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2020 – today
- 2024
[c74]Kary Främling
, Ioan-Vlad Apopei, Gustav Grund Pihlgren, Avleen Malhi:
py_ciu_image: A Python Library for Explaining Image Classification with Contextual Importance and Utility. EXTRAAMAS 2024: 184-188- [c73]Minal Suresh Patil, Kary Främling:
Enhancing Vulnerable Class Robustness in Adversarial Machine Learning. IJCNN 2024: 1-7 - [e6]Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Joris Hulstijn, Kary Främling:
Explainable and Transparent AI and Multi-Agent Systems - 6th International Workshop, EXTRAAMAS 2024, Auckland, New Zealand, May 6-10, 2024, Revised Selected Papers. Lecture Notes in Computer Science 14847, Springer 2024, ISBN 978-3-031-70073-6 [contents] - [i17]Kary Främling:
Contextual Importance and Utility in Python: New Functionality and Insights with the py-ciu Package. CoRR abs/2408.09957 (2024) - [i16]Gustav Grund Pihlgren, Kary Främling:
Smooth-edged Perturbations Improve Perturbation-based Image Explanations. CoRR abs/2409.04116 (2024) - [i15]Siavash H. Khajavi, Mehdi Moshtaghi, Dikai Yu, Zixuan Liu, Kary Främling, Jan Holmström:
Synthetic imagery for fuzzy object detection: A comparative study. CoRR abs/2410.01124 (2024) - [i14]Nazanin Fouladgar, Marjan Alirezaie, Kary Främling:
SSET: Swapping-Sliding Explanation for Time Series Classifiers in Affect Detection. CoRR abs/2410.12996 (2024) - 2023
- [j37]Narges Yousefnezhad, Avleen Malhi, Tuomas Keyriläinen, Kary Främling:
A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products. Sensors 23(6): 3236 (2023) - [c72]Kary Främling:
Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility. EXTRAAMAS 2023: 180-184 - [c71]Avleen Malhi, Asad Javed, Narges Yousefnezhad, Kary Främling:
IoT Open Messaging Standards: Performance Comparison with MQTT and CoAP Protocols. FiCloud 2023: 130-135 - [c70]Minal Suresh Patil, Kary Främling:
Improving Neural Network Verification Efficiency Through Perturbation Refinement. ICANN (1) 2023: 504-515 - [c69]Minal Suresh Patil, Kary Främling:
Investigating Lipschitz Constants in Neural Ensemble Models to Improve Adversarial Robustness. ICSRS 2023: 434-438 - [c68]Minal Suresh Patil, Kary Främling:
Do Intermediate Feature Coalitions Aid Explainability of Black-Box Models? xAI (1) 2023: 115-130 - [c67]Kary Främling:
Feature Importance versus Feature Influence and What It Signifies for Explainable AI. xAI (1) 2023: 241-259 - [c66]Avleen Malhi, Kary Främling:
An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets. xAI (1) 2023: 544-557 - [c65]Avleen Malhi, Vlad Apopei, Kary Främling:
Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility. xAI (1) 2023: 606-617 - [e5]Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling:
Explainable and Transparent AI and Multi-Agent Systems - 5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers. Lecture Notes in Computer Science 14127, Springer 2023, ISBN 978-3-031-40877-9 [contents] - [i13]Minal Suresh Patil, Kary Främling:
Do intermediate feature coalitions aid explainability of black-box models? CoRR abs/2303.11920 (2023) - [i12]Minal Suresh Patil, Kary Främling:
Context, Utility and Influence of an Explanation. CoRR abs/2303.13552 (2023) - [i11]Kary Främling:
Feature Importance versus Feature Influence and What It Signifies for Explainable AI. CoRR abs/2308.03589 (2023) - 2022
- [j36]Nazanin Fouladgar, Marjan Alirezaie, Kary Främling:
Metrics and Evaluations of Time Series Explanations: An Application in Affect Computing. IEEE Access 10: 23995-24009 (2022) - [j35]Nazanin Fouladgar, Marjan Alirezaie, Kary Främling:
