Magnus Lie Hetland
About
I work with algorithms and data structures. See hetland.org for details.
Publications
2021
-
Hetland, Magnus Lie;
Hummel, Halvard.
(2021)
Fairest Neighbors: Tradeoffs Between Metric Queries.
Proceedings of the 14th International Conference on Similarity Search and Applications.
Academic chapter/article/Conference paper
-
Hummel, Halvard;
Hetland, Magnus Lie.
(2021)
Fair allocation of conflicting items.
Autonomous Agents and Multi-Agent Systems.
volum 36 (1).
Academic article
2020
-
Hetland, Magnus Lie.
(2020)
Metrics and Ambits and Sprawls, Oh My: Another Tutorial on Metric Indexing.
Proceedings of the 13th International Conference on Similarity Search and Applications.
Academic chapter/article/Conference paper
-
Hetland, Magnus Lie.
(2020)
Optimal Metric Search Is Equivalent to the Minimum Dominating Set Problem.
Proceedings of the 13th International Conference on Similarity Search and Applications.
Academic chapter/article/Conference paper
2015
-
Hetland, Magnus Lie.
(2015)
Ptolemaic Indexing.
Journal of Computational Geometry.
volum 6 (1).
Academic article
2014
-
Hetland, Magnus Lie.
(2014)
Python Algorithms.
2014. ISBN 148420056X.
Popular scientific book
-
Naidan, Bilegsaikhan;
Hetland, Magnus Lie.
(2014)
Static-to-dynamic transformation for metric indexing structures (extended version).
Information Systems.
volum 45.
Academic article
2013
-
Hetland, Magnus Lie;
Skopal, Tomas;
Lokoc, Jakub;
Beecks, Christian.
(2013)
Ptolemaic access methods: Challenging the reign of the metric space model.
Information Systems.
volum 38 (7).
Academic article
2012
-
Bratsberg, Svein Erik;
Hetland, Magnus Lie.
(2012)
Dynamic optimization of queries in pivot-based indexing.
Multimedia Tools and Applications.
volum 60 (2).
Academic article
-
Eleyat, Mujahed Omar Qasim;
Haugland, Dag;
Hetland, Magnus Lie;
Natvig, Lasse.
(2012)
Parallel algorithms for the maximum flow problem with minimum lot sizes.
Operations Research Proceedings 2011: Selected Papers of the International Conference on Operations Research (OR 2011), August 30-September 2, 2011, Zurich, Switzerland.
Academic chapter/article/Conference paper
2011
-
Haugland, Dag;
Eleyat, Mujahed;
Hetland, Magnus Lie.
(2011)
The maximum flow problem with minimum lot sizes.
Lecture Notes in Computer Science (LNCS).
volum 6971.
Academic article
-
Lokoc, Jakub;
Hetland, Magnus Lie;
Skopal, Tomas;
Beecks, Christian.
(2011)
Ptolemaic Indexing of the Signature Quadratic Form Distance.
Proceedings of the Fourth International Conference on Similarity Search and Applications.
Academic chapter/article/Conference paper
2010
-
Edsberg, Ole;
Hetland, Magnus Lie.
(2010)
Indexing Inexact Proximity Search with Distance Regression in Pivot Space.
Proceedings of the Third International Conference on SImilarity Search and APplications.
Academic chapter/article/Conference paper
-
Grimsmo, Nils;
Bjørklund, Truls Amundsen;
Hetland, Magnus Lie.
(2010)
Fast Optimal Twig Joins.
Proceedings of the VLDB Endowment.
Academic article
-
Grimsmo, Nils;
Bjørklund, Truls Amundsen;
Hetland, Magnus Lie.
(2010)
Linear Computation of the Maximum Simultaneous Forward and Backward Bisimulation for Node-Labeled Trees.
Lecture Notes in Computer Science (LNCS).
volum 6309.
Academic article
-
Hetland, Magnus Lie.
(2010)
Python Algorithms: Mastering Basic Algorithms in the Python Language.
2010. ISBN 9781430232377.
Textbook
2009
-
Hetland, Magnus Lie.
(2009)
The Basic Principles of Metric Indexing.
Swarm Intelligence for Multi-objective Problems in Data Mining.
Academic chapter/article/Conference paper
2008
-
Hetland, Magnus Lie.
