Publicaciones (13) Publicaciones de GERMÁN GONZÁLEZ ALMAGRO

2024

  1. Metric learning for monotonic classification: turning the space up to the limits of monotonicity

    Applied Intelligence

  2. Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints

    Information Fusion, Vol. 102

2023

  1. Multimodal pedestrian detection using metaheuristics with deep convolutional neural network in crowded scenes

    Information Fusion, Vol. 95, pp. 401-414

2022

  1. 3SHACC: Three stages hybrid agglomerative constrained clustering

    Neurocomputing, Vol. 490, pp. 441-461

  2. A Preliminary Approach for using Metric Learning in Monotonic Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Monotonic Constrained Clustering: A First Approach

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2021

  1. Decomposition-Fusion for Label Distribution Learning

    Information Fusion, Vol. 66, pp. 64-75

  2. Enhancing instance-level constrained clustering through differential evolution

    Applied Soft Computing, Vol. 108

  3. ME-MEOA/DCC: Multiobjective constrained clustering through decomposition-based memetic elitism

    Swarm and Evolutionary Computation, Vol. 66

2020

  1. Agglomerative Constrained Clustering Through Similarity and Distance Recalculation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. DILS: Constrained clustering through dual iterative local search

    Computers and Operations Research, Vol. 121

  3. Improving constrained clustering via decomposition-based multiobjective optimization with memetic elitism

    GECCO 2020 - Proceedings of the 2020 Genetic and Evolutionary Computation Conference