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Pairwise Neural Networks (PairNets) with Low Memory for Fast On-Device Applications [article]

Luna M. Zhang
2020 arXiv   pre-print
Thus, it is necessary to develop fast and memory-efficient Artificial Intelligence of Things (AIoT) systems for real-time on-device applications.  ...  A traditional artificial neural network (ANN) is normally trained slowly by a gradient descent algorithm, such as the backpropagation algorithm, since a large number of hyperparameters of the ANN need  ...  Acknowledgments The author would like to thank the reviewers very much for their valuable comments that help improve the quality of this paper.  ... 
arXiv:2002.04458v1 fatcat:pmparjnmlrcbnidqsxltmu3jni

Data-Driven Analytics Leveraging Artificial Intelligence in the Era of COVID-19: An Insightful Review of Recent Developments

Abdul Majeed, Seong Oun Hwang
2021 Symmetry  
This paper presents the role of artificial intelligence (AI) and other latest technologies that were employed to fight the recent pandemic (i.e., novel coronavirus disease-2019 (COVID-19)).  ...  The key-enablers of these technologies was data that was obtained from heterogeneous sources (i.e., social networks (SN), internet of (medical) things (IoT/IoMT), cellular networks, transport usage, epidemiological  ...  Role of Artificial Intelligence of Things (AIoT) to Combat Pandemic COVID-19.  ... 
doi:10.3390/sym14010016 fatcat:4ntcu4xdkrdsbbfz2aibwndefa

Future Cyber-security Demands in Modern Agriculture

Erwin Kristen, Reinhard Kloibhofer, Vicente Hernández
2020 Zenodo  
The proposal herein is one of the outcomes from the research being carried out in the European research project called AFarCloud.  ...  This paper emphasizes the need for this kind of methodologies now that the agricultural sector is facing one of its most challenging phase: its digital transformation.  ...  field of artificial intelligence to a workshop held on 26 May 2020, with the aim of collecting ideas and suggestions about approaches to ensure high quality artificial intelligence (AI) in practical applications  ... 
doi:10.5281/zenodo.4633653 fatcat:pq5fuxvzyjgzdoiaa4m6cnzpju

D3.1 – State-of-the-Art and Market Analysis Report

ASSIST-IoT Consortium
2021 Zenodo  
Document with main results of SotA review and stakeholders and market analysis carried out.  ...  Distributed intelligence The term distributed intelligence has at least two meanings: (a) collective intelligence, and (b) distributed artificial intelligence.  ...  big data and predictive analytics, the application of artificial intelligence as well as the provision of business intelligence models and real-time dynamic KPIs reporting.  ... 
doi:10.5281/zenodo.6705158 fatcat:xote6pjzubcvxo4aqxxbraooxi

International Journal of Computer Science July 2021

2021 Zenodo  
CALL FOR PAPERS International Journal of Computer Science and Information Security (IJCSIS) January-December 2021 Issues The topics suggested by this issue can be discussed in term of concepts, surveys  ...  , state of the art, research, standards, implementations, running experiments, applications, and industrial case studies.  ...  Artificial intelligence (AI) has been defined by Alan Turing, the founding father of AI, as 'the science and engineering of making intelligent machines, especially intelligent computer programs' [1] .  ... 
doi:10.5281/zenodo.5543977 fatcat:vxk2ynl3l5bbpcvpda2lt4qef4