Kary Främling

ORCID

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 77

Top Venues

INSA de Lyon, Lyon - Villeurbanne, France (PHD)

Education History

INSA de Lyon, Lyon - Villeurbanne, France

PHD

Publications

Minal Suresh Patil, Kary Främling
Investigating Lipschitz Constants in Neural Ensemble Models to Improve Adversarial Robustness. ICSRS (2023)
Minal Suresh Patil, Kary Främling
Do Intermediate Feature Coalitions Aid Explainability of Black-Box Models? xAI (1) (2023)
Avleen Malhi, Asad Javed, Narges Yousefnezhad, Kary Främling
IoT Open Messaging Standards: Performance Comparison with MQTT and CoAP Protocols. FiCloud (2023)
Minal Suresh Patil, Kary Främling
Context, Utility and Influence of an Explanation. CoRR (2023)
Kary Främling
Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility. EXTRAAMAS (2023)
Kary Främling
Feature Importance versus Feature Influence and What It Signifies for Explainable AI. CoRR (2023)
Kary Främling
Feature Importance versus Feature Influence and What It Signifies for Explainable AI. xAI (1) (2023)
Narges Yousefnezhad, Avleen Malhi, Tuomas Keyriläinen, Kary Främling
A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products. Sensors 23 (6) (2023)
Avleen Malhi, Kary Främling
An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets. xAI (1) (2023)
Avleen Malhi, Vlad Apopei, Kary Främling
Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility. xAI (1) (2023)
Minal Suresh Patil, Kary Främling
Do intermediate feature coalitions aid explainability of black-box models? CoRR (2023)
Nazanin Fouladgar, Marjan Alirezaie, Kary Främling
CN-waterfall: a deep convolutional neural network for multimodal physiological affect detection. Neural Comput. Appl. 34 (3) (2022)
Avleen Malhi, Vlad Apopei, Manik Madhikermi, Mandeep, Kary Främling
Smartphone Based Grape Leaf Disease Diagnosis and Remedial System Assisted with Explanations. EXTRAAMAS@AAMAS (2022)
Kary Främling
Contextual Importance and Utility: A Theoretical Foundation. AI (2022)
Kary Främling
Contextual Importance and Utility: aTheoretical Foundation. CoRR (2022)
Nazanin Fouladgar, Marjan Alirezaie, Kary Främling
Metrics and Evaluations of Time Series Explanations: An Application in Affect Computing. IEEE Access 10 (2022)
Marcus Westberg, Kary Främling
Cognitive Perspectives on Context-based Decisions and Explanations. CoRR (2021)
Kary Främling, Marcus Westberg, Martin Jullum, Manik Madhikermi, Avleen Malhi
Comparison of Contextual Importance and Utility with LIME and Shapley Values. EXTRAAMAS@AAMAS (2021)
Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts. Appl. Soft Comput. 111 (2021)
Sule Anjomshoae, Lili Jiang, Kary Främling
Visual Explanations for DNNs with Contextual Importance. EXTRAAMAS@AAMAS (2021)
Samanta Knapic, Avleen Malhi, Rohit Saluja, Kary Främling
Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain. CoRR (2021)
Amber E. Zelvelder, Marcus Westberg, Kary Främling
Assessing Explainability in Reinforcement Learning. EXTRAAMAS@AAMAS (2021)
Manik Madhikermi, Avleen Malhi, Kary Främling
Context-specific sampling method for contextual explanations. ESANN (2021)
Avleen Malhi, Manik Madhikermi, Matti Huotari, Kary Främling
Air Handling Unit Explainability Using Contextual Importance and Utility. MobiQuitous (2021)
Avleen Malhi, Manik Madhikermi, Yaman Maharjan, Kary Främling
Online Product Advertisement Prediction and Explanation in Large-scale Social Networks. SNAMS (2021)
Kary Främling, Samanta Knapic, Avleen Malhi
ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility. EXTRAAMAS@AAMAS (2021)
Samanta Knapic, Avleen Malhi, Rohit Saluja, Kary Främling
Explainable Artificial Intelligence for Human Decision Support System in the Medical Domain. Mach. Learn. Knowl. Extr. 3 (3) (2021)
Narges Yousefnezhad, Avleen Malhi, Kary Främling
