56 Result(s)
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Chapter and Conference Paper
Visual Sentiment Analysis with a VR Sentiment Dataset on Omni-Directional Images
Visual content can affect viewer’s emotions, which makes sentiment analysis of visual content more and more concerned. Sentiment analysis on omni-directional images plays an important role in virtual reality (...
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Chapter and Conference Paper
Research on the Improvement of Children’s Attention Through Binaural Beats Music Therapy in the Context of AI Music Generation
In this study, we explored the potential of Binaural Beats Music Therapy (BBMT) augmented with AI-generated music to enhance attention in children diagnosed with Attention Deficit Disorder (ADD). Utilizing a 2 ...
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Chapter and Conference Paper
LightNet+: Boosted Light-Weighted Network for Smoke Semantic Segmentation
Smoke is a crucial indicator of early fires and gas leaks. By segmentation of smoke in the image, the detailed information such as smoke direction of spread, and source location can be obtained. Considering th...
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Chapter and Conference Paper
Multi-depth Fusion Transformer and Batch Piecewise Loss for Visual Sentiment Analysis
Visual sentiment analysis is an important research direction in the field of affective computing, which is of great significance in user behavior prediction, visual scene construction, etc. In order to address...
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Chapter and Conference Paper
EP-Transformer: Efficient Context Propagation for Long Document
Nowadays, transformers are widely used in NLP applications. However, since the model complexity increases quadratically with sequence length, it is intractable to use transformers on very long documents. In th...
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Chapter and Conference Paper
Biomedical Entity Normalization Using Encoder Regularization and Dynamic Ranking Mechanism
Biomedical entity normalization is a fundamental method for lots of downstream applications. Due to the rich additional information for biomedical entities in medical dictionaries, such as synonyms or definiti...
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Chapter and Conference Paper
Analysis of Road Capacity Based on Vehicle Energy Consumption Formula in Single Speed Limit Zone Under Periodic Boundary Conditions
Vehicle energy consumption is the kinetic energy loss of vehicle. In order to explore the impact of road speed limit on vehicle energy consumption, based on the cellular automata NaSch traffic flow model, a fo...
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Chapter and Conference Paper
Research on Hybrid Code Networks Based on Time Perception Enhancement
The Hybrid Coding Networks (HCN) model is an end-to-end task-oriented dialogue system that takes learning RNN as the training core and allows developers to express domain knowledge through software and operati...
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Chapter and Conference Paper
Emotional Research on Mobile Phone E-Commerce Reviews on LSTM Model
Emotional analysis has been omnipresent. Grabbing adequate information from online shop** evaluation and analyzing it can provide a basis to choose for businesses or consumers. Taking “**gdong Mall” mobile...
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Chapter and Conference Paper
Implementation of Tower Grounding Resistance Measurement Based on Decreasing Overhead Grounding Line’s Current Shunt Using High-Frequency Power Supply
This paper analyses the production of the current shunt and the influence factor. Then establish the tower overhead ground wire current shunt model. The current commonly used grounding resistance measurement m...
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Chapter and Conference Paper
Experimental Study on Color Requirements of Paratroopers for Transport Aircraft Cabin
A color perception experiment was conducted to explore the color requirements of paratroopers for the interior decoration of transport cabin in military missions in order to determine the color design of trans...
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Chapter and Conference Paper
Emotion Recognition Using Eye Gaze Based on Shallow CNN with Identity Map**
Machine recognition of human emotions has attracted more and more attention for its wide application in recent years. As a spontaneous signal of human behavior, eye gaze is utilized for emotion recognition. Co...
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Chapter and Conference Paper
The Impact of Data Quality on Neural Network Models
This paper introduces the neural network evaluates Sanjiangyuan grassland degradation degree evaluation model from three aspects: data source, the neural network design and experimental process analysis. It fo...
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Chapter and Conference Paper
Innovation in Methodology of Education: Big Data and Artificial Intelligence
Gathering data is essential to the research of education. Tradition approaches to gather data include statistics, survey and questionnaire, which spends much time but difficult to represent the real world with...
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Chapter and Conference Paper
EEG-Based Emotion Estimate Using Shallow Fully Convolutional Neural Network with Boost Training Strategy
Emotion recognition using Electroencephalogram (EEG) has drawn the attention of many scholars. However, there are few studies looking into regressive approach. Actually, human affective states are continuous r...
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Chapter and Conference Paper
Analysis Winding Deformation of Power Transformer Detection Using Sweep Frequency Impedance Technology
In this paper, a new proposed transformer winding fault detection method is adopted to test the common faults of the transformer, short circuit, and deformation. Taking the 10 kV three-phase double-winding tr...
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Chapter and Conference Paper
Learning DMEs from Positive and Negative Examples
The presence of a schema for XML documents has numerous advantages. Unfortunately, many XML documents in practice are not accompanied by a (valid) schema. Therefore, it is essential to devise algorithms to inf...
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Chapter and Conference Paper
The Color Choices of Chinese Pilots for Aircraft Cabin Interior
Objective To investigate use requirements of pilots for inner color in aircraft cabin design. Methods Compared to the light and dark color system boards with rank-order method, 198 Chinese pilots participated in ...
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Chapter and Conference Paper
Construction of the Network Learning Community of the New Generation of Migrant Workers
With the rapid development of information technology and the improvement of network learning function, network learning has put forward higher requirements for the positioning of the role of the new generation...
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Chapter and Conference Paper
A Large-Scale Repository of Deterministic Regular Expression Patterns and Its Applications
Deterministic regular expressions (DREs) have been used in a myriad of areas in data management. However, to the best of our knowledge, presently there has been no large-scale repository of DREs in the literat...
