Computer Science 2016 Issue 2 Research and Advances on Deep Learning

Research and Advances on Deep Learning
SUN Zhi-yuan;,LU Cheng-xiang;,SHI Zhong-zhi;,MA Gang;

..............page:1-8

Prediction Algorithm for Seasonal Satellite Parameters Based on Time Series Decomposition
ZHOU Feng;,PI De-chang;

..............page:9-12

Operational Architecture Modeling Based on Information Flow
YANG Ying-hui;,LI Jian-hua;,NAN Ming-li;,TIAN Yan-tao;

..............page:13-18

Research on Multi-source Heterogeneous Information Dynamic Integration Technology for Industrial-chain Coordination SaaS Platform
LV Rui;,WANG Shu-ying;,SUN Lin-fu;,PAN Hua;

..............page:19-25

Multi-pattern Matching Algorithm Based on Coding Association
ZHU Yong-qiang;,QIN Zhi-guang;

..............page:26-30

Comparison of Chinese Anaphora Resolution Models
ZHOU Xuan-yu;,LIU Juan;,LUO Fei;,LIU Yang;,YAN Han;

..............page:31-34,56

Fingerprint Focal Point Detection Method Based on Map of Cross Points' Weights
GUO Xi-feng;,ZHU En;,ZHOU Si-hang;,SHEN Xiao-long;,YIN Jian-ping;

..............page:35-37,46

Super-resolution Mapping Using Pixel-swapping Based on Integration of Coarse-scale Spatial Heterogeneity and Fine-scale Spatial Homogeneity
HU Jian-long;,LI De-yu;,BAI He-xiang;

..............page:38-40

Data Compression with Attribute Homomorphism in Information Systems
HAO Yan-bin;,GUO Xiao;,YANG Nai-ding;

..............page:41-46

Hyperspectral Remote Sensing Image Data Processing Research and Realization Based on CPU/GPU Heterogeneous Model
TANG Yuan-yuan;,ZHOU Hai-fang;,FANG Min-quan;,SHEN Xiao-long;

..............page:47-50,77

Recognition of Prosodic Phrases Based on Unlabeled Corpus and "Adhesion" Culling Strategy
QIAN Yi-li;,CAI Ying-ying;

..............page:51-56

Social Recommendation Combining Global and Dual Local Information
QIAN Fu-lan;,LI Qi-long;

..............page:57-59,94

Infrared Dim and Small Target Detection Based on Background Prediction by Wavelet Filter
JIAO Jiao;,XIE Yong-jie;,ZHANG Hua-liang;,ZHANG Song;

..............page:60-63

Capsule Defects Detection Based on Stacked Denoising Autoencoders
WANG Xian-bao;,HE Wen-xiu;,WANG Xin-gang;,YAO Ming-hai;,QIAN Yun-tao;

..............page:64-67

Rough Set Algebra of Multi-granulation
KONG Qing-zhao;,WEI Zeng-xin;

..............page:68-71

Improving Recommendation Diversity via Probabilistic Selection
ZHANG Dong;,CAI Guo-yong;,XIA Bin-bin;

..............page:72-77

Microblog Topic Evolution Algorithm Based on Retweeting Relationship
XU Wei;,ZHAO Bin;,JI Gen-lin;

..............page:78-82,100

Granularity Reduction of Variable Precision Pessimistic Multi-granulation Rough Set Based on Granularity Entropy of Lower Approximate Distribution
MENG Hui-li;,MA Yuan-yuan;,XU Jiu-cheng;

..............page:83-85,104

Improved WPR Algorithm Based on Referenced Frequency in Recent Search Cycle
WANG Xu-yang;,REN Guo-sheng;

..............page:86-88

Hyperspectral Image Classification Method Based on Watershed Segmentation and Sparse Representation
SHU Su;,YANG Ming;

..............page:89-94

Attribute Granulation Based on Attribute Discernibility and AP Clustering
ZHU Hong;,DING Shi-fei;

