Kary Främling

Orcid: 0000-0002-8078-5172

According to our database1, Kary Främling authored at least 123 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Smooth-edged Perturbations Improve Perturbation-based Image Explanations.
CoRR, 2024

Contextual Importance and Utility in Python: New Functionality and Insights with the py-ciu Package.
CoRR, 2024

Enhancing Vulnerable Class Robustness in Adversarial Machine Learning.
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

Context, Utility and Influence of an Explanation.
CoRR, 2023

Do Intermediate Feature Coalitions Aid Explainability of Black-Box Models?
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

Improving Neural Network Verification Efficiency Through Perturbation Refinement.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

IoT Open Messaging Standards: Performance Comparison with MQTT and CoAP Protocols.
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

Contextual Importance and Utility: aTheoretical Foundation.
CoRR, 2022

Metrics and Evaluations of Time Series Explanations: An Application in Affect Computing.
IEEE Access, 2022

Contextual Importance and Utility: A Theoretical Foundation.
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

Towards a Rigorous Evaluation of Explainability for Multivariate Time Series.
CoRR, 2021

A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study.
CoRR, 2021

Cognitive Perspectives on Context-based Decisions and Explanations.
CoRR, 2021

Blockchain-based deployment of product-centric information systems.
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

One-to-Many Negotiation QoE Management Mechanism for End-User Satisfaction.
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

Air Handling Unit Explainability Using Contextual Importance and Utility.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2021

Context-specific sampling method for contextual explanations.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Towards Explainable and Trustworthy Autonomous Physical Systems.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Assessing Explainability in Reinforcement Learning.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021

Comparison of Contextual Importance and Utility with LIME and Shapley Values.
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

Visual Explanations for DNNs with Contextual Importance.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2021

2020
A Novel LSTM for Multivariate Time Series with Massive Missingness.
Sensors, 2020

Security in product lifecycle of IoT devices: A survey.
J. Netw. Comput. Appl., 2020

IoTEF: A Federated Edge-Cloud Architecture for Fault-Tolerant IoT Applications.
J. Grid Comput., 2020

XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory.
CoRR, 2020

Explainable AI without Interpretable Model.
CoRR, 2020

Scalable IoT Platform for Heterogeneous Devices in Smart Environments.
IEEE Access, 2020

bIoTope: Building an IoT Open Innovation Ecosystem for Smart Cities.
IEEE Access, 2020

Edge Computing-based Fault-Tolerant Framework: A Case Study on Vehicular Networks.
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

Product Lifecycle Information Management with Digital Twin: A Case Study.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

An OAuth-based Authentication Mechanism for Open Messaging Interface Standard.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Explainable Agents for Less Bias in Human-Agent Decision Making.
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2020

Decision Theory Meets Explainable AI.
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2020

Exploring Contextual Importance and Utility in Explaining Affect Detection.
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
Agent-based Business Process Orchestration for IoT.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Access Time Improvement Framework for Standardized IoT Gateways.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Exploring Numerical Calculations with CalcNet.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Explaining Machine Learning-Based Classifications of In-Vivo Gastral Images.
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

Explainable Agents and Robots: Results from a Systematic Literature Review.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Explanations of Black-Box Model Predictions by Contextual Importance and Utility.
Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2019

2018
Data Exchange Interoperability in IoT Ecosystem for Smart Parking and EV Charging.
Sensors, 2018

CEFIoT: A fault-tolerant IoT architecture for edge and cloud.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

MeDI: Measurement-based Device Identification Framework for Internet of Things.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Heat Recovery Unit Failure Detection in Air Handling Unit.
Proceedings of the Advances in Production Management Systems. Smart Manufacturing for Industry 4.0, 2018

Data Exchange Standard for Industrial Internet of Things.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

Open IoT Ecosystem for Smart EV Charging.
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

Open IoT Ecosystem for Sporting Event Management.
IEEE Access, 2017

Combined use of lifecycle management and IoT in smart cities.
Proceedings of the 11th International Conference on Software, 2017

Authentication and Access Control for Open Messaging Interface Standard.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

Key data quality pitfalls for condition based maintenance.
Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

Data Model Logger - Data Discovery for Extract-Transform-Load.
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
Data quality assessment of maintenance reporting procedures.
Expert Syst. Appl., 2016

