Germán González-Almagro

17 papers A 1C 2Misc 2Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Determination of the Number of Clusters in High-Dimensional Data With Subspace Clusters.
IEEE Trans. Big Data
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Germán González-Almagro, Salvador García
2025 J jnl
Semi-supervised constrained clustering: an in-depth overview, ranked taxonomy and future research directions.
Artif. Intell. Rev.
Germán González-Almagro, Daniel Peralta, Eli De Poorter, José Ramón Cano, Salvador García
2024 J jnl
Metric learning for monotonic classification: turning the space up to the limits of monotonicity.
Appl. Intell.
Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera
2024 J jnl
Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints.
Inf. Fusion
Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García
2023 J jnl
Multimodal pedestrian detection using metaheuristics with deep convolutional neural network in crowded scenes.
Inf. Fusion
Deepak Kumar Jain, Xudong Zhao, Germán González-Almagro, Chenquan Gan, Ketan Kotecha
2023 J jnl
Semi-Supervised Constrained Clustering: An In-Depth Overview, Ranked Taxonomy and Future Research Directions.
CoRR
Germán González-Almagro, Daniel Peralta, Eli De Poorter, José Ramón Cano, Salvador García
2023 J jnl
Semi-supervised Clustering with Two Types of Background Knowledge: Fusing Pairwise Constraints and Monotonicity Constraints.
CoRR
Germán González-Almagro, Juan-Luis Suárez, Pablo Sánchez Bermejo, José Ramón Cano, Salvador García
2022 J jnl
3SHACC: Three stages hybrid agglomerative constrained clustering.
Neurocomputing
Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García
2022 C conf
A Preliminary Approach for using Metric Learning in Monotonic Classification.
IEA/AIE
Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera
2022 Misc conf
Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams.
HAIS
Szymon Wojciechowski, Germán González-Almagro, Salvador García, Michal Wozniak
2022 C conf
Monotonic Constrained Clustering: A First Approach.
IEA/AIE
Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García
2021 J jnl
Decomposition-Fusion for Label Distribution Learning.
Inf. Fusion
Manuel González, Germán González-Almagro, Isaac Triguero, José Ramón Cano, Salvador García
2021 J jnl
Enhancing instance-level constrained clustering through differential evolution.
Appl. Soft Comput.
Germán González-Almagro, Julián Luengo, José Ramón Cano, Salvador García
2021 J jnl
ME-MEOA/DCC: Multiobjective constrained clustering through decomposition-based memetic elitism.
Swarm Evol. Comput.
Germán González-Almagro, Alejandro Rosales-Pérez, Julián Luengo, José Ramón Cano, Salvador García
2020 Misc conf
Agglomerative Constrained Clustering Through Similarity and Distance Recalculation.
HAIS
Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García
2020 J jnl
DILS: Constrained clustering through dual iterative local search.
Comput. Oper. Res.
Germán González-Almagro, Julián Luengo, José Ramón Cano, Salvador García
2020 A conf
Improving constrained clustering via decomposition-based multiobjective optimization with memetic elitism.
GECCO
Germán González-Almagro, Alejandro Rosales-Pérez, Julián Luengo, José Ramón Cano, Salvador García