Alfred Binet is best known for developing the first practical intelligence test, which helped to assess cognitive abilities. He is associated with the Uni-factor theory, which suggests that intelligence can be measured as a single general ability. His work laid the foundation for the development of modern IQ tests, focusing on assessing a person’s general cognitive ability. Therefore, the correct answer is "Uni-factor theory."