..............page:95-97,128

Homotopy Support Vector Machine
JIANG Jin-chao;,ZHANG Rui;

..............page:98-100

zhuan jia ji yu
wang wen jian ;, yu jian ;

..............page:封2

Algorithm to Determine Number of Clusters for Mixed Data Based on Prior Information
PANG Tian-jie;,ZHAO Xing-wang;

..............page:101-104

Face Enhancement Algorithm with Variable Illumination Based on Improved Retinex
DU Ming;,ZHAO Xiang-jun;

..............page:105-108,112

Distributed Localization Scheme Based on Virtual Force in Wireless Sensor Networks
XIONG Zhe;,JIA Jie;,CHEN Jian;

..............page:109-112

xMAS-based Formal Verification of SpaceWire Credit Logic
LI Yan-chun;,LI Xiao-juan;,GUAN Yong;,WANG Rui;,ZHANG Jie;,WEI Hong-xing;

..............page:113-117,134

Projection Based Algorithm for Link Prediction in Bipartite Network
GAO Man;,CHEN Ling;,XU Yong-cheng;

..............page:118-123,154

Update Strategy of Communities Information Based on Variable Half-lifes in Opportunistic Networks
YAN Yu-dao;,LIU Lin-feng;

..............page:124-128

Degrees of Freedom of Coexistence Network with Point-to-Point and Two-user Broadcast Channels
LIU Feng;,WANG Yuan-yuan;,ZENG Lian-sun;

..............page:129-134

Rumor Spreading Model Considering Conformity Phenomena in Complex Social Networks
ZHU Guan-hua;,JIANG Guo-ping;,XIA Ling-ling;

..............page:135-139,143

Fault Tolerant Regression Model for Sensing Data
ZUO Xiang-dong;,WANG Kun;,QIU Hui;

..............page:140-143

Low Delay Topology Control Algorithm Based on Delivery Ratio Constraint in Wireless Sensor Networks
KONG Shan-shan;,LIU Lin-feng;,CHEN Hang;

..............page:144-147,168

Identity Authentication Method Based on User's Mouse Behavior
XU Jian;,LI Ming-jie;,ZHOU Fu-cai;,XUE Rui;

..............page:148-154

Dynamic Symbolic Taint Analysis of Binary Programs
ZHU Zheng-xin;,ZENG Fan-ping;,HUANG Xin-yi;

..............page:155-158,187

Anonymous Multi-user Searchable Encryption Scheme with Hierarchial Permission Management
DUAN Yang-yang;,LI Shi-yang;

..............page:159-162,174

XACML Policy Optimization Method Based on Redundancy Elimination and Attribute Numericalization
QI Yong;,CHEN Jun;,LI Qian-mu;

..............page:163-168

Algebraic Side-channel Attacks Method of ITUbee
LI Lang;,DU Guo-quan;

..............page:169-174

Ciphertext-policy Attribute-based Encryption with Anonymous Access Structure
WANG Hai-ping;,ZHAO Jing-jing;

..............page:175-178,198

Correctness Analysis and Improvement of Group Signature in Composite Order Bilinear Groups
YU Jia-fu;,ZHONG Hong;,WANG Yi-min;

..............page:179-182,209

Checking Topological Integrity of Geographic Data Based on Fragile Watermarking
SUI Li-li;,WANG Chuan-jian;

..............page:183-187

Performance Analysis of PHY-CRAM Physical Layer Challenge Response Authentication Mechanism
ZHANG Dan;,WU Xiao-fu;,YAN Jun;,ZHU Wei-ping;

..............page:188-191,223

UML Model to Simulink Model Transformation Method in Design of Embedded Software
GUO Peng;,LI Ya-hui;,SUN Lei;,CAI Xiao-le;

..............page:192-198

Dynamic Mutation Execution Strategy for Mutation-based Fault Localization
GONG Pei;,GENG Chu-yao;,GUO Jun-xia;,ZHAO Rui-lian;

