AI, ML and the Eye Disease Detection

A modern eye on ML type inference

Hindley and Milner’s type system is at the heart of programming languages such as Standard ML, Objective Caml, and Haskell. Its expressive power, as well the existence of a type inference algorithm, have made it quite successful. Traditional presentations of this algorithm, such as Milner’s AlgorithmW , are somewhat obscure. These short lecture notes, written for the APPSEM’05 summer school, be...

ML detection of steganography

Digital steganography is the art of hiding information in multimedia content, such that it remains perceptually and statistically unchanged. The detection of such covert communication is referred to as steganalysis. To date, steganalysis research has focused primarily on either, the extraction of features from a document that are sensitive to the embedding, or the inference of some statistical ...

Driver Drowsiness Detection by Identification of Yawning and Eye Closure

Today most accidents are caused by drivers’ fatigue, drowsiness and losing attention on the road ahead. In this paper, a system is introduced, using RGB-D cameras to automatically identify drowsiness and give warning. In this system two important modules have been utilized simultaneously to identify the state of driver’s mouth and eyes for detecting drowsiness. At first, using the depth informa...

AI Based Prevention and Detection

Ai and Ml Techniques Combined with Simulation for Designing and Controlling Manufacturing Processes and Systems

In the paper different architectures with partly self-developed simulation packages are described illustrating the benefits of combining simulation and machine learning (ML) techniques in manufacturingintelligence (AI) and ML side, artificial neural networks, heuristic search, simulated annealing, and agent-based techniques are put into action. The applicability of the proposed solutions is ill...