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Improving rule-based classification using Harmony Search [PDF]
PeerJ Computer Science, 2019 Classification and associative rule mining are two substantial areas in data mining. Some scientists attempt to integrate these two field called rule-based classifiers.
Hesam Hasanpour +2 more
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Intelligent rule‐based phishing websites classification [PDF]
IET Information Security, 2014 Phishing is described as the art of echoing a website of a creditable firm intending to grab user's private information such as usernames, passwords and social security number. Phishing websites comprise a variety of cues within its content‐parts as well as the browser‐based security indicators provided along with the website.
Rami Mustafa A. Mohammad +2 more
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A Fuzzy Rule-Based System for Classification of Diabetes [PDF]
Sensors, 2021 Diabetes is a fatal disease that currently has no treatment. However, early diagnosis of diabetes aids patients to start timely treatment and thus reduces or eliminates the risk of severe complications.
Khalid Mahmood Aamir +5 more
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Multi-Objective Evolutionary Rule-Based Classification with Categorical Data [PDF]
Entropy, 2018 The ease of interpretation of a classification model is essential for the task of validating it. Sometimes it is required to clearly explain the classification process of a model’s predictions. Models which are inherently easier to interpret can be
Fernando Jiménez +4 more
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Mixture of Fuzzy Rule-Based Classification Systems
International Journal of Computational Intelligence SystemsThe researches on the fusion between fuzzy techniques and deep learning have become an increasingly hot topic. In this work, we aim to improve the accuracy and interpretability of deep learning models on tabular data by developing a fuzzy deep neural ...
Yuangang Wang +6 more
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A Framework for Improving Urban Land Cover Using Object and Pixel-Based Techniques via Remotely Sensed Data [PDF]
Nature Environment and Pollution Technology, 2022 Recently, the advancement of remote sensing technology played a key role in urban land/cover mapping, planning, tourism, and environmental management. Images with a high spatial resolution for urban classification are widely used.
Ammar Shaker Mahmoud, Mustafa Ridha Mezaal, Mustafa Raad Hameed and Ahmed Samir Naje
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Combined Use of 3D and HSI for the Classification of Printed Circuit Board Components
Applied Sciences, 2021 Successful recycling of electronic waste requires accurate separation of materials such as plastics, PCBs and electronic components on PCBs (capacitors, transistors, etc.).
Songuel Polat +2 more
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Analogical versus rule-based classification [PDF]
Memory & Cognition, 1995 Sensitivity to feature co-occurrences was investigated as a function of analytic and analogical transfer. Participants memorized descriptions of hypothetical people and were then induced either to make transfer decisions by analogy to the descriptions (analogical transfer) or to search for and apply rules (analytic transfer).
Wattenmaker, William D. +2 more
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Coverage-Based Classification Using Association Rule Mining
Applied Sciences, 2020 Building accurate and compact classifiers in real-world applications is one of the crucial tasks in data mining nowadays. In this paper, we propose a new method that can reduce the number of class association rules produced by classical class association
Jamolbek Mattiev, Branko Kavsek
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Algorithms, 2022 The development of models for process outcome prediction using event logs has evolved in the literature with a clear focus on performance improvement. In this paper, we take a different perspective, focusing on obtaining interpretable predictive models ...
Suhwan Lee, Marco Comuzzi, Nahyun Kwon
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