| Preface |
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v | |
| Acknowledgments |
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ix | |
| Invited Lectures |
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From data to information granules: A data science perspective |
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3 | (4) |
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State-of-the-art evolutionary algorithms for dynamic multiobjective optimization |
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7 | (3) |
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AI 2.0: Augmented Intelligence |
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10 | (2) |
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Data driven decision making in manufacturing-How did we get there and where next? |
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12 | (5) |
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| Part 1: Theoretical Foundation of Computational Intelligence |
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A novel OWA weighs determination based on ordinal dispersion |
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17 | (7) |
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Hesitant fuzzy soft prefilters and filters over EQ-algebras |
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24 | (9) |
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Quantum controlled teleportation of five-qubit state |
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33 | (5) |
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Analysis of numerical method for semilinear stochastic differential equation |
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38 | (8) |
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New definition of the indefinite integral of fuzzy valued function linearly generated by structural elements |
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46 | (11) |
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Robustness of the interval-valued fuzzy inference method based on logic metrics |
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57 | (8) |
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Novel intuitionistic 2-tuple linguistic representation model |
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65 | (8) |
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Generalized bidirectional quantum operation teleportation via multiqubit cluster states |
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73 | (8) |
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Bidirectional remote teleportation of single-qubit operations via cluster states |
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81 | (8) |
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Similarity measure between fuzzy sets based on axiomatic definition |
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89 | (6) |
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Development of the automated system for design solutions' analysis at CAD KOMPAS-3D |
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95 | (8) |
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Alexander Nikilaevich Afanasyev |
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Sergey Igorevich Brigadnov |
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Tatyana Vasilievna Afanasyeva |
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Solution of a fuzzy differential equation with interactivity via fuzzy Laplace transform |
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103 | (6) |
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Robustness of the interval-valued fuzzy inference algorithms |
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109 | (8) |
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Energy optimization in cloud servers using static threshold VM consolidation technique (STVMC) |
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117 | (12) |
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The properties of soft product topological space |
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129 | (8) |
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Fuzzy TOPSIS: Violation of basic axioms |
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137 | (8) |
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s-grouping functions: A generalization of bivariate grouping functions by t-conorms |
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145 | (9) |
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Upper and lower general aggregation operators based on a strong fuzzy metric |
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154 | (11) |
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| Part 2: (Fuzzy) Multi-Criteria Decision Analysis: Advanced Theory and Methods |
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Interval-valued Pythagorean fuzzy interaction aggregation operators and their application in multiple attribute decision making |
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165 | (8) |
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Approach for multi-attribute group decision making based on linguistic-valued aggregation operator |
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173 | (9) |
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Linguistic preference relation and its application in group decision making |
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182 | (9) |
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Managing consensus with an established goal in the DG model with an undirected graph: An approach based on minimizing adjusted opinions |
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191 | (7) |
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A consensus model for large scale using hesitant information |
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198 | (7) |
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An optimization-based approach to aggregating multi-granular hesitant fuzzy linguistic term sets |
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205 | (8) |
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The effect of opinion evolution in consensus reaching in group decision making |
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213 | (7) |
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Improved score based decision making method by using fuzzy soft sets |
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220 | (7) |
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On group recommendation supported by a minimum cost consensus model |
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227 | (8) |
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A new visualization for preferences evolution in group decision making |
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235 | (8) |
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An alternative core information of hesitant fuzzy linguistic term sets for linguistic decision making |
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243 | (9) |
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An unbalanced linguistic terms transformation method for linguistic decision making |
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252 | (8) |
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Absolute and relative preferences in AHP-like matrices |
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260 | (8) |
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Generalized hesitant fuzzy linguistic term sets for linguistic decision making |
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268 | (8) |
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Type-2 intuitionistic fuzzy (IFS2) WASPAS |
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276 | (11) |
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| Part 3: Decision Analytics and Modeling under Uncertainty |
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An evidential-reasoning based model for probabilistic inference with uncertain data acquired from different data sources |
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287 | (7) |
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A further discussion on matching value for cooperative games and its application in profit allocation decision-making |
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294 | (8) |
