APPLIED SOFT COMPUTING (PRINT)
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A framework for inverse surrogate modeling for fitness estimation applied to Multi-Objective Evolutionary Algorithms.
110672.
2023-01-01
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A three-way classification with fuzzy decision trees.
132:109788.
2023-01-01
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An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis.
134:110014.
2023-01-01
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An analytical tool to support public policies and isolation barriers against SARS-CoV-2 based on mobility patterns and socio-economic aspects.
1:110177.
2023-01-01
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An application of Generative Adversarial Networks to improve automatic inspection in automotive manufacturing.
1:110105.
2023-01-01
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An evolutionary algorithm based on parsimony for the multiobjective phylogenetic network inference problem.
139:110270.
2023-01-01
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Clustering time series under trend-oriented fuzzy information granulation.
141:110284.
2023-01-01
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Combining genetic local search into a multi-population Imperialist Competitive Algorithm for the Capacitated Vehicle Routing Problem.
142:110309.
2023-01-01
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Creating deep neural networks for text classification tasks using grammar genetic programming.
1:110009-110020.
2023-01-01
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Data augmentation techniques in natural language processing.
132:109803.
2023-01-01
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Disaggregated retail forecasting: A gradient boosting approach.
141:110283.
2023-01-01
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Evaluation of agriculture-food 4.0 supply chain approaches using Fermatean probabilistic hesitant-fuzzy sets based decision making model.
138:110170.
2023-01-01
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Explainable column-generation-based genetic algorithm for knapsack-like energy aware nanosatellite task scheduling.
144:110475.
2023-01-01
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Hierarchical clustering: Visualization, feature importance and model selection.
141:110303.
2023-01-01
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ModInterv COVID-19: An online platform to monitor the evolution of epidemic curves.
136:110159.
2023-01-01
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Multi-source fuzzy comprehensive evaluation.
135:110042.
2023-01-01
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Multivariable fuzzy rule-based models and their granular generalization: A visual interpretable framework.
134:109958.
2023-01-01
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Novelty detection for multi-label stream classification under extreme verification latency.
110265:110265.
2023-01-01
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Real-world-events data sifting through ultra-small labeled datasets and graph fusion.
132:109865.
2023-01-01
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Shape-constrained multi-objective genetic programming for symbolic regression.
132:109855.
2023-01-01
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Using GAN-generated market simulations to guide genetic algorithms in index tracking optimization.
145:110587.
2023-01-01
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A fuzzy approach to support decision-making in the triage process for suspected COVID-19 patients in Brazil.
129:109626.
2022-01-01
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A genetic algorithm based on dual hesitant fuzzy preference relations for consensus group decision making.
121:108778.
2022-01-01
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A long short-term memory based Quasi-Virtual Analyzer for dynamic real-time soft sensing of a Simulated Moving Bed unit.
116:108318.
2022-01-01
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A simulated annealing based heuristic for a location-routing problem with two-dimensional loading constraints.
118:108443.
2022-01-01
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A three-way decision method with prospect theory to multi-attribute decision-making and its applications under hesitant fuzzy environments.
126:109283.
2022-01-01
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Analysis and improvements on feature selection methods based on artificial neural network weights.
127:109395.
2022-01-01
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Applying the methodology of construction of weights and classification of texts from the article: weighting construction by bag-of-words with similarity-learning and supervised training for classification models in Court text documents, in a set of data available on the internet.
1:1.
2022-01-01
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BIM-aided large-scale group decision support: Optimization of the retrofit strategy for existing buildings.
131:109790.
2022-01-01
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COVID-19 ICU demand forecasting: A two-stage Prophet-LSTM approach.
125:109181.
2022-01-01
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Choquet capacity identification for multiple criteria sorting problems: A novel proposal based on Stochastic Acceptability Multicriteria Analysis.
120:108727.
2022-01-01
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Combining PPO and incremental conductance for MPPT under dynamic shading and temperature.
1:109748-109762.
2022-01-01
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Community-based anomaly detection using spectral graph filtering.
118:108489.
2022-01-01
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Evolving interpretable strategies for zero-sum games.
122:108860.
2022-01-01
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Exact and heuristic approaches for the root sequence index allocation problem.
130:109634.
