Publication name: Valohai-CSC Integration: A Machine Learning Management Platform for Finnish Academic Institutions External link
Authors: Espinosa-Leal, Leonardo; Shcherbakov, Andrey; Westerlund, Magnus
Publication channel: Lecture Notes in Networks and Systems
Year: 2024
Publication name: LLM Integration in Workbook Design for Teaching Coding Subjects External link
Authors: Westerlund, Magnus; Shcherbakov, Andrey
Publication channel: Lecture Notes in Networks and Systems
Year: 2024
Publication name: Mindful Use of AI: A Practical Approach External link
Authors: Westerlund, Magnus; Hildt, Elisabeth; Tsolakis, Apostolos C.; Zicari, Roberto V.
Publication channel: Capco Institute journal of financial transformation
Year: 2024
Publication name: Lessons Learned in Performing a Trustworthy AI and Fundamental Rights Assessment External link
Authors: Boonstra,Marjolein; Bruneault, Frédérick; Chaktraborty, Subrata; Faber, Tjitske; Gallucci, Alessio; Hickman, Eleanore; Kema, Gerard; Kim, Heejin; Kooiker, Jaap; Hildt, Elisabeth; Lamadé, Annegret; Wiinblad Mathez, Emilie; Möslein, Florian; Pathuis, Genien; Sartor, Giovanni; Steege, Marjike; Stocco, Alice; Tadema, Willy; Tuimala, Jarno; van Vledder, Isabel; Vetter, Dennis; Vetter, Jana; Westerlund, Magnus; Zicari, Roberto V.
Publication channel: arXiv.org
Year: 2024
Publication name: Lessons Learned from Assessing Trustworthy AI in Practice External link
Authors: Vetter, Dennis; Amann, Julia; Bruneault, Frédérick; Coffee, Megan; Düdder, Boris; Gallucci, Alessio; Gilbert, Thomas Krendl; Hagendorff, Thilo; van Halem, Irmhild; Hickman, Eleanore; Hildt, Elisabeth; Holm, Sune; Kararigas, Georgios; Kringen, Pedro; Madai, Vince I.; Wiinblad Mathez, Emilie; Tithi, Jesmin Jahan; Westerlund, Magnus; Wurth, Renee; Zicari, Roberto V.
Publication channel: Digital Society
Year: 2023
Publication name: Rollen av yrkeshögskoleforskning External link
Authors: Westerlund, Magnus
Publication channel: Toolilainen
Year: 2023
Publication name: Using Sentence Embeddings and Semantic Similarity for Seeking Consensus when Assessing Trustworthy AI External link
Authors: Vetter, Dennis; Tithi, Jesmin Jahan; Westerlund, Magnus; Zicari, Roberto V.
Publication channel: CEUR workshop proceedings
Year: 2022
Publication name: Privacy and security challenges for autonomous agents : A study of two social humanoid service robots External link
Authors: Bistrom, Dennis; Westerlund, Magnus; Duncan, Bob; Jaatun, Martin Gilje
Publication channel: 2022 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
Year: 2022
Publication name: Cost-Effective Permanent Audit Trails for Securing SME Systems when Adopting Mobile Technologies External link
Authors: Duncan, Bob; Westerlund, Magnus
Publication channel: IARIA
Year: 2022
Publication name: How to Assess Trustworthy AI in Practice External link
Authors: Zicari, Roberto V.; Amann, Julia; Bruneault, Frédérick; Coffee, Megan; Düdder, Boris; Hickman, Eleanore; Gallucci, Alessio; Krendl Gilbert, Thomas; Hagendorff, Thilo; Halem, Irmhild van; Hildt, Elisabeth; Holm, Sune; Kararigas, Georgios; Kringen, Pedro; Madai, Vince I; Wiinblad Mathez, Emilie; Jahan Tithi, Jesmin; Vetter, Dennis; Westerlund, Magnus; Wurth, Renee
Publication channel: arXiv.org
Year: 2022
Publication name: Decentralizing Machine Learning Operations using Web3 for IoT Platforms External link
Authors: Wickström, John; Westerlund, Magnus; Raj, Emmanuel
Publication channel: Proceedings : IEEE International Conference on Cloud Computing Technology and Science
Year: 2022
Publication name: Assessing Trustworthy AI in times of COVID-19: Deep Learning for predicting a multi-regional score conveying the degree of lung compromise in COVID-19 patients External link
