Bjørn Magnus Mathisen

Summary
Supervision
Background
Main interests
myRESTCBR
old projects
Publications
Contact information

Summary

Reasearcher and doctoral candidate. Working with IDI and NTNU on decision support and monitoring of exposed infrastructure within the aquaculture industry in the SFI project EXPOSED. Simultaneouslyl working as a researcher for SINTEF ICT with applied artificial intelligence.

Supervision

See supervision tasks

Background

MSc Artificial Intelligence and Machine Learning NTNU 2007. Thesis title “Evolving a roving eye for go” tried to use neuroevolution to create neural networks to play go mathisen2007evolving.
Working as a computer scientist and researcher in Telenor (2007-2008,2009-2010), NTNU (2008-2009) and SINTEF (2010-2020).

Main interests

Artificial Intelligence and Machine learning
- Biologically inspired methods.
- CBR & Explanation based methods
- Decision support systems
Data Analytics
Neuroscience
Algorithms
Large scale distributed systems
Simulation
Philosophy

myRESTCBR

Together with Kerstin Bach and Amar Jaiswal I have developed an extensionn to thr CBR platform myCBR. This extension exposes the functionality of myCBR and the myCBR workbench as a REST-API.

The code and documentation can be found at github and a usage example using a jupyter notebook can be found here

old projects

EXPOSED

http://exposedaquaculture.no/ I will apply artificial intelligence and machine learning methods to support management and operations of exposed aquaculture operations.

eSushi

AutoCut

Publications

2021

Using Extended Siamese Networks in a CBR System to Provide Decision Support in Aquaculture Operations mathisen2021using {BIBTEX} {PDF} (journal)

2020

FishNet: A Unified Embedding for Salmon Recognition mathisen2020fishnet {BIBTEX} {PDF} (conference)

2019

Learning Similarity Measures from data Mathisen2019 {BIBTEX} {PDF} (journal)

2017

Data driven case base construction for prediction of success of marine operations mathisenWS2017 {PDF} {BIBTEX} (conference)

2016

Defining the Initial Case-Base for a CBR Operator Support System in Digital Finishing wienhofen2016defining {BIBTEX} (conference)
Empirical Big Data Research: A Systematic Literature Mapping (Submitted Preprint) v2 (https://arxiv.org/abs/1509.03045) CC-BY-NC-SA {BIBTEX} (preprint)

2015

Empirical Big Data Research: A Systematic Literature Mapping (Submitted Preprint) (https://arxiv.org/abs/1509.03045) CC-BY-NC-SA (pre-print)

2014

The Linked Data AppStore roman2014linked {BIBTEX} (conference)

2013

Esums: A mobile system for continuous home monitoring of rehabilitation patients. strisland2013esums {BIBTEX} (conferencee)
Social sub-group identification using social graph and semantic analysis {PDF} {BIBTEX} mathisen2013social (conference)
A communication framework for the internet of people and things based on the concept of activity feeds in social computing vilarinho2013communication {BIBTEX} (conference)

2012

Social network for elderly gulbrandsen2012social {PDF} {BIBTEX} (conference)
Co-living social community for elderly mathisen2012co {PDF} {BIBTEX} (conference)

2007

Master thesis: Evolving a roving-eye for go revisited mathisen2007evolving {PDF} {BIBTEX}

Contact information

email bjornmm at idi.ntnu.no

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zt1QHDD1CM6u0/i+NdlD+Q2t9bLCw/8ystWTDQZNII63
=oHJB
- -----END PGP PUBLIC KEY BLOCK-----
-----BEGIN PGP SIGNATURE-----

iQIzBAEBCAAdFiEErXmj4sYxxO7fSv3boMX0N3UkkSUFAmKGThUACgkQoMX0N3Uk
kSVnEQ//YFzGhXuoiBErOYJZ4ceYZ5cU7F0QXLBfT4xz1pY1JAXXQni6ocFyqIEL
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=pcpY
-----END PGP SIGNATURE-----

old pgp

my old public key, can be found here, or copy pasted from here:

A subsidiary key that I use to authenticate with keybase is this one:

../literature/index.bib