Kary Främling
Professor, Professor of Practice at Aalto University School of Business
Schools
- Aalto University School of Business
Links
Biography
Aalto University School of Business
I am the Founder and Head of the team Adaptive Systems of Intelligent Agents, formerly known as the DIALOG team. We claim that the DIALOG software was the first Internet of Things (IoT) implementation worldwide in 2002 (being used in several multi-organization real-world aqpplications), according to the current (2016) view and definition of IoT. DIALOG was described in the (to our best knowledge) first research articles that explicitly mention IoT worldwide in 2002 (see e.g. "HUVIO, Eero, GRÖNVALL, John, FRÄMLING, Kary. Tracking and tracing parcels using a distributed computing approach. In: SOLEM, Olav (ed.) Proceedings of the 14th Annual Conference for Nordic Researchers in Logistics (NOFOMA'2002) , Trondheim, Norway, 12-14 June 2002. pp. 29-43).
My main areas of professional interest are:
- Building Information Modeling and Management
- Artificial Intelligence
- Intelligent Products
- Internet of Things
- Reinforcement Learning
- Product Lifecycle Information Management / Closed-Loop Lifecycle Management (CL2M)
- Distributed programs
- Neural Networks
- Multi-Agent Systems
Some highlights on my achievements:
- First (or at least one of the first) academic articles mentioning the Internet of Things (IoT) concept (2002)
- IoT implementation enabling most current (2013) IoT systems with the DIALOG platform in 2001, used in industrial pilot systems in 2002 and 2003
- Creation of generic IoT architecture and implementations in several domains (homes, appliances, vehicles, industrial services etc.) during the PROMISE EU FP6 project
Peer-reviewed scientific articles
Journal article-refereed, Original researchOpen IoT Ecosystem for Sporting Event Management
Kubler, Sylvain; Robert, Jérémy; Hefnawy, Ahmed; Främling, Kary; Cherifi, Chantal; Bouras, Abdelaziz2017 in IEEE ACCESS (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)ISSN: 2169-3536Opportunities for enhanced lean construction management using Internet of Things standards
Dave, Bhargav; Kubler, Sylvain; Främling, Kary; Koskela, Lauri2016 in AUTOMATION IN CONSTRUCTION (Elsevier)ISSN: 0926-5805Supply chain typology for configuring cost-efficient tracking in fashion logistics
Hinkka, Ville; Hakkinen, Maiju; Holmstrom, Jan; Framling, Kary2015 in INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT (Emerald Group Publishing Ltd.)ISSN: 0957-4093Typology of configurable RFID tracking in fashion logistics
Hinkka, V.; Häkkinen, Maiju; Främling, K.2015 in INTERNATIONAL JOURNAL OF RF TECHNOLOGIES (IOS Press)ISSN: 1754-5730BIM as Infrastructure in a Finnish HVAC Actor Network: Enabling Adoption, Reuse, and Recombination over a Building Life Cycle and between Projects
Holmström, Jan; Singh, Vishal; Främling, Kary2015 in JOURNAL OF MANAGEMENT IN ENGINEERING (American Society of Civil Engineers (ASCE))ISSN: 0742-597XEnhanced Product Lifecycle Information Management using communicating materials
Kubler, Sylvain; Derigent, William; Främling, Kary; Thomas, André; Rondeau, Eric2015 in COMPUTER-AIDED DESIGN (Elsevier Limited)ISSN: 0010-4485A standardized approach to deal with firewall and mobility policies in the IoT
Kubler, Sylvain; Främling, Kary; Buda, Andrea2015 in PERVASIVE AND MOBILE COMPUTING (Elsevier)ISSN: 1574-1192P2P Data Synchronization for Product Lifecycle Management
Kubler, Sylvain; Främling, Kary; Derigent, William2015 in COMPUTERS IN INDUSTRY (Elsevier)ISSN: 0166-3615Universal Messaging Standards for the IoT from a Lifecycle Management Perspective
Främling, Kary; Kubler, Sylvain; Buda, Andrea2014 in IEEE Internet of Things Journal (Institute of Electrical and Electronics Engineers Inc.)ISSN: 2327-4662Group fuzzy AHP approach to embed relevant data on communicating material
Kubler, Sylvain; Voisin, Alexandre; Derigent, William; Thomas, André; Rondeau, Eric; Främling, Kary2014 in COMPUTERS IN INDUSTRY (Elsevier)ISSN: 0166-3615Collaborative tracking and tracing: the value of a composite design
Mirzabeiki, Vahid; Holmström, Jan; Främling, Kary2014 in INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT (Emerald Group Publishing Ltd.)ISSN: 0957-4093Sustainable PLM through Intelligent Products
Främling, Kary; Holmström, Jan; Loukkola, Juha; Nyman, Jan; Kaustell, André2013 in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (Elsevier Limited)ISSN: 0952-1976Supply chain tracking: Aligning buyer and supplier incentives.
Hinkka, Ville; Främling, Kary; Tätilä, Jaakko2013 in INDUSTRIAL MANAGEMENT AND DATA SYSTEMS (Emerald Group Publishing Ltd.)ISSN: 0263-5577Information dissemination framework for context-aware product
Kubler, Sylvain; Derigent, William; Rondeau, Eric; Thomas, Andre; Främling, Kary2013 in COMPUTERS AND INDUSTRIAL ENGINEERING (Elsevier Limited)ISSN: 0360-8352RFID Tracking in the book supply chain: the transition from postponed to speculative tagging
Hinkka, Ville; Holmström, Jan; Främling, Kary2012 in INTERNATIONAL JOURNAL OF LOGISTICS: RESEARCH AND APPLICATIONS (TAYLOR & FRANCIS LTD)ISSN: 1367-5567Enabling through life product-instance management: Solutions and challenges
Ranasinghe, Damith C.; Harrison, Mark; Främling, Kary; McFarlane, Duncan2011 in Journal of Network and Computer Applications (Academic Press Inc.)ISSN: 1084-8045Sharing Building Information with Smart-M3
Främling, Kary; Oliver, Ian; Kaustell, André; Nyman, Jan; Honkola, Jukka2010 in INTERNATIONAL JOURNAL ON ADVANCES IN INTELLIGENT SYSTEMS (Academic Press Inc.)Implementing inventory transparency to temporary storage locations: A solution design experiment in project business
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary; Collin, Jari; Holmström, Jan2010 in INTERNATIONAL JOURNAL OF MANAGING PROJECTS IN BUSINESS (Emerald Group Publishing Ltd.)ISSN: 1753-8378Editorial for Special Issue on Intelligent Products
Främling, Kary; McFarlane, Duncan2009 in COMPUTERS IN INDUSTRY (Elsevier)Building identity-based tracking and web-services for SMEs
Hinkka, Ville; Holmström, Jan; Främling, Kary; Pátkai, Béla2009 in International Journal of e-business Management (Elsevier)Roadmap to tracking based business and intelligent products
Holmström, Jan; Kajosaari, Risto; Främling, Kary; Langius, Erik2009 in COMPUTERS IN INDUSTRY (Elsevier)Intelligent products: A survey
Meyer, Gerben G.; Främling, Kary; Holmström, Jan2009 in COMPUTERS IN INDUSTRY (Elsevier)DIEM yhdistää laitteet ja järjestelmät
Raisamo, Roope; Liuha, Petri; Soininen, Juha-Pekka; Främling, Kary; Mattila, Ville-Veikko; Puolakanaho, Pertti; Tornberg, Vesa; Liukkunen, Kari2009 in Prosessori (Elsevier)ISSN: 0357-4121Kodin elektroniikka integroidaan asukkaiden käyttöliittymäksi
Serkkola, Ari; Främling, Kary; Nyman, Jan2009 in Talotekniikka (Elsevier)ISSN: 1236-5173Guiding exploration by pre-existing knowledge without modifying reward
Främling, Kary2007 in NEURAL NETWORKS (PERGAMON-ELSEVIER SCIENCE LTD)Requirements on unique identifiers for managing product lifecycle information - comparison of alternative approaches
Främling, Kary; Harrison, Mark; Brusey, James; Petrow, Jouni2007 in INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (Taylor and Francis Ltd.)Design patterns for managing product life cycle information
Främling, kary; Ala-Risku, Timo; Kärkkäinen, Mikko; Holmström, Jan2007 in COMMUNICATIONS OF THE ACM (Association for Computing Machinery (ACM))Agent-based model for managing composite product information
Främling, Kary; Ala-Risku, Timo; Kärkkäinen, Mikko; Holmström, Jan2006 in COMPUTERS IN INDUSTRY (Elsevier)Reinforcement Learning in a Noisy Environment: Light-seeking Robot.