Authors: Allahabadi, Himanshi; Amann, Julia; Balot, Isabelle; Beretta, Andrea; Binkley, Charles; Bozenhard, Jonas; Bruneault, Frederick; Brusseau, James; Candemir, Sema; Cappellini, Luca Alessandro; Castagnet, Genevieve Fieux; Chakraborty, Subrata; Cherciu, Nicoleta; Cociancig, Christina; Coffee, Megan; Ek, Irene; Espinosa-Leal, Leonardo; Farina, Davide; Fieux-Castagnet, Genevieve; Frauenfelder, Thomas; Gallucci, Alessio; Giuliani, Guya; Golda, Adam; van Halem, Irmhild; Hildt, Elisabeth; Holm, Sune; Kararigas, Georgios; Krier, Sebastien A.; Kuhne, Ulrich; Lizzi, Francesca; Madai, Vince I.; Markus, Aniek F.; Masis, Serg; Mathez, Emilie Wiinblad; Mureddu, Francesco; Neri, Emanuele; Osika, Walter; Ozols, Matiss; Panigutti, Cecilia; Parent, Brendan; Pratesi, Francesca; Moreno-Sanchez, Pedro A.; Sartor, Giovanni; Savardi, Mattia; Signoroni, Alberto; Sormunen, Hanna; Spezzatti, Andy; Srivastava, Adarsh; Stephansen, Annette F.; Theng, Lau Bee; Tithi, Jesmin Jahan; Tuominen, Jarno; Umbrello, Steven; Vaccher, Filippo; Vetter, Dennis; Westerlund, Magnus; Wurth, Renee; Zicari, Roberto V.
Publication channel: IEEE transactions on technology and society
Year: 2022
Publication name: Topic Modeling of StormFront Forum Posts External link
Authors: Nazarko, Grigorii; Frank, Richard; Westerlund, Magnus
Publication channel:
Year: 2021
Publication name: Organizational Building Blocks for Blockchain Governance: A Survey of 241 Blockchain White Papers External link
Authors: Honkanen, Petri; Nylund, Mats; Westerlund, Magnus
Publication channel: Frontiers in Blockchain
Year: 2021
Publication name: Ethical maintenance of artificial intelligence systems External link
Authors: Düdder, Boris; Möslein, Florian; Stürtz, Norman; Westerlund, Magnus; V. Zicari, Roberto
Publication channel:
Year: 2021
Publication name: Z-Inspection®: A Process to Assess Trustworthy AI External link
Authors: Zicari, Roberto V.; Brodersen, John; Brusseau, James; Dudder, Boris; Eichhorn, Timo; Ivanov, Todor; Kararigas, Georgios; Kringen, Pedro; McCullough, Melissa; Moslein, Florian; Mushtaq, Naveed; Roig, Gemma; Sturtz, Norman; Tolle, Karsten; Tithi, Jesmin Jahan; van Halem, Irmhild; Westerlund, Magnus
Publication channel: IEEE Transactions on Technology and Society
Year: 2021
Publication name: On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls External link
Authors: Zicari, Roberto V.; Brusseau, James; Blomberg, Stig Nikolaj; Christensen, Helle Collatz; Coffee, Megan; Ganapini, Marianna B.; Gerke, Sara; Gilbert, Thomas Krendl; Hickman, Eleanore; Hildt, Elisabeth; Holm, Sune; Kühne, Ulrich; Madai, Vince I.; Osika, Walter; Spezzatti, Andy; Schnebel, Eberhard; Tithi, Jesmin Jahan; Vetter, Dennis; Westerlund, Magnus; Wurth, Renee; Amann, Julia; Antun, Vegard; Beretta, Valentina; Bruneault, Frédérick; Campano, Erik; Düdder, Boris; Gallucci, Alessio; Goffi, Emmanuel; Haase, Christoffer Bjerre; Hagendorff, Thilo; Kringen, Pedro; Möslein, Florian; Ottenheimer, Davi; Ozols, Matiss; Palazzani, Laura; Petrin, Martin; Tafur, Karin; Tørresen, Jim; Volland, Holger; Kararigas, Georgios
Publication channel: Frontiers in Human Dynamics
Year: 2021
Publication name: Co-design of a trustworthy AI system in healthcare : deep learning based skin lesion classifier External link
Authors: Zicari, Roberto V.; Ahmed, Sheraz; Amann, Julia; Braun, Stephan Alexander; Brodersen, John; Bruneault, Frédérick; Brusseau, James; Campano, Erik; Coffee, Megan; Dengel, Andreas; Düdder, Boris; Gallucci, Alessio; Gilbert, Thomas Krendl; Gottfrois, Philippe; Goffi, Emmanuel; Haase, Christoffer Bjerre; Hagendorff, Thilo; Hickman, Eleanore; Hildt, Elisabeth; Holm, Sune; Kringen, Pedro; Kühne, Ulrich; Lucieri, Adriano; Madai, Vince I.; Moreno-Sánchez, Pedro A.; Medlicott, Oriana; Ozols, Matiss; Schnebel, Eberhard; Spezzatti, Andy; Tithi, Jesmin Jahan; Umbrello, Steven; Vetter, Dennis; Volland, Holger; Westerlund, Magnus; Wurth, Renee
Publication channel: Frontiers in human dynamics
Year: 2021
Publication name: Incorporating Permanent Audit Trails for Corporates External link
Authors: Duncan, Bob; Westerlund, Magnus; Wickström, John
Publication channel:
Year: 2021
Publication name: Smart Contract based Distributed IoT Security: A Protocol for Autonomous Device Management External link
Authors: Wickstrom, John; Westerlund, Magnus; Pulkkis, Goran
