One advantage of our algorithm is that it is not binary in nature. by Yong Kuk Kim (13955214)

Key steps in neurodegeneration detection algorithm. by Andrew S. Clark (16510496)

Data_Sheet_1_Pneumonia detection by binary classification: classical, quantum, and hybrid approaches for support vector machine (SVM).pdf by Sai Sakunthala Guddanti (17739363)

Joint Detection of Change Points in Multichannel Single-Molecule Measurements by Hugh Wilson (11797444)

“…We validate the algorithm on simulated data and characterize the power of detection and false positive rate. …”

Optimized Bayesian regularization-back propagation neural network using data-driven intrusion detection system in Internet of Things by Ashok Kumar K (21441108)

“…In general, BRBPNN does not show any optimization adaption methods to determine the optimal parameter for appropriate detection. Hence, Binary Black Widow Optimization Algorithm (BBWOA) is proposed in this manuscript to improve the BRBPNN classifier that detects intrusion precisely. …”

Linear time dynamic programming for computing breakpoints in the regularization path of models selected from a finite set by Joseph Vargovich (11706769)

Table 1_A comparative analysis of binary and multi-class classification machine learning algorithms to detect current frailty status using the English longitudinal study of ageing... by Charmayne Mary Lee Hughes (12959972)

“…</p>Conclusion<p>Machine learning algorithms show promise for the detection of current frailty status, particularly in binary classification. …”

Particle tracking validation of the S8 algorithm. by Jennifer M. Knighten (15453354)

Cell classification. by Adam L. Tyson (10892822)

Surround Suppression mechanism. by Elnaz Nemati (21402730)

Data_Sheet_1_A real-time driver fatigue identification method based on GA-GRNN.ZIP by Xiaoyuan Wang (492534)

Quantile Regression and Homogeneity Identification of a Semiparametric Panel Data Model by Rui Li (4631)

“…<p>In this article, we delve into the quantile regression and homogeneity detection of a varying index coefficient panel data model, which incorporates fixed individual effects and exhibits nonlinear time trends. …”

Analysis of geo-spatiotemporal data using machine learning algorithms and reliability enhancement for urbanization decision support by Kwame O. Hackman (9289505)

“…<p>We present systematic analyses of the temporal dynamics of the growth of Kumasi, the fastest growing city in Ghana using 20-year Landsat time-series data from 2000 to 2020 (with 1986 Landsat image as a baseline). …”

Prediction of health disorders in dairy cows monitored with collar based on Binary logistic analysis by Xiaojing Zhou (521545)

“…<div><p>ABSTRACT The objective of this study was to analyze data on physical activity and rumination time monitored via collars at the farm coupled with milk yield recorded by the rotary milking system to predict cows based on several disorders using the binary Logistic regression conducted with R software. …”

A* Path-Finding Algorithm to Determine Cell Connections by Max Weng (22327159)

“…To address this, the research integrates a modified A* pathfinding algorithm with a U-Net convolutional neural network, a custom statistical binary classification method, and a personalized Min-Max connectivity threshold to automate the detection of astrocyte connectivity.…”

Sexual behavioural variables by HIV status. by Kwamena W. C. Sagoe (17334446)

“…The national HIV screening algorithm was used for HIV testing while two rapid detection tests were used to confirm HBV infections. …”

Characteristics of study participants. by Kwamena W. C. Sagoe (17334446)

“…The national HIV screening algorithm was used for HIV testing while two rapid detection tests were used to confirm HBV infections. …”

Model & data for automated classification of male and female house wren song by Karan Odom (18271399)

Executable pathway analysis using ensemble discrete-state modeling for large-scale data by Rohith Palli (6623276)

“…Here, we model cellular heterogeneity using discrete state dynamics and measure pathway activities in cross-sectional data. We introduce a new algorithm, Boolean Omics Network Invariant-Time Analysis (BONITA), for signal propagation, signal integration, and pathway analysis. …”

Fig 3 - by Ying Zhou (25031)