(2008)
Beginning Python: From Novice to Professional, Second Edition.
2008. ISBN 1590599829.
Popular scientific book
2005
-
Arentz, Will Archer;
Hetland, Magnus Lie;
Olstad, Bjørn.
(2005)
Methods for retrieving musical information based on rhythm and pitch correlations.
Journal of New Music Research.
volum 34 (2).
Academic article
-
Hetland, Magnus Lie.
(2005)
Beginning Python : From Novice to Professional.
2005. ISBN 1-59059-519-X.
Non-fiction book
-
Hetland, Magnus Lie;
Sætrom, Pål.
(2005)
Evolutionary Rule Mining in Time Series Databases.
Machine Learning.
volum 58 (2).
Academic article
2004
-
Hetland, Magnus Lie.
(2004)
A survey of recent methods for efficient retrieval of similar time sequences.
Data Mining in Time Series Databases.
Academic chapter/article/Conference paper
-
Hetland, Magnus Lie;
Sætrom, Pål.
(2004)
Temporal rule discovery using genetic programming and specialized hardware.
Applications and Science in Soft Computing.
Academic chapter/article/Conference paper
2003
-
Hetland, Magnus Lie.
(2003)
Evolving Sequence Rules.
2003. ISBN 82-471-5653-9.
Doctoral dissertation
-
Hetland, Magnus Lie;
Sætrom, Pål.
(2003)
A Comparison of Hardware and Software in Sequence Rule Evolution.
Eighth Scandinavian Conference on Artificial Intelligence.
Academic chapter/article/Conference paper
-
Sætrom, Pål;
Hetland, Magnus Lie.
(2003)
Multiobjective Evolution of Temporal Rules.
Eighth Scandinavian Conference on Artificial Intelligence.
Academic chapter/article/Conference paper
2002
-
Hetland, Magnus Lie.
(2002)
Practical Python.
2002. ISBN 1590590066.
Non-fiction book
-
Hetland, Magnus Lie;
Sætrom, Pål.
(2002)
Temporal rule discovery using genetic programming and specialized hardware.
Proceedings of the 4th International Conference on Recent Advances in Soft Computing.
Academic chapter/article/Conference paper
Journal publications
-
Hummel, Halvard;
Hetland, Magnus Lie.
(2021)
Fair allocation of conflicting items.
Autonomous Agents and Multi-Agent Systems.
volum 36 (1).
Academic article
-
Hetland, Magnus Lie.
(2015)
Ptolemaic Indexing.
Journal of Computational Geometry.
volum 6 (1).
Academic article
-
Naidan, Bilegsaikhan;
Hetland, Magnus Lie.
(2014)
Static-to-dynamic transformation for metric indexing structures (extended version).
Information Systems.
volum 45.
Academic article
-
Hetland, Magnus Lie;
Skopal, Tomas;
Lokoc, Jakub;
Beecks, Christian.
(2013)
Ptolemaic access methods: Challenging the reign of the metric space model.
Information Systems.
volum 38 (7).
Academic article
-
Bratsberg, Svein Erik;
Hetland, Magnus Lie.
(2012)
Dynamic optimization of queries in pivot-based indexing.
Multimedia Tools and Applications.
volum 60 (2).
Academic article
-
Haugland, Dag;
Eleyat, Mujahed;
Hetland, Magnus Lie.
(2011)
The maximum flow problem with minimum lot sizes.
Lecture Notes in Computer Science (LNCS).
volum 6971.
Academic article
-
Grimsmo, Nils;
Bjørklund, Truls Amundsen;
Hetland, Magnus Lie.
(2010)
Fast Optimal Twig Joins.
Proceedings of the VLDB Endowment.
Academic article
-
Grimsmo, Nils;
Bjørklund, Truls Amundsen;
Hetland, Magnus Lie.
(2010)
Linear Computation of the Maximum Simultaneous Forward and Backward Bisimulation for Node-Labeled Trees.
Lecture Notes in Computer Science (LNCS).
volum 6309.
Academic article
-
Arentz, Will Archer;
Hetland, Magnus Lie;
Olstad, Bjørn.
(2005)
Methods for retrieving musical information based on rhythm and pitch correlations.
Journal of New Music Research.
volum 34 (2).
Academic article
-
Hetland, Magnus Lie;
Sætrom, Pål.
