205 citations · 478 across the 21 of their papers we have counts for
4 papers · 1 filter
Gaussian Kernel in Quantum Learning
Arit Kumar Bishwas, Ashish Mani, Vasile Palade
The Gaussian kernel is a very popular kernel function used in many machine learning algorithms, especially in support vector machines (SVMs). It is more often used than polynomial…
A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop
Andreas Holzinger, Markus Plass, Katharina Holzinger +3
The goal of Machine Learning to automatically learn from data, extract knowledge and to make decisions without any human intervention. Such automatic (aML) approaches show impressi…
An All-Pair Quantum SVM Approach for Big Data Multiclass Classification
Arit Kumar Bishwas, Ashish Mani, Vasile Palade
In this paper, we have discussed a quantum approach for the all-pair multiclass classification problem. We have shown that the multiclass support vector machine for big data classi…
Arabic Language Sentiment Analysis on Health Services
Abdulaziz M. Alayba, Vasile Palade, Matthew England +1
The social media network phenomenon leads to a massive amount of valuable data that is available online and easy to access. Many users share images, videos, comments, reviews, news…