Practical estimation of mutual information on non-euclidean spaces

Yoan Miche; Ian Oliver; Wei Ren; Silke Holtmanns; Anton Akusok; Amaury Lendasse

doi:10.1007/978-3-319-66808-6_9

Practical estimation of mutual information on non-euclidean spaces

Yoan Miche
, Ian Oliver
, Wei Ren
, Silke Holtmanns
, Anton Akusok
, Amaury Lendasse

Nokia
Arcada University of Applied Sciences
University of Iowa

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Machine Learning and Knowledge Extraction - 1st IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Proceedings
Editors	A. Min Tjoa, Andreas Holzinger, Kieseberg Peter Kieseberg, Edgar Weippl
Publisher	Springer Verlag
Pages	123-136
Number of pages	14
ISBN (Print)	9783319668079
DOIs	https://doi.org/10.1007/978-3-319-66808-6_9
State	Published - 2017
Externally published	Yes
Event	1st IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference on Machine Learning and Knowledge Extraction, CD-MAKE 2017 - Reggio, Italy Duration: Aug 29 2017 → Sep 1 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10410 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	1st IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference on Machine Learning and Knowledge Extraction, CD-MAKE 2017
Country/Territory	Italy
City	Reggio
Period	8/29/17 → 9/1/17

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-319-66808-6_9

Cite this

Miche, Y., Oliver, I., Ren, W., Holtmanns, S., Akusok, A., & Lendasse, A. (2017). Practical estimation of mutual information on non-euclidean spaces. In A. M. Tjoa, A. Holzinger, K. Peter Kieseberg, & E. Weippl (Eds.), Machine Learning and Knowledge Extraction - 1st IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Proceedings (pp. 123-136). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10410 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-66808-6_9

Practical estimation of mutual information on non-euclidean spaces. / Miche, Yoan; Oliver, Ian; Ren, Wei et al.
Machine Learning and Knowledge Extraction - 1st IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Proceedings. ed. / A. Min Tjoa; Andreas Holzinger; Kieseberg Peter Kieseberg; Edgar Weippl. Springer Verlag, 2017. p. 123-136 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10410 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Miche, Y, Oliver, I, Ren, W, Holtmanns, S, Akusok, A & Lendasse, A 2017, Practical estimation of mutual information on non-euclidean spaces. in AM Tjoa, A Holzinger, K Peter Kieseberg & E Weippl (eds), Machine Learning and Knowledge Extraction - 1st IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10410 LNCS, Springer Verlag, pp. 123-136, 1st IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference on Machine Learning and Knowledge Extraction, CD-MAKE 2017, Reggio, Italy, 8/29/17. https://doi.org/10.1007/978-3-319-66808-6_9

Miche Y, Oliver I, Ren W, Holtmanns S, Akusok A, Lendasse A. Practical estimation of mutual information on non-euclidean spaces. In Tjoa AM, Holzinger A, Peter Kieseberg K, Weippl E, editors, Machine Learning and Knowledge Extraction - 1st IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Proceedings. Springer Verlag. 2017. p. 123-136. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-66808-6_9

Miche, Yoan ; Oliver, Ian ; Ren, Wei et al. / Practical estimation of mutual information on non-euclidean spaces. Machine Learning and Knowledge Extraction - 1st IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Proceedings. editor / A. Min Tjoa ; Andreas Holzinger ; Kieseberg Peter Kieseberg ; Edgar Weippl. Springer Verlag, 2017. pp. 123-136 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Practical estimation of mutual information on non-euclidean spaces

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ASJC Scopus Subject Areas

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