68 results on '"Salcedo‐Sanz, Sancho"'
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2. Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model
3. End-to-end learning of adaptive coded modulation schemes for resilient wireless communications
4. Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches
5. Very short-term solar ultraviolet-A radiation forecasting system with cloud cover images and a Bayesian optimized interpretable artificial intelligence model
6. Electricity demand error corrections with attention bi-directional neural networks
7. Two-step deep learning framework with error compensation technique for short-term, half-hourly electricity price forecasting
8. A comprehensive review of visualization methods for association rule mining: Taxonomy, challenges, open problems and future ideas
9. Efficient evolution of decision trees via fully matrix-based fitness evaluation
10. Integrated Multi-Head Self-Attention Transformer model for electricity demand prediction incorporating local climate variables
11. Enhanced joint hybrid deep neural network explainable artificial intelligence model for 1-hr ahead solar ultraviolet index prediction
12. A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction
13. Improving numerical methods for the steel yield strain calculation in reinforced concrete members with Machine Learning algorithms
14. Near real-time wind speed forecast model with bidirectional LSTM networks
15. One month in advance prediction of air temperature from Reanalysis data with eXplainable Artificial Intelligence techniques
16. Cloud cover bias correction in numerical weather models for solar energy monitoring and forecasting systems with kernel ridge regression
17. Machine Learning Classification-Regression Schemes for Desert Locust Presence Prediction in Western Africa
18. Very Short-Term Solar Ultraviolet-A Radiation Forecasting System with Cloud Cover Images and a Bayesian Optimized Interpretable Artificial Intelligence Model
19. A Multi-Algorithm Approach for Operational Human Resources Workload Balancing in a Last Mile Urban Delivery System
20. Hybridizing machine learning with metaheuristics for preventing convergence failures in mechanical models based on compression field theories
21. Deep learning CNN-LSTM-MLP hybrid fusion model for feature optimizations and daily solar radiation prediction
22. Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model
23. Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms
24. Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia
25. Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual model for short-term multi-step solar radiation prediction
26. Machine Learning Classification-Regression Schemes for Desert Locust Presence Prediction in Western Africa
27. Evaluating the Use of a Net-Metering Mechanism in Microgrids to Reduce Power Generation Costs with a Swarm-Intelligent Algorithm
28. Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Deep Residual Model for Near Real-Time Short-Term Multi-Step Solar Radiation Prediction
29. Bio-inspired computation: Where we stand and what's next
30. Coral Reef Optimization with substrate layers for medical Image Registration
31. A Multi-Objective Genetic Algorithm for overlapping community detection based on edge encoding
32. DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments
33. A statistically-driven Coral Reef Optimization algorithm for optimal size reduction of time series
34. An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia
35. Predicting compressive strength of lightweight foamed concrete using extreme learning machine model
36. Spatio-temporal analysis of wind resource in the Iberian Peninsula with data-coupled clustering
37. Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems
38. A feature selection method for author identification in interactive communications based on supervised learning and language typicality
39. A novel Grouping Coral Reefs Optimization algorithm for optimal mobile network deployment problems under electromagnetic pollution and capacity control criteria
40. Spatio-temporal trend analysis of air temperature in Europe and Western Asia using data-coupled clustering
41. A traffic-based evolutionary algorithm for network clustering
42. On the design of a novel two-objective harmony search approach for distance- and connectivity-based localization in wireless sensor networks
43. An Analysis of Black-Box Optimization Problems in Reinsurance: Evolutionary-Based Approaches
44. A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem
45. A hybrid evolutionary programming approach for optimal worst case tolerance design of magnetic devices
46. Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics
47. Short term wind speed prediction based on evolutionary support vector regression algorithms
48. Team formation based on group technology: A hybrid grouping genetic algorithm approach
49. A genetic algorithm with switch-device encoding for optimal partition of switched industrial Ethernet networks
50. Improving the training time of support vector regression algorithms through novel hyper-parameters search space reductions
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