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Locality-aware and Fault-tolerant Batching for Machine Learning on Distributed Datasets Journal article
Liu, Liu, Ding, Zhijun, Cheng, Dazhao, Zhou, Xiaobo. Locality-aware and Fault-tolerant Batching for Machine Learning on Distributed Datasets[J]. IEEE Transactions on Cloud Computing, 2024, 12(2), 370-387.
Authors:  Liu, Liu;  Ding, Zhijun;  Cheng, Dazhao;  Zhou, Xiaobo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/4.6 | Submit date：2024/05/16
Adaptation Models  Byzantine Gradient  Computational Modeling  Data Models  Distributed Databases  Distributed Dataset  Graphics Processing Units  Load Management  Machine Learning Training  Straggler  Training  
EEG-based Emotion Recognition via Channel-wise Attention and Self Attention Journal article
Tao,Wei, Li,Chang, Song,Rencheng, Cheng,Juan, Liu,Yu, Wan,Feng, Chen,Xun. EEG-based Emotion Recognition via Channel-wise Attention and Self Attention[J]. IEEE Transactions on Affective Computing, 2023, 14(1), 382 - 393.
Authors:  Tao,Wei;  Li,Chang;  Song,Rencheng;  Cheng,Juan;  Liu,Yu; et al.
Favorite | TC[WOS]:226 TC[Scopus]:199  IF:9.6/11.0 | Submit date：2021/03/11
Channel-wise Attention  Convolution  Data Mining  Databases  Electroencephalogram (Eeg)  Electroencephalography  Emotion Recognition  Emotion Recognition  Feature Extraction  Self-attention  Task Analysis  
Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion Journal article
Li, Yuanman, Zhou, Jiantao, Chen, Junyang, Tian, Jinyu, Dong, Li, Li, Xia. Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion[J]. IEEE Transactions on Computational Social Systems, 2022, 9(6), 1830-1841.
Authors:  Li, Yuanman;  Zhou, Jiantao;  Chen, Junyang;  Tian, Jinyu;  Dong, Li; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:4.5/4.6 | Submit date：2022/05/13
Data Models  Distributed Databases  Entropy  Gaussian Noise  Information-theoretic Learning (Itl)  Laplace Equations  Noise Of Social Data  Optimization  Robustness  Robustness Of Social Systems  Surveillance Video Modeling.  
UGRoadUpd: An Unchanged-Guided Historical Road Database Updating Framework Based on Bi-Temporal Remote Sensing Images Journal article
Zhou, Mingting, Sui, Haigang, Chen, Shanxiong, Chen, Xu, Wang, Wenqing, Wang, Jianxun, Liu, Junyi. UGRoadUpd: An Unchanged-Guided Historical Road Database Updating Framework Based on Bi-Temporal Remote Sensing Images[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23(11), 21465-21477.
Authors:  Zhou, Mingting;  Sui, Haigang;  Chen, Shanxiong;  Chen, Xu;  Wang, Wenqing; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.9/8.3 | Submit date：2022/08/05
Benchmark Testing  Databases  Deep Learning  Dominant-transformer  Feature Extraction  Image Segmentation  Remote Sensing  Road Change Detection Datasets  Road Network Change Detection  Road Network Update  Roads  
Multi-tier Workload Consolidations in the Cloud:Profiling, Modeling and Optimization Journal article
Ye, K., Shen, H., Wang, Y., Xu, C.Z.. Multi-tier Workload Consolidations in the Cloud:Profiling, Modeling and Optimization[J]. IEEE Transactions on Cloud Computing, 2020, 1-13.
Authors:  Ye, K.;  Shen, H.;  Wang, Y.;  Xu, C.Z.
Favorite |   IF:5.3/4.6 | Submit date：2022/01/26
Cloud computing  Optimization  Servers  Time factors  Databases  Measurement  Interference  
Does the Order of Attributes Play an Important Role in Classification? Conference paper
Tallón-Ballesteros, Antonio J., Fong, Simon, Leal-Díaz, Rocío. Does the Order of Attributes Play an Important Role in Classification?[C], 2019, 370-380.
Authors:  Tallón-Ballesteros, Antonio J.;  Fong, Simon;  Leal-Díaz, Rocío
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/23
Data Mining  Data Preparation  Feature Ranking  Feature Selection  Feature Sorting  Knowledge Discovery In Databases  
Crawling Hidden Objects with kNN Queries Journal article
Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei. Crawling Hidden Objects with kNN Queries[J]. IEEE Transactions on Knowledge and Data Engineering, 2016, 28(4), 912-924.
Authors:  Hui Yan;  Zhiguo Gong;  Nan Zhang;  Tao Huang;  Hua Zhong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:8.9/8.8 | Submit date：2019/02/12
Data Crawling  Hidden Databases  Knn Queries  Location Based Services  
Beyond millisecond latency kNN search on commodity machine Journal article
Liao B., Leong Hou U., Yiu M.L., Gong Z.. Beyond millisecond latency kNN search on commodity machine[J]. IEEE Transactions on Knowledge and Data Engineering, 2015, 27(10), 2618-2631.
Authors:  Liao B.;  Leong Hou U.;  Yiu M.L.;  Gong Z.
Favorite | TC[WOS]:5 TC[Scopus]:7 | Submit date：2019/02/12
Nearest Neighbor Searches  Overlay Networks  Spatial Databases  
G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks Journal article
Ruicheng Zhong, Guoliang Li, Kian-Lee Tan, Lizhu Zhou, Zhiguo Gong. G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks[J]. IEEE Transactions on Knowledge and Data Engineering, 2015, 27(8), 2175-2189.
Authors:  Ruicheng Zhong;  Guoliang Li;  Kian-Lee Tan;  Lizhu Zhou;  Zhiguo Gong
Favorite | TC[WOS]:115 TC[Scopus]:143  IF:8.9/8.8 | Submit date：2019/02/12
Index  Keyword Search  Knn Search  Road Network  Single-pair Shortest Path  Spatial Databases  
Aggregate estimation in hidden databases with checkbox interfaces Journal article
Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei. Aggregate estimation in hidden databases with checkbox interfaces[J]. IEEE Transactions on Knowledge and Data Engineering, 2015, 27(5), 1192-1204.
Authors:  Hui Yan;  Zhiguo Gong;  Nan Zhang;  Tao Huang;  Hua Zhong; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.9/8.8 | Submit date：2019/02/12
Aggregate Estimation  Checkbox  Hidden Databases  Weight Adjustment