Germán González-Almagro

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Pair Wise Constraints

Constrained Clustering

Metric Learning

Duplicate Detection

Top Venues

Publications

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)
Deepak Kumar Jain, Xudong Zhao, Germán González-Almagro, Chenquan Gan, Ketan Kotecha
Multimodal pedestrian detection using metaheuristics with deep convolutional neural network in crowded scenes. Inf. Fusion 95 (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)
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)
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)
Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera
A Preliminary Approach for using Metric Learning in Monotonic Classification. IEA/AIE (2022)
Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García
Monotonic Constrained Clustering: A First Approach. IEA/AIE (2022)
Manuel González, Germán González-Almagro, Isaac Triguero, José Ramón Cano, Salvador García
Decomposition-Fusion for Label Distribution Learning. Inf. Fusion 66 (2021)
Germán González-Almagro, Alejandro Rosales-Pérez, Julián Luengo, José Ramón Cano, Salvador García
ME-MEOA/DCC: Multiobjective constrained clustering through decomposition-based memetic elitism. Swarm Evol. Comput. 66 (2021)
Germán González-Almagro, Julián Luengo, José Ramón Cano, Salvador García
Enhancing instance-level constrained clustering through differential evolution. Appl. Soft Comput. 108 (2021)
Germán González-Almagro, Julián Luengo, José Ramón Cano, Salvador García
DILS: Constrained clustering through dual iterative local search. Comput. Oper. Res. 121 (2020)
Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García
Agglomerative Constrained Clustering Through Similarity and Distance Recalculation. HAIS (2020)
Germán González-Almagro, Alejandro Rosales-Pérez, Julián Luengo, José Ramón Cano, Salvador García
Improving constrained clustering via decomposition-based multiobjective optimization with memetic elitism. GECCO (2020)