Publications in collaboration with researchers from University of Parma (18)

2023

  1. A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends

    IEEE Transactions on Evolutionary Computation, Vol. 27, Núm. 1, pp. 5-25

2016

  1. A survey on image segmentation using metaheuristic-based deformable models: State of the art and critical analysis

    Applied Soft Computing Journal, Vol. 44, pp. 1-29

2015

  1. Artificial Neuron-Glia Networks learning approach based on cooperative coevolution

    International Journal of Neural Systems, Vol. 25, Núm. 4

  2. Biomedical image segmentation using geometric deformable models and metaheuristics

    Computerized Medical Imaging and Graphics, Vol. 43, pp. 167-178

2014

  1. Automatic evolutionary medical image segmentation using deformable models

    Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014

  2. Texture classification of proteins using support vector machines and bio-inspired metaheuristics

    Communications in Computer and Information Science

2013

  1. 2D-page texture classification using support vector machines and genetic algorithms an hybrid approach for texture image analysis

    BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms

  2. Algorithm configuration using GPU-based metaheuristics

    GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion

  3. Automatic hippocampus localization in histological images using Differential Evolution-based deformable models

    Pattern Recognition Letters, Vol. 34, Núm. 3, pp. 299-307

  4. GPU-based automatic configuration of differential evolution: A case study

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

  5. Particle swarm optimization and differential evolution for model-based object detection

    Applied Soft Computing Journal, Vol. 13, Núm. 6, pp. 3092-3105

  6. Segmentation of histological images using a metaheuristic-based level set approach

    GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion

  7. Visual Search of Neuropil-Enriched RNAs from Brain In Situ Hybridization Data through the Image Analysis Pipeline Hippo-ATESC

    PLoS ONE, Vol. 8, Núm. 9

2012

  1. A comparative study of three GPU-based metaheuristics

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

  2. Automatic segmentation of hippocampus in histological images of mouse brains using deformable models and random forest

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  3. First results and future developments of the MIBISOC project in the IBISlab of the University of Parma

    GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion

  4. LibCudaOptimize: An open source library of GPU-based metaheuristics

    GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion

2011

  1. Automatic hippocampus localization in histological images using PSO-based deformable models

    Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication