AIMC Topic: Problem Solving

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CA-XTree: Age Estimation of Grouped Gradient Regression Tree with Local Channel Attention.

Computational intelligence and neuroscience May 28, 2022
Face age estimation has been widely used in video surveillance, human-computer interaction, market analysis, image processing analysis, and many fields. There are several problems that need to be solved in image-based face age estimation: (1) redunda...
Neural Networks, Computer Image Processing, Computer-Assisted Humans Problem Solving Attention Face
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RL-DOVS: Reinforcement Learning for Autonomous Robot Navigation in Dynamic Environments.

Sensors (Basel, Switzerland) May 19, 2022
Autonomous navigation in dynamic environments where people move unpredictably is an essential task for service robots in real-world populated scenarios. Recent works in reinforcement learning (RL) have been applied to autonomous vehicle driving and t...
Humans Computer Simulation Problem Solving Reinforcement, Psychology Learning Robotics
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Optimization of Reservoir Flood Control Operation Based on Multialgorithm Deep Learning.

Computational intelligence and neuroscience May 10, 2022
With the rapid development of China's social economy, it is the most important task for the water conservancy industry to make use of the existing water conservancy engineering measures to carry out the research on river basin flood control dispatchi...
Floods Water Problem Solving Deep Learning Algorithms
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n-Player Stochastic Duel Game Model with Applied Deep Learning and Its Modern Implications.

Sensors (Basel, Switzerland) Mar 21, 2022
This paper provides a conceptual foundation for stochastic duels and contains a further study of the game models based on the theory of stochastic duels. Some other combat assessment techniques are looked upon briefly; a modern outlook on the applica...
Deep Learning Problem Solving Game Theory Video Games
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Researchers turn to deep learning to decode protein structures.

Proceedings of the National Academy of Sciences of the United States of America Mar 2, 2022
Protein Conformation Problem Solving Computational Biology Proteins Models, Molecular Research Personnel Deep Learning
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Learning to Reason on Tree Structures for Knowledge-Based Visual Question Answering.

Sensors (Basel, Switzerland) Feb 17, 2022
Collaborative reasoning for knowledge-based visual question answering is challenging but vital and efficient in understanding the features of the images and questions. While previous methods jointly fuse all kinds of features by attention mechanism o...
Learning Knowledge Bases Neural Networks, Computer Semantics Problem Solving
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TextRank Keyword Extraction Algorithm Using Word Vector Clustering Based on Rough Data-Deduction.

Computational intelligence and neuroscience Jan 25, 2022
When TextRank algorithm based on graph model constructs graph associative edges, the co-occurrence window rules only consider the relationships between local terms. Using the information in the document itself is limited. In order to solve the above ...
Problem Solving Algorithms Cluster Analysis Knowledge Bases
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Is Artificial Intelligence Customer Service Satisfactory? Insights Based on Microblog Data and User Interviews.

Cyberpsychology, behavior and social networking Dec 17, 2021
A growing number of sectors are delivering customer services powered by artificial intelligence (AI) instead of humans, with evidence indicating labor cost reduction and efficiency improvement. However, it would be worthwhile to examine the extent to...
Problem Solving Consumer Behavior Attitude Personal Satisfaction Humans Artificial Intelligence
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Real-Time Detection of Cook Assistant Overalls Based on Embedded Reasoning.

Sensors (Basel, Switzerland) Dec 2, 2021
Currently, the target detection based on convolutional neural network plays an important role in image recognition, speech recognition and other fields. However, the current network model features a complex structure, a huge number of parameters and ...
Neural Networks, Computer Computers Problem Solving Recognition, Psychology
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A new ML-based approach to enhance student engagement in online environment.

PloS one Nov 10, 2021
The educational research is increasingly emphasizing the potential of student engagement and its impact on performance, retention and persistence. This construct has emerged as an important paradigm in the higher education field for many decades. How...
Education, Distance Videoconferencing Problem Solving Text Messaging Electronic Mail Universities Humans Neural Networks, Computer Feedback, Psychological Support Vector Machine Students Motivation Problem-Based Learning
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