Artificial Intelligence Approach to Reduce PCR Tests

Artificial Intelligence Approach to Breast Cancer Classification

An Artificial Intelligence Approach To Information Retrieval

Document structure weighting is a technique whereby different parts of a document (title, abstract, etc.) contribute unevenly to the overall document weight during ranking. Near optimal weights can be learned with a GA. Doing so shows a statistically significant 5% relative improvement in MAP for vector space inner product and Croft’s probabilistic ranking, but no improvement for BM25. Two appl...

Artificial Life and the Animat Approach to Artificial Intelligence

Artificial Life (AL) is a novel scientific pursuit which aims at studying man-made systems exhibiting behaviors characteristic of natural living systems. "AL complements the traditional biological sciences concerned with the analysis of living organisms by attempting to synthesize life-like behaviors within computers or other artificial media. By extending the empirical foundation upon which bi...

Artificial Intelligence for Artificial Artificial Intelligence

Crowdsourcing platforms such as Amazon Mechanical Turk have become popular for a wide variety of human intelligence tasks; however, quality control continues to be a significant challenge. Recently, we propose TURKONTROL, a theoretical model based on POMDPs to optimize iterative, crowdsourced workflows. However, they neither describe how to learn the model parameters, nor show its effectiveness...

Artificial intelligence will reduce the need for clinical medical physicists

In 2011, IBM’s supercomputer Watson defeated the former human winners and won the first prize on Jeopardy! game. It has created an overly publicized attention on machine learning and Artificial Intelligence (AI). Early this year, Google AlphaGo has marked a major breakthrough in AI by winning the first game against the world’s best champion human player in the world’s most complex game, the anc...