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ORCIDCésar A. Astudillo
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2020 – today
- 2023
[j11]Jonathan Moya-Carvajal, Francisco Pérez-Galarce
, Carla Taramasco, César A. Astudillo, Alfredo Candia-Véjar:
ML models for severity classification and length-of-stay forecasting in emergency units. Expert Syst. Appl. 223: 119864 (2023)- [j10]Camila González, César A. Astudillo, Xaviera A. López-Cortés, Sebastián Maldonado:
Semi-supervised learning for MALDI-TOF mass spectrometry data classification: an application in the salmon industry. Neural Comput. Appl. 35(13): 9381-9391 (2023) - 2021
- [c9]Xaviera A. López-Cortés, César A. Astudillo, Camila González, Sebastián Maldonado:
Semi-supervised learning for MS MALDI-TOF data. LA-CCI 2021: 1-4 - 2020
- [j9]Alejandro J. Cataldo, César A. Astudillo, Jimmy H. Gutiérrez-Bahamondes, Luis González-Martínez, Robert J. McQueen:
Towards an Integrated Maturity Model of System and E-Business Applications in an Emerging Economy. J. Theor. Appl. Electron. Commer. Res. 15(2) (2020)
2010 – 2019
- 2018
- [j8]Francisco Pérez-Galarce, Alfredo Candia-Véjar, César A. Astudillo, Matthew Bardeen:
Algorithms for the Minmax Regret Path problem with interval data. Inf. Sci. 462: 218-241 (2018) - 2016
- [j7]Jimmy H. Gutiérrez, César A. Astudillo, Pablo Ballesteros-Pérez, Daniel Mora-Melià, Alfredo Candia-Véjar:
The multiple team formation problem using sociometry. Comput. Oper. Res. 75: 150-162 (2016) - [j6]Narciso Cerpa, Matthew Bardeen, César A. Astudillo, June M. Verner:
Evaluating different families of prediction methods for estimating software project outcomes. J. Syst. Softw. 112: 48-64 (2016) - [c8]César A. Astudillo, Jorge Poblete, Marina Resta, B. John Oommen:
A Cluster Analysis of Stock Market Data Using Hierarchical SOMs. Australasian Conference on Artificial Intelligence 2016: 101-112 - [c7]César A. Astudillo, Javier I. González, B. John Oommen, Anis Yazidi:
Concept Drift Detection Using Online Histogram-Based Bayesian Classifiers. Australasian Conference on Artificial Intelligence 2016: 175-182 - 2015
- [c6]César A. Astudillo, B. John Oommen:
Pattern Recognition using the TTOCONROT. IEA/AIE 2015: 435-444 - [i1]César A. Astudillo, B. John Oommen:
Self Organizing Maps Whose Topologies Can Be Learned With Adaptive Binary Search Trees Using Conditional Rotations. CoRR abs/1506.02750 (2015) - 2014
- [j5]César A. Astudillo, Matthew Bardeen, Narciso Cerpa:
Editorial: Data Mining in Electronic Commerce - Support vs. Confidence. J. Theor. Appl. Electron. Commer. Res. 9(1) (2014) - [j4]César A. Astudillo, B. John Oommen:
Topology-oriented self-organizing maps: a survey. Pattern Anal. Appl. 17(2): 223-248 (2014) - [j3]César A. Astudillo, B. John Oommen:
Self-organizing maps whose topologies can be learned with adaptive binary search trees using conditional rotations. Pattern Recognit. 47(1): 96-113 (2014) - [c5]César A. Astudillo, B. John Oommen:
Fast BMU Search in SOMs Using Random Hyperplane Trees. PRICAI 2014: 39-51 - [c4]José María Andrade, César A. Astudillo, Rodrigo Paredes:
Metric Space Searching Based on Random Bisectors and Binary Fingerprints. SISAP 2014: 50-57 - 2013
- [j2]César A. Astudillo, B. John Oommen:
On achieving semi-supervised pattern recognition by utilizing tree-based SOMs. Pattern Recognit. 46(1): 293-304 (2013) - 2011
- [j1]César A. Astudillo, B. John Oommen:
Imposing tree-based topologies onto self organizing maps. Inf. Sci. 181(18): 3798-3815 (2011) - [c3]César A. Astudillo, B. John Oommen:
Semi-Supervised Classification Using Tree-Based Self-Organizing Maps. Australasian Conference on Artificial Intelligence 2011: 21-30 - [c2]Sterling Somers, Jonathan Gagné, César A. Astudillo, Jim Davies:
Using semantic similarity to predict angle and distance of objects in images. Creativity & Cognition 2011: 217-222
2000 – 2009
- 2009
- [c1]César A. Astudillo, B. John Oommen:
On Using Adaptive Binary Search Trees to Enhance Self Organizing Maps. Australasian Conference on Artificial Intelligence 2009: 199-209 - [p1]César A. Astudillo, B. John Oommen:
A Novel Self Organizing Map Which Utilizes Imposed Tree-Based Topologies. Computer Recognition Systems 3 2009: 169-178
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