IEEE

Evaluating Machine Learning-Based Classification Approaches: A New Method for Comparing Classifiers Applied to Human Driver Prediction Intentions

Abstract: In this research, a new performance assessment based on the Probability of Detection (POD) reliability measure is developed integrating and discussing the effect of further parameters on ...
MedPage Today

Are Bayesian Statistics Coming to a Clinical Trial Near You?

The FDA's move to incorporate Bayesian statistical methods into clinical trials of drugs and biologics garnered special ...
New Scientist

Why it’s easy to be misunderstood when talking about probability

If someone told you that they were “probably” going to have pasta for dinner, but you later found out that they ate pizza, would you feel surprised – or even lied to? More seriously, what does it mean ...
Scientific Research Publishing

Tashakkori, A. and Teddlie, C. (2010) Mixed Methodology: Combining Qualitative and Quantitative Approaches. SAGE Publications

ABSTRACT: Quantitative research is a systematic investigation that utilizes numerical data and statistical techniques to determine relationships between variables and draw conclusions about the ...
IEEE

A Probabilistic Approach for Local Diagnosis in Large Multiprocessor Systems

Abstract: Fault diagnosis is constantly crucial to maintain a high level of multiprocessor systems’ reliability. In multiprocessor systems, global fault diagnosis has been extensively investigated ...
golem.ph.utexas.edu

Imprecise Probabilities: Towards a Categorical Perspective

In this blog post for the Applied Category Theory Adjoint School 2024, we discuss some of the limitations that the measure-theoretic probability framework has in handling uncertainty and present some ...
Scientific Research Publishing

A Hybrid Approach for Predicting Probability of Default in Peer-to-Peer (P2P) Lending Platforms Using Mixture-of-Experts Neural Network ()

1 Department of Mathematics, Pan African University Institute of Basic Sciences, Technology and Innovation, Nairobi, Kenya. 2 Department of Mathematics and Actuarial Sciences, Kenyatta University, ...

Monte Carlo Simulation: What It Is, How It Works, History, 4 Key Steps

The Monte Carlo simulation estimates the probability of different outcomes in a process that cannot easily be predicted because of the potential for random variables.