Tech Xplore

With machine learning, researchers embrace the atomic-scale complexity of batteries

For grid-scale energy storage and national energy resilience, the U.S. needs better batteries. Lawrence Livermore National ...
Interesting Engineering

New quantum algorithm could unlock faster AI and scientific computing

Quantum Hermite transform is a new quantum algorithm that could improve AI, simulations, and future quantum computing ...
Tech Xplore

Self-driving cars: Near-miss driving data can expedite AV algorithm training

The safety performance of autonomous vehicle (AV) algorithms is boosted by 90% using simulation data that better incorporates ...

Quantum error correction can constantly recalibrate a processor

There are some obvious big picture issues that stand between us and useful quantum computing. Issues like whether we can make ...

New Study Reveals Powerful New Method Can Distinguish Schizophrenia from Healthy Using Brain SPECT Imaging

Reports demonstrates that whole-brain Single Photon Emission Computed Tomography (SPECT) imaging, combined with advanced ...
IEEE

Research on Insurance Fraud Identification Based on mRMR Algorithm and SVM Classification

Abstract: With the development of science and technology and the wide application of big data, the use of raw data for risk identification and early warning has become an effective means. This paper ...
Scientific Research Publishing

Performance Analysis of Support Vector Machine (SVM) on Challenging Datasets for Forest Fire Detection ()

1 Department of Computer Science, Chennai Mathematical Institute, Chennai, India. 2 Department of Mathematics & Computer Science, Chennai Mathematical Institute, Chennai, India. 3 Department of Data ...
GitHub

SMOTE-variants for imbalanced learning

The package implements 86 variants of the Synthetic Minority Oversampling Technique (SMOTE). Besides the implementations, an easy to use model selection framework is supplied to enable the rapid ...
C&EN

Machine Learning Methods for Small Data Challenges in Molecular Science

Department of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States Department of Electrical and Computer Engineering, Michigan State University, East Lansing, Michigan ...