Results 41 to 50 of about 34,687 (147)

Class Association Rules Mining based Rough Set Method [PDF]

, 2015
This paper investigates the mining of class association rules with rough set approach. In data mining, an association occurs between two set of elements when one element set happen together with another. A class association rule set (CARs) is a subset of
Slimani, Thabet
core  

ROUGH LATTICE OVER BOOLEAN ALGEBRA

Journal of New Theory, 2015
− Rough Set Theory (RST) is a mathematical formalism for representing uncertainty thatcan be considered as an extension of the classical set theory. It has been used in many differentresearch areas, including those related to inductive machine learning ...
Dipankar Rana, Sankar Kumar Roy
doaj  

Application of Rough and Fuzzy Set Theory for Prediction of Stochastic Wind Speed Data Using Long Short-Term Memory

Atmosphere, 2021
Despite the great significance of precisely forecasting the wind speed for development of the new and clean energy technology and stable grid operators, the stochasticity of wind speed makes the prediction a complex and challenging task.
Moslem Imani, Hoda Fakour, Wen-Hau Lan, Huan-Chin Kao, Chi Ming Lee, Yu-Shen Hsiao, Chung-Yen Kuo   +6 more
doaj   +1 more source

"Possible Definitions of an ’A Priori’ Granule\ud in General Rough Set Theory" by A. Mani [PDF]

, 2009
We introduce an abstract framework for general rough set theory from a mereological perspective and consider possible concepts of ’a priori’ granules and granulation in the same.
A, MANI
core  

Application of Rough Set Theory and Bow-Tie Analysis to Maritime Safety Analysis Management: A Case Study of Taiwan Ship Collision Incidents

Applied Sciences, 2023
The surrounding waters of Taiwan are evaluated as a moderate risk environment by Casualty Return, Lloyd’s Registry of Shipping. Among all types of maritime accidents, ship collisions occur most often, which has severe consequences, including ship damage,
Shao-Hua Hsu, Meng-Tsung Lee, Yang-Chi Chang   +2 more
doaj   +1 more source

Epistemicism and modality [PDF]

, 2016
What kind of semantics should someone who accepts the epistemicist theory of vagueness defended in Timothy Williamson’s Vagueness (1994) give a definiteness operator?
Yli-Vakkuri, Juhani
core   +1 more source

Deep Learning for Anomaly Detection in CNC Machine Vibration Data: A RoughLSTM-Based Approach

Applied Sciences
Ensuring the reliability and efficiency of computer numerical control (CNC) machines is crucial for industrial production. Traditional anomaly detection methods often struggle with uncertainty in vibration data, leading to misclassifications and ...
Rasım Çekik, Abdullah Turan
doaj   +1 more source

Rough Set-Based Feature Selection for Predicting Diabetes Using Logistic Regression with Stochastic Gradient Decent Algorithm

UHD Journal of Science and Technology, 2022
Disease prediction and decision-making plays an important role in medical diagnosis. Research has shown that cost of disease prediction and diagnosis can be reduced by applying interdisciplinary approaches.
Kanaan Mikael Kaka-Khan, Hoger Mahmud, Aras Ahmed Ali   +2 more
doaj   +1 more source

The Creation of Education by Hispanic Women [PDF]

, 1994
This paper examines the experience of Hispanic females in the public school in relation to how alternative learning, which takes place outside of classroom activities and discussions, generates a distinct method by which to gain an education.
Howarth, Heidi
core   +1 more source

Rough Set Theory and Soft Computing Methods for Building Explainable and Interpretable AI/ML Models

Applied Sciences
This study introduces a novel framework leveraging Rough Set Theory (RST)-based feature selection—MLReduct, MLSpecialReduct, and MLFuzzyRoughSet—to enhance machine learning performance on uncertain data.
Sami Naouali, Oussama El Othmani
doaj   +1 more source