by AIM Team | Jan 9, 2018
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...
by AIM Team | Dec 8, 2018
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...
by AIM Team | Dec 7, 2018
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...
by AIM Team | Dec 6, 2018
Abstract Classification of electrocardiograph (ECG) signals are an important part in clinical diagnosis of cardiovascular disease. According to World Health Organization (WHO), 17.9 million people die each year from cardiovascular diseases, accounting for an estimated...
by AIM Team | Dec 5, 2018
Abstract The rise of sharing economy has made the world more sustainable. Airbnb is at the forefront of this growth with more than $93 million in profit in 2017. Airbnb lists more than 500 million properties worldwide from hosts who can set their own price which could...
