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
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
收藏
页码:431 / 436
页数:6
相关论文
共 50 条
  • [31] A Novel Association Rule-Based Data Mining Approach for Internet of Things Based Wireless Sensor Networks
    Khedr, Ahmed M.
    Osamy, Walid
    Salim, Ahmed
    Abbas, Sohail
    IEEE ACCESS, 2020, 8 : 151574 - 151588
  • [32] Applied Data Mining Approach in Ubiquitous World of Air Transportation
    Reza, Saybani Mahmoud
    Teh, Ying Wah
    Lahsasna, Adel
    ICCIT: 2009 FOURTH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND CONVERGENCE INFORMATION TECHNOLOGY, VOLS 1 AND 2, 2009, : 1218 - 1222
  • [33] Comprehensive data mining approach applied to integration sites analysis
    Calabria, Andrea
    Biasco, Luca
    Benedicenti, Fabrizio
    Leo, Simone
    Cesani, Martina
    Stupka, Elia
    Zanetti, Gianluigi
    Biffi, Alessandra
    Aiuti, Alessandro
    Naldini, Luigi
    Montini, Eugenio
    HUMAN GENE THERAPY, 2012, 23 (10) : A121 - A121
  • [34] An Efficient Data Streams Mining Method for Wireless Sensor Network's Data Aggregation
    Wang, Bensheng
    Wang, Tao
    Mikou, Noufissa
    PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL III, 2009, : 1016 - +
  • [35] Heuristic Approach for Data Gathering in Wireless Sensor Networks
    Mazayev, A.
    Correia, N.
    Schutz, G.
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION WORKSHOP (ICCW), 2015, : 692 - 697
  • [36] A New Approach for Data Filtering in Wireless Sensor Networks
    Gautam, Nidhi
    Sofat, Sanjeev
    Vig, Renu
    PROCEEDINGS OF NINTH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORKS (WCSN 2013), 2014, 299 : 177 - 187
  • [37] Intelligent Approach for Data Collection in Wireless Sensor Networks
    Lim, Yujin
    Kang, Sanggil
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2013, 10 (01) : 36 - 42
  • [38] A Multivariate Data Reduction Approach for Wireless Sensor Networks
    Atoui, Ibrahim
    Makhoul, Abdallah
    Couturier, Raphael
    Demerjian, Jacques
    2021 3RD IEEE MIDDLE EAST AND NORTH AFRICA COMMUNICATIONS CONFERENCE (MENACOMM), 2021, : 43 - 48
  • [39] Clustering Approach to Data Aggregation in Wireless Sensor Networks
    Kumar, Manish
    Verma, Shekhar
    Singh, Pankaj Pratap
    PROCEEDINGS OF THE 2008 16TH INTERNATIONAL CONFERENCE ON NETWORKS, 2008, : 26 - 31
  • [40] A Wireless Sensor Network Approach for Rehabilitation Data Collections
    Kuo, Chung-Hsien
    Chen, Chun-Tzu
    Chen, Ting-Shuo
    Kuo, Yu-Chen
    2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2011, : 579 - 584