Browsing byAuthorGabrys, B

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Issue DateTitleAuthor(s)
2020-10-04Forty years of computers & chemical engineering: A bibliometric analysisModak, NM; Lobos, V; Merigó, JM; Gabrys, B; Lee, JH
2020-05-14Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A surveySkarding, J; Gabrys, B; Musial, K
2021-01-01Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A surveySkardinga, J; Gabrys, B; Musial, K
2023-12-01Harnessing data augmentation to quantify uncertainty in the early estimation of single-photon source qualityKedziora, DJ; Musial, A; Rudno-Rudzinski, W; Gabrys, B
2021-01-01Hyperbox-based machine learning algorithms: a comprehensive surveyKhuat, TT; Ruta, D; Gabrys, B
2023-07-01hyperbox-brain: A Python toolbox for hyperbox-based machine learning algorithmsKhuat, TT; Gabrys, B
2022-10-06hyperbox-brain: A Toolbox for Hyperbox-based Machine Learning AlgorithmsKhuat, TT; Gabrys, B
2016-11-14Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detectionHe, H; Tiwari, A; Mehnen, J; Watson, T; Maple, C; Jin, Y; Gabrys, B
2016-01-01Local Learning for Multi-layer, Multi-component Predictive SystemAl-Jubouri, B; Gabrys, B; Howlett, RJ; Jain, LC; Gabrys, B; Toro, C; Lim, CP
2006-01Managing emergent processesDebenham, JK; Simoff, SJ; Gabrys, B; Howlett, RJ; Jain, LC
2021-01-01Measuring Quadrangle Formation in Complex NetworksJia, M; Gabrys, B; Musial, K
2020-11-21Measuring Quadrangle Formation in Complex NetworksJia, M; Gabrys, B; Musial, K
2019-01-01A Meta-Reinforcement Learning Approach to Optimize Parameters and Hyper-parameters SimultaneouslyAli, AR; Budka, M; Gabrys, B
2014-01-15Mixed simulation-state estimation of water distribution systems based on a least squares loop flows state estimatorArsene, CTC; Gabrys, B
2020-08-23Multi-level Graph Convolutional Networks for Cross-platform Anchor Link PredictionChen, H; Yin, H; Sun, X; Chen, T; Gabrys, B; Musial, K
2017-01-04Multiple adaptive mechanisms for data-driven soft sensorsBakirov, R; Gabrys, B; Fay, D
2021-01-26NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size.Dong, X; Liu, L; Musial, K; Gabrys, B
2022-08-08On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine LearningKedziora, DJ; Nguyen, T-D; Musial, K; Gabrys, B
2024-04-01On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learningKedziora, DJ; Nguyen, TD; Musial, K; Gabrys, B
2023On the Effectiveness of Heterogeneous Ensembles Combining Graph Neural Networks and Heuristics for Dynamic Link PredictionSkarding, J; Gabrys, B; Musial, K