 1996 and 2024.
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Bibliography
2024
Contextual Importance and Utility in Python: New Functionality and Insights with the py-ciu Package.
CoRR, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
py_ciu_image: A Python Library for Explaining Image Classification with Contextual Importance and Utility.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2024
2023
A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products.
Sensors, March, 2023
Proceedings of the Explainable Artificial Intelligence, 2023
An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets.
Proceedings of the Explainable Artificial Intelligence, 2023
Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility.
Proceedings of the Explainable Artificial Intelligence, 2023
Feature Importance versus Feature Influence and What It Signifies for Explainable AI.
Proceedings of the Explainable Artificial Intelligence, 2023
Investigating Lipschitz Constants in Neural Ensemble Models to Improve Adversarial Robustness.
Proceedings of the 7th International Conference on System Reliability and Safety, 2023
Proceedings of the Artificial Neural Networks and Machine Learning, 2023
Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023
Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2023
2022
CN-waterfall: a deep convolutional neural network for multimodal physiological affect detection.
Neural Comput. Appl., 2022
Metrics and Evaluations of Time Series Explanations: An Application in Affect Computing.
IEEE Access, 2022
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022
Smartphone Based Grape Leaf Disease Diagnosis and Remedial System Assisted with Explanations.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2022
2021
Automated IoT Device Identification Based on Full Packet Information Using Real-Time Network Traffic.
Sensors, 2021
Explainable Artificial Intelligence for Human Decision Support System in the Medical Domain.
Mach. Learn. Knowl. Extr., 2021
CoRR, 2021
A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study.
CoRR, 2021
Comput. Ind., 2021
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts.
Appl. Soft Comput., 2021
IEEE Access, 2021
Online Product Advertisement Prediction and Explanation in Large-scale Social Networks.
Proceedings of the Eighth International Conference on Social Network Analysis, 2021
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021
ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021
2020
J. Grid Comput., 2020
XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory.
CoRR, 2020
IEEE Access, 2020
IEEE Access, 2020
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020
A Clean Air Journey Planner for pedestrians using high resolution near real time air quality data.
Proceedings of the 16th International Conference on Intelligent Environments, 2020
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2020
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2020
Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020
Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection.
Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence, 2020
2019
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019
Between the Megalopolis and the Deep Blue Sky: Challenges of Transport with UAVs in Future Smart Cities.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Explainable Artificial Intelligence Based Heat Recycler Fault Detection in Air Handling Unit.
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2019
2018
Sensors, 2018
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018
Proceedings of the Advances in Production Management Systems. Smart Manufacturing for Industry 4.0, 2018
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018
Proceedings of the 2018 Global Internet of Things Summit, 2018
2017
Open IoT Ecosystem for Enhanced Interoperability in Smart Cities - Example of Métropole De Lyon.
Sensors, 2017
Proceedings of the 11th International Conference on Software, 2017
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017
2016
Expert Syst. Appl., 2016
Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016
Proceedings of the Product Lifecycle Management for Digital Transformation of Industries, 2016
Proceedings of the Product Lifecycle Management for Digital Transformation of Industries, 2016
O-MI/O-DF standards as interoperability enablers for Industrial Internet: A performance analysis.
Proceedings of the IECON 2016, 2016
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
2015
Pervasive Mob. Comput., 2015
Int. J. RF Technol. Res. Appl., 2015
Comput. Aided Des., 2015
Proceedings of the IEEE World Conference on Factory Communication Systems, 2015
Proceedings of the Service Orientation in Holonic and Multi-Agent Manufacturing, 2015
Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015
Proceedings of the DATA 2015, 2015
2014
QLM Messaging Standards: Introduction and Comparison with Existing Messaging Protocols.
Proceedings of the Service Orientation in Holonic and Multi-Agent Manufacturing and Robotics, 2014
IEEE Internet Things J., 2014
Comput. Ind., 2014
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014
Proceedings of the ICEIS 2014, 2014
Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014
2013
Proceedings of the Service Orientation in Holonic and Multi Agent Manufacturing and Robotics, 2013
Ind. Manag. Data Syst., 2013
Comput. Ind. Eng., 2013
Proceedings of the Trends in Mobile Web Information Systems, 2013
Proceedings of the Trends in Mobile Web Information Systems, 2013
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013
Proceedings of the Advances in Production Management Systems. Sustainable Production and Service Supply Chains, 2013
2011
J. Netw. Comput. Appl., 2011
Instance-Informed Information Systems: A Pre-requisite for Energy-Efficient and Green Information Systems.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2011
2009
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009
2008
Light-weight Reinforcement Learning with Function Approximation for Real-life Control Tasks.
Proceedings of the ICINCO 2008, 2008
Gathering Product Data from Smart Products.
Proceedings of the ICEIS 2008, 2008
2007
Neural Networks, 2007
Requirements on unique identifiers for managing product lifecycle information: comparison of alternative approaches.
Int. J. Comput. Integr. Manuf., 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
Proceedings of the IEEE Conference on Automation Science and Engineering, 2007
2006
Product Centric Integration: Exploring The Impact Of RFID And Agent Technology On Supply Chain Management.
Proceedings of the Network-Centric Collaboration and Supporting Frameworks, 2006
2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
2004
Int. J. Electron. Bus., 2004
Scaled Gradient Descent Learning Rate - Reinforcement Learning with Light-Seeking Robot.
Proceedings of the ICINCO 2004, 2004
2003
Comput. Ind., 2003
The product centric approach: a solution to supply network information management problems?
Comput. Ind., 2003
2002
Integrating Material and Information Flows Using a Distributed Peer-to-Peer Information System.
Proceedings of the Collaborative Systems for Production Management, 2002
1996
Modélisation et apprentissage des préférences par réseaux de neurones pour l'aide à la décision multicritère. (Learning and Explaining Preferences with Neural Networks for Multiple Criteria Decision Making).
PhD thesis, 1996