Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum

Josh Daniel L. Ong; Erinn Giannice T. Abigan; Luis Gabriel Cajucom; Patricia Angela R. Abu; Ma Regina Justina E. Estuar

doi:10.1007/978-3-030-64556-4_25

Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum

Josh Daniel L. Ong, Erinn Giannice T. Abigan, Luis Gabriel Cajucom, Patricia Angela R. Abu, Ma Regina Justina E. Estuar

Department of Information Systems and Computer Science

Ateneo de Manila University

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

Original language	English
Title of host publication	Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings
Editors	George Bebis, Zhaozheng Yin, Edward Kim, Jan Bender, Kartic Subr, Bum Chul Kwon, Jian Zhao, Denis Kalkofen, George Baciu
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	321-332
Number of pages	12
ISBN (Print)	9783030645557
DOIs	https://doi.org/10.1007/978-3-030-64556-4_25
State	Published - 2020
Event	15th International Symposium on Visual Computing, ISVC 2020 - San Diego, United States Duration: Oct 5 2020 → Oct 7 2020

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12509 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	15th International Symposium on Visual Computing, ISVC 2020
Country/Territory	United States
City	San Diego
Period	10/5/20 → 10/7/20

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Convolutional neural networks
Ensemble learning
Fusarium oxysporum f. sp. cubense
Model stacking

Access to Document

10.1007/978-3-030-64556-4_25

Cite this

Ong, J. D. L., Abigan, E. G. T., Cajucom, L. G., Abu, P. A. R., & Estuar, M. R. J. E. (2020). Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum. In G. Bebis, Z. Yin, E. Kim, J. Bender, K. Subr, B. C. Kwon, J. Zhao, D. Kalkofen, & G. Baciu (Eds.), Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings (pp. 321-332). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12509 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-64556-4_25

Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum. / Ong, Josh Daniel L.; Abigan, Erinn Giannice T.; Cajucom, Luis Gabriel et al.
Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. ed. / George Bebis; Zhaozheng Yin; Edward Kim; Jan Bender; Kartic Subr; Bum Chul Kwon; Jian Zhao; Denis Kalkofen; George Baciu. Springer Science and Business Media Deutschland GmbH, 2020. p. 321-332 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12509 LNCS).

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

Ong, JDL, Abigan, EGT, Cajucom, LG, Abu, PAR & Estuar, MRJE 2020, Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum. in G Bebis, Z Yin, E Kim, J Bender, K Subr, BC Kwon, J Zhao, D Kalkofen & G Baciu (eds), Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12509 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 321-332, 15th International Symposium on Visual Computing, ISVC 2020, San Diego, United States, 10/5/20. https://doi.org/10.1007/978-3-030-64556-4_25

Ong JDL, Abigan EGT, Cajucom LG, Abu PAR , Estuar MRJE. Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum. In Bebis G, Yin Z, Kim E, Bender J, Subr K, Kwon BC, Zhao J, Kalkofen D, Baciu G, editors, Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. Springer Science and Business Media Deutschland GmbH. 2020. p. 321-332. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-64556-4_25

Ong, Josh Daniel L. ; Abigan, Erinn Giannice T. ; Cajucom, Luis Gabriel et al. / Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum. Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. editor / George Bebis ; Zhaozheng Yin ; Edward Kim ; Jan Bender ; Kartic Subr ; Bum Chul Kwon ; Jian Zhao ; Denis Kalkofen ; George Baciu. Springer Science and Business Media Deutschland GmbH, 2020. pp. 321-332 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum

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ASJC Scopus Subject Areas

Keywords

Access to Document

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