Minimising the delta test for variable selection in regression problems. - Alberto Guillén; Dusan Sovilj; Amaury Lendasse; Fernando Mateo; Ignacio Rojas (Int. J. High Perform. Syst. Archit., 2008)

RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks. - Fernando Mateo; Dusan Sovilj; Rafael Gadea Gironés; Amaury Lendasse (IWANN (1), 2009)

Extending Self-Organizing Maps with uncertainty information of probabilistic PCA. - Dusan Sovilj; Tapani Raiko; Erkki Oja (IJCNN, 2010)

Approximate k-NN delta test minimization method using genetic algorithms: Application to time series. - Fernando Mateo; Dusan Sovilj; Rafael Gadea Gironés (Neurocomputing, 2010)

OPELM and OPKNN in long-term prediction of time series using projected input data. - Dusan Sovilj; Antti Sorjamaa; Qi Yu 004; Yoan Miche; Eric Séverin (Neurocomputing, 2010)

Multistart Strategy Using Delta Test for Variable Selection. - Dusan Sovilj (ICANN (2), 2011)

Variable Selection in a GPU Cluster Using Delta Test. - Alberto Guillén; Mark van Heeswijk; Dusan Sovilj; Maribel García Arenas; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas (IWANN (1), 2011)

Relevance learning for time series inspection. - Andrej Gisbrecht; Dusan Sovilj; Barbara Hammer; Amaury Lendasse (ESANN, 2012)

Evolutive Approaches for Variable Selection Using a Non-parametric Noise Estimator. - Alberto Guillén; Dusan Sovilj; Mark van Heeswijk; Luis Javier Herrera; Amaury Lendasse; Héctor Pomares; Ignacio Rojas (Parallel Architectures and Bioinspired Algorithms, 2012)

Extending Extreme Learning Machine with Combination Layer. - Dusan Sovilj; Amaury Lendasse; Olli Simula (IWANN (1), 2013)

Using extreme learning machine for intrusion detection in a big data environment. - Junlong Xiang; Magnus Westerlund; Dusan Sovilj; Göran Pulkkis (AISec@CCS, 2014)

Fast Feature Selection in a GPU Cluster Using the Delta Test. - Alberto Guillén; M. Isabel García Arenas; Mark van Heeswijk; Dusan Sovilj; Amaury Lendasse; Luis Javier Herrera; Héctor Pomares; Ignacio Rojas (Entropy, 2014)

Learning Methods for Variable Selection and Time Series Prediction. - Dusan Sovilj (2014)

Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models. - Emil Eirola; Andrey Gritsenko; Anton Akusok; Kaj-Mikael Björk; Yoan Miche; Dusan Sovilj; Rui Nian; Bo He 002; Amaury Lendasse (IWANN (2), 2015)

Comparison of combining methods using Extreme Learning Machines under small sample scenario. - Dusan Sovilj; Kaj-Mikael Björk; Amaury Lendasse (Neurocomputing, 2016)

Extreme learning machine for missing data using multiple imputations. - Dusan Sovilj; Emil Eirola; Yoan Miche; Kaj-Mikael Björk; Rui Nian; Anton Akusok; Amaury Lendasse (Neurocomputing, 2016)

An open source adaptive user interface for network monitoring. - Sean W. Kortschot; Dusan Sovilj; Harold Soh; Greg A. Jamieson; Scott Sanner; Chelsea Carrasco; Scott Ralph; Scott Langevin (SMC, 2017)

Collaborative Filtering with Behavioral Models. - Dusan Sovilj; Scott Sanner; Harold Soh; Hanze Li (UMAP, 2018)

Measuring and Mitigating the Costs of Attentional Switches in Active Network Monitoring for Cybersecurity. - Sean W. Kortschot; Dusan Sovilj; Greg A. Jamieson; Scott Sanner; Chelsea Carrasco; Harold Soh (Hum. Factors, 2018)

A Graph Neural Network Approach for Scalable and Dynamic IP Similarity in Enterprise Networks. - Hazem M. Soliman; Geoff Salmon; Dusan Sovilj; Mohan Rao (CloudNet, 2020)

A comparative evaluation of unsupervised deep architectures for intrusion detection in sequential data streams. - Dusan Sovilj; Paul Budnarain; Scott Sanner; Geoff Salmon; Mohan Rao (Expert Syst. Appl., 2020)

RANK: AI-assisted End-to-End Architecture for Detecting Persistent Attacks in Enterprise Networks. - Hazem M. Soliman; Geoff Salmon; Dusan Sovilj; Mohan Rao (CoRR, 2021)

Advancing Malicious Website Identification: A Machine Learning Approach Using Granular Feature Analysis. - Kinh Tran; Dusan Sovilj (CoRR, 2024)

RANK: AI-Assisted End-to-End Architecture for Detecting Persistent Attacks in Enterprise Networks. - Hazem M. Soliman; Dusan Sovilj; Geoff Salmon; Mohan Rao; Niranjan Mayya (IEEE Trans. Dependable Secur. Comput., 2024)