82 results on '"Quintián, Héctor"'
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2. Vehicle Warning System Based on Road Curvature Effect Using CNN and LSTM Neural Networks
3. Defect Detection in Batavia Woven Fabrics by Means of Convolutional Neural Networks
4. Neuroevolutionary Transfer Learning for Time Series Forecasting
5. Deep Learning-Based Emotion Detection in Aphasia Patients
6. Explaining Learned Patterns in Deep Learning by Association Rules Mining
7. A Modified Loss Function Approach for Instance Segmentation Improvement and Application in Fish Markets
8. Parallel Processing Applied to Object Detection with a Jetson TX2 Embedded System
9. Efficient Short-Term Time Series Forecasting with Regression Trees
10. Olive Oil Fly Population Pest Forecasting Using Explainable Deep Learning
11. Feature Selection Guided by CVOA Metaheuristic for Deep Neural Networks: Application to Multivariate Time Series Forecasting
12. Deep Learning and Metaheuristic for Multivariate Time-Series Forecasting
13. Text Classification for Automatic Distribution of Review Notes in Movie Production
14. Multi-scale Neural Model for Tool-Narayanaswamy-Moynihan Model Parameter Extraction
15. Convolutional Neural Networks for Diabetic Retinopathy Grading from iPhone Fundus Images
16. Statistical Dialog Tracking and Management for Task-Oriented Conversational Systems
17. Validating by Deep Learning an Efficient Method for Genomic Sequence Analysis: Genomic Spectrograms
18. Comparison of Deep Reinforcement Learning Path-Following System Based on Road Geometry and an Adaptive Cruise Control for Autonomous Vehicles
19. Meta-Learning for Hyperparameters Tuning in CNNs for Chest Images
20. Bytecode-Based Android Malware Detection Applying Convolutional Neural Networks
21. Systematic Literature Review of Methods Used for SQL Injection Detection Based on Intelligent Algorithms
22. Deep Learning Approach for the Prediction of the Concentration of Chlorophyll ɑ in Seawater. A Case Study in El Mar Menor (Spain)
23. Evolutionary Triplet Network of Learning Disentangled Malware Space for Malware Classification
24. Architecture for Fault Detection in Sandwich Panel Production Using Visual Analytics
25. Olive Phenology Forecasting Using Information Fusion-Based Imbalanced Preprocessing and Automated Deep Learning
26. Convex Multi-Task Learning with Neural Networks
27. Small Wind Turbine Power Forecasting Using Long Short-Term Memory Networks for Energy Management Systems
28. Medium-Term Electricity Consumption Forecasting in Algeria Based on Clustering, Deep Learning and Bayesian Optimization Methods
29. HLNet: A Novel Hierarchical Deep Neural Network for Time Series Forecasting
30. An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting
31. Anomaly Detection for Health Monitoring of Heavy Equipment Using Hierarchical Prediction with Correlative Feature Learning
32. Mutagenic Prediction for Chemical Compound Discovery with Partitioned Graph Convolution Network
33. Predicting Human Actions in the Assembly Process for Industry 4.0
34. Webpage Categorization Using Deep Learning
35. A First Prototype of an Emotional Smart Speaker
36. Low-Cost Deep Learning-Based Prototype for Automatic Identification of Traffic Signs in Vehicles
37. LSTM vs CNN in Real Ship Trajectory Classification
38. A Comparison of Learning Approaches to Dialogue Management in Conversational Systems
39. Detecting Intrusion via Insider Attack in Database Transactions by Learning Disentangled Representation with Deep Metric Neural Network
40. Hybrid Model for Improving the Classification Effectiveness of Network Intrusion Detection
41. Fake News Detection : Do Complex Problems Need Complex Solutions?
42. Distributed Architecture for Fake News Detection
43. Detection of Artificial Images and Changes in Real Images Using Convolutional Neural Networks
44. IoT Device Identification Using Deep Learning
45. Exploring Datasets to Solve Partial Differential Equations with TensorFlow
46. On the Performance of Deep Learning Models for Time Series Classification in Streaming
47. An Approach to Forecasting and Filtering Noise in Dynamic Systems Using LSTM Architectures
48. Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods
49. A Preliminary Study on Deep Transfer Learning Applied to Image Classification for Small Datasets
50. A Model-Based Deep Transfer Learning Algorithm for Phenology Forecasting Using Satellite Imagery
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