GitHub

Transcript-Abundance-Estimation-with-the-Expectation-Maximization-Algorithm

This project applies the Expectation-Maximization (EM) algorithm to estimate the relative abundances of RNA isoforms based on RNA-seq read data. The task involved modeling how sequencing reads map to ...
Nature

Estimation of haplotype associated with several quantitative phenotypes based on maximization of area under a receiver operating characteristic (ROC) curve

An algorithm for estimating haplotypes associated with several quantitative phenotypes is proposed. The concept of a receiver operating characteristic (ROC) curve was introduced, and a linear ...
IEEE

A Hybrid Algorithm for Estimation of the Parameters of Hidden Markov Model based Acoustic Modeling of Speech Signals using Constraint-Based Genetic Algorithm and Expectation ...

Abstract: The conventional method for estimation of the parameters of Hidden Markov Model (HMM) based acoustic modeling of speech signals uses the Expectation- Maximization (EM) algorithm. But the EM ...
IEEE

Reflectivity Estimation Using Expectation Maximization Algorithm in Ultrasonic Nondestructive Evaluation

Abstract: The finite frequency bandwidth of ultrasonic transducer is the most significant factor that limits the time resolution of the ultrasonic non-destructive evaluation (NDE) signals.
International Monetary Fund

Regime-Switching Factor Models and Nowcasting with Big Data

Download PDF More Formats on IMF eLibrary Order a Print Copy Create Citation This paper shows that the Expectation-Maximization (EM) algorithm for regime-switching dynamic factor models provides ...
JSTOR Daily

Analysis of the Volume of Red Blood Cells: Application of the Expectation- Maximization Algorithm to Grouped Data from the Doubly-Truncated Lognormal Distribution

In accordance with general principles recommended by the International Committee for Standardization in Haematology (1982, Journal of Clinical Pathology 35, 1320-1322), we have developed statistical ...
GitHub

Quantum Walk-Based Influence Maximization in Social Networks

Quantum walk-based algorithm for influence maximization in social networks using Qiskit.Identifies influential nodes via quantum interference in scale-free networks.Built with Python, NetworkX, NumPy, ...