Salvador García

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 20

Top Topics

Pedestrian Detection

Constrained Clustering

Speech Emotion Recognition

Metric Learning

Top Venues

IEEE Trans. Cybern.

Publications

Deepak Kumar Jain, Xudong Zhao, Salvador García, Neelakandan Subramani
Robust multi-modal pedestrian detection using deep convolutional neural network with ensemble learning model. Expert Syst. Appl. 249 (2024)
Chenquan Gan, Xiaopeng Cao, Qingyi Zhu, Deepak Kumar Jain, Salvador García
Enhancing microblog sentiment analysis through multi-level feature interaction fusion with social relationship guidance. Appl. Intell. 54 (1) (2024)
Chenquan Gan, Yu Tang, Xiang Fu, Qingyi Zhu, Deepak Kumar Jain, Salvador García
Video multimodal sentiment analysis using cross-modal feature translation and dynamical propagation. Knowl. Based Syst. 299 (2024)
Javier Poyatos, Javier Del Ser, Salvador García, Hisao Ishibuchi, Daniel Molina, Isaac Triguero, Bing Xue, Xin Yao, Francisco Herrera
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects. CoRR (2024)
Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García
Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints. Inf. Fusion 102 (2024)
Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera
Metric learning for monotonic classification: turning the space up to the limits of monotonicity. Appl. Intell. 54 (5) (2024)
Xuehui Yin, Jun Zeng, Tianxiao Hou, Chao Tang, Chenquan Gan, Deepak Kumar Jain, Salvador García
RSAFormer: A method of polyp segmentation with region self-attention transformer. Comput. Biol. Medicine 172 (2024)
Diego García-Gil, Salvador García, Ning Xiong, Francisco Herrera
Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data. Cogn. Comput. 16 (4) (2024)
Pourya Shamsolmoali, Masoumeh Zareapoor, Swagatam Das, Salvador García, Eric Granger, Jie Yang
GEN: Generative Equivariant Networks for Diverse Image-to-Image Translation. IEEE Trans. Cybern. 53 (2) (2023)
Germán González-Almagro, Daniel Peralta, Eli De Poorter, José Ramón Cano, Salvador García
Semi-Supervised Constrained Clustering: An In-Depth Overview, Ranked Taxonomy and Future Research Directions. CoRR (2023)
Chenquan Gan, Kexin Wang, Qingyi Zhu, Yong Xiang, Deepak Kumar Jain, Salvador García
Speech emotion recognition via multiple fusion under spatial-temporal parallel network. Neurocomputing 555 (2023)
Germán González-Almagro, Juan-Luis Suárez, Pablo Sánchez Bermejo, José Ramón Cano, Salvador García
Semi-supervised Clustering with Two Types of Background Knowledge: Fusing Pairwise Constraints and Monotonicity Constraints. CoRR (2023)
Alejandro Rosales-Pérez, Salvador García, Francisco Herrera
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization. IEEE Trans. Cybern. 53 (8) (2023)
Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García
3SHACC: Three stages hybrid agglomerative constrained clustering. Neurocomputing 490 (2022)
Szymon Wojciechowski, Germán González-Almagro, Salvador García, Michal Wozniak
Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams. HAIS (2022)
Alejandro Rosales-Pérez, Salvador García, Francisco Herrera
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization. CoRR (2022)
Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera
A Preliminary Approach for using Metric Learning in Monotonic Classification. IEA/AIE (2022)
Pourya Shamsolmoali, Masoumeh Zareapoor, Swagatam Das, Eric Granger, Salvador García
Wasserstein Embedding for Capsule Learning. CoRR (2022)
Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García
Monotonic Constrained Clustering: A First Approach. IEA/AIE (2022)
Néstor Rodríguez, David López, Alberto Fernández, Salvador García, Francisco Herrera
SOUL: Scala Oversampling and Undersampling Library for imbalance classification. SoftwareX 15 (2021)