Risk management is vital for businesses to grow steadily and last long. However, old-school methods struggle with today's complex markets and varied risks. A new approach uses deep learning to boost risk prediction and detection. This method combines three powerful tools: XGBoost, CNN, and BiLSTM. Each tool has its own strength. XGBoost is great with structured dat...
Cryptocurrencies have become a hot topic in finance, offering plenty of room for research. Predicting their prices accurately is a big deal for both researchers and investors. However, the unpredictable nature of cryptocurrency markets makes this a tough job. Many studies have tried to use deep learning to forecast crypto prices. Three major cryptocurrencies, Bitcoin...
Gouty arthritis is a painful condition that affects the joints. It can be tough to spot, but a new approach is making waves. This method uses deep learning, a type of artificial intelligence, to scan ultrasound images. The goal? To automatically detect and diagnose gouty arthritis in the big toe joint. Artificial intelligence is everywhere these days, from suggestin...
Gas sensors are like detectives. They sniff out specific chemicals in the air. But, they often struggle with picking out certain smells, especially when the environment changes. This is where NiO and ZnO come into play. These are not new elements, but their combination in sensors is innovative. By fine-tuning the mix of NiO and ZnO, researchers have created advanced ...
Proteins are the tiny workers inside our cells, doing important jobs like carrying messages, moving stuff around, and helping chemical reactions happen. They do this by sticking to specific molecules, like DNA or other proteins. Figuring out where and how proteins stick to these molecules is a big deal in science. It helps us understand how cells work and can lead to...
In the fight against extreme heat, understanding and predicting heatwaves is becoming more important than ever. With global temperatures on the rise, being able to forecast these events accurately can make a big difference in keeping people safe and prepared. This is where deep learning (DL) models come into play. These advanced computer models, including Artificial ...
In the face of global warming, saving water in dry regions has become a major challenge. This is because water conservation is a complex process. It involves many parts of the environment. These include plants, soil, and the shape of the land. This makes it hard to study. A recent effort combined three methods to understand water conservation better. These methods a...
Nvidia's CEO, Jensen Huang, took the stage at the GTC 2025 conference to share some big news and a bit of history. He talked about a moment that changed everything for Nvidia. It all started with AlexNet. This isn't a person, but a special type of AI model. It was created by Alex Krizhevsky, Ilya Sutskever, and Geoffrey Hinton. These three computer scientists ma...
Social media has become a huge part of everyday life. Platforms like Twitter, Instagram, YouTube, Facebook, and WhatsApp let users share all sorts of content. This content can be anything from politics to ads to entertainment. The problem is, not everything shared is true or useful. Some of it is spam, and that can cause big issues. Spam on social media is a real he...
Every year, millions of people worldwide deal with chronic headaches after a mild brain injury. This happens often after a car crash. Researchers wanted to see if brain scans could help spot who might have long-term pain. They looked at 227 people who had a mild brain injury from a car accident. They used special brain scans called MRI, taken within three da...