(2005)
Evolutionary Rule Mining in Time Series Databases.
Machine Learning.
volum 58 (2).
Academic article
Books
-
Hetland, Magnus Lie.
(2014)
Python Algorithms.
2014. ISBN 148420056X.
Popular scientific book
-
Hetland, Magnus Lie.
(2010)
Python Algorithms: Mastering Basic Algorithms in the Python Language.
2010. ISBN 9781430232377.
Textbook
-
Hetland, Magnus Lie.
(2008)
Beginning Python: From Novice to Professional, Second Edition.
2008. ISBN 1590599829.
Popular scientific book
-
Hetland, Magnus Lie.
(2005)
Beginning Python : From Novice to Professional.
2005. ISBN 1-59059-519-X.
Non-fiction book
-
Hetland, Magnus Lie.
(2002)
Practical Python.
2002. ISBN 1590590066.
Non-fiction book
Part of book/report
-
Hetland, Magnus Lie;
Hummel, Halvard.
(2021)
Fairest Neighbors: Tradeoffs Between Metric Queries.
Proceedings of the 14th International Conference on Similarity Search and Applications.
Academic chapter/article/Conference paper
-
Hetland, Magnus Lie.
(2020)
Metrics and Ambits and Sprawls, Oh My: Another Tutorial on Metric Indexing.
Proceedings of the 13th International Conference on Similarity Search and Applications.
Academic chapter/article/Conference paper
-
Hetland, Magnus Lie.
(2020)
Optimal Metric Search Is Equivalent to the Minimum Dominating Set Problem.
Proceedings of the 13th International Conference on Similarity Search and Applications.
Academic chapter/article/Conference paper
-
Eleyat, Mujahed Omar Qasim;
Haugland, Dag;
Hetland, Magnus Lie;
Natvig, Lasse.
(2012)
Parallel algorithms for the maximum flow problem with minimum lot sizes.
Operations Research Proceedings 2011: Selected Papers of the International Conference on Operations Research (OR 2011), August 30-September 2, 2011, Zurich, Switzerland.
Academic chapter/article/Conference paper
-
Lokoc, Jakub;
Hetland, Magnus Lie;
Skopal, Tomas;
Beecks, Christian.
(2011)
Ptolemaic Indexing of the Signature Quadratic Form Distance.
Proceedings of the Fourth International Conference on Similarity Search and Applications.
Academic chapter/article/Conference paper
-
Edsberg, Ole;
Hetland, Magnus Lie.
(2010)
Indexing Inexact Proximity Search with Distance Regression in Pivot Space.
Proceedings of the Third International Conference on SImilarity Search and APplications.
Academic chapter/article/Conference paper
-
Hetland, Magnus Lie.
(2009)
The Basic Principles of Metric Indexing.
Swarm Intelligence for Multi-objective Problems in Data Mining.
Academic chapter/article/Conference paper
-
Hetland, Magnus Lie.
(2004)
A survey of recent methods for efficient retrieval of similar time sequences.
Data Mining in Time Series Databases.
Academic chapter/article/Conference paper
-
Hetland, Magnus Lie;
Sætrom, Pål.
(2004)
Temporal rule discovery using genetic programming and specialized hardware.
Applications and Science in Soft Computing.
Academic chapter/article/Conference paper
-
Hetland, Magnus Lie;
Sætrom, Pål.
(2003)
A Comparison of Hardware and Software in Sequence Rule Evolution.
Eighth Scandinavian Conference on Artificial Intelligence.
Academic chapter/article/Conference paper
-
Sætrom, Pål;
Hetland, Magnus Lie.
(2003)
Multiobjective Evolution of Temporal Rules.
Eighth Scandinavian Conference on Artificial Intelligence.
Academic chapter/article/Conference paper
-
Hetland, Magnus Lie;
Sætrom, Pål.
(2002)
Temporal rule discovery using genetic programming and specialized hardware.
Proceedings of the 4th International Conference on Recent Advances in Soft Computing.
Academic chapter/article/Conference paper
Report
-
Hetland, Magnus Lie.
(2003)
Evolving Sequence Rules.