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Regret theory-based decision-making with evidential reasoning |
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302 | (6) |
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Decision roughness measurement and application research based on data effect |
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308 | (8) |
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Semi-supervised transfer learning in Takagi-Sugeno fuzzy models |
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316 | (7) |
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RNN-based traffic flow prediction for dynamic reversible lane control decision |
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323 | (8) |
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Road traffic flow prediction using deep transfer learning |
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331 | (8) |
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Incremental possibilistic decision trees in non-specificity approach |
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339 | (8) |
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Maintaining case knowledge vocabulary using a new evidential attribute clustering method |
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347 | (8) |
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A workforce health insurance plan recommender system |
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355 | (8) |
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New product development using disjunctive belief rule base |
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363 | (8) |
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Restricted multi-pruning of decision trees |
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371 | (8) |
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Pipeline leak alarm decision via dynamic evidence fusion |
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379 | (10) |
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A belief rule-based inference model for prediction of R&D project success |
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389 | (8) |
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Causal inference with Gaussian processes for support of terminating or maintaining an existing program |
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397 | (8) |
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Social influenced decision making: A belief-based model analysis |
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405 | (8) |
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Pareto-smoothed inverse propensity weighing for causal inference |
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413 | (8) |
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Feature selection and weighing for case-based reasoning system using random forests |
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421 | (9) |
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Comparative analysis on extended belief rule-based system for activity recognition |
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430 | (9) |
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| Part 4: Data Mining and Text Retrieval |
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On the reduction of biases in big data sets for the detection of irregular power usage |
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439 | (7) |
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Dynamic neighborhood-based decision-theoretic rough set |
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446 | (7) |
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Incremental updating of approximations in composite ordered decision systems under attribute generalization |
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453 | (8) |
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Data-driven competitor identification using text mining and word network analysis |
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461 | (8) |
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Parallel attribute reduction algorithms based on CUDA |
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469 | (8) |
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A multi-kernel spectral clustering algorithm based on incomplete views |
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477 | (8) |
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Attention-based bidirectional LSTM for Chinese punctuation prediction |
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485 | (7) |
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Clutter reduction of parallel coordinates based on an approximate measure of line crossing |
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492 | (8) |
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A novel preprocessing approach for unbalanced learning in software defect prediction |
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500 | (9) |
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Chubato Wondaferaw Yohannese |
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A new tool for static and dynamic Android malware analysis |
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509 | (8) |
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A super-hyper network model based on matrix operation |
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517 | (9) |
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Visualization methods for tracking the dynamics of coronal dimmings |
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526 | (8) |
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DP_DETECTION: An outlier detection algorithm based on density of big data |
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534 | (11) |
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An iterative multi-criteria optimization of product snippets enhanced by feature extraction from online reviews |
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545 | (8) |
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Using fuzzy representation in educational data mining and learning analytics |
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553 | (7) |
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Compressive sensing based feature selection: A case study for commuter behaviour modelling |
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560 | (8) |
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ALES: An Arabic Legal query Expansion System |
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568 | (8) |
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Extracting a diverse information subset by considering information coverage and redundancy simultaneously |
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576 | (9) |
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Term frequency occurrences on web pages for textual information retrieval |
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585 | (6) |
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Karthika Sivapathasundaram |
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Community finding in dynamic networks using a genetic algorithm improved via a hybrid immigrants scheme |
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591 | (8) |
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Using graph-theoretic methods for text classification |
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599 | (9) |
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Argumentation system for intelligent assistants using fuzzy-based reasoning |
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608 | (9) |
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A fuzzy based approach for wordsense disambiguation using morphological transformation and domain link knowledge |
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617 | (9) |
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A novel path planning approach for unmanned ships based on deep reinforcement learning |
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626 | (11) |
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| Part 5: Data Analytics for Classification |
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637 | (8) |
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Semi-supervised cluster ensemble based on density peaks |
