University of California

Misleading text in the physical world can hijack AI-enabled robots

Researchers demonstrate that misleading text in the real-world environment can hijack the decision-making of embodied AI systems without hacking their software. Self-driving cars, autonomous robots ...
IEEE

A Multi-Label Text Categorization Algorithm Incorporating Label-Guided Attention Mechanisms

Abstract: This paper proposes a multi-label text classification algorithm based on causal relationships to address the current challenge of accurately capturing label correlations in multi-label text ...
IEEE

Improving Text Classification with an Attention-Enhanced CNN-SVM Hybrid Model

Abstract: The approach we offer makes use of CNN, attention methods and SVM to develop a combined framework that reaches higher performance. Attention mechanisms and CNN networks are used by this ...
IEEE

A Hybrid Technique based on Fusion of Bat Algorithm (BA) - Grey Wolf Optimizer (GWO) - Deep CNN for Classification of Military Ground Vehicles in SAR Aerial Imagery

Abstract: This paper proposes a novel hybrid classification model obtained by fusion of two Swarm Intelligence techniques (Bat Algorithms (BA) and Grey Wolf Optimizer (GWO)) with a Deep Convolutional ...
IEEE

The Performance Differences between CWT-CNN and STFT-CNN Under Different Sleep Classification Modes

Abstract: Monitoring and staging of sleep are crucial for understanding physiological mechanisms, diagnosing diseases, and evaluating intervention outcomes. Currently, deep learning methods are widely ...
IEEE

Text Classification Algorithm Using BERT for Legal Document Analysis and Summarization

Abstract: Legal documents' length, complexity, and plenty of domain-specific language make classification and analysis of them challenging. Often lacking the required contextual depth, conventional ...
IEEE

Improved KNN text classification algorithm with MapReduce implementation

Abstract: The classic K-Nearest Neighbor (KNN) classification algorithm is widely used in text classification. This paper proposes an efficient algorithm for text classification by improving the ...
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Trump allies text CNN host live during broadcast dispute

Trump allies text CNN host live, disputing 'reeling' headline after controversial interview with White House chief of staff Susie Wiles. Trump signs order to reclassify marijuana as Schedule III drug ...
IEEE

Research on Audio Feature Extraction and Music Style Automatic Classification Algorithm Based on Deep Learning

Abstract: With the increasing demand for accurate classification of music content, the automatic classification technology of music style is particularly important in the fields of personalized music ...