Results 111 to 120 of about 16,024 (202)

Interpretable Clustering Using Dempster-Shafer Theory

JUCS - Journal of Universal Computer Science
This study presents DSClustering, a novel algorithm that merges clustering validity with interpretability using the Dempster-Shafer theory. Traditional clustering methods like K-means, DBSCAN, and agglomerative clustering, while widely used for their efficiency and accuracy, often fall short in transparency, creating barriers in critical fields such as
Aram Adamyan, Hovhannes Hovhannisyan, Daniel Radrigan, Nelson Baloian, Ashot Harutyunyan   +4 more
openaire   +1 more source

Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre- and Peri-COVID-19 Pandemic Retrospective Study.

J Med Internet Res, 2022
Maghsoudi A, Nowakowski S, Agrawal R, Sharafkhaneh A, Kunik ME, Naik AD, Xu H, Razjouyan J.   +7 more
europepmc   +1 more source

A New Belief Entropy in Dempster-Shafer Theory Based on Basic Probability Assignment and the Frame of Discernment. [PDF]

Entropy (Basel), 2020
Li J, Pan Q.
europepmc   +1 more source

Incomplete Information Management Using an Improved Belief Entropy in Dempster-Shafer Evidence Theory. [PDF]

Entropy (Basel), 2020
Yang B, Gan D, Tang Y, Lei Y.
europepmc   +1 more source

Automatic Updates of Transition Potential Matrices in Dempster-Shafer Networks Based on Evidence Inputs. [PDF]

Sensors (Basel), 2020
Dunham J, Johnson E, Feron E, German B.
europepmc   +1 more source

Standing-Posture Recognition in Human-Robot Collaboration Based on Deep Learning and the Dempster-Shafer Evidence Theory. [PDF]

Sensors (Basel), 2020
Li G, Liu Z, Cai L, Yan J.
europepmc   +1 more source

Dempster-Shafer teorisinin değerlendirme problemine uygulanması

, 2021
SUMMARY APPLICATION OF DEMPSTER-SHAFER THEORY TO AN EVALUATION PROBLEM To make a final conclusion in decision making problems with multi crite ria and multi experts can be quite difficult. Because the expert's evaluation of product, person,... etc., based on multi criteria may involve uncertainti es.
openaire   +1 more source

Restricted Network Reconstruction from Time Series via Dempster-Shafer Evidence Theory. [PDF]

Entropy (Basel)
Zhang C, Xian Y, Yuan X, Li M, Zhang Q.
europepmc   +1 more source

An emotion-oriented product evaluation model based on BP neural network and improved dempster-shafer theory. [PDF]

Sci Rep
Wang K, Li K, Jiang X, Chen C.
europepmc   +1 more source

Efficient Deep Wavelet Gaussian Markov Dempster-Shafer Network-Based Spectrum Sensing at Very Low SNR in Cognitive Radio Networks. [PDF]

Sensors (Basel)
Jatti S, Tyagi A.
europepmc   +1 more source