Application of the algorithm to unseen data. Presynaptic neurons labelled by rabies viral injection into layer 2/3 primary visual cortex in Penk-Cre mice. by Adam L. Tyson (10892822)

Location and tourist attractions of Shanxi province. by Xumei Pan (21464351)

Location of case study. by Feng Li (30515)

Principle of the SVM algorithm. by Anfeng Zhu (17817144)

Data underlying figures. by Oualid Benkarim (9707986)

Geographical location of the study area and sample collection points in Southern Brazil. by Gabriel Prates Hallal (19555976)

Simplified schematic diagram of the serial two-photon microscope and data acquisition process. by Adam L. Tyson (10892822)

Comparison of covariates versus brain imaging data in the classification of ASD before and after matching. by Oualid Benkarim (9707986)

DataSheet1_Traveltime-based microseismic event location using artificial neural network.PDF by Denis Anikiev (9619163)

DataSheet2_Traveltime-based microseismic event location using artificial neural network.ZIP by Denis Anikiev (9619163)

S1 Data - by Anees ul Husnain (18017648)

“…Gas dispersion experiments under indoor conditions were conducted to train machine learning algorithms to collect data at numerous locations and angles. …”

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

“…A support vector machine (SVM) is attractive because binary classification can be represented as an optimization problem, in particular as a Quadratic Unconstrained Binary Optimization (QUBO) model, which, in turn, maps naturally to an Ising model, thereby making annealing—classical, quantum, and hybrid—an attractive approach to explore. …”

Illustration of the cell detection process. by Adam L. Tyson (10892822)

Cell classification. by Adam L. Tyson (10892822)

Out-of-distribution classification performance versus diversity before and after matching. by Oualid Benkarim (9707986)

Established and new deconfounding strategies appear insufficient to counteract escalating population diversity. by Oualid Benkarim (9707986)

Consistency of model-derived predictive patterns as a function of sample diversity. by Oualid Benkarim (9707986)

Established and new deconfounding strategies appear insufficient to counteract escalating population diversity. by Oualid Benkarim (9707986)

Sex contribution to diversity negligible in ABIDE and strong in HBN. by Oualid Benkarim (9707986)

Example of a group-wise feature difference in ABIDE and HBN scenarios. by Oualid Benkarim (9707986)