LuNet: A Deep Neural Network for Network Intrusion Detection
Wu, Peilun, Guo, Hui
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Color Constancy Convolutional Autoencoder
Laakom, Firas, Raitoharju, Jenni, Iosifidis, Alexandros, Nikkanen, Jarno, Gabbouj, Moncef
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Forecasting Day-ahead Electricity Prices with A SARIMAX Model
McHugh, Catherine, Coleman, Sonya, Kerr, Dermot, McGlynn, Daniel
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Hyperparameter Optimisation for Improving Classification under Class Imbalance
Kong, Jiawen, Kowalczyk, Wojtek, Nguyen, Duc Anh, Back, Thomas, Menzel, Stefan
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Gesture Recognition Intermediary Robot for Abnormality Detection in Human Activities
Yahaya, Salisu Wada, Lotfi, Ahmad, Mahmud, Mufti, Machado, Pedro, Kubota, Naoyuki
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
A Comparative Study of State-of-the-Art Machine Learning Algorithms for Predictive Maintenance
Silvestrin, Luis P., Hoogendoorn, Mark, Koole, Ger
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Remaining Useful Life Prediction of Machining Tools by 1D-CNN LSTM Network
Niu, Jiahe, Liu, Chongdang, Zhang, Linxuan, Liao, Yuan
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Epileptic Seizure Prediction from EEG Signals Using DenseNet
Jana, Ranjan, Bhattacharyya, Siddhartha, Das, Swagatam
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
A Multi-recurrent Network for Crude Oil Price Prediction
Orojo, Oluwatamilore, Tepper, Jonathan, McGinnity, T.M., Mahmud, Mufti
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
When and How to Transfer Knowledge in Dynamic Multi-objective Optimization
Ruan, Gan, Minku, Leandro L., Menzel, Stefan, Sendhoff, Bernhard, Yao, Xin
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Alternative Loss Functions in AlphaZero-like Self-play
Wang, Hui, Emmerich, Michael, Preuss, Mike, Plaat, Aske
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Parallel Ant Colony Optimization for the Electric Vehicle Routing Problem
Mavrovouniotis, Michalis, Li, Changhe, Ellinas, Georgios, Polycarpou, Marios
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Automated Machine Learning for Short-term Electric Load Forecasting
Wang, Can, Back, Thomas, Hoos, Holger H., Baratchi, Mitra, Limmer, Steffen, Olhofer, Markus
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Evolving Efficient Deep Neural Networks for Real-time Object Recognition
Lan, Gongjin, de Vries, Lucas, Wang, Shuai
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Domination-Based Ordinal Regression for Expensive Multi-Objective Optimization
Yu, Xunzhao, Yao, Xin, Wang, Yan, Zhu, Ling, Filev, Dimitar
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces
Jiang, Xue, Zhang, Xiao, Wu, Dongrui
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
Evolving Structures in Complex Systems
Cisneros, Hugo, Sivic, Josef, Mikolov, Tomas
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding
An Evolutionary Computation Approach for Smart Grid Cascading Failure Vulnerability Analysis
Jiang, He, Wang, Zhenhua, He, Haibo
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
Published in 2019 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2019)
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Conference Proceeding