Big Data in Smart Farming – A review
TLDR
In this paper, the authors present a review of the state-of-the-art of Big Data applications in Smart Farming and identify the related socio-economic challenges to be addressed.About:
This article is published in Agricultural Systems.The article was published on 2017-05-01 and is currently open access. It has received 1477 citations till now. The article focuses on the topics: Big data & Supply chain.read more
Citations
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Proceedings ArticleDOI
Combining Machine Learning and Symbolic Representation of Time Series for Classification of Behavioural Patterns
TL;DR: A novel method to combine the efficient symbolic representation of time-series data with machine learning to improve the performance of classification systems tailored to detection of behavioural patterns of interest is introduced.
Journal ArticleDOI
Machine learning technology for early prediction of grain yield at the field scale: A systematic review
TL;DR: In this paper , the authors focus on a distinct prediction task and aim to provide task-specific insights into the adoption of machine learning (ML) techniques for predicting grain yield at the field scale.
Journal ArticleDOI
Integrating heterogeneous across-country data for proxy-based random forest prediction of enteric methane in dairy cattle.
Enyew Negussie,Oscar González-Recio,Mara Battagin,Ali R. Bayat,T. M. Boland,Y. de Haas,A. García-Rodríguez,Philip C. Garnsworthy,Nicolas Gengler,Michael Kreuzer,Björn Kuhla,Jan Lassen,Nico Peiren,Marcin Pszczola,Angela Schwarm,Hélène Soyeurt,Amélie Vanlierde,T. Yan,Filippo Biscarini +18 more
TL;DR: In this article, the authors compared performances of ML ensemble algorithm random forest (RF) and MLR models in predicting CH4 emissions from proxies in dairy cows, and assess effects of imputing missing data points on prediction accuracy.
Book ChapterDOI
From Industry 4.0 to Agriculture 4.0
TL;DR: In this paper, a wide range of technological applications are discussed which are: big data analytics, autonomous robots, simulation, horizontal and vertical system integration, IoT, the cloud, additive manufacturing, augmented reality.
Proceedings ArticleDOI
Opinions concerning crowdsourcing applications in agriculture in D.C.
TL;DR: Focus groups were conducted to gauge opinions on crowdsourcing initiatives in agriculture to inform the design of the crowdsourcing platform, and preliminary results demonstrate that the greatest motivation for the participants was having opportunities to develop their skills and access to educational resources.
References
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Competitive advantage: creating and sustaining superior performance
TL;DR: Porter's concept of the value chain disaggregates a company into "activities", or the discrete functions or processes that represent the elemental building blocks of competitive advantage as discussed by the authors, has become an essential part of international business thinking, taking strategy from broad vision to an internally consistent configuration of activities.
Book
Competitive Advantage: Creating and Sustaining Superior Performance
TL;DR: Porter's concept of the value chain disaggregates a company into "activities", or the discrete functions or processes that represent the elemental building blocks of competitive advantage as mentioned in this paper, has become an essential part of international business thinking, taking strategy from broad vision to an internally consistent configuration of activities.
Book
Process Innovation: Reengineering Work Through Information Technology
TL;DR: In this article, Davenport provides numerous examples of firms that have succeeded or failed in combining business change and technology initiatives and highlights the roles of new organizational structures and human resource programs in developing process innovation.
Posted Content
The Mechanisms of Governance
TL;DR: The Mechanisms of Governance as discussed by the authors is an important work in the field of transaction cost economics, a branch of the New Institutional Economics with which Oliver Williamson is especially associated.
Book
The mechanisms of governance
TL;DR: The Mechanisms of Governance as discussed by the authors is an important work in the field of transaction cost economics, a branch of the New Institutional Economics with which Oliver Williamson is especially associated.