278 results on '"de Carvalho, André C.P.L.F."'
Search Results
2. BioPrediction-RPI: Democratizing the prediction of interaction between non-coding RNA and protein with end-to-end machine learning
3. Continual Object Detection: A review of definitions, strategies, and challenges
4. BioDeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding RNA classification
5. Meta-features for meta-learning
6. Predicting and interpreting oxide glass properties by machine learning using large datasets
7. An ensemble of autonomous auto-encoders for human activity recognition
8. Assessing the data complexity of imbalanced datasets
9. A Meta-learning approach for recommending the number of clusters for clustering algorithms
10. A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers
11. Evolutionary inversion of class distribution in overlapping areas for multi-class imbalanced learning
12. Inducing Hierarchical Multi-label Classification rules with Genetic Algorithms
13. A new data characterization for selecting clustering algorithms using meta-learning
14. Predicting glass transition temperatures using neural networks
15. Metalearning and Recommender Systems: A literature review and empirical study on the algorithm selection problem for Collaborative Filtering
16. Score normalization applied to adaptive biometric systems
17. An adaptive approach for UAV-based pesticide spraying in dynamic environments
18. Hyper-parameter initialization of classification algorithms using dynamic time warping: A perspective on PCA meta-features
19. Enhanced template update: Application to keystroke dynamics
20. Using the One-vs-One decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems
21. Machine learning unveils composition-property relationships in chalcogenide glasses
22. A framework for bottom-up induction of oblique decision trees
23. Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation
24. Online behavior change detection in computer games
25. Meta‐learning approach to gene expression data classification
26. A Study on Hyperparameter Configuration for Human Activity Recognition
27. Comparing machine learning classifiers in potential distribution modelling
28. Spectral methods for graph clustering – A survey
29. Automatic Design of Decision-Tree Induction Algorithms
30. Partitions selection strategy for set of clustering solutions
31. Building binary-tree-based multiclass classifiers using separability measures
32. Investigation of a new GRASP-based clustering algorithm applied to biological data
33. Ensemble Clustering for Novelty Detection in Data Streams
34. Online Clustering for Novelty Detection and Concept Drift in Data Streams
35. Corrigendum to “BioPrediction-RPI: Democratizing the prediction of interaction between non-coding RNA and protein with end-to-end machine learning” [Comput Struct Biotechnol J, vol. 23, pp 2267-2276]
36. Multi-objective clustering ensemble for gene expression data analysis
37. Evolutionary tuning of SVM parameter values in multiclass problems
38. MathFeature: Feature Extraction Package for Biological Sequences Based on Mathematical Descriptors
39. Protein cellular localization prediction with Support Vector Machines and Decision Trees
40. Combining Intelligent Techniques for Sensor Fusion
41. Boosting meta-learning with simulated data complexity measures
42. Machine Learning
43. Use of gene dependent mutation probability in evolutionary neural networks for non-stationary problems
44. A Tutorial on Hierarchical Classification with Applications in Bioinformatics
45. A cluster based prototype reduction for online classification
46. New label noise injection methods for the evaluation of noise filters
47. Empirical investigation of active learning strategies
48. Adaptive algorithms applied to accelerometer biometrics in a data stream context
49. SPECIAL ISSUE SOCO13-JAL
50. Editorial: Special Issue CISIS13-IGPL
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