Normative decision rules in changing environments [PDF]
eLife, 2022 Models based on normative principles have played a major role in our understanding of how the brain forms decisions. However, these models have typically been derived for simple, stable conditions, and their relevance to decisions formed under more ...
Nicholas W Barendregt +3 more
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Decision Rules Derived from Optimal Decision Trees with Hypotheses [PDF]
Entropy, 2021 Conventional decision trees use queries each of which is based on one attribute. In this study, we also examine decision trees that handle additional queries based on hypotheses.
Mohammad Azad +4 more
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Improved EAV-Based Algorithm for Decision Rules Construction [PDF]
Entropy, 2023 In this article, we present a modification of the algorithm based on EAV (entity–attribute–value) model, for induction of decision rules, utilizing novel approach for attribute ranking.
Krzysztof Żabiński, Beata Zielosko
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Greedy Algorithm for Deriving Decision Rules from Decision Tree Ensembles [PDF]
EntropyThis study introduces a greedy algorithm for deriving decision rules from decision tree ensembles, targeting enhanced interpretability and generalization in distributed data environments.
Evans Teiko Tetteh, Beata Zielosko
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NONDETERMINISTIC DECISION RULES [PDF]
Zeszyty Naukowe Wyższej Szkoły Finansów i Prawa w Bielsku-Białej, 2015 In the paper the authors discuss classifiers based on deterministic decision rules and non-deterministic decision rules and prove that non-deterministic decision rules can be used for improving the quality of classification.
Piotr Paszek
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A Novel Valued Tolerance Rough Set and Decision Rules Method for Indoor Positioning Using WiFi Fingerprinting [PDF]
Sensors, 2022 In recent years, due to the ubiquitous presence of WiFi access points in buildings, the WiFi fingerprinting method has become one of the most promising approaches for indoor positioning applications.
Ninh Duong-Bao +4 more
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Decision Rules Construction: Algorithm Based on EAV Model [PDF]
Entropy, 2020 In the paper, an approach for decision rules construction is proposed. It is studied from the point of view of the supervised machine learning task, i.e., classification, and from the point of view of knowledge representation.
Krzysztof Żabiński, Beata Zielosko
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Use of machine learning as a tool for determining fire management units in the brazilian atlantic forest [PDF]
Anais da Academia Brasileira de Ciências, 2023 Geoprocessing techniques are generally applied in natural disaster risk management due to their ability to integrate and visualize different sets of geographic data.
RONIE S. JUVANHOL +6 more
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CLASSIFICATION OF TODDLER’S NUTRITIONAL STATUS USING THE ROUGH SET ALGORITHM
Barekeng, 2023 The health and nutrition of children at the age of five are very important aspects in the children’s growth and development. An assessment of the nutritional status of toddlers that is commonly used is anthropometry.
Izzati Rahmi +3 more
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The Influence of Knowledge Base on the Dual-Innovation Performance of Firms
Frontiers in Psychology, 2022 Dual innovation, which includes exploratory innovation and exploitative innovation, is crucial for firms to obtain a sustainable competitive advantage.
Liping Zhang +4 more
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