Främling, Kary2004 in WSEAS Transactions on Systems (WSEAS Press)Efficient tracking for short-term multi-company networks
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary2004 in International Journal of Physical Distribution and Logistics Management (Emerald Group Publishing Limited)Wireless item identification: a solution for e-commerce fulfilment problems
Kärkkäinen, Mikko; Holmström, Jan; Främling, Kary2004 in INTERNATIONAL JOURNAL OF ELECTRONIC BUSINESS (Inderscience Publishers)Intelligent products - a step towards a more effective project delivery chain
Kärkkäinen, Mikko; Holmström, Jan; Främling, Kary; Artto, Karlos2003 in COMPUTERS IN INDUSTRY (Elsevier)The product centric approach: a solution to supply network information management problems?
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary2003 in COMPUTERS IN INDUSTRY (Elsevier)Implementing Collaboration Process Networks
Holmström, Jan; Främling, Kary; Tuomi, Jukka; Kärkkäinen, Mikko; Ala-Risku, Timo2002 in INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT (Emerald Group Publishing Ltd.)Collaborative planning forecasting and replenishment: new solutions needed for mass collaboration
Holmström, Jan; Främling, Kary; Kaipia, Riikka; Saranen, Juha2002 in SUPPLY CHAIN MANAGEMENT: AN INTERNATIONAL JOURNAL (Emerald Group Publishing Ltd.)Review article, Literature review, Systematic reviewData quality assessment of maintenance reporting procedures
Madhikermi, Manik; Kubler, Sylvain; Robert, Jérémy; Buda, Andrea; Främling, Kary2016 in EXPERT SYSTEMS WITH APPLICATIONS (Elsevier Limited)ISSN: 0957-4174The uses of tracking in operations management: Synthesis of a research program
Holmström, Jan; Främling, Kary; Ala-Risku, Timo2010 in INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (Elsevier Science B.V.)ISSN: 0925-5273Book section, Chapters in research booksLEAP Interoperability Standards
Främling, K.; Buda, A.; Kubler, S.; Cassina, J.; Coscia, E.; Parrotta, S.; Terzi, S.; Cerri, D.2016 ISBN: 9780128052631QLM messaging standards: introduction and comparison with existing messaging protocols
Kubler, Sylvain; Madhikermi, Manik; Främling, Kary2014 ISBN: 978-3-319-04734-8Assessment of EPCIS Standard for Interoperable Tracking in the Supply Chain
Främling, Kary; Parmar, Sagar; Hinkka, Ville; Tätilä, Jaakko; Rodgers, Dirk2013 ISBN: 978-3-642-35851-7Middleware
Främling, Kary2011 Product Centric Organization of After-Sales Supply Chain Planning and Control
Holmström, Jan; Cheikhrouhou, Naoufel; Farine, Gael; Främling, Kary2011 ISBN: 978-3-642-13381-7Ongelmalähtöisen opetuksen soveltaminen ohjelmointikurssilla
Främling, Kary2002 Reducing state space exploration in reinforcement learning problems by rapid identification of initial solutions and progressive improvement of them
Främling, Kary2002 Conference proceedingsBuilding Lifecycle Management System for Enhanced Closed Loop Collaboration
Främling, Kary; Sylvain, Kubler; Buda, Andrea; Robert, Jérémy; Le Traon, Yves2017 in IFIP Advances in Information and Communication Technology (SPRINGER)ISBN: 978-3-319-54659-9ISSN: 1868-422XLifecycle Management in the Smart City Context: Smart Parking Use-Case
Hefnawy, Ahmed; Elhariri, Taha; Bouras, Abdelaziz; Cherifi, Chantal; Robert, Jérémy; Kubler, Sylvain; Främling, Kary2017 in IFIP Advances in Information and Communication Technology (SPRINGER)ISBN: 978-3-319-54659-9ISSN: 1868-422XIoT-based interoperability framework for asset and fleet management
Främling, Kary; Backman, Jere; Väre, Janne; Madhikermi, Manik; Nykänen, Ossi2016 in Proceedings IEEE International Conference on Emerging Technologies and Factory Automation (IEEE)ISBN: 978-1-5090-1314-2 ISSN: 1946-0740IoT-based Smart Parking System for Sporting Event Management
Främling, Kary; Kubler, Sylvain; Robert, Jérémy; Hefnawy, Ahmed; Cherifi, Chantal; Bouras, Abdelaziz2016 ISBN: 978-1-4503-4750-1Technological theory of cloud manufacturing
Kubler, Sylvain; Holmström, Jan; Främling, Kary; Turkama, Petra2016 in Studies in Computational Intelligence (Springer-Verlag)ISBN: 9783319303352ISSN: 1860-949XO-MI/O-DF standards as interoperability enablers for Industrial Internet A performance analysis
Robert, Jeremy; Kubler, Sylvain; Le Traon, Yves; Främling, Kary2016 in Proceedings of the Annual Conference of the IEEE Industrial Electronics Society (IEEE COMPUTER SOCIETY PRESS)ISBN: 9781509034741ISSN: 1553-572XData supply chain in Industrial Internet.
Buda, Andrea; Madhikermi, Manik; Mirzaeifar, Saeed; Främling, Kary2015 ISBN: 978-1-4799-8244-8Proposal of a Closed Loop Framework for the Improvement of Industrial Systems' Life Cycle Performances: Experiences from the LinkedDesign Project
Cerri, Daniele; Taisch, Marco; Terzi, Sergio; Buda, Andrea; Framling, Kary; El Kaddiri, Soumaya; Milicic, Ana; Kiritsis, Dimitris; Parrotta, Simone; Peukert, Eric2015 in Procedia CIRP (Elsevier)ISSN: 2212-8271Intelligent products Shifting the production control logic in construction (with lean and Bim)
Dave, Bhargav; Kubler, Sylvain; Pikas, Ergo; Holmström, Jan; Singh, Vishal; Främling, Kary; Koskela, Lauri; Peltokorpi, Antti2015 ISBN: 978-0-9874557-9-6ISSN: 2309-0979Opportunity to Leverage Information-as-an-Asset in the IoT-The Road Ahead
Kubler, Sylvain; Yoo, Min Jung; Cassagnes, Cyril; Främling, Kary; Kiritsis, Dimitris; Skilton, Mark2015 ISBN: 9781467381031Data Quality Assessment of Company’s Maintenance Reporting: A Case Study
Madhikermi, Manik; Kubler, Sylvain; Buda, Andrea; Främling, Kary2015 ISBN: 978-989-758-103-8Standardized framework for integrating domain-specific applications into the IoT
Shrestha, Neela; Kubler, Sylvain; Främling, Kary2015 ISBN: 978-1-4799-4357-9Addressing information flow in lean production management and control in construction
Bhargav, Dave; Kubler, Sylvain; Främling, Kary; Koskela, Lauri2014 ISBN: 978-82-321-0460-4Peer-to-peer data synchronization agents
Kubler, Sylvain; Nargund, Irfan; Framling, Kary; Derigent, William2014 CaPLIM: the next generation of Product Lifecycle Information Management?
Kubler, Sylvain; Främling, Kary2014 Towards data exchange interoperability in building lifecycle management
Kubler, Sylvain; Madhikermi, Manik; Buda, Andrea; Främling, Kary; Derigent, William; Thomas, André2014 ISSN: 1946-0740Standardized Communication between Intelligent Products for the IoT (Internet of Things)
Främling, Kary; Maharjan, Merina2013 ISSN: 1474-6670Embedded data on intelligent products - impact on real-time applications.
Kubler, Sylvain; Derigent, William; Rondeau, Eric; Thomas, Andre; Främling, Kary2013 ISBN: 978-3-319-03736-3Deferred retrieval of IoT information using QLM messaging interface
Kubler, Sylvain; Främling, Kary; Madhikermi, Manik2013 ISBN: 978-3-319-03736-3Two-way communications through firewalls using QLM messaging.
Kubler, Sylvain; Madhikermi, Manik; Buda, Andrea; Främling, Kary2013 Proposal of an interoperability standard supporting PLM and knowledge sharing.
Parrotta, Simone; Cassina, Jacopo; Taisch, Marco; Terzi, Sergio; Potter, David; Främling, Kary2013 ISBN: 978-3-642-41262-2Research on Computational Intelligence for Co-Learning Enabled Healthy and Sustainable Housing.