Publication channel:
Year: 2021
Publication name: Edge MLOps: An Automation Framework for AIoT Applications External link
Authors: Raj, Emmanuel; Buffoni, David; Westerlund, Magnus; Ahola, Kimmo
Publication channel:
Year: 2021
Publication name: Autonomous Industrial Management via Reinforcement Learning External link
Authors: Espinosa-Leal, Leonardo; Chapman, Anthony; Westerlund, Magnus
Publication channel: Journal of intelligent and fuzzy systems
Year: 2020
Publication name: Reliable Fleet Analytics for Edge IoT Solutions External link
Authors: Raj, Emmanuel; Westerlund, Magnus; Espinosa-Leal, Leonardo
Publication channel: Cloud Computing - International Conference on Cloud Computing, GRIDs, and Virtualization
Year: 2020
Publication name: Yrkeshögskolorna saknar finansieringsinstrument för teknisk utveckling External link
Authors: Westerlund, Magnus
Publication channel: Toolilainen
Year: 2020
Publication name: Rethinking IoT Security: A Protocol Based onBlockchain Smart Contracts for Secure andAutomated IoT Deployments External link
Authors: Wickström, John; Westerlund, Magnus; Pulkkis, Göran
Publication channel: arXiv
Year: 2020
Publication name: Version Control Using Distributed Ledger Technologies for Internet of Things Device Software Updates External link
Authors: Westerlund, Magnus; Wickström, John; Pulkkis, Göran
Publication channel:
Year: 2019
Publication name: Governance in Decentralized Ecosystems: A Survey of Blockchain and Distributed Ledger White Papers External link
Authors: Honkanen, Petri; Westerlund, Magnus; Nylund, Mats
Publication channel:
Year: 2019
Publication name: Muddie Week-Multiprofessional Digital Development: Service Design Innovation Model for Higher Education in the Context of Digital Health and Wellbeing External link
Authors: Ahonen, Outi; Mononen, Asko; Valpas, Pirjo; Jalakas, Richard; Mahla, Marge; Havukumpu, Juha; Litina, Sanita; Brauna, Egita; Ekman, Petra; Valtakari, Kasper; Westerlund, Magnus
Publication channel: Laurea Journal
Year: 2019
Publication name: Tackling the Cloud Forensic Problem While Keeping Your Eye on the GDPR External link
Authors: Westerlund, Magnus; Jaatun, Martin Gilje
Publication channel: 2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
Year: 2019
Publication name: Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review External link
Authors: Espinosa Leal, Leonardo; Westerlund, Magnus; Chapman, Anthony
Publication channel:
Year: 2019
Publication name: Determining an influence in the adoption readiness of extended reality technology through educational studies External link
Authors: Forsström, Mikael; Ahonen, Mirko; Westerlund, Magnus; Tana, Jonas; Jeglinsky-Kankainen, Ira
Publication channel: Journal advances in higher education
Year: 2019
Publication name: Specialisation studies in big data analytics External link
Authors: Westerlund, Magnus; Espinosa-Leal, Leonardo
Publication channel: Toolilainen
Year: 2018
Publication name: Blockchain and the Future of News External link
Authors: Honkanen, Petri; Nylund, Mats; Westerlund, Magnus
Publication channel: WAN-IFRA report
Year: 2018
Publication name: Blockchain-Based Security Solutions for IoT Systems External link
Authors: Pulkkis, Göran; Karlsson, Jonny; Westerlund, Magnus
Publication channel:
Year: 2018
Publication name: Towards Distributed Clouds: A Review About the Evolution of Centralized Cloud Computing, Distributed Ledger Technologies, and A Foresight on Unifying Opportunities and Security Implications External link
Authors: Westerlund, Magnus; Kratzke, Nane
Publication channel:
Year: 2018
Publication name: Reinforcement learning for extended reality: designing self-play scenarios External link
Authors: Espinosa Leal, Leonardo A.; Chapman, Anthony; Westerlund, Magnus
Publication channel:
Year: 2018
Publication name: Providing Tamper-Resistant Audit Trails with Distributed Ledger based Solutions for Forensics of IoT Systems using Cloud Resources External link
Authors: Westerlund, Magnus; Neovius, Mats; Pulkkis, Göran
Publication channel: International Journal On Advances in Security