CN-waterfall: a deep convolutional neural network for multimodal physiological affect detection. Neural Comput. Appl. 34(3): 2157-2176 (2022) - [c64]Avleen Malhi, Vlad Apopei, Manik Madhikermi, Mandeep, Kary Främling:
Smartphone Based Grape Leaf Disease Diagnosis and Remedial System Assisted with Explanations. EXTRAAMAS@AAMAS 2022: 57-71 - [c63]Kary Främling:
Contextual Importance and Utility: A Theoretical Foundation. AI 2022: 117-128 - [e4]Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling:
Explainable and Transparent AI and Multi-Agent Systems - 4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9-10, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13283, Springer 2022, ISBN 978-3-031-15564-2 [contents] - [i10]Kary Främling:
Contextual Importance and Utility: aTheoretical Foundation. CoRR abs/2202.07292 (2022) - 2021
- [j34]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: 59231-59243 (2021) - [j33]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: 107670 (2021) - [j32]Juri Mattila, Timo Seppälä, Pellervo Valkama, Taneli Hukkinen, Kary Främling, Jan Holmström:
Blockchain-based deployment of product-centric information systems. Comput. Ind. 125: 103342 (2021) - [j31]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): 740-770 (2021) - [j30]Narges Yousefnezhad, Avleen Malhi, Kary Främling:
Automated IoT Device Identification Based on Full Packet Information Using Real-Time Network Traffic. Sensors 21(8): 2660 (2021) - [c62]Kary Främling, Marcus Westberg, Martin Jullum, Manik Madhikermi, Avleen Malhi:
Comparison of Contextual Importance and Utility with LIME and Shapley Values. EXTRAAMAS@AAMAS 2021: 39-54 - [c61]Kary Främling, Samanta Knapic, Avleen Malhi:
ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility. EXTRAAMAS@AAMAS 2021: 55-62 - [c60]Sule Anjomshoae, Lili Jiang, Kary Främling:
Visual Explanations for DNNs with Contextual Importance. EXTRAAMAS@AAMAS 2021: 83-96 - [c59]Amber E. Zelvelder, Marcus Westberg, Kary Främling:
Assessing Explainability in Reinforcement Learning. EXTRAAMAS@AAMAS 2021: 223-240 - [c58]Daniel Omeiza, Sule Anjomshoae, Konrad Kollnig, Oana-Maria Camburu, Kary Främling, Lars Kunze:
Towards Explainable and Trustworthy Autonomous Physical Systems. CHI Extended Abstracts 2021: 88:1-88:3 - [c57]Manik Madhikermi, Avleen Malhi, Kary Främling:
Context-specific sampling method for contextual explanations. ESANN 2021 - [c56]Avleen Malhi, Manik Madhikermi, Matti Huotari, Kary Främling:
Air Handling Unit Explainability Using Contextual Importance and Utility. MobiQuitous 2021: 513-519 - [c55]Avleen Malhi, Manik Madhikermi, Yaman Maharjan, Kary Främling:
Online Product Advertisement Prediction and Explanation in Large-scale Social Networks. SNAMS 2021: 1-8 - [e3]Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling:
Explainable and Transparent AI and Multi-Agent Systems - Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3-7, 2021, Revised Selected Papers. Lecture Notes in Computer Science 12688, Springer 2021, ISBN 978-3-030-82016-9 [contents] - [i9]Marcus Westberg, Kary Främling:
Cognitive Perspectives on Context-based Decisions and Explanations. CoRR abs/2101.10179 (2021) - [i8]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 abs/2103.16280 (2021) - [i7]Rohit Saluja, Avleen Malhi, Samanta Knapic, Kary Främling, Cicek Cavdar:
Towards a Rigorous Evaluation of Explainability for Multivariate Time Series. CoRR abs/2104.04075 (2021) - [i6]Samanta Knapic, Avleen Malhi, Rohit Saluja, Kary Främling:
Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain. CoRR abs/2105.02357 (2021) - [i5]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 abs/2107.05489 (2021) - 2020
- [j29]Asad Javed, Avleen Malhi, Tuomas Kinnunen, Kary Främling:
Scalable IoT Platform for Heterogeneous Devices in Smart Environments. IEEE Access 8: 211973-211985 (2020) - [j28]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: 224318-224342 (2020) - [j27]Asad Javed, Jérémy Robert, Keijo Heljanko, Kary Främling:
IoTEF: A Federated Edge-Cloud Architecture for Fault-Tolerant IoT Applications. J. Grid Comput. 18(1): 57-80 (2020) - [j26]Narges Yousefnezhad, Avleen Malhi, Kary Främling:
Security in product lifecycle of IoT devices: A survey. J. Netw. Comput. Appl. 171: 102779 (2020) - [j25]Nazanin Fouladgar, Kary Främling:
A Novel LSTM for Multivariate Time Series with Massive Missingness. Sensors 20(10): 2832 (2020) - [c54]Nazanin Fouladgar, Marjan Alirezaie, Kary Främling:
Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection. XAI.it@AI*IA 2020: 1-13 - [c53]Nazanin Fouladgar, Marjan Alirezaie, Kary Främling:
Exploring Contextual Importance and Utility in Explaining Affect Detection. AI*IA 2020: 3-18 - [c52]Kary Främling:
Decision Theory Meets Explainable AI. EXTRAAMAS@AAMAS 2020: 57-74 - [c51]Avleen Malhi, Samanta Knapic, Kary Främling:
Explainable Agents for Less Bias in Human-Agent Decision Making. EXTRAAMAS@AAMAS 2020: 129-146 - [c50]Hitesh Chander Monga, Tuomas Kinnunen, Avleen Malhi, Asad Javed, Kary Främling:
An OAuth-based Authentication Mechanism for Open Messaging Interface Standard. ICAART (1) 2020: 216-225 - [c49]Narges Yousefnezhad, Avleen Malhi, Tuomas Kinnunen, Matti Huotari, Kary Främling:
Product Lifecycle Information Management with Digital Twin: A Case Study. INDIN 2020: 321-326 - [c48]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: 44-51 - [c47]Asad Javed, Avleen Malhi, Kary Främling:
Edge Computing-based Fault-Tolerant Framework: A Case Study on Vehicular Networks. IWCMC 2020: 1541-1548 - [e2]Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling:
Explainable, Transparent Autonomous Agents and Multi-Agent Systems - Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9-13, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12175, Springer 2020, ISBN 978-3-030-51923-0 [contents] - [i4]Asad Javed, Keijo Heljanko, Andrea Buda, Kary Främling:
CEFIoT: A Fault-Tolerant IoT Architecture for Edge and Cloud. CoRR abs/2001.08433 (2020) - [i3]Sule Anjomshoae, Kary Främling, Amro Najjar:
Explanations of Black-Box Model Predictions by Contextual Importance and Utility. CoRR abs/2006.00199 (2020) - [i2]Kary Främling:
Explainable AI without Interpretable Model. CoRR abs/2009.13996 (2020) - [i1]Nazanin Fouladgar, Kary Främling:
XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory. CoRR abs/2012.09636 (2020)
2010 – 2019
- 2019
- [c46]Sule Anjomshoae, Kary Främling, Amro Najjar:
Explanations of Black-Box Model Predictions by Contextual Importance and Utility. EXTRAAMAS@AAMAS 2019: 95-109 - [c45]Manik Madhikermi, Avleen Kaur Malhi, Kary Främling:
Explainable Artificial Intelligence Based Heat Recycler Fault Detection in Air Handling Unit. EXTRAAMAS@AAMAS 2019: 110-125 - [c44]Sule Anjomshoae, Amro Najjar, Davide Calvaresi, Kary Främling:
Explainable Agents and Robots: Results from a Systematic Literature Review. AAMAS 2019: 1078-1088 - [c43]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: 1649-1653 - [c42]Avleen Kaur Malhi, Timotheus Kampik, Husanbir Singh Pannu, Manik Madhikermi, Kary Främling:
Explaining Machine Learning-Based Classifications of In-Vivo Gastral Images. DICTA 2019: 1-7 - [c41]Ashish Rana, Avleen Kaur Malhi, Kary Främling:
Exploring Numerical Calculations with CalcNet. ICTAI 2019: 1374-1379 - [c40]Asad Javed, Narges Yousefnezhad, Jérémy Robert, Keijo Heljanko, Kary Främling:
Access Time Improvement Framework for Standardized IoT Gateways. PerCom Workshops 2019: 220-226 - [c39]Timotheus Kampik, Avleen Kaur Malhi, Kary Främling:
Agent-based Business Process Orchestration for IoT. WI 2019: 393-397 - [e1]Davide Calvaresi, Amro Najjar, Michael Schumacher, Kary Främling:
Explainable, Transparent Autonomous Agents and Multi-Agent Systems - First International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13-14, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11763, Springer 2019, ISBN 978-3-030-30390-7 [contents] - 2018
- [j24]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): 4404 (2018) - [c38]Anastasiia Karpenko, Tuomas Kinnunen, Kary Främling, Bhargav Dave:
Open IoT Ecosystem for Smart EV Charging. GIoTS 2018: 1-6 - [c37]Manik Madhikermi, Narges Yousefnezhad, Kary Främling:
Data Exchange Standard for Industrial Internet of Things. ICSRS 2018: 53-61 - [c36]Manik Madhikermi, Narges Yousefnezhad, Kary Främling:
Heat Recovery Unit Failure Detection in Air Handling Unit. APMS (2) 2018: 343-350 - [c35]Narges Yousefnezhad, Manik Madhikermi, Kary Främling:
MeDI: Measurement-based Device Identification Framework for Internet of Things. INDIN 2018: 95-100 - [c34]Asad Javed, Keijo Heljanko, Andrea Buda, Kary Främling:
CEFIoT: A fault-tolerant IoT architecture for edge and cloud. WF-IoT 2018: 813-818 - 2017
- [j23]Sylvain Kubler, Jérémy Robert, Ahmed Hefnawy, Kary Främling, Chantal Cherifi, Abdelaziz Bouras:
Open IoT Ecosystem for Sporting Event Management. IEEE Access 5: 7064-7079 (2017) - [j22]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): 2849 (2017) - [c33]Manik Madhikermi, Andrea Buda, Bhargav Dave, Kary Främling:
Data Model Logger - Data Discovery for Extract-Transform-Load. HPCC/SmartCity/DSS 2017: 629-630 - [c32]Manik Madhikermi, Andrea Buda, Bhargav Dave, Kary Främling:
Key data quality pitfalls for condition based maintenance. ICSRS 2017: 474-480 - [c31]Narges Yousefnezhad, Roman Filippov, Asad Javed, Andrea Buda, Manik Madhikermi, Kary Främling:
Authentication and Access Control for Open Messaging Interface Standard. MobiQuitous 2017: 20-27 - [c30]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: 1-9 - 2016
- [j21]Manik Madhikermi, Sylvain Kubler, Jérémy Robert, Andrea Buda, Kary Främling:
Data quality assessment of maintenance reporting procedures. Expert Syst. Appl. 63: 145-164 (2016) - [c29]Jere Backman, Janne Väre, Kary Främling, Manik Madhikermi, Ossi Nykänen:
IoT-based interoperability framework for asset and fleet management. ETFA 2016: 1-4 - [c28]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: 4908-4915 - [c27]Sylvain Kubler, Andrea Buda, Jérémy Robert, Kary Främling, Yves Le Traon:
Building Lifecycle Management System for Enhanced Closed Loop Collaboration. PLM 2016: 423-432 - [c26]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: 631-641 - [c25]Sylvain Kubler, Jérémy Robert, Ahmed Hefnawy, Chantal Cherifi, Abdelaziz Bouras, Kary Främling:
IoT-based Smart Parking System for Sporting Event Management. MobiQuitous 2016: 104-114 - 2015
- [j20]Sylvain Kubler, William Derigent, Kary Främling, André Thomas, Eric Rondeau:
Enhanced Product Lifecycle Information Management using "communicating materials". Comput. Aided Des. 59: 192-200 (2015) - [j19]Sylvain Kubler, Kary Främling, William Derigent:
P2P Data synchronization for product lifecycle management. Comput. Ind. 66: 82-98 (2015) - [j18]Ville Hinkka, M. Häkkinen, Kary Främling:
Typology of configurable RFID tracking in fashion logistics. Int. J. RF Technol. Res. Appl. 6(2-3): 77-97 (2015) - [j17]Sylvain Kubler, Kary Främling, Andrea Buda:
A standardized approach to deal with firewall and mobility policies in the IoT. Pervasive Mob. Comput. 20: 100-114 (2015) - [c24]Manik Madhikermi, Sylvain Kubler, Andrea Buda, Kary Främling:
Data Quality Assessment of Company's Maintenance Reporting: A Case Study. DATA 2015: 162-172 - [c23]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: 64-71 - [c22]Sylvain Kubler, Jan Holmström, Kary Främling, Petra Turkama:
Technological Theory of Cloud Manufacturing. SOHOMA 2015: 267-276 - [c21]Andrea Buda, Kary Främling, Jukka Borgman, Manik Madhikermi, Saeed Mirzaeifar, Sylvain Kubler:
Data supply chain in Industrial Internet. WFCS 2015: 1-7 - 2014
- [j16]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): 675-692 (2014) - [j15]Kary Främling, Sylvain Kubler, Andrea Buda:
Universal Messaging Standards for the IoT From a Lifecycle Management Perspective. IEEE Internet Things J. 1(4): 319-327 (2014) - [c20]Sylvain Kubler, Manik Madhikermi, Andrea Buda, Kary Främling, William Derigent, André Thomas:
Towards data exchange interoperability in building lifecycle management. ETFA 2014: 1-8 - [c19]Neela Shrestha, Sylvain Kubler, Kary Främling:
Standardized Framework for Integrating Domain-Specific Applications into the IoT. FiCloud 2014: 124-131 - [c18]Sylvain Kubler, Kary Främling:
CaPLIM: The Next Generation of Product Lifecycle Information Management?. ICEIS (2) 2014: 539-547 - [c17]Sylvain Kubler, Irfan Davalsab Nargund, Kary Främling, William Derigent:
Peer-to-Peer Data Synchronization Agents. WI-IAT (3) 2014: 32-39 - [p2]Sylvain Kubler, Manik Madhikermi, Andrea Buda, Kary Främling:
QLM Messaging Standards: Introduction and Comparison with Existing Messaging Protocols. Service Orientation in Holonic and Multi-Agent Manufacturing and Robotics 2014: 237-256 - 2013
- [j14]Sylvain Kubler, William Derigent, Eric Rondeau, André Thomas, Kary Främling:
Information dissemination framework for context-aware products. Comput. Ind. Eng. 66(2): 485-500 (2013) - [j13]Kary Främling, Jan Holmström, Juha Loukkola, Jan Nyman, André Kaustell:
Sustainable PLM through Intelligent Products. Eng. Appl. Artif. Intell. 26(2): 789-799 (2013) - [j12]Ville Hinkka, Kary Främling, Jaakko Tätilä:
Supply chain tracking: aligning buyer and supplier incentives. Ind. Manag. Data Syst. 113(8): 1133-1148 (2013) - [c16]Simone Parrotta, Jacopo Cassina, Sergio Terzi, Marco Taisch, David Potter, Kary Främling:
Proposal of an Interoperability Standard Supporting PLM and Knowledge Sharing. APMS 2013: 286-293 - [c15]Sylvain Kubler, Manik Madhikermi, Andrea Buda, Kary Främling:
Two-Way Communications Through Firewalls Using QLM Messaging. MobiQuitous 2013: 743-747 - [c14]Sylvain Kubler, William Derigent, Eric Rondeau, André Thomas, Kary Främling:
Embedded Data on Intelligent Products - Impact on Real-Time Applications. MobiWIS (Workshops) 2013: 25-34 - [c13]Sylvain Kubler, Manik Madhikermi, Kary Främling:
Deferred Retrieval of IoT Information Using QLM Messaging Interface. MobiWIS (Workshops) 2013: 57-65 - [p1]Kary Främling, Sagar Parmar, Ville Hinkka, Jaakko Tätilä, Dirk Rodgers:
Assessment of EPCIS Standard for Interoperable Tracking in the Supply Chain. Service Orientation in Holonic and Multi Agent Manufacturing and Robotics 2013: 119-134 - 2011
- [j11]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): 1015-1031 (2011) - [c12]Kary Främling, Jan Nyman, André Kaustell, Jan Holmström:
