Extreme learning machine for missing data using multiple imputations von Sovilj, Dušan, Eirola, Emil, Miche, Yoan, Björk, Kaj-Mikael, Nian, Rui, Akusok, Anton, Lendasse, Amaury

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Measuring and Mitigating the Costs of Attentional Switches in Active Network Monitoring for Cybersecurity von Kortschot, Sean W., Sovilj, Dusan, Jamieson, Greg A., Sanner, Scott, Carrasco, Chelsea, Soh, Harold

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Deep Learning with Microfluidics for Biotechnology von Riordon, Jason, Sovilj, Dušan, Sanner, Scott, Sinton, David, Young, Edmond W.K.

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A comparative evaluation of unsupervised deep architectures for intrusion detection in sequential data streams von Sovilj, Dušan, Budnarain, Paul, Sanner, Scott, Salmon, Geoff, Rao, Mohan

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RANK: AI-Assisted End-to-End Architecture for Detecting Persistent Attacks in Enterprise Networks von Soliman, Hazem M., Sovilj, Dusan, Salmon, Geoff, Rao, Mohan, Mayya, Niranjan

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Investigating the Influence of Feature Sources for Malicious Website Detection von Chaiban, Ahmad, Sovilj, Dušan, Soliman, Hazem, Salmon, Geoff, Lin, Xiaodong

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Fast Feature Selection in a GPU Cluster Using the Delta Test von Guillen, Alberto, Arenas, M Isabel Garcia, VanHeeswijk, Mark, Sovilj, Dusan, Lendasse, Amaury, Herrera, Luis Javier, Pomares, Hector, Rojas, Ignacio

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Comparison of combining methods using Extreme Learning Machines under small sample scenario von Sovilj, Dušan, Björk, Kaj-Mikael, Lendasse, Amaury

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Approximate k-NN delta test minimization method using genetic algorithms: Application to time series von Mateo, Fernando, Sovilj, Dušan, Gadea, Rafael

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Advancing Malicious Website Identification: A Machine Learning Approach Using Granular Feature Analysis von Tran, Kinh, Sovilj, Dusan

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OPELM and OPKNN in long-term prediction of time series using projected input data von Sovilj, Dušan, Sorjamaa, Antti, Yu, Qi, Miche, Yoan, Séverin, Eric

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Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models von Eirola, Emil, Gritsenko, Andrey, Akusok, Anton, Björk, Kaj-Mikael, Miche, Yoan, Sovilj, Dušan, Nian, Rui, He, Bo, Lendasse, Amaury

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Climate induced changes in benthic macrofauna—A non-linear model approach von Junker, Karin, Sovilj, Dusan, Kröncke, Ingrid, Dippner, Joachim W.

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Multistart Strategy Using Delta Test for Variable Selection von Sovilj, Dušan

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Advancing Malicious Website Identification: A Machine Learning Approach Using Granular Feature Analysis von Tran, Kinh, Sovilj, Dusan

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RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks von Mateo, Fernando, Sovilj, Dus̆an, Gadea, Rafael, Lendasse, Amaury

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Extending Extreme Learning Machine with Combination Layer von Sovilj, Dušan, Lendasse, Amaury, Simula, Olli

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Extending Self-Organizing Maps with uncertainty information of probabilistic PCA von Sovilj, Dusan, Raiko, Tapani, Oja, Erkki

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RANK: AI-assisted End-to-End Architecture for Detecting Persistent Attacks in Enterprise Networks von Soliman, Hazem M, Salmon, Geoff, Sovilj, Dušan, Rao, Mohan

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RANK: AI-assisted End-to-End Architecture for Detecting Persistent Attacks in Enterprise Networks von Soliman, Hazem M, Salmon, Geoff, Sovilj, Dušan, Rao, Mohan

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