Alberto Cano
Virginia Commonwealth University
H-index: 33
North America-United States
Top articles of Alberto Cano
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A comprehensive analysis of concept drift locality in data streams | Knowledge-Based Systems | Gabriel J Aguiar Alberto Cano | 2024/2/17 |
Dynamic budget allocation for sparsely labeled drifting data streams | Information Sciences | Gabriel Aguiar Alberto Cano | 2024/1 |
Spatio-temporal visual learning for home-based monitoring | Information Fusion | Y Djenouri A Belbachir A Cano A Belhadi | 2024/1 |
A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework | Machine Learning | Gabriel Aguiar Bartosz Krawczyk Alberto Cano | 2023/6 |
Aging and rejuvenating strategies for fading windows in multi-label classification on data streams | Martha Roseberry Saso Dzeroski Albert Bifet Alberto Cano | 2023/3/27 | |
An active learning budget-based oversampling approach for partially labeled multi-class imbalanced data streams | Gabriel J Aguiar Alberto Cano | 2023/3 | |
Meta-learning for dynamic tuning of Active Learning on Stream Classification | Pattern Recognition | Vinicius Eiji Martins Alberto Cano Sylvio Barbon Junior | 2023/2/2 |
Enhancing Concept Drift Detection in Drifting and Imbalanced Data Streams through Meta-Learning | G Aguiar Alberto Cano | 2023/12 | |
ROSE: Robust Online Self-Adjusting Ensemble for Continual Learning on Imbalanced Drifting Data Streams | Machine Learning | Alberto Cano Bartosz Krawczyk | 2022/7 |
Adaptive Ensemble of Self-Adjusting Nearest Neighbor Subspaces for Multi-Label Drifting Data Streams | Neurocomputing | Gavin Alberghini Sylvio Barbon Junior Alberto Cano | 2022/1/25 |
Analysis and forecasting of rivers pH level using Deep Learning | Progress in Artificial Intelligence | A Srivastava Alberto Cano | 2022 |
Hybrid Group Anomaly Detection for Sequence Data: Application to Trajectory Data Analytics | IEEE Transactions on Intelligent Transportation Systems | A Belhadi Y Djenouri G Srivastava A Cano J Chun-Wei Lin | 2022 |
An Ontology Matching Approach for Semantic Modeling: A Case Study in Smart Cities | Computational Intelligence | Y Djenouri H Belhadi K Akli-Astouati Alberto Cano J Chun-Wei Lin | 2022 |
An Explainable Classifier based on Genetically Evolved Graph Structures | João Roberto Bertini Junior Alberto Cano | 2022/7/18 | |
Time Series Segmentation Based on Stationarity Analysis to Improve New Samples Prediction | Sensors | A. Petri B. Bogaz Alberto Cano S. Barbon | 2021/11/4 |
Self-Adjusting k Nearest Neighbors for Continual Learning from Multi-Label Drifting Data Streams | Neurocomputing | Martha Roseberry Bartosz Krawczyk Youcef Djenouri Alberto Cano | 2021/6/28 |
Locally Linear Support Vector Machines for Imbalanced Data Classification | Bartosz Krawczyk Alberto Cano | 2021/5/9 | |
Machine learning techiniques application in glioma interactome study: a multicentric analysis of 100 patients | Brain and Spine | ML Gandia Gonzalez J Solivera AC Fuentes-Fayos A Cano-Rojas RM Luque | 2021/1/1 |
A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories | IEEE Transactions on Intelligent Transportation Systems | Asma Belhadi Youcef Djenouri Gautam Srivastava Djamel Djenouri Alberto Cano | 2020/9/23 |
Exploring Pattern Mining Algorithms for Hashtag Retrieval Problem | IEEE Access | A Belhadi Y Djenouri J Lin C Zhang Alberto Cano | 2020/1 |
Co-Authors
