Issue 1/2019
Content (10 Articles)
Review
A snapshot on nonstandard supervised learning problems: taxonomy, relationships, problem transformations and algorithm adaptations
David Charte, Francisco Charte, Salvador García, Francisco Herrera
Review
A comparative study of the evolutionary many-objective algorithms
Haitong Zhao, Changsheng Zhang, Jiaxu Ning, Bin Zhang, Peng Sun, Yunfei Feng
Review
A review of different cost-based distributed query optimizers
Manik Sharma, Gurvinder Singh, Rajinder Singh
Regular Paper
Gene selection and disease prediction from gene expression data using a two-stage hetero-associative memory
Laura Cleofas-Sánchez, J. Salvador Sánchez, Vicente García
Regular Paper
Conditional multichannel generative adversarial networks with an application to traffic signs representation learning
Farzin Ghorban, Narges Milani, Daniel Schugk, Lutz Roese-Koerner, Yu Su, Dennis Müller, Anton Kummert
Regular Paper
Integrating fitness predator optimizer with multi-objective PSO for dynamic partitional clustering
Jay Prakash, Pramod Kumar Singh, Avadh Kishor
Regular Paper
Optimizing novelty and diversity in recommendations
Jorge Díez, David Martínez-Rego, Amparo Alonso-Betanzos, Oscar Luaces, Antonio Bahamonde
Regular Paper
SLANGZY: a fuzzy logic-based algorithm for English slang meaning selection
Anshita Gupta, Sanya Bathla Taneja, Garima Malik, Sonakshi Vij, Devendra K. Tayal, Amita Jain
Regular Paper
Fuzzy clustering-based semi-supervised approach for outlier detection in big text data
Farek Lazhar
Regular Paper
Path planning of a mobile robot in a free-space environment using Q-learning
Jianxun Jiang, Jianbin Xin