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645 | (7) |
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Ensemble Evidential Editing k-NNs through rough set reducts |
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652 | (8) |
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A new evidential collaborative filtering: A hybrid memory- and model-based approach |
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660 | (8) |
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Improving the activities of a robotic guide by taking into account human reactions |
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668 | (6) |
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Hierarchical classification learning: A novel two-layer framework for multiclass classification |
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674 | (9) |
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A rough set based hybrid approach for classification |
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683 | (8) |
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Chubato Wondaferaw Yohannese |
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A Fuzzy Gamma Naive Bayes classifier |
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691 | (9) |
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Elaine Anita de Melo Gomes Soares |
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Lilian dos Santos Machado |
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Spectral data classification using locally weighted partial least squares classifier |
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700 | (8) |
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Attention-based bidirectional LSTM for Chinese punctuation prediction |
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708 | (7) |
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A new map for combination of spatial clustering methods |
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715 | (10) |
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Danielly Cristina De Souza Costa Holmes |
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Rodrigo De Pinheiro De Toledo Vianna |
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| Part 6: Logic and Automated Reasoning |
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Distinctive features of the contradiction separation based dynamic automated deduction |
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725 | (8) |
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The empirical study of imported genetic algorithm combined with ant colony algorithm based on 3-SAT problems |
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733 | (7) |
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Verifying Deutsch-Schorr-Waite algorithm in first-order logic with arithmetic |
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740 | (10) |
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Look-ahead clause selection strategy for contradiction separation based automated deduction |
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750 | (8) |
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α-Generalized resolution method based on linguistic truth-valued first-order logic system |
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758 | (8) |
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Deductive control strategies based on contradiction separation rule |
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766 | (8) |
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Preliminary framework to combine contradiction separation based automated deduction with superposition and given-clause algorithm |
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774 | (8) |
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Chaotic mappings in symbol space |
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782 | (8) |
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A new strategy for preventing repeated and redundant clauses in contradiction separation based automated deduction |
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790 | (8) |
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Logical difference of propositional theories |
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798 | (8) |
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Reducing Answer Set Programs under partial assignments |
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806 | (8) |
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Improvements of categorical propositions on quantification and systemization |
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814 | (10) |
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Non-prioritised belief revision for DL-Lite TBoxes |
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824 | (8) |
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Strongest necessary and weakest sufficient conditions in S5 |
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832 | (8) |
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The number of minimal preference contraction operation |
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840 | (8) |
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Protection zone designation of railway radio environment based on TD-LTE system |
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848 | (7) |
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855 | (7) |
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A scale-free model for random ASP programs |
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862 | (8) |
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Procedural extensions for executable ontologies in conventional software development |
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870 | (8) |
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Graphic deduction based on set (I): Venn graphic representation of judgment J* |
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878 | (6) |
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Graphic deduction based on set (II): The graphic argument of J* |
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884 | (7) |
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Parallel Monte Carlo for calculating π value |
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891 | (6) |
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Learnt clause deletion based on clause deepness |
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897 | (10) |
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| Part 7: Applied Computing Intelligence |
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Compound trajectory optimization methodology for parafoil delivery system based on quantum genetic algorithm |
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907 | (7) |
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Multiple μ-stability of complex-valued Cohen-Grossberg neural networks with unbounded time-varying delays |
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914 | (8) |
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SIFT-based textile defects detection by using adaptive neural-fuzzy inference system |
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922 | (7) |
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Fuzzy explicit simplified MPC with adjustment parameter |
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929 | (8) |
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A control to soybean aphid via fuzzy linear programming |
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937 | (6) |
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An approach to recognize coral species on the coast of Brazil using image analysis and fuzzy associative memories based on equivalent measures |
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943 | (8) |
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Tasks scheduling in computational grids: A proposal considering an uncertainty regime |
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951 | (8) |
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Safety helmet recognition based on deep convolution neural networks |
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959 | (9) |
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Research on optimal trajectory curve of intelligent vehicles based on neighborhood system |
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968 | (9) |