2022-01-01
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Explainable artificial intelligence-based edge fuzzy images for COVID-19 detection and identification.
123:108966.
2022-01-01
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Exploring thermal images for object detection in underexposure regions for autonomous driving.
121:108793.
2022-01-01
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Feasible Infeasible Two-Population Genetic Algorithm to evolve dungeon levels with dependencies in barrier mechanics.
119:108586.
2022-01-01
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Forecasting daily Covid-19 cases in the world with a hybrid ARIMA and neural network model.
126:109315.
2022-01-01
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Fuzzy time series model based on red-black trees for stock index forecasting.
127:109323.
2022-01-01
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Granular data representation under privacy protection: Tradeoff between data utility and privacy via information granularity.
131:109808.
2022-01-01
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Granular models as networks of associations of information granules: A development scheme via augmented principle of justifiable granularity.
115:108062.
2022-01-01
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Hyper-parameter initialization of classification algorithms using dynamic time warping: A perspective on PCA meta-features.
134:109969.
2022-01-01
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Impersonation fraud detection on building access control systems: An approach based on anomalous social and spatio-temporal behaviors.
118:108310.
2022-01-01
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Large-scale group decision-making for prioritizing engineering characteristics in quality function deployment under comparative linguistic environment.
127:109359.
2022-01-01
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Learning graph representation with Randomized Neural Network for dynamic texture classification.
114:108035.
2022-01-01
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MPC using an on-line TS fuzzy learning approach with application to autonomous driving.
130:109698.
2022-01-01
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Mathematical modeling of Vehicle Routing Problem in Omni-Channel retailing.
131:109791.
2022-01-01
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Model reference control by recurrent neural network built with paraconsistent neurons for trajectory tracking of a rotary inverted pendulum.
1:109927.
2022-01-01
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Multi-objective evolutionary optimization of unsupervised latent variables of turning process.
120:108713.
2022-01-01
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Multi-objective optimization algorithm assisted by metamodels with applications in aerodynamics problems.
1:108.
2022-01-01
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Pattern classification based on regional models.
129:109592.
2022-01-01
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Pre-processing of court documents, in Portuguese: preparation of documents for application of machine learning algorithms.
1:1.
2022-01-01
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QDS-COVID: A visual analytics system for interactive exploration of millions of COVID-19 healthcare records in Brazil.
-:109093-15.
2022-01-01
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Quantum-inspired evolutionary algorithm applied to neural architecture search.
120:108674.
2022-01-01
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Regularization-free multicriteria optimization of polymer viscoelasticity model.
1:109040.
2022-01-01
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The choice of scaling technique matters for classification performance.
133:109924.
2022-01-01
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Towards a parameterless out-of-the-box population size control for evolutionary and swarm-based algorithms for single objective bound constrained real-parameter numerical optimization.
123:108920.
2022-01-01
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Trajectory planning of autonomous mobile robots applying a particle swarm optimization algorithm with peaks of diversity.
116:108108.
2022-01-01
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Using supervised and one-class automated machine learning for predictive maintenance.
131:109820.
2022-01-01
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Weighting construction by bag-of-words with similarity-learning and supervised training for classification models in court text documents.
1:108987-109000.
2022-01-01
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eXplainable Ensemble Strategy using distinct and restrict learning biases: A case study on the Brazilian Forest.
1:109976.
2022-01-01
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A computational tool for trend analysis and forecast of the COVID-19 pandemic.
105:107289-1-15.
2021-01-01
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A generalized fuzzy Multiple-Layer NDEA: An application to performance-based budgeting.
100:106984.
2021-01-01
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A new approach to online training for the Fuzzy ARTMAP artificial neural network.
113:107936.
2021-01-01
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A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformers.
112:107764.
2021-01-01
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A soft computing automatic based in deep learning with use of fine-tuning for pulmonary segmentation in computed tomography images.
112:107810.
2021-01-01
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An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons.
112:107829-107849.
2021-01-01
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Breast cancer diagnosis using thermal image analysis: A data-driven approach based on swarm intelligence and supervised learning for optimized feature selection.
109:107533.
2021-01-01
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Breast cancer intelligent analysis of histopathological data: A systematic review.
1:107886.