2003. ISBN 82-471-5653-9.
Doctoral dissertation
Teaching
Courses
Media
2011
-
Academic lectureEleyat, Mujahed Omar Qasim; Haugland, Dag; Hetland, Magnus Lie; Natvig, Lasse. (2011) Parallel algorithms for the maximum flow problem with minimum lot sizes. International Conference on Operations Research (OR 2011), Zurich ; 2011-08-30 - 2011-09-02.
2010
-
Academic lectureEdsberg, Ole; Hetland, Magnus Lie. (2010) Indexing inexact proximity search with distance regression in pivot space. 3rd International Conference on SImilarity Search and APplications (SISAP 2010) ; 2010-09-18 - 2010-09-19.
-
Academic lectureGrimsmo, Nils; Bjørklund, Truls Amundsen; Hetland, Magnus Lie. (2010) Fast Optimal Twig Joins. 36th International Conference on Very Large Data Bases (VLDB 2010) ; Singapore. 2010-09-13 - 2010-09-17.
-
Academic lectureGrimsmo, Nils; Bjørklund, Truls Amundsen; Hetland, Magnus Lie. (2010) Linear Computation of the Maximum Simultaneous Forward and Backward Bisimulation for Node-Labeled Trees. 7th International XML Database Symposium (XSym 2010) ; Singapore. 2010-09-17 - 2010-09-17.
2009
-
PosterHovland, Rune Johan; Elster, Anne C.; Hetland, Magnus Lie. (2009) High Data Volumes and Streaming on Future GPU Systems. NOTUR 2009 . NOTUR; NTNU. 2009-05-18 - 2009-05-20.
2003
-
Academic lectureHetland, Magnus Lie; Sætrom, Pål. (2003) A Comparison of Hardware and Software in Sequence Rule Evolution. Scandinavian Conf. on Artificial Intelligence ; Bergen. 2003-11-02 - 2003-11-04.
-
Academic lectureHetland, Magnus Lie; Sætrom, Pål. (2003) The Role of Discretization Parameters in Sequence Rule Evolution. Int. Conf. on Knowledge-Based Intelligent Information & Engineering Systems ; Oxford. 2003-09-03 - 2003-09-05.
-
Academic lectureSætrom, Pål; Hetland, Magnus Lie. (2003) Multiobjective Evolution of Temporal Rules. Scandinavian Conf. on Artificial Intelligence ; Bergen. 2003-11-02 - 2003-11-04.
-
Academic lectureSætrom, Pål; Hetland, Magnus Lie. (2003) Unsupervised Temporal Rule Mining with Genetic Programming and Specialized Hardware. The 2003 International Conference on Machine Learning and Applications . [Mangler data]; Los Angeles, California, USA. 2003-06-24.
-
Academic lectureSætrom, Pål; Hetland, Magnus Lie. (2003) Unsupervised Temporal Rule Mining with Genetic Programming and Specialized Hardware. Int. Conf. on Machine Learning and Applications ; Los Angeles. 2003-06-23 - 2003-06-24.
-
Academic lectureTveit, Amund; Hetland, Magnus Lie. (2003) Incremental Multicategory Proximal Support Vector Classifiers. The 7th International International Conference on Knowledge-Based Intelligent Information & Engineering Systems . [Mangler data]; Oxford, England. 2003-09-05.
-
Academic lectureTveit, Amund; Hetland, Magnus Lie. (2003) Multicategory Incremental Proximal Support Vector Classifiers. Int. Conf. on Knowledge-Based Intelligent Information & Engineering Systems ; Oxford. 2003-09-03 - 2003-09-05.
-
Academic lectureTveit, Amund; Hetland, Magnus Lie; Engum, Håvard. (2003) Incremental and Decremental Proximal Support Vector Classification using Decay Coefficients. 5th International Conference on Data Warehousing and Knowledge Discovery (DAWAK'2003) . [Mangler data]; Praha, Tsjekkia. 2003-09-05.
-
Academic lectureTveit, Amund; Hetland, Magnus Lie; Engum, Håvard. (2003) Incremental and Decremental Proximal Support Vector Classification using Decay Coefficients. Int. Conf. on Data Warehousing and Knowledge Discovery ; Praha. 2003-09-03 - 2003-09-05.
2002
-
Academic lectureHetland, Magnus Lie; Sætrom, Pål. (2002) Temporal rule discovery using genetic programming and specialized hardware. Recent Advances in Soft Computing ; Nottingham. 2002-12-12 - 2002-12-13.