IoT-based Smart Parking System for Sporting Event Management.
Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems: Computing, 2016

Building Lifecycle Management System for Enhanced Closed Loop Collaboration.
Proceedings of the Product Lifecycle Management for Digital Transformation of Industries, 2016

Lifecycle Management in the Smart City Context: Smart Parking Use-Case.
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

IoT-based interoperability framework for asset and fleet management.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

2015
A standardized approach to deal with firewall and mobility policies in the IoT.
Pervasive Mob. Comput., 2015

Typology of configurable RFID tracking in fashion logistics.
Int. J. RF Technol. Res. Appl., 2015

P2P Data synchronization for product lifecycle management.
Comput. Ind., 2015

Enhanced Product Lifecycle Information Management using "communicating materials".
Comput. Aided Des., 2015

Data supply chain in Industrial Internet.
Proceedings of the IEEE World Conference on Factory Communication Systems, 2015

Technological Theory of Cloud Manufacturing.
Proceedings of the Service Orientation in Holonic and Multi-Agent Manufacturing, 2015

Opportunity to Leverage Information-as-an-Asset in the IoT - The Road Ahead.
Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015

Data Quality Assessment of Company's Maintenance Reporting: A Case Study.
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

Universal Messaging Standards for the IoT From a Lifecycle Management Perspective.
IEEE Internet Things J., 2014

Group fuzzy AHP approach to embed relevant data on "communicating material".
Comput. Ind., 2014

Peer-to-Peer Data Synchronization Agents.
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

CaPLIM: The Next Generation of Product Lifecycle Information Management?.
Proceedings of the ICEIS 2014, 2014

Standardized Framework for Integrating Domain-Specific Applications into the IoT.
Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

Towards data exchange interoperability in building lifecycle management.
Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

2013
Assessment of EPCIS Standard for Interoperable Tracking in the Supply Chain.
Proceedings of the Service Orientation in Holonic and Multi Agent Manufacturing and Robotics, 2013

Supply chain tracking: aligning buyer and supplier incentives.
Ind. Manag. Data Syst., 2013

Sustainable PLM through Intelligent Products.
Eng. Appl. Artif. Intell., 2013

Information dissemination framework for context-aware products.
Comput. Ind. Eng., 2013

Deferred Retrieval of IoT Information Using QLM Messaging Interface.
Proceedings of the Trends in Mobile Web Information Systems, 2013

Embedded Data on Intelligent Products - Impact on Real-Time Applications.
Proceedings of the Trends in Mobile Web Information Systems, 2013

Two-Way Communications Through Firewalls Using QLM Messaging.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

Proposal of an Interoperability Standard Supporting PLM and Knowledge Sharing.
Proceedings of the Advances in Production Management Systems. Sustainable Production and Service Supply Chains, 2013

2011
Enabling through life product-instance management: Solutions and challenges.
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
Intelligent Products: A survey.
Comput. Ind., 2009

Roadmap to tracking based business and intelligent products.
Comput. Ind., 2009

Editorial.
Comput. Ind., 2009

Integration and uses of RF Memory Tags with Smart Space Semantic Web Middleware.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

From Tracking with RFID to Intelligent Products.
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
Guiding exploration by pre-existing knowledge without modifying reward.
Neural Networks, 2007

Requirements on unique identifiers for managing product lifecycle information: comparison of alternative approaches.
Int. J. Comput. Integr. Manuf., 2007

Design patterns for managing product life cycle information.
Commun. ACM, 2007

Replacing eligibility trace for action-value learning with function approximation.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

Open-Source Demo System to Support Automated Identification and Tracking Workshops.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2007

2006
Agent-based model for managing composite product information.
Comput. Ind., 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
Dual Memory Model for Using Pre-existing Knowledge in Reinforcement Learning Tasks.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Adaptive robot learning in a non-stationary environment.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004
Wireless item identification: a solution for e-commerce fulfilment problems.
Int. J. Electron. Bus., 2004

Scaled Gradient Descent Learning Rate - Reinforcement Learning with Light-Seeking Robot.
Proceedings of the ICINCO 2004, 2004

2003
Intelligent products - a step towards a more effective project delivery chain.
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


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