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Goodwin model via p-fuzzy system |
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977 | (10) |
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| Part 8: (Fuzzy) Multi-Criteria Decision Analysis and Intelligent Support System for Marketing Decisions |
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The new product design problem using novel preference approach |
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987 | (8) |
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Jesus Jaime Solano-Noriega |
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An intelligent decision support system for the design of new products |
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995 | (8) |
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Juan Francisco Figueroa Perez |
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Luis Carlos Santillan Hernandez |
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Edgar Omar Perez Contreras |
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A multicriteria and multiobjective approach for the market segmentation problem |
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1003 | (7) |
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Diego Alonso Gastelum-Chavira |
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Elsa Veronica Larreta-Ramirez |
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A new disaggregation preference method for new products design |
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1010 | (8) |
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A choice model for the product design problem based on the outranking approach |
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1018 | (8) |
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Alma Montserrat Romero-Serrano |
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Interval valued neutrosophic CODAS method for renewable energy selection |
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1026 | (8) |
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Natural gas technology selection using Pythagorean fuzzy CODAS |
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1034 | (8) |
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A multicriteria model for launching a new product for a group of decision-makers |
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1042 | (8) |
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Diego Alonso Gastelum Chavira |
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Ground handling services firm evaluation based on neutrosophic MULTIMOORA method |
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1050 | (8) |
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Creating alternatives for the eggplant waste problem in a horticultural company |
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1058 | (8) |
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Elsa Veronica Larreta-Ramirez |
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Diego Alonso Gastelum-Chavira |
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Interval-valued intuitionistic fuzzy MULTIMOORA approach for new product development |
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1066 | (8) |
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Analysis of companies' digital maturity by hesitant fuzzy linguistic MCDM methods |
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1074 | (9) |
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A multi-criteria decision support system for multi-UAV mission planning |
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1083 | (8) |
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Victor Rodriguez-Fernandez |
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The use of decision support systems for new product design: A review |
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1091 | (8) |
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Juan Francisco Figueroa Perez |
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Luis Carlos Santillan Hernandez |
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Edgar Omar Perez Contreras |
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Prioritization of the requirements for collaborative feedback platform for course contents using Pythagorean fuzzy sets |
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1099 | (8) |
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Solar energy project selection by using hesitant Pythagorean fuzzy TOPSIS |
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1107 | (8) |
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Interval-valued intuitionistic fuzzy based QFD application for smart hospital design |
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1115 | (12) |
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| Part 9: Qualitative and Quantitative Decision Making in Management and Social Science |
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Causality and inference identification method of individual poverty |
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1127 | (8) |
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The influence of ecological protection in poverty-stricken areas of western China |
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1135 | (8) |
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An interval valued intuitionistic fuzzy location based recommendation system utilizing social platforms |
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1143 | (9) |
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The effects of CEO's facial trustworthiness on the investment decision |
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1152 | (7) |
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The application of evaluation method based on prospect theory in stock investment |
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1159 | (9) |
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Sustainable supplier selection using two-phase DFD and TOPSIS within PD-HFLTS context |
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1168 | (8) |
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Neutrosophic AHP and prioritization of legal service outsourcing firms/law offices |
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1176 | (8) |
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Evaluation of smart cities with integrated hesitant fuzzy linguistic AHP-COPRAS method |
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1184 | (8) |
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Weighting performance indicators of law offices by using interval valued intuitionistic fuzzy AHP |
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1192 | (7) |
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Multi-criteria evaluation of law firms by using dynamic intuitionistic fuzzy sets |
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1199 | (9) |
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Analysis on the effectiveness of education in institutions of higher learning based on cultural confidence |
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1208 | (8) |
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2-tuple combined group decision making methodology for climate change strategy selection |
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1216 | (9) |
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Analysis of balance between reform of judicial system and supervision to power in China |
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1225 | (8) |
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Influence factors of enterprises' social responsibility performance in China |
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1233 | (12) |
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Study on management decision of China's dry cleaning enterprises based on the current situation of industry development |
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1245 | (9) |
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A study on the use and development strategy of official Weibo of Minzu universities in China |
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1254 | (13) |
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| Part 10: Decision Making Under Uncertainty in Health Care Systems |
