7 citations · 8 across the 4 of their papers we have counts for
4 papers
Predicting Music Track Popularity by Convolutional Neural Networks on Spotify Features and Spectrogram of Audio Waveform
Navid Falah, Behnam Yousefimehr, Mehdi Ghatee
In the digital streaming landscape, it's becoming increasingly challenging for artists and industry experts to predict the success of music tracks. This study introduces a pioneeri…
Data Balancing Strategies: A Systematic Survey of Resampling and Augmentation Methods
Behnam Yousefimehr, Mehdi Ghatee, Javad Fazli +10
Imbalanced datasets, where one class significantly outnumbers others, remain a persistent challenge in machine learning, often biasing predictions toward the majority class and deg…
Car Sensors Health Monitoring by Verification Based on Autoencoder and Random Forest Regression
Sahar Torkhesari, Behnam Yousefimehr, Mehdi Ghatee
Driver assistance systems provide a wide range of crucial services, including closely monitoring the condition of vehicles. This paper showcases a groundbreaking sensor health moni…
Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification Tasks
Rouhollah Ahmadian, Mehdi Ghatee, Johan Wahlström
This study introduces novel superior scoring rules called Penalized Brier Score (PBS) and Penalized Logarithmic Loss (PLL) to improve model evaluation for probabilistic classificat…