Abstract: Existing algorithms for estimating the model parameters of an explicit-duration hidden Markov model (HMM) usually require computations as large as O((MD/sup 2/ + M/sup 2/)T) or O(M/sup 2/ DT ...

A CNBC anchor blasted far-left New York City Mayor Zohran Mamdani after he filmed a video touting a proposed pied-à-terre tax outside hedge fund billionaire Ken Griffin’s Manhattan penthouse. Shooting ...

A walk-forward algorithmic trading pipeline that combines Gaussian Hidden Markov Models for market regime detection with regime-specific Random Forest classifiers for directional signal generation.

Abstract: In this project, we propose an SoC solution to accelerate the Pair-HMM's forward algorithm which is the key performance bottleneck in the GATK's HaplotypeCaller tool for DNA variant calling.

本文简明讲述GMM-HMM在语音识别上的原理，建模和测试过程。 ANS：一个有隐节点（unobservable）和可见节点（visible）的马尔科夫过程（见详解）。 隐节点表示状态，可见节点表示我们听到的语音或者看到的时序信号。 最开始时，我们指定这个HMM的结构，训练HMM ...

A complete C++ implementation of the Python hmmlearn library, featuring modern C++17, Eigen for linear algebra, and comprehensive HMM algorithms. hmm_c++/ ├── include/ # Header files │ ├── types.hpp # ...

Ask any bookseller what their least favorite part of a physical book is, and you’ll get a long thought-out opinion on how much they hate something like deckled edges, French flaps, partial dust ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Pulse-like signals are ubiquitous in the field of single molecule analysis, e.g., ...