Skön, Jukka-Pekka; Rönkkö, Mauno; Raatikainen, Mika; Juhola, Martti; Främling, Kary; Kolehmainen, Mikko2013 Methods of Aggregation of Expert Opinions in the Framework of Intelligent Products
Sylvain, Kubler; Derigent, William; Voisin, Alexandre; Främling, Kary; Thomas, André2013 ISSN: 1474-6670Assessment of Standards for Inter-organizational Tracking Information Exchange in the Supply Chain
Främling, Kary; Hinkka, Ville; Parmar, Sagar; Tätilä, Jaakko2012 ISBN: 978-3-902661-98-2ISSN: 1474-6670Solutions for inter-organizational information system implementation in supply chains: Focus on differences in buyer and supplier incentives
Hinkka, Ville; Främling, Kary; Tätilä, Jaakko2012 ISBN: 978-952-249-204-3Collaborative Tracking: The Value of a Composite Design
Mirzabeiki, Vahid; Holmström, Jan; Främling, Kary2012 ISBN: 978-952-249-204-3Instance-informed information systems: a pre-requisite for energy-efficient and green information systems.
Främling, Kary; Nyman, Jan; Kaustell, André; Holmström, Jan2011 Intelligent Products in Real-Life Applications
Främling, Kary; Loukkola, Juha; Nyman, Jan; Kaustell, André2011 ISBN: 978-2-9600532-3-4Instance Operations Management: A Research Agenda
Holmström, Jan; Ala-Risku, Timo; Främling, Kary; Kauremaa, Jouni2010 From tracking with RFID to intelligent procusts
Främling, Kary; Nyman, Jan2009 Smart spaces for ubiquitously smart buildings
Främling, Kary; Oliver, Jan; Honkola, Jukka2009 Tracking in the book selling industry: where to attach RFID tags in the supply chain?
Hinkka, Ville; Holmström, Jan; Främling, Kary2009 Integrating and Uses of RF Memory Tags with Smart Space Semantic Web Middleware
Oliver, Ian.; Främling, kary; Jantunen, Joni; Bolderev, Sergey; Honkola, Jukka2009 Human and organisational factors in after-sales supply network planning and control: the case of a product centric system
Cheikhrouhou, Naoufel; Holmström, Jan; Farine, Gael; Främling, Kary2008 Light-weight reinforcement learning with function approximation for real-life control tasks
Främling, Kary2008 The compromise between security and usability in the internet of things
Främling, Kary; Nyman, Jan2008 Information architecture for intelligent products in the internet of things
Främling, Kary; Nyman, Jan2008 Entry-level solutions for small and medium-size enterprises in supply chains
Ilie-Zudor, Elisabeth; Kemény, Zsolt; Szathmáry, Marcell; Nyman, Jan; Främling, Kary; Hinkka, Pátkai2008 ISBN: 978-80-7043-738-4Gathering product data from smart products
Nyman, Jan; Främling, Kary; Michel, Vincent2008 Assessment of item-specific information management approaches in the area of heavy load vehicles
Cecile, Corcelle; Främling, Kary; Rabe, Lutz; Anke, Jürgen; Petrow, Jouni2007 Replacing eligibility trace for action-value learning with function approximation
Främling, Kary2007 Open-source demo system to support automated identification and tracking workshop
Laakso, Mikko; Kajosaari, Risto; Holmström, Jan; Främling, Kary2007 How to create evolving information models by a layered information architecture
Främling, Kary; Holmström, Jan2006 Enriching product information during the product lifecycle
Främling, Kary; Rabe, Lutz2006 Globally unique product identifiers - requirements and solutions to product lifecycle management
Främling, Kary; Harrison, Mark; Brusey, James2006 Exploration of the impact of RFID and agent technology on operations management
Holmström, Jan; Främling, Kary2006 Product centric integration: Exploring the impact of RFID and agent technology supply chain management
Holmström, Jan; Främling, Kary2006 ISBN: 9780-387-38266-6Product Centric Integration: Exploring The Impact Of RFID And Agent Technology On Supply Chain Management
Holmström, Jan; Främling, Kary2006 Identity-based tracking of products and product data in changing networks
Ilie-Zudor, Elisabeth; Främling, Kary; Holmström, Jan; Monostori, László2006 Dual memory model for using pre-existing knowledge in reinforcement learning tasks
Främling, Kary2005 Design patterns for managing product lifesysle information
Främling, Kary; Holmström, Jan2005 Bi-memory model for guiding exploration by pre-existing knowledge
Främling, Kary2005 Adaptive robot learning in a non-stationary environment
Främling, Kary2005 Design patterns for loosely coupled track, trace configuration, and check operations in multi-company environments
Holmström, Jan; Främling, Kary2005 Distributed decision support in a PLM scenario
Jürgen, Anke; Främling, Kary2005 Establishing inventory transparency to temporary storage locations
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary; Collin, Jari2005 Managing Product Information in Supplier Networks by Object Oriented Programming Concepts
Främling, Kary; Kärkkäinen, M.; Ala-Risku, T.; Holmström, J.2004 Scaled gradient descent learning rate - Reinforcement learning with light-seeking robot.
Främling, Kary2004 Tracking and tracing parcels using a distributed computing approach
Huvio, Eero; Grönvall, John; Främling, Kary2003 Integrating material and information flows using a distributed peer-to-peer information system
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary2002 Peer-to-peer information systems - an enabler of collaborative planning, forecasting and replenishment
Småros, Johanna; Främling, Kary2001 A Distributed Software for Collaborative Sales Forecasting
Främling, Kary; Holmström, Jan2000 Non-refereed scientific articles
Book sectionIoT Platforms Initiative
Kubler, Sylvain; Främling, Kary; Zaslavsky, Arkady ; Doukas, Charalampos ; Olivares, Eneko ; Fortino, Giancarlo ; Palau, Carlos E. ; Soursos, Sergios ; Podnar Zarko, Ivana ; Fang, Yiwei ; Krco, Srdjan ; Heinz, Christopher ; Grimm, Christoph; Broering, Arne ; Mitic, Jelena; Olstedt, Kathleen ; Vermesan, Ovidiu 2016 in River publishers series in communications (RIVER PUBLISHERS)ISBN: 978-87-93379-81-7Unrefereed conference proceedingsBuilding Supply Chain Wide Tracking Systems: Case Fashion and Book Supply Chains
Hinkka, Ville; Rahkonen, Maiju; Holmström, Jan; Främling, Kary2010 Publications intended for professional communities
Article in professional journalMessaging for Instance-level Product Lifecycle Information Management
Främling, Kary2010 in 2PLM Newsletter (RIVER PUBLISHERS)Ajoneuvot ja tavarat nettiseurantaan
Främling, Kary; Loukkola, Juha; Nyman, Jan2010 in Prosessori (RIVER PUBLISHERS)ISSN: 0357-4121Rakennusten elektroniikkaa ohjataan yhdellä käyttöliittymällä
Främling, Kary; Nyman, Jan2009 in Talotekniikka (RIVER PUBLISHERS)ISSN: 1236-5173Tavaravirran seuranta osana Internet-pohjaista tuotetiedon hallintaa
Främling, Kary2002 in Edisty - Tieke ry:n tiedotuslehti (RIVER PUBLISHERS)Article in professional conference proceedingsThe Aalto Bim Initiative: Who, What and Why?
Singh, Vishal; Holmström, Jan; Främling, Kary2013 ISBN: 978-952-60-5290-8ISSN: 1799-4977Published development or research reportEnergian tosiaikainen seurantapalvelu Web-Keruu
Serkkola, Ari; Nyman, Jan; Främling, Kary; Kaustell, André2011 Managing product information in supplier networks by object oriented programming concepts
Främling, Kary; Kärkkäinen, Mikko; Ala-Risku, Timo; Holmström, Jan2004 Evaluation research-in-process: At the cutting edge of solution design and supply chain management theory
Holmström, Jan; Ala-Risku, Timo; Främling, Kary; Kärkkäinen, Mikko2004 Guiding Initial State-space Exploration by Action Ranking and Episodic Memory
Främling, Kary2003 Product agents for handling information about physical objects
Främling, Kary; Holmström, J.; Ala-Risku, T.; Kärkkäinen, M.2003 Audiovisual material, ICT software
ICT programs or applicationsDIALOG
Främling, Kary2003
Open IoT Ecosystem for Sporting Event Management
Kubler, Sylvain; Robert, Jérémy; Hefnawy, Ahmed; Främling, Kary; Cherifi, Chantal; Bouras, Abdelaziz
2017 in IEEE ACCESS (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)ISSN: 2169-3536
Opportunities for enhanced lean construction management using Internet of Things standards
Dave, Bhargav; Kubler, Sylvain; Främling, Kary; Koskela, Lauri
2016 in AUTOMATION IN CONSTRUCTION (Elsevier)ISSN: 0926-5805
Supply chain typology for configuring cost-efficient tracking in fashion logistics
Hinkka, Ville; Hakkinen, Maiju; Holmstrom, Jan; Framling, Kary
2015 in INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT (Emerald Group Publishing Ltd.)ISSN: 0957-4093
Typology of configurable RFID tracking in fashion logistics
Hinkka, V.; Häkkinen, Maiju; Främling, K.
