Results 21 to 30 of about 126,229 (309)
Extraction of Interesting Adaptation Rules
Procedia Computer Science, 2014 AbstractAdaptive System (AS) aims to provide tailored services to users in various contexts. To achieve such behaviour, the system needs a user model providing information about users, e.g., about their preferences and custom information while ensuring their adaptation to the needs of each user.
Rim Nasfi, Makram Soui
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An approach to online identification of Takagi-Sugeno fuzzy models [PDF]
, 2004 An approach to the online learning of Takagi-Sugeno (TS) type models is proposed in the paper. It is based on a novel learning algorithm that recursively updates TS model structure and parameters by combining supervised and unsupervised learning.
Angelov, Plamen +3 more
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An adaptive singular spectrum analysis method for extracting brain rhythms of electroencephalography [PDF]
PeerJ, 2017 Artifacts removal and rhythms extraction from electroencephalography (EEG) signals are important for portable and wearable EEG recording devices. Incorporating a novel grouping rule, we proposed an adaptive singular spectrum analysis (SSA) method for ...
Hai Hu, Shengxin Guo, Ran Liu, Peng Wang
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eRules: a modular adaptive classification rule learning algorithm for data streams [PDF]
, 2012 Advances in hardware and software in the past decade allow to capture, record and process fast data streams at a large scale. The research area of data stream mining has emerged as a consequence from these advances in order to cope with the real time ...
Salvador, M. M. +10 more
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Adaptive-Miner: an efficient distributed association rule mining algorithm on Spark
Journal of Big Data, 2018 Extraction of valuable data from extensive datasets is a standout amongst the most vital exploration issues. Association rule mining is one of the highly used methods for this purpose.
Sanjay Rathee, Arti Kashyap
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Peak-at-end rule: adaptive mechanism predicts time-dependent decision weighting
Scientific Reports, 2020 Humans make decisions under various natural circumstances, integrating multiple pieces of information that are distributed over space and time. Although psychophysical and physiological studies have investigated temporal dynamics underlying perceptual ...
Ryuto Yashiro, Isamu Motoyoshi
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Mathematics, 2023 To precisely and timely control the shaft speed for a marine electric propulsion system under normal sea conditions, a new shaft speed control technique combining the evidential reasoning rule with the traditional PID controller was proposed in this ...
Xuelin Zhang +5 more
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Text Mining to Alleviate the Cold-Start Problem of Adaptive Comparative Judgments
Frontiers in Education, 2022 Comparative judgments permit the assessment of open-ended student works by constructing a latent quality scale through repeated pairwise comparisons (i.e., which works “win” or “lose”).
Michiel De Vrindt +5 more
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Attuning Adaptation Rules via a Rule-Specific Neural Network
, 2022 There have been a number of approaches to employing neural networks (NNs) in self-adaptive systems; in many cases, generic NNs/deep learning are utilized for this purpose. When this approach is to be applied to improve an adaptation process initially driven by logical adaptation rules, the problem is that (1) these rules represent a significant and ...
Tomás Bures +8 more
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Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference [PDF]
, 2009 This paper presents a fault diagnosis method based on adaptive neuro-fuzzy inference system (ANFIS) in combination with decision trees. Classification and regression tree (CART) which is one of the decision tree methods is used as a feature selection ...
Yang, Bo-Suk +5 more
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