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ORCIDGermán González-Almagro
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- affiliation: University of Granada, Spain
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Journal Articles
- 2024
[j8]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): 4443-4466 (2024)- [j7]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: 102064 (2024) - 2023
- [j6]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: 401-414 (2023) - 2022
- [j5]Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García:
3SHACC: Three stages hybrid agglomerative constrained clustering. Neurocomputing 490: 441-461 (2022) - 2021
- [j4]Germán González-Almagro, Julián Luengo, José Ramón Cano, Salvador García:
Enhancing instance-level constrained clustering through differential evolution. Appl. Soft Comput. 108: 107435 (2021) - [j3]Manuel González, Germán González-Almagro, Isaac Triguero, José Ramón Cano, Salvador García:
Decomposition-Fusion for Label Distribution Learning. Inf. Fusion 66: 64-75 (2021) - [j2]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: 100939 (2021) - 2020
- [j1]Germán González-Almagro, Julián Luengo, José Ramón Cano, Salvador García:
DILS: Constrained clustering through dual iterative local search. Comput. Oper. Res. 121: 104979 (2020)
Conference and Workshop Papers
- 2022
- [c5]Szymon Wojciechowski, Germán González-Almagro, Salvador García, Michal Wozniak:
Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams. HAIS 2022: 153-163 - [c4]Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García:
Monotonic Constrained Clustering: A First Approach. IEA/AIE 2022: 725-736 - [c3]Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera:
A Preliminary Approach for using Metric Learning in Monotonic Classification. IEA/AIE 2022: 773-784 - 2020
- [c2]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: 333-341 - [c1]Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García:
Agglomerative Constrained Clustering Through Similarity and Distance Recalculation. HAIS 2020: 424-436
Informal and Other Publications
- 2023
- [i2]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 abs/2302.14060 (2023) - [i1]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 abs/2303.00522 (2023)
Coauthor Index
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