Automated IoT Device Identification Based on Full Packet Information Using Real-Time Network Traffic. Sensors 21 (8) (2021)
Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling
A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study. CoRR (2021)
Rohit Saluja, Avleen Malhi, Samanta Knapic, Kary Främling, Cicek Cavdar
Towards a Rigorous Evaluation of Explainability for Multivariate Time Series. CoRR (2021)
Juri Mattila, Timo Seppälä, Pellervo Valkama, Taneli Hukkinen, Kary Främling, Jan Holmström
Blockchain-based deployment of product-centric information systems. Comput. Ind. 125 (2021)
Amro Najjar, Yazan Mualla, Kamal Deep Singh, Gauthier Picard, Davide Calvaresi, Avleen Malhi, Stéphane Galland, Kary Främling
One-to-Many Negotiation QoE Management Mechanism for End-User Satisfaction. IEEE Access 9 (2021)
Daniel Omeiza, Sule Anjomshoae, Konrad Kollnig, Oana-Maria Camburu, Kary Främling, Lars Kunze
Towards Explainable and Trustworthy Autonomous Physical Systems. CHI Extended Abstracts (2021)
Matti Huotari, Shashank Arora, Avleen Malhi, Kary Främling
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts. CoRR (2021)
Asad Javed, Jérémy Robert, Keijo Heljanko, Kary Främling
IoTEF: A Federated Edge-Cloud Architecture for Fault-Tolerant IoT Applications. J. Grid Comput. 18 (1) (2020)
Avleen Malhi, Samanta Knapic, Kary Främling
Explainable Agents for Less Bias in Human-Agent Decision Making. EXTRAAMAS@AAMAS (2020)
Nazanin Fouladgar, Marjan Alirezaie, Kary Främling
Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection. XAI.it@AI*IA (2020)
Sule Anjomshoae, Kary Främling, Amro Najjar
Explanations of Black-Box Model Predictions by Contextual Importance and Utility. CoRR (2020)
Hitesh Chander Monga, Tuomas Kinnunen, Avleen Malhi, Asad Javed, Kary Främling
An OAuth-based Authentication Mechanism for Open Messaging Interface Standard. ICAART (1) (2020)
Asad Javed, Avleen Malhi, Kary Främling
Edge Computing-based Fault-Tolerant Framework: A Case Study on Vehicular Networks. IWCMC (2020)
Nazanin Fouladgar, Kary Främling
XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory. CoRR (2020)
Asad Javed, Avleen Malhi, Tuomas Kinnunen, Kary Främling
Scalable IoT Platform for Heterogeneous Devices in Smart Environments. IEEE Access 8 (2020)
Narges Yousefnezhad, Avleen Malhi, Tuomas Kinnunen, Matti Huotari, Kary Främling
Product Lifecycle Information Management with Digital Twin: A Case Study. INDIN (2020)
Narges Yousefnezhad, Avleen Malhi, Kary Främling
Security in product lifecycle of IoT devices: A survey. J. Netw. Comput. Appl. 171 (2020)
Kary Främling
Explainable AI without Interpretable Model. CoRR (2020)
Nazanin Fouladgar, Kary Främling
A Novel LSTM for Multivariate Time Series with Massive Missingness. Sensors 20 (10) (2020)
Asad Javed, Keijo Heljanko, Andrea Buda, Kary Främling
CEFIoT: A Fault-Tolerant IoT Architecture for Edge and Cloud. CoRR (2020)
Nazanin Fouladgar, Marjan Alirezaie, Kary Främling
Exploring Contextual Importance and Utility in Explaining Affect Detection. AI*IA (2020)
Asad Javed, Sylvain Kubler, Avleen Malhi, Antti Nurminen, Jérémy Robert, Kary Främling
bIoTope: Building an IoT Open Innovation Ecosystem for Smart Cities. IEEE Access 8 (2020)
Antti Nurminen, Avleen Malhi, Lasse Johansson, Kary Främling
A Clean Air Journey Planner for pedestrians using high resolution near real time air quality data. Intelligent Environments (2020)
Kary Främling
Decision Theory Meets Explainable AI. EXTRAAMAS@AAMAS (2020)
Sule Anjomshoae, Amro Najjar, Davide Calvaresi, Kary Främling
Explainable Agents and Robots: Results from a Systematic Literature Review. AAMAS (2019)
Avleen Kaur Malhi, Timotheus Kampik, Husanbir Singh Pannu, Manik Madhikermi, Kary Främling
Explaining Machine Learning-Based Classifications of In-Vivo Gastral Images. DICTA (2019)
