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ORCIDProgress in Artificial Intelligence, Volume 2
Volume 2, Number 1, March 2013
- Diego Peteiro-Barral, Bertha Guijarro-Berdiñas:
A survey of methods for distributed machine learning. 1-11 - Fernando Fernández
, Manuela M. Veloso:
Learning domain structure through probabilistic policy reuse in reinforcement learning. 13-27 - Nicolás García-Pedrajas, César Ignacio García-Osorio:
Boosting for class-imbalanced datasets using genetically evolved supervised non-linear projections. 29-44 - Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez:
The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets. 45-63 - Ludmila I. Kuncheva, Juan José Rodríguez Diez:
Interval feature extraction for classification of event-related potentials (ERP) in EEG data analysis. 65-72 - Naganjaneyulu Satuluri, Mrithyumjaya Rao Kuppa:
A novel framework for class imbalance learning using intelligent under-sampling. 73-84 - Adrián Pérez-Suay, Francesc J. Ferri, Miguel Arevalillo-Herráez:
Passive-aggressive online distance metric learning and extensions. 85-96
Volume 2, Numbers 2-3, June 2014
- Vasudha Bhatnagar, Manju Bhardwaj, Shivam Sharma, Sufyan Haroon:
Accuracy-diversity based pruning of classifier ensembles. 97-111 - Hadi Fanaee-T, João Gama:
Event labeling combining ensemble detectors and background knowledge. 113-127 - Amita Jain, Kanika Mittal, Devendra K. Tayal:
Automatically incorporating context meaning for query expansion using graph connectivity measures. 129-139 - Antonio Fernández, José A. Gámez, Rafael Rumí, Antonio Salmerón:
Data clustering using hidden variables in hybrid Bayesian networks. 141-152 - Yugal Kumar, Gadadhar Sahoo:
A charged system search approach for data clustering. 153-166 - Abdolreza Hatamlou:
Heart: a novel optimization algorithm for cluster analysis. 167-173
Volume 2, Number 4, July 2014
- José Torres-Jiménez, Juan Pavón:
Applications of metaheuristics in real-life problems. 175-176 - Mario Rodríguez-Molins, Laura Paola Ingolotti, Federico Barber, Miguel A. Salido, María R. Sierra, Jorge Puente:
A genetic algorithm for robust berth allocation and quay crane assignment. 177-192 - Oscar José Alejo Machado, Juan M. Fernández-Luna, Juan F. Huete, Eduardo R. Concepción Morales:
Fisherman search procedure. 193-203 - Tiago P. F. de Lima, Adenilton J. da Silva, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira:
An automatic methodology for construction of multi-classifier systems based on the combination of selection and fusion. 205-215 - Jonatan Gómez, Elizabeth León, Olfa Nasraoui, Fabián Giraldo:
The Parameter-less Randomized Gravitational Clustering algorithm with online clusters' structure characterization. 217-236 - Nelson Rangel-Valdez, Jorge Omar Jasso-Luna, Mario Humberto Rodriguez-Chavez, Gustavo Bujano-Guzman:
Practical relaxation of a special case of the Curriculum-Based Course Timetabling problem. 237-248
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