190 results on '"Herrera, Francisco"'
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2. On-line linguistic Decision Support System based on Citizen Crowd Decision Making
3. Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
4. General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance
5. Facile sonochemical synthesis of nanostructured FeWO4-rGO and CuCo2O4 nanocomposite for high-rate capability and stable asymmetric (CuCo2O4//FeWO4-rGO) supercapacitors
6. Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series
7. Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness
8. Design and consensus content validity of the questionnaire for b-learning education: A 2-Tuple Fuzzy Linguistic Delphi based Decision Support Tool
9. Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
10. Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation
11. Generalizing max pooling via [formula omitted]-grouping functions for Convolutional Neural Networks
12. Explainable Crowd Decision Making methodology guided by expert natural language opinions based on Sentiment Analysis with Attention-based Deep Learning and Subgroup Discovery
13. Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges
14. Dynamic defense against byzantine poisoning attacks in federated learning
15. Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions
16. A least square support vector machine approach based on bvRNA-GA for modeling photovoltaic systems
17. EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case
18. A tutorial on the segmentation of metallographic images: Taxonomy, new MetalDAM dataset, deep learning-based ensemble model, experimental analysis and challenges
19. Democratic consensus reaching process for multi-person multi-criteria large scale decision making considering participants’ individual attributes and concerns
20. An interval type-2 fuzzy Kano-prospect-TOPSIS based QFD model: Application to Chinese e-commerce service design
21. Sentiment Analysis based Multi-Person Multi-criteria Decision Making methodology using natural language processing and deep learning for smarter decision aid. Case study of restaurant choice using TripAdvisor reviews
22. Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges
23. Distributed linguistic representations in decision making: Taxonomy, key elements and applications, and challenges in data science and explainable artificial intelligence
24. Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy
25. A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities
26. Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects
27. MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. Ensembles overview and proposal
28. An overview on feedback mechanisms with minimum adjustment or cost in consensus reaching in group decision making: Research paradigms and challenges
29. Large-Scale decision-making: Characterization, taxonomy, challenges and future directions from an Artificial Intelligence and applications perspective
30. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
31. Consensus evolution networks: A consensus reaching tool for managing consensus thresholds in group decision making
32. An overview on managing additive consistency of reciprocal preference relations for consistency-driven decision making and fusion: Taxonomy and future directions
33. Consensus model for large-scale group decision making based on fuzzy preference relation with self-confidence: Detecting and managing overconfidence behaviors
34. An overview of MULTIMOORA for multi-criteria decision-making: Theory, developments, applications, and challenges
35. Social network analysis-based conflict relationship investigation and conflict degree-based consensus reaching process for large scale decision making using sparse representation
36. A binocular image fusion approach for minimizing false positives in handgun detection with deep learning
37. Score-HeDLiSF: A score function of hesitant fuzzy linguistic term set based on hesitant degrees and linguistic scale functions: An application to unbalanced hesitant fuzzy linguistic MULTIMOORA
38. Large-scale group decision making model based on social network analysis: Trust relationship-based conflict detection and elimination
39. A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines
40. Consensus vote models for detecting and filtering neutrality in sentiment analysis
41. Distinguishing between facts and opinions for sentiment analysis: Survey and challenges
42. Big Data: Tutorial and guidelines on information and process fusion for analytics algorithms with MapReduce
43. Teranga Go!: Carpooling Collaborative Consumption Community with multi-criteria hesitant fuzzy linguistic term set opinions to build confidence and trust
44. Double hierarchy hesitant fuzzy linguistic term set and MULTIMOORA method: A case of study to evaluate the implementation status of haze controlling measures
45. Cost-Sensitive back-propagation neural networks with binarization techniques in addressing multi-class problems and non-competent classifiers
46. NMC: nearest matrix classification – A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem
47. Personalized individual semantics in computing with words for supporting linguistic group decision making. An application on consensus reaching
48. DPD-DFF: A dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases
49. Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy
50. Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis
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