..............page:199-203,229

Fuzzy Comprehensive Evaluation Method Based on Measure of Medium Truth Degree
XU Wen-hua;,CHEN Hai-yan;,ZHANG Yu-ping;,WANG Jian-dong;

..............page:204-209

Structure Optimization for Automatic Vectorization
YU Hai-ning;,HAN Lin;,LI Peng-yuan;

..............page:210-215

Method of Code Evolution Recommendation for Database Schema Change
ZHANG Wu-neng;,LI Hong-wei;,SHEN Li-wei;,ZHAO Wen-yun;

..............page:216-223

Traffic Speed Forecasting Method Based on Nonparametric Regression
SHI Dian-xi;,DING Tao-jie;,DING Bo;,LIU Hui;

..............page:224-229

Incremental Learning Algorithm Based on Twin Support Vector Regression
HAO Yun-he;,ZHANG Hao-feng;

..............page:230-234,249

Target Grouping Algorithm Based on Multiple Combat Formations
YUAN De-ping;,ZHENG Juan-yi;,SHI Hao-shan;,LIU Ning;

..............page:235-238,244

Liheci Word Sense Disambiguation Based on SVM
ZHANG Zhen-jing;,LI Xin-fu;,TIAN Xue-dong;,WANG Kai;

..............page:239-244

DTW Clustering-based Similarity Mining Method for Hydrological Time Series
YANG Yan-lin;,YE Feng;,LV Xin;,YU Lin;,LIU Xuan;

..............page:245-249

Outer Inverse P-sets and Double Information Camouflage-Recovery for Digital Image and its Application
ZHANG Jing-xiao;,XU Feng-sheng;,LIU Xin-hua;,ZHANG Li-hua;

..............page:250-253,292

Semantic-based Feature Extraction Method for Document
JIANG Fang;,LI Guo-he;,YUE Xiang;

..............page:254-258

Research of Heart Rate Variable Analysis Based on Sliding Window Hurst
LV Tai-zhi;

..............page:259-262

Accelerating Structure Learning of Bayesian Network
FU Shun-kai;

..............page:263-268,272

Rough Set Model Based on Logical And Operator and Logical Disjunct Operator of Variable Precision and Grade in Ordered Information System
YU Jian-hang;,XU Wei-hua;

..............page:269-272

New Note on Classical Measure of Knowledge Dependency and Attribute Significance
CHEN Fei;,JIANG Lin;,LI Jin-hai;

..............page:273-276,306

Building User Personalization Model Based on Short Term Memory and Forgetting Factor
CHEN Hai-yan;,XU Zheng;,ZHANG Hui;

..............page:277-282

PID-type Iterative Learning Control for a Class of Nonlinear Systems with Arbitrary Initial Value
HAO Xiao-hong;,LI Zhuo-yue;,WANG Hua;

..............page:283-286

Multi-instance Multi-label Learning Algorithm by Treating Instances as Non-independent Identically Distributed Samples
CHEN Tong-tong;,DING Xin-miao;,LIU Chan-juan;,ZOU Hai-lin;,ZHOU Shu-sen;,LIU Ying;

..............page:287-292

Co-location Patterns Mining with Time Constraint
ZENG Xin;,YANG Jian;

..............page:293-296,301

Method about Reconstruction of SEM Image Based on Gradient
MAO Xiang-di;,SHI Zheng;

..............page:297-301

Video Segmentation Algorithm Based on Join Weight of Superpixels
SUN Tao;,CHEN Kang-rui;

..............page:302-306

Enhanced Block Compressed Sensing of Images Based on Total Variation Using Texture Information
WANG Yue;,ZHOU Cheng;,XIONG Cheng-yi;,SHU Zhen-yu;

..............page:307-310,315

Chemotaxis Operator Embedded Particle Swarm Optimization Algorithm and its Application to Multilevel Thresholding
ZHANG Xin-ming;,TU Qiang;,YIN Xin-xin;,FENG Meng-qing;

..............page:311-315

Study of Handwriting Recognition of Improved Algorithm Based on PCNN
WEN He;

..............page:316-318