A Data Mining Approach Applied to Wireless Sensor Neworks in Greenhouses

被引：0

作者：

Castellanos-Garzon, Jose A. ^{[1
]}

Mezquita Martin, Yeray ^{[1
]}

Jaimes S, Jose Luis ^{[2
]}

Lopez G, Santiago M. ^{[2
]}

机构：

[1] Univ Salamanca, BISITE Digital Innovat Hub, Edificio Multiusos IDi, Salamanca 37007, Spain

[2] Univ Salamanca, Inst Univ Estudios Ciencia & Tecnol, Salamanca, Spain

来源：

DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE | 2019年 / 801卷

关键词：

Agents; Adaptivity; IoT; Greenhouse; Crop optimization; Data mining; SYSTEM; INTERNET; AGENTS; SELECTION; THINGS; MANAGEMENT; FRAMEWORK; TRUST;

D O I：

10.1007/978-3-319-99608-0_60

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This research presents an innovative multi-agent system based on virtual organizations. It has been designed to manage the information collected by wireless sensor networks for knowledge discovery and decision making in greenhouses. The developed multi-agent system allowed us to take decisions on the basis of the analysis of the historical data obtained from sensors. The proposed approach improves the efficiency of greenhouses by optimizing the use of resources.

引用

页码：431 / 436

页数：6

共 50 条

[21] A Novel Association Rule-Based Data Mining Approach for Internet of Things Based Wireless Sensor Networks [J].

Khedr, Ahmed M. ;

Osamy, Walid ;

Salim, Ahmed ;

Abbas, Sohail .

IEEE ACCESS, 2020, 8 :151574-151588

[22] Design and Implementation of a Wireless Sensor Network for Rose Greenhouses Monitoring [J].

Erazo, Mayra ;

Rivas, David ;

Perez, Milton ;

Galarza, Omar ;

Bautista, Victor ;

Huerta, Monica ;

Luis Rojo, Jose .

PROCEEDINGS OF THE 2015 6TH INTERNATIONAL CONFERENCE ON AUTOMATION, ROBOTICS AND APPLICATIONS (ICARA), 2015, :256-261

[23] Wireless sensor networks for greenhouses: An end-to-end review [J].

Kochhar, Aarti ;

Kumar, Naresh .

COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 163

[24] Study on the Context-Aware Middleware for Ubiquitous Greenhouses Using Wireless Sensor Networks [J].

Hwang, Jeonghwang ;

Yoe, Hyun .

SENSORS, 2011, 11 (05) :4539-4561

[25] An approach for near-optimal distributed data fusion in wireless sensor networks [J].

Gavalas, Damianos ;

Mpitziopoulos, Aristides ;

Pantziou, Grammati ;

Konstantopoulos, Charalampos .

WIRELESS NETWORKS, 2010, 16 (05) :1407-1425

[26] A Data Mining Algorithmic Approach for Processing Wireless Capsule Endoscopy Data Sets [J].

Karargyris, Alexandros ;

Bourbakis, Nikolaos .

2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20, 2009, :6636-6639

[27] Detecting Malicious Data Injections in Wireless Sensor Networks: A Survey [J].

Illiano, Vittorio P. ;

Lupu, Emil C. .

ACM COMPUTING SURVEYS, 2015, 48 (02)

[28] An Object Tracking Scheme for Wireless Sensor Networks Using Data Mining Mechanism [J].

Liao, Wen-Hwa ;

Chang, Kuo-Chiang ;

Kedia, Sital Prasad .

2012 IEEE NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (NOMS), 2012, :526-529

[29] Data Mining and Wireless Sensor Network for Groundnut Pest/Disease Precision Protection [J].

Tripathy, A. K. ;

Adinarayana, J. ;

Merchant, S. N. ;

Desai, U. B. ;

Ninomiya, S. ;

Hirafuji, M. ;

Kiura, T. .

2013 NATIONAL CONFERENCE ON PARALLEL COMPUTING TECHNOLOGIES (PARCOMPTECH), 2013,

[30] Physiological Big Data Mining Through Machine Learning and Wireless Sensor Networks [J].

Tan, Qianlin ;

Xu, Xinyou ;

Liang, Hongjia .

INTERNATIONAL JOURNAL OF DISTRIBUTED SYSTEMS AND TECHNOLOGIES, 2023, 14 (02) :15-15

← 1 2 3 4 5 →