2015 in INTERNATIONAL JOURNAL OF RF TECHNOLOGIES (IOS Press)ISSN: 1754-5730
BIM as Infrastructure in a Finnish HVAC Actor Network: Enabling Adoption, Reuse, and Recombination over a Building Life Cycle and between Projects
Holmström, Jan; Singh, Vishal; Främling, Kary
2015 in JOURNAL OF MANAGEMENT IN ENGINEERING (American Society of Civil Engineers (ASCE))ISSN: 0742-597X
Enhanced Product Lifecycle Information Management using communicating materials
Kubler, Sylvain; Derigent, William; Främling, Kary; Thomas, André; Rondeau, Eric
2015 in COMPUTER-AIDED DESIGN (Elsevier Limited)ISSN: 0010-4485
A standardized approach to deal with firewall and mobility policies in the IoT
Kubler, Sylvain; Främling, Kary; Buda, Andrea
2015 in PERVASIVE AND MOBILE COMPUTING (Elsevier)ISSN: 1574-1192
P2P Data Synchronization for Product Lifecycle Management
Kubler, Sylvain; Främling, Kary; Derigent, William
2015 in COMPUTERS IN INDUSTRY (Elsevier)ISSN: 0166-3615
Universal Messaging Standards for the IoT from a Lifecycle Management Perspective
Främling, Kary; Kubler, Sylvain; Buda, Andrea
2014 in IEEE Internet of Things Journal (Institute of Electrical and Electronics Engineers Inc.)ISSN: 2327-4662
Group fuzzy AHP approach to embed relevant data on communicating material
Kubler, Sylvain; Voisin, Alexandre; Derigent, William; Thomas, André; Rondeau, Eric; Främling, Kary
2014 in COMPUTERS IN INDUSTRY (Elsevier)ISSN: 0166-3615
Collaborative tracking and tracing: the value of a composite design
Mirzabeiki, Vahid; Holmström, Jan; Främling, Kary
2014 in INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT (Emerald Group Publishing Ltd.)ISSN: 0957-4093
Sustainable PLM through Intelligent Products
Främling, Kary; Holmström, Jan; Loukkola, Juha; Nyman, Jan; Kaustell, André
2013 in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (Elsevier Limited)ISSN: 0952-1976
Supply chain tracking: Aligning buyer and supplier incentives.
Hinkka, Ville; Främling, Kary; Tätilä, Jaakko
2013 in INDUSTRIAL MANAGEMENT AND DATA SYSTEMS (Emerald Group Publishing Ltd.)ISSN: 0263-5577
Information dissemination framework for context-aware product
Kubler, Sylvain; Derigent, William; Rondeau, Eric; Thomas, Andre; Främling, Kary
2013 in COMPUTERS AND INDUSTRIAL ENGINEERING (Elsevier Limited)ISSN: 0360-8352
RFID Tracking in the book supply chain: the transition from postponed to speculative tagging
Hinkka, Ville; Holmström, Jan; Främling, Kary
2012 in INTERNATIONAL JOURNAL OF LOGISTICS: RESEARCH AND APPLICATIONS (TAYLOR & FRANCIS LTD)ISSN: 1367-5567
Enabling through life product-instance management: Solutions and challenges
Ranasinghe, Damith C.; Harrison, Mark; Främling, Kary; McFarlane, Duncan
2011 in Journal of Network and Computer Applications (Academic Press Inc.)ISSN: 1084-8045
Sharing Building Information with Smart-M3
Främling, Kary; Oliver, Ian; Kaustell, André; Nyman, Jan; Honkola, Jukka
2010 in INTERNATIONAL JOURNAL ON ADVANCES IN INTELLIGENT SYSTEMS (Academic Press Inc.)Implementing inventory transparency to temporary storage locations: A solution design experiment in project business
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary; Collin, Jari; Holmström, Jan
2010 in INTERNATIONAL JOURNAL OF MANAGING PROJECTS IN BUSINESS (Emerald Group Publishing Ltd.)ISSN: 1753-8378
Editorial for Special Issue on Intelligent Products
Främling, Kary; McFarlane, Duncan
2009 in COMPUTERS IN INDUSTRY (Elsevier)Building identity-based tracking and web-services for SMEs
Hinkka, Ville; Holmström, Jan; Främling, Kary; Pátkai, Béla
2009 in International Journal of e-business Management (Elsevier)Roadmap to tracking based business and intelligent products
Holmström, Jan; Kajosaari, Risto; Främling, Kary; Langius, Erik
2009 in COMPUTERS IN INDUSTRY (Elsevier)Intelligent products: A survey
Meyer, Gerben G.; Främling, Kary; Holmström, Jan
2009 in COMPUTERS IN INDUSTRY (Elsevier)DIEM yhdistää laitteet ja järjestelmät
Raisamo, Roope; Liuha, Petri; Soininen, Juha-Pekka; Främling, Kary; Mattila, Ville-Veikko; Puolakanaho, Pertti; Tornberg, Vesa; Liukkunen, Kari
2009 in Prosessori (Elsevier)ISSN: 0357-4121
Kodin elektroniikka integroidaan asukkaiden käyttöliittymäksi
Serkkola, Ari; Främling, Kary; Nyman, Jan
2009 in Talotekniikka (Elsevier)ISSN: 1236-5173
Guiding exploration by pre-existing knowledge without modifying reward
Främling, Kary
2007 in NEURAL NETWORKS (PERGAMON-ELSEVIER SCIENCE LTD)Requirements on unique identifiers for managing product lifecycle information - comparison of alternative approaches
Främling, Kary; Harrison, Mark; Brusey, James; Petrow, Jouni
2007 in INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (Taylor and Francis Ltd.)Design patterns for managing product life cycle information
Främling, kary; Ala-Risku, Timo; Kärkkäinen, Mikko; Holmström, Jan
2007 in COMMUNICATIONS OF THE ACM (Association for Computing Machinery (ACM))Agent-based model for managing composite product information
Främling, Kary; Ala-Risku, Timo; Kärkkäinen, Mikko; Holmström, Jan
2006 in COMPUTERS IN INDUSTRY (Elsevier)Reinforcement Learning in a Noisy Environment: Light-seeking Robot.
Främling, Kary
2004 in WSEAS Transactions on Systems (WSEAS Press)Efficient tracking for short-term multi-company networks
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary
2004 in International Journal of Physical Distribution and Logistics Management (Emerald Group Publishing Limited)Wireless item identification: a solution for e-commerce fulfilment problems
Kärkkäinen, Mikko; Holmström, Jan; Främling, Kary
2004 in INTERNATIONAL JOURNAL OF ELECTRONIC BUSINESS (Inderscience Publishers)Intelligent products - a step towards a more effective project delivery chain
Kärkkäinen, Mikko; Holmström, Jan; Främling, Kary; Artto, Karlos
2003 in COMPUTERS IN INDUSTRY (Elsevier)The product centric approach: a solution to supply network information management problems?
