Portfolio Management with LSTM

Portfolio Management with LSTM

Abstract There are two general approaches to stock price prediction – fundamental analysis, which considers company, industry, and general economic information; and technical analysis, which relies solely on historical price trends. While most portfolio managers...
Panic and Distress Sound Recognition

Panic and Distress Sound Recognition

Abstract As much as it has played a part in evolution, humans have long been expressing panic and distress calls to signal an urgent need or to warn potential situations of danger. In the same way, humans have no difficulty in identifying these sounds and responding...
PaNET: Deep Learning-based Skin Cancer Detection

PaNET: Deep Learning-based Skin Cancer Detection

Abstract We developed a deep learning model for classifying dermoscopic images into 7 types of skin lesions. Our method combines transfer learning from VGG-16, pre-trained using the ImageNet dataset, and diagnostic data which consists of age, gender, and location of...