Sule Anjomshoae, Kary Främling, Amro Najjar
Explanations of Black-Box Model Predictions by Contextual Importance and Utility. EXTRAAMAS@AAMAS (2019)
Ashish Rana, Avleen Kaur Malhi, Kary Främling
Exploring Numerical Calculations with CalcNet. ICTAI (2019)
Yazan Mualla, Amro Najjar, Stéphane Galland, Christophe Nicolle, Igor Haman Tchappi, Ansar-Ul-Haque Yasar, Kary Främling
Between the Megalopolis and the Deep Blue Sky: Challenges of Transport with UAVs in Future Smart Cities. AAMAS (2019)
Timotheus Kampik, Avleen Kaur Malhi, Kary Främling
Agent-based Business Process Orchestration for IoT. WI (2019)
Manik Madhikermi, Avleen Kaur Malhi, Kary Främling
Explainable Artificial Intelligence Based Heat Recycler Fault Detection in Air Handling Unit. EXTRAAMAS@AAMAS (2019)
Asad Javed, Narges Yousefnezhad, Jérémy Robert, Keijo Heljanko, Kary Främling
Access Time Improvement Framework for Standardized IoT Gateways. PerCom Workshops (2019)
Asad Javed, Keijo Heljanko, Andrea Buda, Kary Främling
CEFIoT: A fault-tolerant IoT architecture for edge and cloud. WF-IoT (2018)
Narges Yousefnezhad, Manik Madhikermi, Kary Främling
MeDI: Measurement-based Device Identification Framework for Internet of Things. INDIN (2018)
Anastasiia Karpenko, Tuomas Kinnunen, Kary Främling, Bhargav Dave
Open IoT Ecosystem for Smart EV Charging. GIoTS (2018)
Anastasiia Karpenko, Tuomas Kinnunen, Manik Madhikermi, Jérémy Robert, Kary Främling, Bhargav Dave, Antti Nurminen
Data Exchange Interoperability in IoT Ecosystem for Smart Parking and EV Charging. Sensors 18 (12) (2018)
Manik Madhikermi, Narges Yousefnezhad, Kary Främling
Data Exchange Standard for Industrial Internet of Things. ICSRS (2018)
Manik Madhikermi, Narges Yousefnezhad, Kary Främling
Heat Recovery Unit Failure Detection in Air Handling Unit. APMS (2) (2018)
Ahmed Hefnawy, Taha Elhariri, Chantal Cherifi, Jérémy Robert, Abdelaziz Bouras, Sylvain Kubler, Kary Främling
Combined use of lifecycle management and IoT in smart cities. SKIMA (2017)
Narges Yousefnezhad, Roman Filippov, Asad Javed, Andrea Buda, Manik Madhikermi, Kary Främling
Authentication and Access Control for Open Messaging Interface Standard. MobiQuitous (2017)
Manik Madhikermi, Andrea Buda, Bhargav Dave, Kary Främling
Key data quality pitfalls for condition based maintenance. ICSRS (2017)
Manik Madhikermi, Andrea Buda, Bhargav Dave, Kary Främling
Data Model Logger - Data Discovery for Extract-Transform-Load. HPCC/SmartCity/DSS (2017)
Sylvain Kubler, Jérémy Robert, Ahmed Hefnawy, Kary Främling, Chantal Cherifi, Abdelaziz Bouras
Open IoT Ecosystem for Sporting Event Management. IEEE Access 5 (2017)
Jérémy Robert, Sylvain Kubler, Niklas Kolbe, Alessandro Cerioni, Emmanuel Gastaud, Kary Främling
Open IoT Ecosystem for Enhanced Interoperability in Smart Cities - Example of Métropole De Lyon. Sensors 17 (12) (2017)
Jérémy Robert, Sylvain Kubler, Yves Le Traon, Kary Främling
O-MI/O-DF standards as interoperability enablers for Industrial Internet: A performance analysis. IECON (2016)
Manik Madhikermi, Sylvain Kubler, Jérémy Robert, Andrea Buda, Kary Främling
Data quality assessment of maintenance reporting procedures. Expert Syst. Appl. 63 (2016)
Ahmed Hefnawy, Taha Elhariri, Abdelaziz Bouras, Chantal Cherifi, Jérémy Robert, Sylvain Kubler, Kary Främling
Lifecycle Management in the Smart City Context: Smart Parking Use-Case. PLM (2016)
Jere Backman, Janne Väre, Kary Främling, Manik Madhikermi, Ossi Nykänen
IoT-based interoperability framework for asset and fleet management. ETFA (2016)
Sylvain Kubler, Jérémy Robert, Ahmed Hefnawy, Chantal Cherifi, Abdelaziz Bouras, Kary Främling
IoT-based Smart Parking System for Sporting Event Management. MobiQuitous (2016)
Sylvain Kubler, Andrea Buda, Jérémy Robert, Kary Främling, Yves Le Traon