Year: 2018
Publication name: Analytics for network security: a survey and taxonomy External link
Authors: Grahn, Kaj; Westerlund, Magnus; Pulkkis, Göran
Publication channel: Studies in computational intelligence
Year: 2017
Publication name: Smarta avtal - en utmaning för avtalslagen? External link
Authors: Enkvist, Joachim; Westerlund, Magnus; Honkanen, Petri
Publication channel: Tidskrift utgiven av juridiska föreningen finland
Year: 2017
Publication name: Secure and Reliable Internet of Things Systems for Healthcare External link
Authors: Pulkkis, Goran; Karlsson, Jonny; Westerlund, Magnus; Tana, Jonas
Publication channel:
Year: 2017
Publication name: Challenges and opportunities of internet of things in healthcare External link
Authors: Göran Pulkkis; Magnus Westerlund; Jonny Karlsson; Jonas Tana
Publication channel: Arcada Working Papers
Year: 2016
Publication name: Platform privacy : the missing piece of data protection legislation External link
Authors: Magnus Westerlund; Joachim Enkvist
Publication channel: Journal of intellectual property, information technology and electronic commerce law
Year: 2016
Publication name: Active intrusion management for web server software : Case WordPress External link
Authors: Patrik Paarnio; Sam Stenvall; Magnus Westerlund; Göran Pulkkis
Publication channel:
Year: 2015
Publication name: Designing a modern IT curriculum : including information analytics as a core knowledge area External link
Authors: Magnus Westerlund; Göran Pulkkis
Publication channel:
Year: 2015
Publication name: Feature engineering for detection of wormhole attacking in mobile ad hoc networks with machine learning methods External link
Authors: Jonny Karlsson; Magnus Westerlund; Laurence Dooley; Göran Pulkkis
Publication channel: Arcada Working papers
Year: 2014
Publication name: Using Extreme Learning Machine for intrusion detection in a big data environment External link
Authors: Junlong Xiang; Magnus Westerlund; Dusan Sovilj; Göran Pulkkis
Publication channel:
Year: 2014
Publication name: Big data analytics : what is it? External link
Authors: Niklas Eriksson; Magnus Westerlund; Carl-Johan Rosenbröijer
Publication channel: Arcada Working papers
Year: 2014
Publication name: Using ELM for intrusion in a big data environment External link
Authors: Junlong Xiang; Magnus Westerlund; Dusan Sovilj; Timo Karvi; Göran Pulkkis
Publication channel: Arcada Working papers
Year: 2014
Publication name: A generalized scalable software architecture for analyzing temporally structured big data in the cloud External link
Authors: Magnus Westerlund; Ulf Hedlund; Göran Pulkkis; Kaj-Mikael Björk
Publication channel: New perspectives in information systems and technologies
Year: 2014
Publication name: HP trend filtering using Gaussian mixture model weighted heuristic External link
Authors: Sayfullina, Luiza; Westerlund, Magnus; Bjork, Kaj Mikael; Toivonen, Hannu T.
Publication channel: Proceedings : International Conference on Tools with Artificial Intelligence
Year: 2014
Publication name: Personuppgiftsskydd :bmed särskild betoning på profilering External link
Authors: Joachim Enkvist, Magnus Westerlund
Publication channel: JFT
Year: 2013
Publication name: Profiling web users : in light of the proposed EU data protection regulation External link
Authors: Magnus Westerlund & Joachim Enkvist
Publication channel: Retfærd
Year: 2013
Publication name: Profilering : några synpunkter ur ett juridiskt och ett tekniskt perspektiv External link
Authors: Joachim Enkvist, Magnus Westerlund
Publication channel:
Year: 2013
Publication name: Information analytics methods for network and information security External link
Authors: Jonny Karlsson, Magnus Westerlund and Göran Pulkkis
Publication channel:
Year: 2013
Publication name: A local outdoor mobile tour guide in HTML5 : drivers and barriers External link
Authors: Niklas Eriksson, Magnus Westerlund, Carl-Johan Rosenbröijer, Hellevi Aittoniemi, Ted Mellin, Krista Fransman
Publication channel:
Year: 2013