AIMC Topic: Semantics

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Multichannel Two-Dimensional Convolutional Neural Network Based on Interactive Features and Group Strategy for Chinese Sentiment Analysis.

Sensors (Basel, Switzerland) Jan 18, 2022
In Chinese sentiment analysis tasks, many existing methods tend to use recurrent neural networks (e.g., long short-term memory networks and gated recurrent units) and standard one-dimensional convolutional neural networks (1D-CNN) to extract features...
Neural Networks, Computer Algorithms China Semantics Sentiment Analysis
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Neural Collaborative Filtering with Ontologies for Integrated Recommendation Systems.

Sensors (Basel, Switzerland) Jan 17, 2022
Machine learning (ML) and especially deep learning (DL) with neural networks have demonstrated an amazing success in all sorts of AI problems, from computer vision to game playing, from natural language processing to speech and image recognition. In ...
Neural Networks, Computer Machine Learning Algorithms Natural Language Processing Semantics
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Intelligent Semantic Segmentation for Self-Driving Vehicles Using Deep Learning.

Computational intelligence and neuroscience Jan 17, 2022
Understanding the situation is a critical component of any self-driving system. Accurate real-time visual signal processing to create pixelwise classed pictures, also known as semantic segmentation, is critical for scenario comprehension and subseque...
Neural Networks, Computer Deep Learning Image Processing, Computer-Assisted Semantics Autonomous Vehicles
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Data-Driven Construction Safety Information Sharing System Based on Linked Data, Ontologies, and Knowledge Graph Technologies.

International journal of environmental research and public health Jan 11, 2022
Accident, injury, and fatality rates remain disproportionately high in the construction industry. Information from past mishaps provides an opportunity to acquire insights, gather lessons learned, and systematically improve safety outcomes. Advances ...
Information Dissemination Semantics Biological Ontologies Pattern Recognition, Automated Semantic Web
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Image Hallucination From Attribute Pairs.

IEEE transactions on cybernetics Jan 11, 2022
Recent image-generation methods have demonstrated that realistic images can be produced from captions. Despite the promising results achieved, existing caption-based generation methods confront a dilemma. On the one hand, the image generator should b...
Humans Natural Language Processing Semantics Hallucinations
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Semantic annotation for computational pathology: multidisciplinary experience and best practice recommendations.

The journal of pathology. Clinical research Jan 10, 2022
Recent advances in whole-slide imaging (WSI) technology have led to the development of a myriad of computer vision and artificial intelligence-based diagnostic, prognostic, and predictive algorithms. Computational Pathology (CPath) offers an integrat...
Humans Artificial Intelligence Algorithms Pathologists Semantics
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Hierarchical Deep Click Feature Prediction for Fine-Grained Image Recognition.

IEEE transactions on pattern analysis and machine intelligence Jan 7, 2022
The click feature of an image, defined as the user click frequency vector of the image on a predefined word vocabulary, is known to effectively reduce the semantic gap for fine-grained image recognition. Unfortunately, user click frequency data are u...
Machine Learning Algorithms Animals Birds Dogs Datasets as Topic Semantics Pattern Recognition, Automated
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End-to-End provenance representation for the understandability and reproducibility of scientific experiments using a semantic approach.

Journal of biomedical semantics Jan 6, 2022
BACKGROUND: The advancement of science and technologies play an immense role in the way scientific experiments are being conducted. Understanding how experiments are performed and how results are derived has become significantly more complex with the...
Reproducibility of Results Knowledge Bases Semantics Semantic Web
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HESML: a real-time semantic measures library for the biomedical domain with a reproducible survey.

BMC bioinformatics Jan 6, 2022
BACKGROUND: Ontology-based semantic similarity measures based on SNOMED-CT, MeSH, and Gene Ontology are being extensively used in many applications in biomedical text mining and genomics respectively, which has encouraged the development of semantic ...
Reproducibility of Results Semantics Systematized Nomenclature of Medicine Biological Ontologies Medical Subject Headings
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Detection of Aerobics Action Based on Convolutional Neural Network.

Computational intelligence and neuroscience Jan 5, 2022
To further improve the accuracy of aerobics action detection, a method of aerobics action detection based on improving multiscale characteristics is proposed. In this method, based on faster R-CNN and aiming at the problems existing in faster R-CNN, ...
Neural Networks, Computer Semantics
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