Levenberg-Marquardt algorithm with adaptive momentum for the efficient training of feedforward networks

N Ampazis, SJ Perantonis - Proceedings of the IEEE-INNS …, 2000 - ieeexplore.ieee.org
We present a highly efficient second order algorithm for the training of feedforward neural
networks. The algorithm is based on iterations of the form employed in the Levenberg …

Multi-abstraction layered business process modeling

D Van Nuffel, M De Backer - Computers in Industry, 2012 - Elsevier
Business Process Management (BPM) acceptance requires a modeling framework in which
all abstraction layers (from the high-level enterprise view to the low-level task view) are …

Building evolvable software using normalized systems theory: A case study

G Oorts, P Huysmans, P De Bruyn… - 2014 47Th Hawaii …, 2014 - ieeexplore.ieee.org
Normalized Systems (NS) theory has recently been proposed as an approach to develop
agile and evolvable software by defining theorems and design patterns for software …

Stability in software engineering: Survey of the state-of-the-art and research directions

M Salama, R Bahsoon, P Lago - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
With the increasing dependence on software systems, their longevity is becoming a pressing
need. Stability is envisioned as a primary property to achieve longevity. Stability has been …

Identifying combinatorial effects in requirements engineering

J Verelst, AR Silva, H Mannaert, DA Ferreira… - Advances in Enterprise …, 2013 - Springer
There are several best practices and proposals that help to design and develop software
systems immune (to some extent) to combinatorial effects as these systems evolve …

[PDF][PDF] The Database Normalization Theory and the Theory of Normalized Systems: Finding a Common Ground.

E Eessaar - Baltic Journal of Modern Computing, 2016 - researchgate.net
Database normalization theory offers formalized guidelines how to reduce data redundancy
and thus problems that it causes in databases. More lately, researchers have started to …

Tackling rapid technology changes by applying enterprise engineering theories

O Dvořák, R Pergl - Science of Computer Programming, 2022 - Elsevier
Moore's law states that the number of transistors on a chip will double every two years. A
similar force appears to drive the progress of information technology (IT). IT companies tend …

Enabling normalized systems in practice–exploring a modeling approach

P De Bruyn, H Mannaert, J Verelst… - Business & information …, 2018 - Springer
Contemporary organizations are required to adapt to a changing environment in an agile
way, which is often deemed very challenging. Normalized Systems (NS) theory attempts to …

An OPC UA interface for an evolvable ISA88 control module

D Van Der Linden, H Mannaert, W Kastner… - …, 2011 - ieeexplore.ieee.org
Normalized systems theory has recently been proposed to engineer evolvable information
systems. This theory includes a potential of improvement in control software for the …

[PDF][PDF] On the realization of metacircular code generation: The case of the normalized systems expanders

H Mannaert, K De Cock, P Uhnak - Proceedings of the Fourteenth …, 2019 - academia.edu
The automated generation of source code is a widely adopted technique to improve the
productivity of computer programming. Normalized Systems Theory (NST) aims to create …