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Journal of biomedical informatics, ISSN 1532-0464, 2018, Volume 85, pp. 189 - 203
Journal Article
Sensors (Switzerland), ISSN 1424-8220, 09/2016, Volume 16, Issue 10, pp. 1558 - 1558
Electroencephalogram (EEG) signals recorded from sensor electrodes on the scalp can directly detect the brain dynamics in response to different emotional... 
Emotion recognition | EEG | ReliefF | Sensor selection | ELECTROCHEMISTRY | CHEMISTRY, ANALYTICAL | INSTRUMENTS & INSTRUMENTATION | sensor selection | CHANNEL SELECTION | BCI | emotion recognition | Accuracy | Classification | Strategy | Electroencephalography | Sensors | Channels | Emotions | Recognition
Journal Article
Journal of Engineering Science and Technology Review, ISSN 1791-9320, 2015, Volume 8, Issue 5, pp. 124 - 127
Wind speed forecasting is important for wind power generation and integration. In this paper, Nonlinear Autoregressive model process with eXogenous input... 
Feature selection | Wind speed | NARX | ReliefF
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2015, Volume 161, pp. 168 - 182
Multi-label learning has become an important area of research due to the increasing number of modern applications that contain multi-label data. The... 
Multi-label learning | Feature selection | ReliefF algorithm | Multi-label classification | Label ranking | Feature weighting | ATTRIBUTES | REGRESSION | TESTS | RANKING | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | CLASSIFIERS | INTELLIGENCE | MODEL SELECTION | STATISTICAL COMPARISONS | Computer science | Algorithms | Data mining | Machine learning
Journal Article
计算机工程与设计, ISSN 1000-7024, 2017, Volume 38, Issue 2, pp. 453 - 459
TP391;... 
Journal Article
International Journal of Heat and Mass Transfer, ISSN 0017-9310, 04/2016, Volume 95, pp. 393 - 404
•Air–water two-phase upward and downward flow experiments are conducted in 25.4mm round tube.•ReliefF-FCM is proposed to identify the flow regime... 
Fuzzy C-means clustering algorithm | CPDF | Entrance effects | Two-phase flow | Flow regime map | ReliefF | OBJECTIVE FLOW | TUBES | SIGNALS | GAS-LIQUID FLOW | ENGINEERING, MECHANICAL | PREDICTION | METHODOLOGY | MECHANICS | NEURAL-NETWORKS | THERMODYNAMICS | TRANSITIONS | PROBE | Methods | Algorithms
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 02/2015, Volume 42, Issue 3, pp. 1487 - 1502
Journal Article
Neurocomputing, ISSN 0925-2312, 01/2018, Volume 275, pp. 2426 - 2439
Selecting the most discriminative features from the original high dimensional feature space and finding out the optimal parameters for recognition model both... 
Fault diagnosis | Binary particle swarm optimization | Feature selection | Support vector machine | Intrinsic time-scale decomposition | ReliefF | SYSTEM | FEATURE-EXTRACTION | BEARINGS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | GENETIC ALGORITHM | EMPIRICAL MODE DECOMPOSITION | TIME-SCALE DECOMPOSITION | OPTIMIZATION | ENTROPY
Journal Article
Expert systems with applications, ISSN 0957-4174, 2018, Volume 110, pp. 216 - 236
•Combination of similarity and entropy measures (FSAE) for feature selection.•Includes scale-factor for inter-class distances to scale entropy values.•The... 
Wrapper method | Feature ranking | ReliefF | Machine learning | Filter method | CLASSIFIER | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MEDICAL DATA | SETS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Diabetic retinopathy | Usage | Business schools | Algorithms | Chronic kidney failure | Analysis
Journal Article
Neurocomputing, ISSN 0925-2312, 03/2016, Volume 180, pp. 3 - 15
Each example in a multi-label dataset is associated with multiple labels, which are often correlated. Learning from this data can be improved when... 
Systematic review | Filter feature selection | Information gain | Feature ranking | Binary relevance | TRANSFORMATION | MUTUAL INFORMATION | CLASSIFICATION | RELIEFF | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Algorithms | Analysis | Machine learning | Learning | Classifiers | Construction | Tasks | Labels | Low cycle fatigue | Gain | Standards
Journal Article
Applied thermal engineering, ISSN 1359-4311, 2017, Volume 112, pp. 698 - 706
•Correlation between RCA and features is investigated through ReliefF algorithm.•Over 90% CDR can be achieved based on 22 features considering two indices.•The... 
Fault diagnosis | Refrigerant charge amount fault | Variable refrigerant flow system | ReliefF algorithm | Bayesian neural network | ENERGY & FUELS | PERFORMANCE | STRATEGY | MODEL | FLOW | ENGINEERING, MECHANICAL | AIR-CONDITIONING SYSTEMS | METHODOLOGY | MECHANICS | THERMODYNAMICS | BUILDINGS | Neural networks | Analysis | Refrigerants
Journal Article
Expert systems with applications, ISSN 0957-4174, 2019, Volume 126, pp. 20 - 29
Journal Article
International Journal of Neural Systems, ISSN 0129-0657, 09/2018, Volume 28, Issue 7, p. 1850003
Journal Article
ACM Transactions on Management Information Systems (TMIS), ISSN 2158-656X, 07/2012, Volume 3, Issue 2, pp. 1 - 20
Within the emerging context of Web 2.0 social media, online customer reviews are playing an increasingly important role in disseminating information,... 
text mining | online reviews | Business intelligence | regressional reliefF | dimension reduction | Text mining | Dimension reduction | Regressional ReliefF | Online reviews
Journal Article
INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, ISSN 0218-2130, 02/2019, Volume 28, Issue 1
Due to the increasing growth of data, many methods are proposed to extract useful data and remove noisy data. Instance selection is one of these methods which... 
instance selection | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | REDUCTION | sampling | Data reduction | ReliefF | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Expert systems with applications, ISSN 0957-4174, 2018, Volume 95, pp. 14 - 31
•A regularized multi-label quadratic programming feature selection model is presented.•Efficient Frank–Wolfe method is applied to optimize this mode.•A... 
Frank–Wolfe method | Feature selection | Quadratic programming | Multi-label classification | Regularization | Hybrid expert systems | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | MUTUAL INFORMATION | Frank-Wolfe method | RELIEFF | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article