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary
2003 in COMPUTERS IN INDUSTRY (Elsevier)Implementing Collaboration Process Networks
Holmström, Jan; Främling, Kary; Tuomi, Jukka; Kärkkäinen, Mikko; Ala-Risku, Timo
2002 in INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT (Emerald Group Publishing Ltd.)Collaborative planning forecasting and replenishment: new solutions needed for mass collaboration
Holmström, Jan; Främling, Kary; Kaipia, Riikka; Saranen, Juha
2002 in SUPPLY CHAIN MANAGEMENT: AN INTERNATIONAL JOURNAL (Emerald Group Publishing Ltd.)Data quality assessment of maintenance reporting procedures
Madhikermi, Manik; Kubler, Sylvain; Robert, Jérémy; Buda, Andrea; Främling, Kary
2016 in EXPERT SYSTEMS WITH APPLICATIONS (Elsevier Limited)ISSN: 0957-4174
The uses of tracking in operations management: Synthesis of a research program
Holmström, Jan; Främling, Kary; Ala-Risku, Timo
2010 in INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (Elsevier Science B.V.)ISSN: 0925-5273
Book section, Chapters in research booksLEAP Interoperability Standards
Främling, K.; Buda, A.; Kubler, S.; Cassina, J.; Coscia, E.; Parrotta, S.; Terzi, S.; Cerri, D.2016 ISBN: 9780128052631QLM messaging standards: introduction and comparison with existing messaging protocols
Kubler, Sylvain; Madhikermi, Manik; Främling, Kary2014 ISBN: 978-3-319-04734-8Assessment of EPCIS Standard for Interoperable Tracking in the Supply Chain
Främling, Kary; Parmar, Sagar; Hinkka, Ville; Tätilä, Jaakko; Rodgers, Dirk2013 ISBN: 978-3-642-35851-7Middleware
Främling, Kary2011 Product Centric Organization of After-Sales Supply Chain Planning and Control
Holmström, Jan; Cheikhrouhou, Naoufel; Farine, Gael; Främling, Kary2011 ISBN: 978-3-642-13381-7Ongelmalähtöisen opetuksen soveltaminen ohjelmointikurssilla
Främling, Kary2002 Reducing state space exploration in reinforcement learning problems by rapid identification of initial solutions and progressive improvement of them
Främling, Kary2002 Conference proceedingsBuilding Lifecycle Management System for Enhanced Closed Loop Collaboration
Främling, Kary; Sylvain, Kubler; Buda, Andrea; Robert, Jérémy; Le Traon, Yves2017 in IFIP Advances in Information and Communication Technology (SPRINGER)ISBN: 978-3-319-54659-9ISSN: 1868-422XLifecycle Management in the Smart City Context: Smart Parking Use-Case
Hefnawy, Ahmed; Elhariri, Taha; Bouras, Abdelaziz; Cherifi, Chantal; Robert, Jérémy; Kubler, Sylvain; Främling, Kary2017 in IFIP Advances in Information and Communication Technology (SPRINGER)ISBN: 978-3-319-54659-9ISSN: 1868-422XIoT-based interoperability framework for asset and fleet management
Främling, Kary; Backman, Jere; Väre, Janne; Madhikermi, Manik; Nykänen, Ossi2016 in Proceedings IEEE International Conference on Emerging Technologies and Factory Automation (IEEE)ISBN: 978-1-5090-1314-2 ISSN: 1946-0740IoT-based Smart Parking System for Sporting Event Management
Främling, Kary; Kubler, Sylvain; Robert, Jérémy; Hefnawy, Ahmed; Cherifi, Chantal; Bouras, Abdelaziz2016 ISBN: 978-1-4503-4750-1Technological theory of cloud manufacturing
Kubler, Sylvain; Holmström, Jan; Främling, Kary; Turkama, Petra2016 in Studies in Computational Intelligence (Springer-Verlag)ISBN: 9783319303352ISSN: 1860-949XO-MI/O-DF standards as interoperability enablers for Industrial Internet A performance analysis
Robert, Jeremy; Kubler, Sylvain; Le Traon, Yves; Främling, Kary2016 in Proceedings of the Annual Conference of the IEEE Industrial Electronics Society (IEEE COMPUTER SOCIETY PRESS)ISBN: 9781509034741ISSN: 1553-572XData supply chain in Industrial Internet.
Buda, Andrea; Madhikermi, Manik; Mirzaeifar, Saeed; Främling, Kary2015 ISBN: 978-1-4799-8244-8Proposal of a Closed Loop Framework for the Improvement of Industrial Systems' Life Cycle Performances: Experiences from the LinkedDesign Project
Cerri, Daniele; Taisch, Marco; Terzi, Sergio; Buda, Andrea; Framling, Kary; El Kaddiri, Soumaya; Milicic, Ana; Kiritsis, Dimitris; Parrotta, Simone; Peukert, Eric2015 in Procedia CIRP (Elsevier)ISSN: 2212-8271Intelligent products Shifting the production control logic in construction (with lean and Bim)
Dave, Bhargav; Kubler, Sylvain; Pikas, Ergo; Holmström, Jan; Singh, Vishal; Främling, Kary; Koskela, Lauri; Peltokorpi, Antti2015 ISBN: 978-0-9874557-9-6ISSN: 2309-0979Opportunity to Leverage Information-as-an-Asset in the IoT-The Road Ahead
Kubler, Sylvain; Yoo, Min Jung; Cassagnes, Cyril; Främling, Kary; Kiritsis, Dimitris; Skilton, Mark2015 ISBN: 9781467381031Data Quality Assessment of Company’s Maintenance Reporting: A Case Study
Madhikermi, Manik; Kubler, Sylvain; Buda, Andrea; Främling, Kary2015 ISBN: 978-989-758-103-8Standardized framework for integrating domain-specific applications into the IoT
Shrestha, Neela; Kubler, Sylvain; Främling, Kary2015 ISBN: 978-1-4799-4357-9Addressing information flow in lean production management and control in construction
Bhargav, Dave; Kubler, Sylvain; Främling, Kary; Koskela, Lauri2014 ISBN: 978-82-321-0460-4Peer-to-peer data synchronization agents
Kubler, Sylvain; Nargund, Irfan; Framling, Kary; Derigent, William2014 CaPLIM: the next generation of Product Lifecycle Information Management?
Kubler, Sylvain; Främling, Kary2014 Towards data exchange interoperability in building lifecycle management
Kubler, Sylvain; Madhikermi, Manik; Buda, Andrea; Främling, Kary; Derigent, William; Thomas, André2014 ISSN: 1946-0740Standardized Communication between Intelligent Products for the IoT (Internet of Things)
Främling, Kary; Maharjan, Merina2013 ISSN: 1474-6670Embedded data on intelligent products - impact on real-time applications.
Kubler, Sylvain; Derigent, William; Rondeau, Eric; Thomas, Andre; Främling, Kary2013 ISBN: 978-3-319-03736-3Deferred retrieval of IoT information using QLM messaging interface
Kubler, Sylvain; Främling, Kary; Madhikermi, Manik2013 ISBN: 978-3-319-03736-3Two-way communications through firewalls using QLM messaging.
Kubler, Sylvain; Madhikermi, Manik; Buda, Andrea; Främling, Kary2013 Proposal of an interoperability standard supporting PLM and knowledge sharing.
Parrotta, Simone; Cassina, Jacopo; Taisch, Marco; Terzi, Sergio; Potter, David; Främling, Kary2013 ISBN: 978-3-642-41262-2Research on Computational Intelligence for Co-Learning Enabled Healthy and Sustainable Housing.
Skön, Jukka-Pekka; Rönkkö, Mauno; Raatikainen, Mika; Juhola, Martti; Främling, Kary; Kolehmainen, Mikko2013 Methods of Aggregation of Expert Opinions in the Framework of Intelligent Products
Sylvain, Kubler; Derigent, William; Voisin, Alexandre; Främling, Kary; Thomas, André2013 ISSN: 1474-6670Assessment of Standards for Inter-organizational Tracking Information Exchange in the Supply Chain
Främling, Kary; Hinkka, Ville; Parmar, Sagar; Tätilä, Jaakko2012 ISBN: 978-3-902661-98-2ISSN: 1474-6670Solutions for inter-organizational information system implementation in supply chains: Focus on differences in buyer and supplier incentives
Hinkka, Ville; Främling, Kary; Tätilä, Jaakko2012 ISBN: 978-952-249-204-3Collaborative Tracking: The Value of a Composite Design
Mirzabeiki, Vahid; Holmström, Jan; Främling, Kary2012 ISBN: 978-952-249-204-3Instance-informed information systems: a pre-requisite for energy-efficient and green information systems.
Främling, Kary; Nyman, Jan; Kaustell, André; Holmström, Jan2011 Intelligent Products in Real-Life Applications
Främling, Kary; Loukkola, Juha; Nyman, Jan; Kaustell, André2011 ISBN: 978-2-9600532-3-4Instance Operations Management: A Research Agenda
Holmström, Jan; Ala-Risku, Timo; Främling, Kary; Kauremaa, Jouni2010 From tracking with RFID to intelligent procusts
Främling, Kary; Nyman, Jan2009 Smart spaces for ubiquitously smart buildings
Främling, Kary; Oliver, Jan; Honkola, Jukka2009 Tracking in the book selling industry: where to attach RFID tags in the supply chain?