2021-01-01
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Class-specific early exit design methodology for convolutional neural networks.
107:107316.
2021-01-01
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Communication optimization for efficient dynamic task allocation in swarm robotics.
105:107297.
2021-01-01
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Daily streamflow forecasting in Sobradinho Reservoir using machine learning models coupled with wavelet transform and bootstrapping.
102:107081.
2021-01-01
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Distributed energy resource placement considering hosting capacity by combining teaching-learning-based and honey-bee-mating optimisation algorithms.
113:107953.
2021-01-01
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Dynamic multi-objective evolutionary algorithm with objective space prediction strategy.
107:107258.
2021-01-01
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Edge computing-based person detection system for top view surveillance: Using CenterNet with transfer learning.
107:107489.
2021-01-01
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Flexible control of Discrete Event Systems using environment simulation and Reinforcement Learning.
107714:107714.
2021-01-01
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Fuzzy clustering algorithms with distance metric learning and entropy regularization.
113:107922.
2021-01-01
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Identifying critical causal criteria of green supplier evaluation using heterogeneous judgements: An integrated approach based on cloud model and DEMATEL.
113:107882.
2021-01-01
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Image classification in frequency domain with 2SReLU: A second harmonics superposition activation function.
1:107851.
2021-01-01
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Integration of SERVQUAL, Analytical Kano, and QFD using fuzzy approaches to support improvement decisions in an entrepreneurial education service.
.:107786-..
2021-01-01
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Level set approach based on Parzen Window and floor of log for edge computing object segmentation in digital images.
105:1-9.
2021-01-01
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Multi-sensor edge computing architecture for identification of failures short-circuits in wind turbine generators.
1:107053-107065.
2021-01-01
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Multilinear clustering via tensor Fukunaga-Koontz transform with Fisher eigenspectrum regularization.
114:107899-107914.
2021-01-01
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Multiple Global Optima Location Using Differential Evolution, Clustering, and Local Search.
1:107448.
2021-01-01
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Order book mid-price movement inference by CatBoost classifier from convolutional feature maps.
1:108274.
2021-01-01
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Performance comparison of non-adaptive and adaptive optimization algorithms for artificial neural network training applied to damage diagnosis in civil structures.
104:1-1.
2021-01-01
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Reinforcing Learning in Deep Belief Networks Through Nature-Inspired Optimization.
1:107466-107466.
2021-01-01
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Self-adaptive multi-objective differential evolution algorithm with first front elitism for optimizing network usage in networked control systems.
114:108112.
2021-01-01
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Sustainable building material selection: An integrated multi-criteria large group decision making framework.
113:107903.
2021-01-01
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Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA.
101:107057.
2021-01-01
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Toward more efficient heuristic construction of Boolean functions.
1:107327.
2021-01-01
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Using fuzzy clustering to address imprecision and uncertainty present in deterministic components of time series.
1:108011.
2021-01-01
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A Critical Literature Survey and Prospects on Tampering and Anomaly Detection in Image Data.
1:106727.
2020-01-01
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A Nature-Inspired Feature Selection Approach based on Hypercomplex Information.
1:106453.
2020-01-01
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A Wildfire Warning System Applied to the State of Acre in the Brazilian Amazon.
89:1-15.
2020-01-01
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A benchmark suite for designing combinational logic circuits via metaheuristics.
1:106246.
2020-01-01
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A cascade perceptron and Kohonen network approach to fault location in rural distribution feeders.
1:106627.
2020-01-01
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A fuzzy type-2 fault detection methodology to minimize false alarm rate in induction monitoring motor applications.
1:106373.
2020-01-01
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A generalized average linkage criterion for Hierarchical Agglomerative Clustering.
100:106990.
2020-01-01
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A hybrid optimized error correction system for time series forecasting.
87:105970.
2020-01-01
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A metric for Filter Bubble measurement in recommender algorithms considering the news domain.
1:106771.
2020-01-01
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A multi-objective artificial butterfly optimization approach for feature selection.
94:106442.
2020-01-01
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A new proposal of environment for heterogeneous network integration.
1:15-21.
2020-01-01
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A two-stage fuzzy neural approach for credit risk assessment in a Brazilian credit card company.
92:106329.
