AIMC Topic: Publications

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A Complete Process of Text Classification System Using State-of-the-Art NLP Models.

Computational intelligence and neuroscience Jun 9, 2022
With the rapid advancement of information technology, online information has been exponentially growing day by day, especially in the form of text documents such as news events, company reports, reviews on products, stocks-related reports, medical re...
Machine Learning Algorithms Natural Language Processing Publications Data Mining
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Artificial intelligence solutions enabling sustainable agriculture: A bibliometric analysis.

PloS one Jun 9, 2022
There is a dearth of literature that provides a bibliometric analysis concerning the role of Artificial Intelligence (AI) in sustainable agriculture therefore this study attempts to fill this research gap and provides evidence from the studies conduc...
Artificial Intelligence Authorship Agriculture United States Bibliometrics Publications
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A Scalable Embedding Based Neural Network Method for Discovering Knowledge From Biomedical Literature.

IEEE/ACM transactions on computational biology and bioinformatics Jun 3, 2022
Nowadays, the amount of biomedical literatures is growing at an explosive speed, and much useful knowledge is yet undiscovered in the literature. Classical information retrieval techniques allow to access explicit information from a given collection ...
Neural Networks, Computer Research Design Publications Knowledge Bases Knowledge
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A catalogue with semantic annotations makes multilabel datasets FAIR.

Scientific reports May 4, 2022
Multilabel classification (MLC) is a machine learning task where the goal is to learn to label an example with multiple labels simultaneously. It receives increasing interest from the machine learning community, as evidenced by the increasing number ...
Machine Learning Publications Semantics
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A Systematic Literature Review on Machine and Deep Learning Approaches for Detecting Attacks in RPL-Based 6LoWPAN of Internet of Things.

Sensors (Basel, Switzerland) Apr 29, 2022
The IETF Routing Over Low power and Lossy network (ROLL) working group defined IPv6 Routing Protocol for Low Power and Lossy Network (RPL) to facilitate efficient routing in IPv6 over Low-Power Wireless Personal Area Networks (6LoWPAN). Limited resou...
Deep Learning Publications Internet of Things
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Understanding the Research Landscape of Deep Learning in Biomedical Science: Scientometric Analysis.

Journal of medical Internet research Apr 22, 2022
BACKGROUND: Advances in biomedical research using deep learning techniques have generated a large volume of related literature. However, there is a lack of scientometric studies that provide a bird's-eye view of them. This absence has led to a partia...
Humans Neural Networks, Computer Biomedical Research Deep Learning Bibliometrics Publications Metadata
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Machine learning approach to identify adverse events in scientific biomedical literature.

Clinical and translational science Apr 3, 2022
Monitoring the occurrence of adverse events in the scientific literature is a mandatory process in drug marketing surveillance. This is a very time-consuming and complex task to fulfill the compliance and, most importantly, to ensure patient safety. ...
Humans Machine Learning Patient Safety Publications Drug-Related Side Effects and Adverse Reactions
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A Systematic Literature Review on Distributed Machine Learning in Edge Computing.

Sensors (Basel, Switzerland) Mar 30, 2022
Distributed edge intelligence is a disruptive research area that enables the execution of machine learning and deep learning (ML/DL) algorithms close to where data are generated. Since edge devices are more limited and heterogeneous than typical clou...
Machine Learning Algorithms Intelligence Publications
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Systematic Mapping Literature Review of Mobile Robotics Competitions.

Sensors (Basel, Switzerland) Mar 10, 2022
This paper presents a systematic mapping literature review about the mobile robotics competitions that took place over the last few decades in order to obtain an overview of the main objectives, target public, challenges, technologies used and final ...
Robotics Publications
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Abstractive Arabic Text Summarization Based on Deep Learning.

Computational intelligence and neuroscience Jan 11, 2022
Text summarization (TS) is considered one of the most difficult tasks in natural language processing (NLP). It is one of the most important challenges that stand against the modern computer system's capabilities with all its new improvement. Many pap...
Neural Networks, Computer Language Deep Learning Natural Language Processing Publications
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