作者： Wang, Yiou¹;Ding, Gangyi¹;Liu, Tianyuan¹;Meng, Jun¹;Shen, Chen¹; （¹Digital Performance and Simulation Technology Lab., School of Software, Beijing Institute of Technology, Beijing, 100081, China）

出处： Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology 2016 Vol.36 No.11 P1141-1146

摘要： To solve adaptability problems of the reservoirs of echo state network in complicated conditions, such as suffering from random faults and deliberate ...

作者： Wang, Yiou¹;Ding, Gangyi¹;Liu, Tianyuan¹;Liu, Laiyang¹;Meng, Jun¹;Hou, Ankun¹; （¹Digital Performance and Simulation Technology Lab., School of Software, Beijing Institute of Technology, Beijing, 100081, China）

出处： Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology 2016 Vol.36 No.5 P502-507

摘要： For adaptability problems of the reservoir, a composite echo state network (CESN) model was proposed. The small-world scale-free evolving state reserv ...

作者： WANG Shuliang，WANG Dakui，LI Caoyuan，LI Yan，DING Gangyi （International School of Software,Wuhan University；School of Software,Beijing Institute of Technology）

出处： Chinese Journal of Electronics 2016 第25卷 第3期 P397-402

关键词： clustering；automatically；instead；entropy；noisy；quickly；kernel；empirical；calculating；similarity

摘要： A clustering algorithm named “Clustering by fast search and find of density peaks” is for finding the centers of clusters quickly. Its accuracy excess ...

作者： Rui Ma，Daguang Wang，Changzhen Hu，Wendong Ji，Jingfeng Xue （Beijing Key Laboratory of Software Security Engineering Technology, School of Software, Beijing Institute of Technology）

出处： 清华大学学报(自然科学版)(英文版) 2016 第3期 P352-360

关键词： fuzzing；stateful；network；protocol；test；data；generation；rule-based；state；machine；stateful；rule；tree

摘要： To improve the efficiency and coverage of stateful network protocol fuzzing, this paper proposes a new method, using a rule-based state machine and a ...

作者： Rui Zhang;Gangyi Ding;Peng Mei （School of software, Beijing Institute of Technology）

出处： Revista Tecnica de la Facultad de Ingenieria Universidad del Zulia 2016 Vol.39 No.4 P205-212

关键词： Three Dimensional Model Classification;Three Dimensional Model Retrieval;Semantic Retrieval;Deep Convolutional Neural Networks Ensemble

摘要： In view of the individual neural network it is hard to have sufficient optimization capacity and generalization capacity to the feature space of the c ...

作者： Yuan, Hanning;Wang, Shuliang;Yu, Yang;Zhong, Ming （School of Software, Beijing Institute of Technology, Beijing, 100081, China）

出处： Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2016 Vol.10086 P495-506

关键词： Affinity propagation;Clustering;Density-based clustering;Parameter free

摘要： In the clustering algorithms, it is a bottleneck to identify clusters with arbitrarily. In this paper, a new method DAPPFC (density-based affinity pro ...

作者： Ma, Hailin¹;Deng, Ning¹;Xu, Zhiheng¹;Wang, Yuzhe¹;Shang, Yingjie¹;Yang, Xu²;He, Hu¹; （¹Institute of Microelectronics, Tsinghua University, Beijing, China;²School of Software, Beijing Institute of Technology, Beijing, China）

出处： Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2016 Vol.9886 P533

关键词： GPU;Neural network;Parallel processing

摘要： Neural network is one of the mainstream interests in artificial intelligence research. However, neurons in most artificial neural networks are in a fi ...

作者： TIAN Donghai¹;JIA Xiaoqi²;CHEN Junhua³;HU Changzhen¹; （¹Beijing Key Laboratory of Software Security Engineering Technique,School of Software,Beijing Institute of Technology;²State Key Laboratory of Information Security,Institute of Information Engineering,Chinese Academy of Sciences;³Key Laboratory of IOT Application Technology of Universities in Yunnan Province,Yunnan Minzu University）

出处： 中国通信 2016 第1期 P113-123

关键词： utilize；kernel；concurrent；overhead；execution；monitor；prototype；deploy；combine；environments

摘要： Recently,virtualization technologies have been widely used in industry.In order to monitor the security of target systems in virtualization environmen ...

作者： Shuliang Wang，Ying Li，Dakui Wang （State Key Laboratory of Information Engineering in Surveying，Mapping and Remote Sensing (LIESMARS)，Wuhan University，Wuhan，China；School of Software，Beijing Institute of Technology，Beijing，China；State Key Laboratory of Information Engineering in Surveying，Mapping and Remote Sensing (LIESMARS)，Wuhan University，Wuhan，China；International School of Software，Wuhan University，Wuhan，China）

出处： 地球空间信息科学学报(英文版) 2016 第19卷 第2期 P中插2

关键词： Physical；FIELD；DATA；FIELD；big；DATA；MINING；FEATURE；selection；HIERARCHICAL；CLUSTERING；recognition；of；face；expression

摘要： Big data is a highlighted challenge for many fields with the rapid expansion of large-volume, complex, and fast-growing sources of data. Mining from b ...

作者： Hongchen Guo，Qiliang Liang，Zhiqiang Li （Network Information Technology Centre,Beijing Institute of Technology；School of Software,Beijing Institute of Technology）

出处： 2016 IEEE Advanced Information Management,Communicates,Electronic and Automation Control Conference(IMCEC 2016) 中国陕西西安 2016

会议录： Proceedings of 2016 IEEE Advanced Information Management,Communicates,Electronic and Automation Control Conference(IMCEC 2016)

摘要： Topic models such as LDA have been widely used to capture latent topics in textual collections.Due to the large scale of data,researchers begin to pay ...