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Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning Journal article
Future Generation Computer Systems, 2022,Volume: 133,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/13
Algorithm  Classification Model Training  Deep Learning  Machine Learning  Medical Dataset  Multi-class Classification  Parameter Optimization  Radiological Images Recognition  
An automatic multi-view disease detection system via Collective Deep Region-based Feature Representation Journal article
Future Generation Computer Systems, 2021,Volume: 115,Page: 59-75
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/11
Disease Detection System  Feature Representation  Image Segmentation  Medical Biometrics  Multi-view Learning  
A novel trust mechanism based on Fog Computing in Sensor–Cloud System Journal article
Future Generation Computer Systems, 2020,Volume: 109,Page: 573-582
Authors:  Wang, Tian;  Zhang, Guangxue;  Bhuiyan, MD Zakirul Alam;  Liu, Anfeng;  Jia, Weijia;  Xie, Mande
Favorite |  | TC[WOS]:80 TC[Scopus]:76 | Submit date:2021/12/06
Edge Node  Fog Computing  Misjudgment Node  Sensor–cloud  Trust Mechanism  
Adaptive parameter estimation of GMM and its application in clustering Journal article
Future Generation Computer Systems, 2020,Volume: 106,Page: 250-259
Authors:  Zhao, Linchang;  Shang, Zhaowei;  Tan, Jin;  Luo, Xiaoliu;  Zhang, Taiping;  Wei, Yu;  Tang, Yuan Yan
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2021/12/06
Machine Learning  Parameter Estimation  Data Clustering  Variational Bayesian Expected Maximum  
A novel machine natural language mediation for semantic document exchange in smart city Journal article
Future Generation Computer Systems, 2020,Volume: 102,Page: 810-826
Authors:  Qin,Peng;  Guo,Jingzhi
Favorite |  | TC[WOS]:9 TC[Scopus]:12 | Submit date:2021/03/11
Natural Language Processing  Semantic Document Exchange  Smart City  Universal Grammar  
A cost-sensitive meta-learning classifier: SPFCNN-Miner Journal article
Future Generation Computer Systems, 2019,Volume: 100,Page: 1031-1043
Authors:  Zhao, Linchang;  Shang, Zhaowei;  Qin, Anyong;  Zhang, Taiping;  Zhao, Ling;  Wei, Yu;  Tang, Yuan Yan
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2022/05/17
Cost-sensitive learning  Data mining  Few-shot learning  Machine learning  Meta learning  Siamese parallel fully-connected networks  
Simulation framework of ubiquitous network environments for designing diverse network robots Journal article
Future Generation Computer Systems, 2016,Volume: 76,Page: 468-473
Authors:  Seoungjae Cho;  Simon Fong;  Yong Woon Park;  Kyungeun Cho
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2018/10/30
Human-robot Interaction  Network Robot  Planning  Reinforcement Learning  Simulation  Smart Home  
An adaptive meta-heuristic search for the internet of things Journal article
Future Generation Computer Systems, 2015,Volume: 76,Page: 486-494
Authors:  Mohammad Ebrahimi;  Elaheh ShafieiBavani;  Raymond K. Wong;  Simon Fong;  Jinan Fiaidhi
Favorite |  | TC[WOS]:21 TC[Scopus]:26 | Submit date:2018/10/30
Internet Of Things  Context-aware Sensor Search  Ant-based Clustering  
Discovering the core semantics of event from social media Journal article
Future Generation Computer Systems, 2015,Volume: 64,Page: 175-185
Authors:  Weidong Liu;  Xiangfeng Luo;  Zhiguo Gong;  Junyu Xuan;  Ngai Meng Kou;  Zheng Xu
Favorite |  | TC[WOS]:14 TC[Scopus]:13 | Submit date:2018/11/06
Coresemantics  Semantic Link Network  Information Gradient  
Visualizing large-scale human collaboration in Wikipedia Journal article
Future Generation Computer Systems, 2014,Volume: 31,Issue: 1,Page: 120-133
Authors:  Robert P. Biuk-Aghai;  Cheong-Iao Pang;  Yain-Whar Si
Favorite |  | TC[WOS]:12 TC[Scopus]:20 | Submit date:2019/02/14
Category  Co-authoring  Information Visualization  Visualization Of Collaborative Processes & Applications  Wikipedia