2020-01-01
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An ant colony hyperheuristic approach for matrix bandwidth reduction.
94:106434.
2020-01-01
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An exploratory analysis of data noisy scenarios in a Pareto-front based dynamic feature selection method.
1:106951.
2020-01-01
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An ordered search with a large margin classifier for feature selection.
01:1.
2020-01-01
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Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review.
1:106612.
2020-01-01
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Artificial neural network based crossover for evolutionary algorithms.
95:106512.
2020-01-01
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Autonomous Learning Multiple-Model Zero-Order Classifier for Heart Sound Classification.
1:1-8.
2020-01-01
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Bibliometric analysis of rough sets research.
94:106467.
2020-01-01
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Capsule Neural Networks for structural damage localization and quantification using transmissibility data.
97:1-23.
2020-01-01
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Combining information from thresholding techniques through an evolutionary Bayesian network algorithm.
90:106147.
2020-01-01
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Computational model for identifying stereotyped behaviors and determining the activation level of pseudo-autistic.
106877:106877.
2020-01-01
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DSTARS: A multi-target deep structure for tracking asynchronous regressor stacking.
1:106215-1.
2020-01-01
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Data-driven prognostics of rolling element bearings using a novel Error Based Evolving Takagi-Sugeno Fuzzy Model.
96:106628.
2020-01-01
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Distribution linguistic preference relations with incomplete symbolic proportions for group decision making.
88:106005.
2020-01-01
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Dynamic ensemble mechanisms to improve particulate matter forecasting.
91:106123.
2020-01-01
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Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series.
86:105837.
2020-01-01
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Estimating incomplete information in group decision making: A framework of granular computing.
86:105930.
2020-01-01
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Evaluating deep models for absenteeism prediction of public security agents.
91:106236.
2020-01-01
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Evolving granular feedback linearization: Design, analysis, and applications.
86:105927.
2020-01-01
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Failure mode and effects analysis (FMEA) for risk assessment based on interval type-2 fuzzy evidential reasoning method.
89:106134.
2020-01-01
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Forecasting in non-stationary environments with fuzzy time series.
1:106825.
2020-01-01
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Fuzzy C-Means clustering through SSIM and patch for image segmentation.
87:105928.
2020-01-01
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Fuzzy neural networks and neuro-fuzzy networks: A review the main techniques and applications used in the literature.
1:106275.
2020-01-01
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Generative adversarial network and texture features applied to automatic glaucoma detection.
1:106165-106175.
2020-01-01
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Human action recognition in videos based on spatiotemporal features and bag-of-poses.
95:106513.
2020-01-01
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Hybrid strategy for selecting compact set of clustering partitions.
87:105971.
2020-01-01
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Hyper-Heuristics based on Reinforcement Learning, Balanced Heuristic Selection and Group Decision Acceptance.
97:106760.
2020-01-01
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Hyper-heuristics using multi-armed bandit models for multi-objective optimization.
95:106520.
2020-01-01
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Immune/Neural approach to characterize salivary gland neoplasms (SGN).
88:105877.
2020-01-01
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ML-MDLText: An efficient and lightweight multilabel text classifier with incremental learning.
96:1-15.
2020-01-01
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Model predictive control of non-domestic heating using genetic programming dynamic models.
97:106695.
2020-01-01
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Multi-objective Cartesian Genetic Programming optimization of morphological filters in navigation systems for Visually Impaired People.
89:106130.
2020-01-01
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Natural gas pipeline network expansion under load-evolution uncertainty based on multi-criteria analysis.
96:106697.
2020-01-01
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Nonlinear black-box system identification through coevolutionary algorithms and radial basis function artificial neural networks.
87:105990.
2020-01-01
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Oil project selection in Iran: A hybrid MADM approach in an uncertain environment.
88:106066.
2020-01-01
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On the rectangular fuzzy complex linear systems.
91:106196.
2020-01-01
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Scalable and customizable benchmark problems for many-objective optimization.
90:106139-15.
2020-01-01
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Texture selection for automatic music genre classification.
1:106127.
2020-01-01
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Two effective methods for the irregular knapsack problem.
95:106485.
2020-01-01
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Unified model for interpreting multi-view echocardiographic sequences without temporal information.
88:106049.
2020-01-01
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