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Frequency domain analysis of telephone helpline call data |
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1267 | (6) |
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Predicting assistive technology adoption for people with Parkinson's disease using mobile data from a smartphone |
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1273 | (8) |
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Machine learning using synthetic and real data: Similarity of evaluation metrics for different healthcare datasets and for different algorithms |
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1281 | (11) |
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Fuzzy framework for activity recognition in a multi-occupant smart environment based on wearable devices and proximity beacons |
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1292 | (8) |
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The impact of dataset quality on the performance of data-driven approaches for human activity recognition |
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1300 | (9) |
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Features selection and improving for trauma outcomes prediction models |
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1309 | (6) |
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Computer aided diagnostic tool for prostate cancer with rule extraction from support vector machines |
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1315 | (8) |
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Map-based medical practice behavior analysis: Methodology and a case study on Australia's medical practices |
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1323 | (10) |
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| Part 11: Decision Model and Intelligent System for Risk and Security Analysis |
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Analysis of sentencing reasoning on the traffic accident crime in China |
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1333 | (8) |
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Ranking road safety risk factors using preference structures and fuzzy preference structures |
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1341 | (8) |
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Chaos in hydrology: A case study in Konya Basin, Turkey |
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1349 | (8) |
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Intuitionistic fuzzy decision making: Multi-drug resistant tuberculosis risk assessment |
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1357 | (7) |
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Software fault prediction using data reduction approaches |
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1364 | (9) |
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Chubato Wondaferaw Yohannese |
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The sensitive data leakage detection model based on Bayesian convolution neural network |
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1373 | (12) |
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Digital supply chain risk analysis with intuitionistic fuzzy cognitive map |
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1385 | (7) |
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Development of the approach to check the correctness of workflows |
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1392 | (8) |
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Estimation of fuzzy reliability: A case study for flash vessel in ammonia storage tank |
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1400 | (7) |
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A fuzzy telematics data-driven approach for vehicle insurance policyholder risk assessment |
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1407 | (10) |
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| Part 12: Soft Computing Methods in Image and Dynamic Data Processing |
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Detection of structural breaks and perceptionally important points in time series |
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1417 | (8) |
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Post-processing in edge detection based on segments |
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1425 | (8) |
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Noise influence in FzT+JPEG image compression |
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1433 | (7) |
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Synthetic dataset for compositional learning |
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1440 | (6) |
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Differentiation of organic and non-organic apples using image processing- a cost-effective approach |
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1446 | (8) |
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Analysis of senile dementia from the brain magnetic resonance imaging data with clustering |
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1454 | (8) |
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Cross-domain image description generation using transfer learning |
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1462 | (8) |
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Heart sound de-noising using wavelet and empirical mode decomposition based thresholding methods |
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1470 | (8) |
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Weak boundary value problem: Fuzzy partition in Galerkin method |
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1478 | (11) |
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| Part 13: Soft Computing and Data Analytic in Fashion Design and Textile Production |
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Intelligent application of data fusion in garment manufacturing under the thinking of "Internet plus" |
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1489 | (9) |
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Garment fit evaluation using artificial intelligence technology |
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1498 | (6) |
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A two staged forecasting scheme considering the constraints of sales forecasting in the fashion industry |
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1504 | (8) |
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A collaborative platform with negotiation mechanism for make-to-order textile supply chain: A study based on multi-agent simulation |
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1512 | (8) |
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A fuzzy signal processing approach integrated into an intelligent garment for online fetal movement monitoring |
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1520 | (8) |
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Optimization of the body part recognition method of 3D human mesh based on propagation algorithm |
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1528 | (8) |
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The application of process modeling in denim manufacturing |
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1536 | (8) |
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A proposal of a rapid evaluation and analysis system of fashion design using expression analyzer and eye tracker |
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1544 | (7) |
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Explorative multi-objective optimization of marketing campaigns for the fashion retail industry |
|
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1551 | (8) |
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A data-driven approach to online fitting services |
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1559 | (8) |
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Analysis of consumer emotions about fashion brands: An exploratory study |
|
|
1567 | (8) |
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An intelligent approach to study suiting fabric formability |
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|
1575 | (10) |
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| Author Index |
|
1585 | |
