A hierarchical intrusion detection model based on the PCA neural networks G Liu, Z Yi, S Yang
Neurocomputing 70 (7-9), 1561-1568, 2007
219 2007 Collaborative computation offloading and resource allocation in multi-UAV-assisted IoT networks: A deep reinforcement learning approach AM Seid, GO Boateng, S Anokye, T Kwantwi, G Sun, G Liu
IEEE Internet of Things Journal 8 (15), 12203-12218, 2021
189 2021 Consensus mechanism for blockchain-enabled vehicle-to-vehicle energy trading in the internet of electric vehicles HN Abishu, AM Seid, YH Yacob, T Ayall, G Sun, G Liu
IEEE Transactions on Vehicular Technology 71 (1), 946-960, 2021
118 2021 Autonomous resource provisioning and resource customization for mixed traffics in virtualized radio access network G Sun, K Xiong, GO Boateng, D Ayepah-Mensah, G Liu, W Jiang
IEEE Systems Journal 13 (3), 2454-2465, 2019
94 2019 Autonomous resource slicing for virtualized vehicular networks with D2D communications based on deep reinforcement learning G Sun, GO Boateng, D Ayepah-Mensah, G Liu, J Wei
IEEE systems journal 14 (4), 4694-4705, 2020
70 2020 Resource slicing and customization in RAN with dueling deep Q-network G Sun, K Xiong, GO Boateng, G Liu, W Jiang
Journal of Network and Computer Applications 157, 102573, 2020
64 2020 DeepSecure: Detection of distributed denial of service attacks on 5G network slicing—Deep learning approach NAE Kuadey, GT Maale, T Kwantwi, G Sun, G Liu
IEEE Wireless Communications Letters 11 (3), 488-492, 2021
60 2021 Training-based gradient LBP feature models for multiresolution texture classification L Ji, Y Ren, G Liu, X Pu
IEEE Transactions on Cybernetics 48 (9), 2683-2696, 2017
53 2017 Blockchain-enabled resource trading and deep reinforcement learning-based autonomous RAN slicing in 5G GO Boateng, D Ayepah-Mensah, DM Doe, A Mohammed, G Sun, G Liu
IEEE Transactions on Network and Service Management 19 (1), 216-227, 2021
51 2021 Consortium blockchain-based spectrum trading for network slicing in 5G RAN: A multi-agent deep reinforcement learning approach GO Boateng, G Sun, DA Mensah, DM Doe, R Ou, G Liu
IEEE Transactions on Mobile Computing, 2022
49 2022 Human-Level Control Through Directly Trained Deep Spiking G Liu, W Deng, X Xie, L Huang, H Tang
IEEE Transactions on Cybernetics, 2022
42 2022 A deep learning approach for insulator instance segmentation and defect detection E Antwi-Bekoe, G Liu, JP Ainam, G Sun, X Xie
Neural Computing and Applications 34 (9), 7253-7269, 2022
35 2022 Revised reinforcement learning based on anchor graph hashing for autonomous cell activation in cloud-RANs G Sun, T Zhan, BG Owusu, AM Daniel, G Liu, W Jiang
Future Generation Computer Systems 104, 60-73, 2020
34 2020 Direction-sensitive relation extraction using bi-sdp attention model H Wang, K Qin, G Lu, G Luo, G Liu
Knowledge-Based Systems 198, 105928, 2020
33 2020 Detection of microaneurysms in fundus images based on an attention mechanism L Zhang, S Feng, G Duan, Y Li, G Liu
Genes 10 (10), 817, 2019
33 2019 Median local ternary patterns optimized with rotation-invariant uniform-three mapping for noisy texture classification L Ji, Y Ren, X Pu, G Liu
Pattern Recognition 79, 387-401, 2018
30 2018 Effective transfer learning algorithm in spiking neural networks Q Zhan, G Liu, X Xie, G Sun, H Tang
IEEE Transactions on Cybernetics 52 (12), 13323-13335, 2021
28 2021 An efficient supervised training algorithm for multilayer spiking neural networks X Xie, H Qu, G Liu, M Zhang, J Kurths
PloS one 11 (4), e0150329, 2016
28 2016 Intrusion detection using PCASOM neural networks G Liu, Z Yi
International Symposium on Neural Networks, 240-245, 2006
26 2006 Efficient training of supervised spiking neural networks via the normalized perceptron based learning rule X Xie, H Qu, G Liu, M Zhang
Neurocomputing 241, 152-163, 2017
25 2017 