TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning

Keyphrases

• Convolutional Neural Network 25%
• Deep Neural Network 25%
• Disease-related 25%
• Learning Framework 25%
• Modeling Time 25%
• Multiple Instance Learning 100%
• Multivariate Time Series Classification 100%
• Sparsity 25%
• State-of-the-art Techniques 25%
• Supervised Learning 25%
• Supervised Problems 25%
• Temporal Correlation 25%
• Temporal Order 25%
• Time Dependency 25%
• Time Series Data 25%
• Time-aware 100%
• Token 25%
• Token-based 25%
• Transformer 25%
• Transformer Neural Network 25%
• Unsupervised Learning 50%
• Wavelet 25%

Computer Science

• Convolutional Neural Network 25%
• Deep Neural Network 25%
• Instance Learning 100%
• Learning Framework 25%
• Multiple Instance 100%
• Multivariate Time Series 100%
• Sparsity 25%
• Supervised Learning 25%
• Temporal Correlation 25%
• Time Series Data 25%