Building Lifecycle Management System for Enhanced Closed Loop Collaboration. PLM (2016)
Sylvain Kubler, Kary Främling, Andrea Buda
A standardized approach to deal with firewall and mobility policies in the IoT. Pervasive Mob. Comput. 20 (2015)
Sylvain Kubler, Kary Främling, William Derigent
P2P Data synchronization for product lifecycle management. Comput. Ind. 66 (2015)
Ville Hinkka, M. Häkkinen, Kary Främling
Typology of configurable RFID tracking in fashion logistics. Int. J. RF Technol. Res. Appl. 6 (2-3) (2015)
Sylvain Kubler, Min-Jung Yoo, Cyril Cassagnes, Kary Främling, Dimitris Kiritsis, Mark Skilton
Opportunity to Leverage Information-as-an-Asset in the IoT - The Road Ahead. FiCloud (2015)
Sylvain Kubler, William Derigent, Kary Främling, André Thomas, Eric Rondeau
Enhanced Product Lifecycle Information Management using "communicating materials". Comput. Aided Des. 59 (2015)
Andrea Buda, Kary Främling, Jukka Borgman, Manik Madhikermi, Saeed Mirzaeifar, Sylvain Kubler
Data supply chain in Industrial Internet. WFCS (2015)
Manik Madhikermi, Sylvain Kubler, Andrea Buda, Kary Främling
Data Quality Assessment of Company's Maintenance Reporting: A Case Study. DATA (2015)
Sylvain Kubler, Jan Holmström, Kary Främling, Petra Turkama
Technological Theory of Cloud Manufacturing. SOHOMA (2015)
Neela Shrestha, Sylvain Kubler, Kary Främling
Standardized Framework for Integrating Domain-Specific Applications into the IoT. FiCloud (2014)
Kary Främling, Sylvain Kubler, Andrea Buda
Universal Messaging Standards for the IoT From a Lifecycle Management Perspective. IEEE Internet Things J. 1 (4) (2014)
Sylvain Kubler, Irfan Davalsab Nargund, Kary Främling, William Derigent
Peer-to-Peer Data Synchronization Agents. WI-IAT (3) (2014)
Sylvain Kubler, Kary Främling
CaPLIM: The Next Generation of Product Lifecycle Information Management?. ICEIS (2) (2014)
Sylvain Kubler, Alexandre Voisin, William Derigent, André Thomas, Eric Rondeau, Kary Främling
Group fuzzy AHP approach to embed relevant data on "communicating material". Comput. Ind. 65 (4) (2014)
Sylvain Kubler, Manik Madhikermi, Andrea Buda, Kary Främling, William Derigent, André Thomas
Towards data exchange interoperability in building lifecycle management. ETFA (2014)
Sylvain Kubler, William Derigent, Eric Rondeau, André Thomas, Kary Främling
Embedded Data on Intelligent Products - Impact on Real-Time Applications. MobiWIS (Workshops) (2013)
Ville Hinkka, Kary Främling, Jaakko Tätilä
Supply chain tracking: aligning buyer and supplier incentives. Ind. Manag. Data Syst. 113 (8) (2013)
Sylvain Kubler, Manik Madhikermi, Kary Främling
Deferred Retrieval of IoT Information Using QLM Messaging Interface. MobiWIS (Workshops) (2013)
Kary Främling, Jan Holmström, Juha Loukkola, Jan Nyman, André Kaustell
Sustainable PLM through Intelligent Products. Eng. Appl. Artif. Intell. 26 (2) (2013)
Sylvain Kubler, Manik Madhikermi, Andrea Buda, Kary Främling
Two-Way Communications Through Firewalls Using QLM Messaging. MobiQuitous (2013)
Sylvain Kubler, William Derigent, Eric Rondeau, André Thomas, Kary Främling
Information dissemination framework for context-aware products. Comput. Ind. Eng. 66 (2) (2013)
Simone Parrotta, Jacopo Cassina, Sergio Terzi, Marco Taisch, David Potter, Kary Främling
Proposal of an Interoperability Standard Supporting PLM and Knowledge Sharing. APMS (2013)
Damith Chinthana Ranasinghe, Mark Harrison, Kary Främling, Duncan C. McFarlane
Enabling through life product-instance management: Solutions and challenges. J. Netw. Comput. Appl. 34 (3) (2011)
Kary Främling, Jan Nyman, André Kaustell, Jan Holmström
Instance-Informed Information Systems: A Pre-requisite for Energy-Efficient and Green Information Systems. MobiQuitous (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kary Främling