• Cyber security exercise : Literature review to pedagogical methodology 

  Hautamäki, J.; Karjalainen, M.; Hämäläinen, Timo; Häkkinen, Päivi (IATED Academy, 2019)

  This paper is a literature review, where we try to find out pedagogical principles has used in different virtual or simulated industry learning environments. The purpose is to use these findings to create in the future ...

• Extreme minimal learning machine : Ridge regression with distance-based basis 

  Kärkkäinen, Tommi (Elsevier BV, 2019)

  The extreme learning machine (ELM) and the minimal learning machine (MLM) are nonlinear and scalable machine learning techniques with a randomly generated basis. Both techniques start with a step in which a matrix of weights ...

• Hold-in, Pull-in and Lock-in Ranges for Phase-locked Loop with Tangential Characteristic of the Phase Detector 

  Blagov, M. V.; Kuznetsova, O. A.; Kudryashov, E. V.; Kuznetsov, Nikolay; Mokaev, T. N.; Mokaev, R. N.; Yuldashev, M. V.; Yuldashev, R. V. (Elsevier, 2019)

  In the present paper the phase-locked loop (PLL), an electric circuit widely used in telecommunications and computer architectures is considered. A new modification of the PLL with tangential phase detector characteristic ...

• On Dealing with Uncertainties from Kriging Models in Offline Data-Driven Evolutionary Multiobjective Optimization 

  Mazumdar, Atanu; Chugh, Tinkle; Miettinen, Kaisa; López-Ibáñez, Manuel (Springer International Publishing, 2019)

  Many works on surrogate-assisted evolutionary multiobjective optimization have been devoted to problems where function evaluations are time-consuming (e.g., based on simulations). In many real-life optimization problems, ...

• The Design Science Research Process : A Model for Producing and Presenting Information Systems Research 

  Peffers, Ken; Tuunanen, Tuure; Gengler, Charles E.; Rossi, Matti; Hui, Wendy; Virtanen, Ville; Bragge, Johanna (Claremont Graduate University, 2006)

  The authors design and demonstrate a process for carrying out design science (DS) research in information systems and demonstrate use of the process to conduct research in two case studies. Several IS researchers have ...

View more