Instance-Informed Information Systems: A Pre-requisite for Energy-Efficient and Green Information Systems. MobiQuitous 2011: 174-185
2000 – 2009
- 2009
- [j10]Kary Främling, Duncan C. McFarlane:
Editorial. Comput. Ind. 60(3): 135-136 (2009) - [j9]Gerben G. Meyer, Kary Främling, Jan Holmström:
Intelligent Products: A survey. Comput. Ind. 60(3): 137-148 (2009) - [j8]Jan Holmström, Risto Kajosaari, Kary Främling, Erik Langius:
Roadmap to tracking based business and intelligent products. Comput. Ind. 60(3): 229-233 (2009) - [c11]Kary Främling, Jan Nyman:
From Tracking with RFID to Intelligent Products. ETFA 2009: 1-8 - [c10]Ian Oliver, Kary Främling, Joni Jantunen, Sergey Boldyrev, Jukka Honkola:
Integration and uses of RF Memory Tags with Smart Space Semantic Web Middleware. ETFA 2009: 1-8 - 2008
- [c9]Jan Nyman, Kary Främling, Vincent Michel:
Gathering Product Data from Smart Products. ICEIS (1) 2008: 252-257 - [c8]Kary Främling:
Light-weight Reinforcement Learning with Function Approximation for Real-life Control Tasks. ICINCO-ICSO 2008: 127-134 - 2007
- [j7]Kary Främling, Timo Ala-Risku, Mikko Kärkkäinen, Jan Holmström:
Design patterns for managing product life cycle information. Commun. ACM 50(6): 75-79 (2007) - [j6]Kary Främling, Mark Harrison, James Brusey, Jouni Petrow:
Requirements on unique identifiers for managing product lifecycle information: comparison of alternative approaches. Int. J. Comput. Integr. Manuf. 20(7): 715-726 (2007) - [j5]Kary Främling:
Guiding exploration by pre-existing knowledge without modifying reward. Neural Networks 20(6): 736-747 (2007) - [c7]Mikko Laakso, Jan Holmström, Risto Kajosaari, Kary Främling:
Open-Source Demo System to Support Automated Identification and Tracking Workshops. CASE 2007: 1008-1013 - [c6]Kary Främling:
Replacing eligibility trace for action-value learning with function approximation. ESANN 2007: 313-318 - 2006
- [j4]Kary Främling, Timo Ala-Risku, Mikko Kärkkäinen, Jan Holmström:
Agent-based model for managing composite product information. Comput. Ind. 57(1): 72-81 (2006) - [c5]Jan Holmström, Kary Främling:
Product Centric Integration: Exploring The Impact Of RFID And Agent Technology On Supply Chain Management. PRO-VE 2006: 565-572 - 2005
- [c4]Kary Främling:
Adaptive robot learning in a non-stationary environment. ESANN 2005: 381-386 - [c3]Kary Främling:
Dual Memory Model for Using Pre-existing Knowledge in Reinforcement Learning Tasks. ICANN (2) 2005: 203-208 - 2004
- [j3]Mikko Kärkkäinen, Jan Holmström, Kary Främling:
Wireless item identification: a solution for e-commerce fulfilment problems. Int. J. Electron. Bus. 2(1): 108-120 (2004) - [c2]Kary Främling:
Scaled Gradient Descent Learning Rate - Reinforcement Learning with Light-Seeking Robot. ICINCO (1) 2004: 3-11 - 2003
- [j2]Mikko Kärkkäinen, Jan Holmström, Kary Främling, Karlos Artto:
Intelligent products - a step towards a more effective project delivery chain. Comput. Ind. 50(2): 141-151 (2003) - [j1]Mikko Kärkkäinen, Timo Ala-Risku, Kary Främling:
The product centric approach: a solution to supply network information management problems? Comput. Ind. 52(2): 147-159 (2003) - 2002
- [c1]Mikko Kärkkäinen, Timo Ala-Risku, Kary Främling:
Integrating Material and Information Flows Using a Distributed Peer-to-Peer Information System. APMS 2002: 305-319
1990 – 1999
- 1996
- [b1]Kary Främling:
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). INSA de Lyon, Lyon - Villeurbanne, France, 1996
Coauthor Index
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