Hinkka, Ville; Holmström, Jan; Främling, Kary2009 Integrating and Uses of RF Memory Tags with Smart Space Semantic Web Middleware
Oliver, Ian.; Främling, kary; Jantunen, Joni; Bolderev, Sergey; Honkola, Jukka2009 Human and organisational factors in after-sales supply network planning and control: the case of a product centric system
Cheikhrouhou, Naoufel; Holmström, Jan; Farine, Gael; Främling, Kary2008 Light-weight reinforcement learning with function approximation for real-life control tasks
Främling, Kary2008 The compromise between security and usability in the internet of things
Främling, Kary; Nyman, Jan2008 Information architecture for intelligent products in the internet of things
Främling, Kary; Nyman, Jan2008 Entry-level solutions for small and medium-size enterprises in supply chains
Ilie-Zudor, Elisabeth; Kemény, Zsolt; Szathmáry, Marcell; Nyman, Jan; Främling, Kary; Hinkka, Pátkai2008 ISBN: 978-80-7043-738-4Gathering product data from smart products
Nyman, Jan; Främling, Kary; Michel, Vincent2008 Assessment of item-specific information management approaches in the area of heavy load vehicles
Cecile, Corcelle; Främling, Kary; Rabe, Lutz; Anke, Jürgen; Petrow, Jouni2007 Replacing eligibility trace for action-value learning with function approximation
Främling, Kary2007 Open-source demo system to support automated identification and tracking workshop
Laakso, Mikko; Kajosaari, Risto; Holmström, Jan; Främling, Kary2007 How to create evolving information models by a layered information architecture
Främling, Kary; Holmström, Jan2006 Enriching product information during the product lifecycle
Främling, Kary; Rabe, Lutz2006 Globally unique product identifiers - requirements and solutions to product lifecycle management
Främling, Kary; Harrison, Mark; Brusey, James2006 Exploration of the impact of RFID and agent technology on operations management
Holmström, Jan; Främling, Kary2006 Product centric integration: Exploring the impact of RFID and agent technology supply chain management
Holmström, Jan; Främling, Kary2006 ISBN: 9780-387-38266-6Product Centric Integration: Exploring The Impact Of RFID And Agent Technology On Supply Chain Management
Holmström, Jan; Främling, Kary2006 Identity-based tracking of products and product data in changing networks
Ilie-Zudor, Elisabeth; Främling, Kary; Holmström, Jan; Monostori, László2006 Dual memory model for using pre-existing knowledge in reinforcement learning tasks
Främling, Kary2005 Design patterns for managing product lifesysle information
Främling, Kary; Holmström, Jan2005 Bi-memory model for guiding exploration by pre-existing knowledge
Främling, Kary2005 Adaptive robot learning in a non-stationary environment
Främling, Kary2005 Design patterns for loosely coupled track, trace configuration, and check operations in multi-company environments
Holmström, Jan; Främling, Kary2005 Distributed decision support in a PLM scenario
Jürgen, Anke; Främling, Kary2005 Establishing inventory transparency to temporary storage locations
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary; Collin, Jari2005 Managing Product Information in Supplier Networks by Object Oriented Programming Concepts
Främling, Kary; Kärkkäinen, M.; Ala-Risku, T.; Holmström, J.2004 Scaled gradient descent learning rate - Reinforcement learning with light-seeking robot.
Främling, Kary2004 Tracking and tracing parcels using a distributed computing approach
Huvio, Eero; Grönvall, John; Främling, Kary2003 Integrating material and information flows using a distributed peer-to-peer information system
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary2002 Peer-to-peer information systems - an enabler of collaborative planning, forecasting and replenishment
Småros, Johanna; Främling, Kary2001 A Distributed Software for Collaborative Sales Forecasting
Främling, Kary; Holmström, Jan2000 Non-refereed scientific articles
Book sectionIoT Platforms Initiative
Kubler, Sylvain; Främling, Kary; Zaslavsky, Arkady ; Doukas, Charalampos ; Olivares, Eneko ; Fortino, Giancarlo ; Palau, Carlos E. ; Soursos, Sergios ; Podnar Zarko, Ivana ; Fang, Yiwei ; Krco, Srdjan ; Heinz, Christopher ; Grimm, Christoph; Broering, Arne ; Mitic, Jelena; Olstedt, Kathleen ; Vermesan, Ovidiu 2016 in River publishers series in communications (RIVER PUBLISHERS)ISBN: 978-87-93379-81-7Unrefereed conference proceedingsBuilding Supply Chain Wide Tracking Systems: Case Fashion and Book Supply Chains
Hinkka, Ville; Rahkonen, Maiju; Holmström, Jan; Främling, Kary2010 Publications intended for professional communities
Article in professional journalMessaging for Instance-level Product Lifecycle Information Management
Främling, Kary2010 in 2PLM Newsletter (RIVER PUBLISHERS)Ajoneuvot ja tavarat nettiseurantaan
Främling, Kary; Loukkola, Juha; Nyman, Jan2010 in Prosessori (RIVER PUBLISHERS)ISSN: 0357-4121Rakennusten elektroniikkaa ohjataan yhdellä käyttöliittymällä
Främling, Kary; Nyman, Jan2009 in Talotekniikka (RIVER PUBLISHERS)ISSN: 1236-5173Tavaravirran seuranta osana Internet-pohjaista tuotetiedon hallintaa
Främling, Kary2002 in Edisty - Tieke ry:n tiedotuslehti (RIVER PUBLISHERS)Article in professional conference proceedingsThe Aalto Bim Initiative: Who, What and Why?
Singh, Vishal; Holmström, Jan; Främling, Kary2013 ISBN: 978-952-60-5290-8ISSN: 1799-4977Published development or research reportEnergian tosiaikainen seurantapalvelu Web-Keruu
Serkkola, Ari; Nyman, Jan; Främling, Kary; Kaustell, André2011 Managing product information in supplier networks by object oriented programming concepts
Främling, Kary; Kärkkäinen, Mikko; Ala-Risku, Timo; Holmström, Jan2004 Evaluation research-in-process: At the cutting edge of solution design and supply chain management theory
Holmström, Jan; Ala-Risku, Timo; Främling, Kary; Kärkkäinen, Mikko2004 Guiding Initial State-space Exploration by Action Ranking and Episodic Memory
Främling, Kary2003 Product agents for handling information about physical objects
Främling, Kary; Holmström, J.; Ala-Risku, T.; Kärkkäinen, M.2003 Audiovisual material, ICT software
ICT programs or applicationsDIALOG
Främling, Kary2003
LEAP Interoperability Standards
Främling, K.; Buda, A.; Kubler, S.; Cassina, J.; Coscia, E.; Parrotta, S.; Terzi, S.; Cerri, D.
2016 ISBN: 9780128052631
QLM messaging standards: introduction and comparison with existing messaging protocols
Kubler, Sylvain; Madhikermi, Manik; Främling, Kary
2014 ISBN: 978-3-319-04734-8
Assessment of EPCIS Standard for Interoperable Tracking in the Supply Chain
Främling, Kary; Parmar, Sagar; Hinkka, Ville; Tätilä, Jaakko; Rodgers, Dirk
2013 ISBN: 978-3-642-35851-7
Middleware
Främling, Kary
2011 Product Centric Organization of After-Sales Supply Chain Planning and Control
Holmström, Jan; Cheikhrouhou, Naoufel; Farine, Gael; Främling, Kary
2011 ISBN: 978-3-642-13381-7
Ongelmalähtöisen opetuksen soveltaminen ohjelmointikurssilla
Främling, Kary
2002 Reducing state space exploration in reinforcement learning problems by rapid identification of initial solutions and progressive improvement of them
Främling, Kary
2002 Building Lifecycle Management System for Enhanced Closed Loop Collaboration
Främling, Kary; Sylvain, Kubler; Buda, Andrea; Robert, Jérémy; Le Traon, Yves
2017 in IFIP Advances in Information and Communication Technology (SPRINGER)ISBN: 978-3-319-54659-9
ISSN: 1868-422X
Lifecycle Management in the Smart City Context: Smart Parking Use-Case
Hefnawy, Ahmed; Elhariri, Taha; Bouras, Abdelaziz; Cherifi, Chantal; Robert, Jérémy; Kubler, Sylvain; Främling, Kary
2017 in IFIP Advances in Information and Communication Technology (SPRINGER)ISBN: 978-3-319-54659-9
ISSN: 1868-422X
IoT-based interoperability framework for asset and fleet management
Främling, Kary; Backman, Jere; Väre, Janne; Madhikermi, Manik; Nykänen, Ossi
2016 in Proceedings IEEE International Conference on Emerging Technologies and Factory Automation (IEEE)ISBN: 978-1-5090-1314-2
ISSN: 1946-0740
IoT-based Smart Parking System for Sporting Event Management
Främling, Kary; Kubler, Sylvain; Robert, Jérémy; Hefnawy, Ahmed; Cherifi, Chantal; Bouras, Abdelaziz
2016 ISBN: 978-1-4503-4750-1
Technological theory of cloud manufacturing
Kubler, Sylvain; Holmström, Jan; Främling, Kary; Turkama, Petra
2016 in Studies in Computational Intelligence (Springer-Verlag)ISBN: 9783319303352
ISSN: 1860-949X
O-MI/O-DF standards as interoperability enablers for Industrial Internet A performance analysis
Robert, Jeremy; Kubler, Sylvain; Le Traon, Yves; Främling, Kary
2016 in Proceedings of the Annual Conference of the IEEE Industrial Electronics Society (IEEE COMPUTER SOCIETY PRESS)ISBN: 9781509034741
ISSN: 1553-572X
Data supply chain in Industrial Internet.
