Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning

Pedram Adibi; Fabio Pranovi; Alessandra Raffaetà; Elisabetta Russo; Claudio Silvestri; Marta Simeoni; Amilcar Soares; Stan Matwin

doi:10.1007/978-3-030-38081-6_7

Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning

Pedram Adibi, Fabio Pranovi, Alessandra Raffaetà, Elisabetta Russo, Claudio Silvestri, Marta Simeoni, Amilcar Soares, Stan Matwin

Engineering

科研成果: 图书/报告稿件的类型 › 会议稿件

25 引用（Scopus）

源语言	英语
主期刊名	Multiple-Aspect Analysis of Semantic Trajectories - 1st International Workshop, MASTER 2019, held in Conjunction with ECML-PKDD 2019, Proceedings
编辑	Konstantinos Tserpes, Chiara Renso, Stan Matwin
出版商	Springer
页	83-99
页数	17
ISBN（印刷版）	9783030380809
DOI	https://doi.org/10.1007/978-3-030-38081-6_7
出版状态	已出版 - 2020
活动	1st International Workshop on Multiple-Aspect Analysis of Semantic Trajectories, MASTER 2019 held in Conjunction with the 19th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019 - Würzburg, 德国期限: 9月 16 2019 → 9月 16 2019

出版系列

姓名	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	11889 LNAI
ISSN（印刷版）	0302-9743
ISSN（电子版）	1611-3349

会议

会议	1st International Workshop on Multiple-Aspect Analysis of Semantic Trajectories, MASTER 2019 held in Conjunction with the 19th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019
国家/地区	德国
市	Würzburg
时期	9/16/19 → 9/16/19

!!!ASJC Scopus Subject Areas

理论计算机科学
一般计算机科学

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

访问文件

10.1007/978-3-030-38081-6_7

其它文件与链接

引用此

Adibi, P., Pranovi, F., Raffaetà, A., Russo, E., Silvestri, C., Simeoni, M., Soares, A., & Matwin, S. (2020). Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning. 在 K. Tserpes, C. Renso, & S. Matwin (编辑), Multiple-Aspect Analysis of Semantic Trajectories - 1st International Workshop, MASTER 2019, held in Conjunction with ECML-PKDD 2019, Proceedings (页码 83-99). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 11889 LNAI). Springer. https://doi.org/10.1007/978-3-030-38081-6_7

Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning. / Adibi, Pedram; Pranovi, Fabio; Raffaetà, Alessandra 等.
Multiple-Aspect Analysis of Semantic Trajectories - 1st International Workshop, MASTER 2019, held in Conjunction with ECML-PKDD 2019, Proceedings. 编辑 / Konstantinos Tserpes; Chiara Renso; Stan Matwin. Springer, 2020. 页码 83-99 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 11889 LNAI).

科研成果: 图书/报告稿件的类型 › 会议稿件

Adibi, P, Pranovi, F, Raffaetà, A, Russo, E, Silvestri, C, Simeoni, M, Soares, A & Matwin, S 2020, Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning. 在 K Tserpes, C Renso & S Matwin (编辑), Multiple-Aspect Analysis of Semantic Trajectories - 1st International Workshop, MASTER 2019, held in Conjunction with ECML-PKDD 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 11889 LNAI, Springer, 页码 83-99, 1st International Workshop on Multiple-Aspect Analysis of Semantic Trajectories, MASTER 2019 held in Conjunction with the 19th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019, Würzburg, 德国, 9/16/19. https://doi.org/10.1007/978-3-030-38081-6_7

Adibi P, Pranovi F, Raffaetà A, Russo E, Silvestri C, Simeoni M 等. Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning. 在 Tserpes K, Renso C, Matwin S, 编辑, Multiple-Aspect Analysis of Semantic Trajectories - 1st International Workshop, MASTER 2019, held in Conjunction with ECML-PKDD 2019, Proceedings. Springer. 2020. 页码 83-99. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-38081-6_7

Adibi, Pedram ; Pranovi, Fabio ; Raffaetà, Alessandra 等. / Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning. Multiple-Aspect Analysis of Semantic Trajectories - 1st International Workshop, MASTER 2019, held in Conjunction with ECML-PKDD 2019, Proceedings. 编辑 / Konstantinos Tserpes ; Chiara Renso ; Stan Matwin. Springer, 2020. 页码 83-99 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{679c04113c0e46ff8840a293bdabab05,

title = "Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning",

keywords = "AIS, Fisheries, Machine Learning, Semantic trajectories, Spatio-temporal data",

author = "Pedram Adibi and Fabio Pranovi and Alessandra Raffaet{\`a} and Elisabetta Russo and Claudio Silvestri and Marta Simeoni and Amilcar Soares and Stan Matwin",

note = "Publisher Copyright: {\textcopyright} The Author(s) 2020.; 1st International Workshop on Multiple-Aspect Analysis of Semantic Trajectories, MASTER 2019 held in Conjunction with the 19th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019 ; Conference date: 16-09-2019 Through 16-09-2019",

year = "2020",

doi = "10.1007/978-3-030-38081-6_7",

language = "English",

isbn = "9783030380809",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = " Springer",

pages = "83--99",

editor = "Konstantinos Tserpes and Chiara Renso and Stan Matwin",

booktitle = "Multiple-Aspect Analysis of Semantic Trajectories - 1st International Workshop, MASTER 2019, held in Conjunction with ECML-PKDD 2019, Proceedings",

}

TY - GEN

T1 - Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning

AU - Adibi, Pedram

AU - Pranovi, Fabio

AU - Raffaetà, Alessandra

AU - Russo, Elisabetta

AU - Silvestri, Claudio

AU - Simeoni, Marta

AU - Soares, Amilcar

AU - Matwin, Stan

N1 - Publisher Copyright: © The Author(s) 2020.

PY - 2020

Y1 - 2020

KW - AIS

KW - Fisheries

KW - Machine Learning

KW - Semantic trajectories

KW - Spatio-temporal data

UR - http://www.scopus.com/inward/record.url?scp=85078483486&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85078483486&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-38081-6_7

DO - 10.1007/978-3-030-38081-6_7

M3 - Conference contribution

AN - SCOPUS:85078483486

SN - 9783030380809

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 83

EP - 99

BT - Multiple-Aspect Analysis of Semantic Trajectories - 1st International Workshop, MASTER 2019, held in Conjunction with ECML-PKDD 2019, Proceedings

A2 - Tserpes, Konstantinos

A2 - Renso, Chiara

A2 - Matwin, Stan

PB - Springer

T2 - 1st International Workshop on Multiple-Aspect Analysis of Semantic Trajectories, MASTER 2019 held in Conjunction with the 19th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019

Y2 - 16 September 2019 through 16 September 2019

ER -

Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning

出版系列

会议

!!!ASJC Scopus Subject Areas

联合国可持续发展目标

访问文件

其它文件与链接

指纹

引用此