| The multiple team formation problem using sociometry JH Gutiérrez, CA Astudillo, P Ballesteros-Pérez, D Mora-Melià, ... Computers & Operations Research 75, 150-162, 2016 | 46 | 2016 |
| Topology-oriented self-organizing maps: a survey CA Astudillo, BJ Oommen Pattern analysis and applications 17 (2), 223-248, 2014 | 39 | 2014 |
| Assessing wheat traits by spectral reflectance: do we really need to focus on predicted trait-values or directly identify the elite genotypes group? M Garriga, S Romero-Bravo, F Estrada, A Escobar, IA Matus, A del Pozo, ... Frontiers in plant science 8, 280, 2017 | 35 | 2017 |
| Evaluating different families of prediction methods for estimating software project outcomes N Cerpa, M Bardeen, CA Astudillo, J Verner Journal of Systems and Software 112, 48-64, 2016 | 31 | 2016 |
| On achieving semi-supervised pattern recognition by utilizing tree-based SOMs CSA Astudillo, BJ Oommen Pattern Recognition 46 (1), 293-304, 2013 | 26 | 2013 |
| Imposing tree-based topologies onto self organizing maps CA Astudillo, BJ Oommen Information Sciences 181 (18), 3798-3815, 2011 | 25 | 2011 |
| Data mining in electronic commerce-support vs. confidence C Astudillo, M Bardeen, N Cerpa Journal of theoretical and applied electronic commerce research 9 (1), i-vii, 2014 | 19 | 2014 |
| Self-organizing maps whose topologies can be learned with adaptive binary search trees using conditional rotations CA Astudillo, BJ Oommen Pattern recognition 47 (1), 96-113, 2014 | 13 | 2014 |
| A simulated annealing approach for the minmax regret path problem F Pérez, CA Astudillo, M Bardeen, A Candia-Véjar Proceedings of the Congresso Latino Americano de Investigación Operativa …, 2012 | 9 | 2012 |
| On using adaptive binary search trees to enhance self organizing maps CA Astudillo, BJ Oommen Australasian Joint Conference on Artificial Intelligence, 199-209, 2009 | 9 | 2009 |
| A dwell time-based container positioning decision support system at a port terminal M Gaete, MC González-Araya, RG González-Ramírez, C Astudillo International Conference on Operations Research and Enterprise Systems 2 …, 2017 | 8 | 2017 |
| Evolution of physical-chemical parameters, microbial diversity and VOC emissions of olive oil mill waste exposed to ambient conditions in open reservoirs D Hernández, CA Astudillo, E Fernández-Palacios, F Cataldo, C Tenreiro, ... Waste Management 79, 501-509, 2018 | 6 | 2018 |
| Algorithms for the Minmax Regret Path problem with interval data F Pérez-Galarce, A Candia-Véjar, C Astudillo, M Bardeen Information Sciences 462, 218-241, 2018 | 5 | 2018 |
| A novel self organizing map which utilizes imposed tree-based topologies CA Astudillo, JB Oommen Computer Recognition Systems 3, 169-178, 2009 | 5 | 2009 |
| Towards an Integrated Maturity Model of System and E-Business Applications in an Emerging Economy A Cataldo, CA Astudillo, JH Gutiérrez-Bahamondes, L González-Martínez, ... Journal of theoretical and applied electronic commerce research 15 (2), 1-14, 2020 | 4 | 2020 |
| A cluster analysis of stock market data using hierarchical SOMs CA Astudillo, J Poblete, M Resta, BJ Oommen Australasian Joint Conference on Artificial Intelligence, 101-112, 2016 | 4 | 2016 |
| Metric space searching based on random bisectors and binary fingerprints JM Andrade, CA Astudillo, R Paredes International Conference on Similarity Search and Applications, 50-57, 2014 | 4 | 2014 |
| Fast BMU search in SOMs using random hyperplane trees CA Astudillo, BJ Oommen Pacific Rim International Conference on Artificial Intelligence, 39-51, 2014 | 3 | 2014 |
| Using semantic similarity to predict angle and distance of objects in images S Somers, J Gagné, C Astudillo, J Davies Proceedings of the 8th ACM conference on Creativity and cognition, 217-222, 2011 | 3 | 2011 |
| Support vector machines for classification of electrical resistance values within a VSI Y Salgueiro-Sicilia, M Rivera, C Astudillo 2017 CHILEAN Conference on Electrical, Electronics Engineering, Information …, 2017 | 2 | 2017 |
Matthew BardeenAssistant Professor Computer Science, Universidad de TalcaVerified email at utalca.cl