Buda, Andrea; Madhikermi, Manik; Mirzaeifar, Saeed; Främling, Kary
2015 ISBN: 978-1-4799-8244-8
Proposal of a Closed Loop Framework for the Improvement of Industrial Systems' Life Cycle Performances: Experiences from the LinkedDesign Project
Cerri, Daniele; Taisch, Marco; Terzi, Sergio; Buda, Andrea; Framling, Kary; El Kaddiri, Soumaya; Milicic, Ana; Kiritsis, Dimitris; Parrotta, Simone; Peukert, Eric
2015 in Procedia CIRP (Elsevier)ISSN: 2212-8271
Intelligent products Shifting the production control logic in construction (with lean and Bim)
Dave, Bhargav; Kubler, Sylvain; Pikas, Ergo; Holmström, Jan; Singh, Vishal; Främling, Kary; Koskela, Lauri; Peltokorpi, Antti
2015 ISBN: 978-0-9874557-9-6
ISSN: 2309-0979
Opportunity to Leverage Information-as-an-Asset in the IoT-The Road Ahead
Kubler, Sylvain; Yoo, Min Jung; Cassagnes, Cyril; Främling, Kary; Kiritsis, Dimitris; Skilton, Mark
2015 ISBN: 9781467381031
Data Quality Assessment of Company’s Maintenance Reporting: A Case Study
Madhikermi, Manik; Kubler, Sylvain; Buda, Andrea; Främling, Kary
2015 ISBN: 978-989-758-103-8
Standardized framework for integrating domain-specific applications into the IoT
Shrestha, Neela; Kubler, Sylvain; Främling, Kary
2015 ISBN: 978-1-4799-4357-9
Addressing information flow in lean production management and control in construction
Bhargav, Dave; Kubler, Sylvain; Främling, Kary; Koskela, Lauri
2014 ISBN: 978-82-321-0460-4
Peer-to-peer data synchronization agents
Kubler, Sylvain; Nargund, Irfan; Framling, Kary; Derigent, William
2014 CaPLIM: the next generation of Product Lifecycle Information Management?
Kubler, Sylvain; Främling, Kary
2014 Towards data exchange interoperability in building lifecycle management
Kubler, Sylvain; Madhikermi, Manik; Buda, Andrea; Främling, Kary; Derigent, William; Thomas, André
2014 ISSN: 1946-0740
Standardized Communication between Intelligent Products for the IoT (Internet of Things)
Främling, Kary; Maharjan, Merina
2013 ISSN: 1474-6670
Embedded data on intelligent products - impact on real-time applications.
Kubler, Sylvain; Derigent, William; Rondeau, Eric; Thomas, Andre; Främling, Kary
2013 ISBN: 978-3-319-03736-3
Deferred retrieval of IoT information using QLM messaging interface
Kubler, Sylvain; Främling, Kary; Madhikermi, Manik
2013 ISBN: 978-3-319-03736-3
Two-way communications through firewalls using QLM messaging.
Kubler, Sylvain; Madhikermi, Manik; Buda, Andrea; Främling, Kary
2013 Proposal of an interoperability standard supporting PLM and knowledge sharing.
Parrotta, Simone; Cassina, Jacopo; Taisch, Marco; Terzi, Sergio; Potter, David; Främling, Kary
2013 ISBN: 978-3-642-41262-2
Research on Computational Intelligence for Co-Learning Enabled Healthy and Sustainable Housing.
Skön, Jukka-Pekka; Rönkkö, Mauno; Raatikainen, Mika; Juhola, Martti; Främling, Kary; Kolehmainen, Mikko
2013 Methods of Aggregation of Expert Opinions in the Framework of Intelligent Products
Sylvain, Kubler; Derigent, William; Voisin, Alexandre; Främling, Kary; Thomas, André
2013 ISSN: 1474-6670
Assessment of Standards for Inter-organizational Tracking Information Exchange in the Supply Chain
Främling, Kary; Hinkka, Ville; Parmar, Sagar; Tätilä, Jaakko
2012 ISBN: 978-3-902661-98-2
ISSN: 1474-6670
Solutions for inter-organizational information system implementation in supply chains: Focus on differences in buyer and supplier incentives
Hinkka, Ville; Främling, Kary; Tätilä, Jaakko
2012 ISBN: 978-952-249-204-3
Collaborative Tracking: The Value of a Composite Design
Mirzabeiki, Vahid; Holmström, Jan; Främling, Kary
2012 ISBN: 978-952-249-204-3
Instance-informed information systems: a pre-requisite for energy-efficient and green information systems.
Främling, Kary; Nyman, Jan; Kaustell, André; Holmström, Jan
2011 Intelligent Products in Real-Life Applications
Främling, Kary; Loukkola, Juha; Nyman, Jan; Kaustell, André
2011 ISBN: 978-2-9600532-3-4
Instance Operations Management: A Research Agenda
Holmström, Jan; Ala-Risku, Timo; Främling, Kary; Kauremaa, Jouni
2010 From tracking with RFID to intelligent procusts
Främling, Kary; Nyman, Jan
2009 Smart spaces for ubiquitously smart buildings
Främling, Kary; Oliver, Jan; Honkola, Jukka
2009 Tracking in the book selling industry: where to attach RFID tags in the supply chain?
Hinkka, Ville; Holmström, Jan; Främling, Kary
2009 Integrating and Uses of RF Memory Tags with Smart Space Semantic Web Middleware
Oliver, Ian.; Främling, kary; Jantunen, Joni; Bolderev, Sergey; Honkola, Jukka
2009 Human and organisational factors in after-sales supply network planning and control: the case of a product centric system
Cheikhrouhou, Naoufel; Holmström, Jan; Farine, Gael; Främling, Kary
2008 Light-weight reinforcement learning with function approximation for real-life control tasks
Främling, Kary
2008 The compromise between security and usability in the internet of things
Främling, Kary; Nyman, Jan
2008 Information architecture for intelligent products in the internet of things
Främling, Kary; Nyman, Jan
2008 Entry-level solutions for small and medium-size enterprises in supply chains
Ilie-Zudor, Elisabeth; Kemény, Zsolt; Szathmáry, Marcell; Nyman, Jan; Främling, Kary; Hinkka, Pátkai
2008 ISBN: 978-80-7043-738-4
Gathering product data from smart products
Nyman, Jan; Främling, Kary; Michel, Vincent
2008 Assessment of item-specific information management approaches in the area of heavy load vehicles
Cecile, Corcelle; Främling, Kary; Rabe, Lutz; Anke, Jürgen; Petrow, Jouni
2007 Replacing eligibility trace for action-value learning with function approximation
Främling, Kary
2007 Open-source demo system to support automated identification and tracking workshop
Laakso, Mikko; Kajosaari, Risto; Holmström, Jan; Främling, Kary
2007 How to create evolving information models by a layered information architecture
Främling, Kary; Holmström, Jan
2006 Enriching product information during the product lifecycle
Främling, Kary; Rabe, Lutz
2006 Globally unique product identifiers - requirements and solutions to product lifecycle management
Främling, Kary; Harrison, Mark; Brusey, James
2006 Exploration of the impact of RFID and agent technology on operations management
Holmström, Jan; Främling, Kary
2006 Product centric integration: Exploring the impact of RFID and agent technology supply chain management
Holmström, Jan; Främling, Kary
2006 ISBN: 9780-387-38266-6
Product Centric Integration: Exploring The Impact Of RFID And Agent Technology On Supply Chain Management
Holmström, Jan; Främling, Kary
2006 Identity-based tracking of products and product data in changing networks
Ilie-Zudor, Elisabeth; Främling, Kary; Holmström, Jan; Monostori, László
2006 Dual memory model for using pre-existing knowledge in reinforcement learning tasks
Främling, Kary
2005 Design patterns for managing product lifesysle information
Främling, Kary; Holmström, Jan
2005 Bi-memory model for guiding exploration by pre-existing knowledge
Främling, Kary
2005 Adaptive robot learning in a non-stationary environment
Främling, Kary
2005 Design patterns for loosely coupled track, trace configuration, and check operations in multi-company environments
Holmström, Jan; Främling, Kary
2005 Distributed decision support in a PLM scenario
Jürgen, Anke; Främling, Kary
2005 Establishing inventory transparency to temporary storage locations
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary; Collin, Jari
2005 Managing Product Information in Supplier Networks by Object Oriented Programming Concepts
Främling, Kary; Kärkkäinen, M.; Ala-Risku, T.; Holmström, J.
2004 Scaled gradient descent learning rate - Reinforcement learning with light-seeking robot.
Främling, Kary
2004 Tracking and tracing parcels using a distributed computing approach
Huvio, Eero; Grönvall, John; Främling, Kary
2003 Integrating material and information flows using a distributed peer-to-peer information system
Kärkkäinen, Mikko; Ala-Risku, Timo; Främling, Kary
2002 Peer-to-peer information systems - an enabler of collaborative planning, forecasting and replenishment
Småros, Johanna; Främling, Kary
2001 A Distributed Software for Collaborative Sales Forecasting
Främling, Kary; Holmström, Jan
2000 Non-refereed scientific articles
Book sectionIoT Platforms Initiative
Kubler, Sylvain; Främling, Kary; Zaslavsky, Arkady ; Doukas, Charalampos ; Olivares, Eneko ; Fortino, Giancarlo ; Palau, Carlos E. ; Soursos, Sergios ; Podnar Zarko, Ivana ; Fang, Yiwei ; Krco, Srdjan ; Heinz, Christopher ; Grimm, Christoph; Broering, Arne ; Mitic, Jelena; Olstedt, Kathleen ; Vermesan, Ovidiu 2016 in River publishers series in communications (RIVER PUBLISHERS)ISBN: 978-87-93379-81-7Unrefereed conference proceedingsBuilding Supply Chain Wide Tracking Systems: Case Fashion and Book Supply Chains
Hinkka, Ville; Rahkonen, Maiju; Holmström, Jan; Främling, Kary2010 Publications intended for professional communities
Article in professional journalMessaging for Instance-level Product Lifecycle Information Management
Främling, Kary2010 in 2PLM Newsletter (RIVER PUBLISHERS)Ajoneuvot ja tavarat nettiseurantaan
Främling, Kary; Loukkola, Juha; Nyman, Jan2010 in Prosessori (RIVER PUBLISHERS)ISSN: 0357-4121Rakennusten elektroniikkaa ohjataan yhdellä käyttöliittymällä
Främling, Kary; Nyman, Jan2009 in Talotekniikka (RIVER PUBLISHERS)ISSN: 1236-5173Tavaravirran seuranta osana Internet-pohjaista tuotetiedon hallintaa
Främling, Kary2002 in Edisty - Tieke ry:n tiedotuslehti (RIVER PUBLISHERS)Article in professional conference proceedingsThe Aalto Bim Initiative: Who, What and Why?
Singh, Vishal; Holmström, Jan; Främling, Kary2013 ISBN: 978-952-60-5290-8ISSN: 1799-4977Published development or research reportEnergian tosiaikainen seurantapalvelu Web-Keruu
Serkkola, Ari; Nyman, Jan; Främling, Kary; Kaustell, André2011 Managing product information in supplier networks by object oriented programming concepts
Främling, Kary; Kärkkäinen, Mikko; Ala-Risku, Timo; Holmström, Jan2004 Evaluation research-in-process: At the cutting edge of solution design and supply chain management theory
Holmström, Jan; Ala-Risku, Timo; Främling, Kary; Kärkkäinen, Mikko2004 Guiding Initial State-space Exploration by Action Ranking and Episodic Memory
Främling, Kary2003 Product agents for handling information about physical objects
Främling, Kary; Holmström, J.; Ala-Risku, T.; Kärkkäinen, M.2003 Audiovisual material, ICT software
ICT programs or applicationsDIALOG
Främling, Kary2003
IoT Platforms Initiative
Kubler, Sylvain; Främling, Kary; Zaslavsky, Arkady ; Doukas, Charalampos ; Olivares, Eneko ; Fortino, Giancarlo ; Palau, Carlos E. ; Soursos, Sergios ; Podnar Zarko, Ivana ; Fang, Yiwei ; Krco, Srdjan ; Heinz, Christopher ; Grimm, Christoph; Broering, Arne ; Mitic, Jelena; Olstedt, Kathleen ; Vermesan, Ovidiu
2016 in River publishers series in communications (RIVER PUBLISHERS)ISBN: 978-87-93379-81-7
Building Supply Chain Wide Tracking Systems: Case Fashion and Book Supply Chains
Hinkka, Ville; Rahkonen, Maiju; Holmström, Jan; Främling, Kary
2010 Publications intended for professional communities
Article in professional journalMessaging for Instance-level Product Lifecycle Information Management
Främling, Kary2010 in 2PLM Newsletter (RIVER PUBLISHERS)Ajoneuvot ja tavarat nettiseurantaan
Främling, Kary; Loukkola, Juha; Nyman, Jan2010 in Prosessori (RIVER PUBLISHERS)ISSN: 0357-4121Rakennusten elektroniikkaa ohjataan yhdellä käyttöliittymällä
Främling, Kary; Nyman, Jan2009 in Talotekniikka (RIVER PUBLISHERS)ISSN: 1236-5173Tavaravirran seuranta osana Internet-pohjaista tuotetiedon hallintaa
Främling, Kary2002 in Edisty - Tieke ry:n tiedotuslehti (RIVER PUBLISHERS)Article in professional conference proceedingsThe Aalto Bim Initiative: Who, What and Why?
Singh, Vishal; Holmström, Jan; Främling, Kary2013 ISBN: 978-952-60-5290-8ISSN: 1799-4977Published development or research reportEnergian tosiaikainen seurantapalvelu Web-Keruu
Serkkola, Ari; Nyman, Jan; Främling, Kary; Kaustell, André2011 Managing product information in supplier networks by object oriented programming concepts
Främling, Kary; Kärkkäinen, Mikko; Ala-Risku, Timo; Holmström, Jan2004 Evaluation research-in-process: At the cutting edge of solution design and supply chain management theory
Holmström, Jan; Ala-Risku, Timo; Främling, Kary; Kärkkäinen, Mikko2004 Guiding Initial State-space Exploration by Action Ranking and Episodic Memory
Främling, Kary2003 Product agents for handling information about physical objects
Främling, Kary; Holmström, J.; Ala-Risku, T.; Kärkkäinen, M.2003 Audiovisual material, ICT software
ICT programs or applicationsDIALOG
Främling, Kary2003
Messaging for Instance-level Product Lifecycle Information Management
Främling, Kary
2010 in 2PLM Newsletter (RIVER PUBLISHERS)Ajoneuvot ja tavarat nettiseurantaan
Främling, Kary; Loukkola, Juha; Nyman, Jan
2010 in Prosessori (RIVER PUBLISHERS)ISSN: 0357-4121
Rakennusten elektroniikkaa ohjataan yhdellä käyttöliittymällä
Främling, Kary; Nyman, Jan
2009 in Talotekniikka (RIVER PUBLISHERS)ISSN: 1236-5173
Tavaravirran seuranta osana Internet-pohjaista tuotetiedon hallintaa
Främling, Kary
2002 in Edisty - Tieke ry:n tiedotuslehti (RIVER PUBLISHERS)The Aalto Bim Initiative: Who, What and Why?
Singh, Vishal; Holmström, Jan; Främling, Kary
2013 ISBN: 978-952-60-5290-8
ISSN: 1799-4977
Published development or research reportEnergian tosiaikainen seurantapalvelu Web-Keruu
Serkkola, Ari; Nyman, Jan; Främling, Kary; Kaustell, André2011 Managing product information in supplier networks by object oriented programming concepts
Främling, Kary; Kärkkäinen, Mikko; Ala-Risku, Timo; Holmström, Jan2004 Evaluation research-in-process: At the cutting edge of solution design and supply chain management theory
Holmström, Jan; Ala-Risku, Timo; Främling, Kary; Kärkkäinen, Mikko2004 Guiding Initial State-space Exploration by Action Ranking and Episodic Memory
Främling, Kary2003 Product agents for handling information about physical objects
Främling, Kary; Holmström, J.; Ala-Risku, T.; Kärkkäinen, M.2003 Audiovisual material, ICT software
ICT programs or applicationsDIALOG
Främling, Kary2003
Energian tosiaikainen seurantapalvelu Web-Keruu
Serkkola, Ari; Nyman, Jan; Främling, Kary; Kaustell, André
2011 Managing product information in supplier networks by object oriented programming concepts
Främling, Kary; Kärkkäinen, Mikko; Ala-Risku, Timo; Holmström, Jan
2004 Evaluation research-in-process: At the cutting edge of solution design and supply chain management theory
Holmström, Jan; Ala-Risku, Timo; Främling, Kary; Kärkkäinen, Mikko
2004 Guiding Initial State-space Exploration by Action Ranking and Episodic Memory
Främling, Kary
2003 Product agents for handling information about physical objects
Främling, Kary; Holmström, J.; Ala-Risku, T.; Kärkkäinen, M.
2003 DIALOG
Främling, Kary
2003 Videos
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