第五届CCF大数据学术会议

2017年10月13-15日,深圳大学

通知:The 5th CCF Big Data Conference (CCF BigData 2017) October 13-15, 2017 Shenzhen, China
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论文编号 论文题目
2 Social Personalized Ranking with Both the Explicit and Implicit Influence of User Trust and of Item Ratings
4 基于网页区域分割的网页正文抽取
12 基于仿真样本生成的极速学习机泛化能力改进算法
14 改进EEMD算法在心电信号去噪中的应用
16 一种基于大规模查询日志的用户聚类方法
17 基于改进遗传算法的最大二维熵图像分割算法
20 基于分组的分布式社会网络隐私保护方法
21 Hadoop改进遗传算法在实体商业精准营销中研究与实现
22 TTValidate:高效的行情数据完整性检测方法
24 基于空间相关性与灰色模型的WSN数据压缩方法研究
30 Knowledge Embedded Transfer Twin Support Vector Machine
34 基于块稀疏表示的行人重识别方法研究
41 物流调度共享平台的标准化解决方案
42 基于深度神经网络的蒙古语声学模型建模研究
43 基于Spark的并行遗传算法求解多峰函数极值
44 Local signing features in signed networks and method of sign prediction
45 基于模拟退火半监督SVM的企业信用预测
49 基于KS检验的高斯混合模型分裂与合并算法
58 基于多重聚类稀疏线性模型的Top-N推荐方法
60 噪音特征对聚类内部有效性的影响
61 一种面向社交信息网络的融合概率矩阵分解链路预测算法
63 高速公路路面性能预测不同模型对比研究
64 不确定性数据上聚合查询的近似算法
69 基于上下文感知和个性化度量嵌入的下一个兴趣点推荐
71 Research on Unsupervised Knowledge Graph of Events Based on Mutual Information among Neighborhoods and Sparse Representation
72 深度强化学习研究综述
77 Trust-aware Collaborative Filtering with Denoising Autoencoder
78 Recommendation Based on Trust and Distrust Social Relationships
83 Construction and Analysis of Complex Disease Network ——Based on Online Medical Websites and Text Mining
85 基于关联规则的气象服务智能推荐
87 分层嵌入技术的兴趣点推荐
88 On 4V+ Model of Evaluating Big Data Usability
89 基于社交关系和位置影响的个性化地点推荐算法
91 GC2NMF: A Novel Matrix Factorization Framework for Gene-phenotype Association Prediction
92 基于私有云和物理机的混合型大数据平台设计及实现
94 Potential Value Mining Model Based on Passenger Preference
97 The mechanism analysis of the accelerator for k-nearest neighbor algorithm based on data partition
98 基于文本挖掘的债券评级预测方法研究
100 A Natural Neighborhood Based Classification Algorithm without parameter k
101 基于大数据的网络恶意行为及特征关联分析研究
102 基于深度残差嵌入特征的大规模人脸图像检索
104 基于强化学习的多云工作流公平调度策略研究
105 A Collaborative Filtering Recommendation Algorithm Against Shilling Attack Based on Clustering
107 Relation Inference in Knowledge Graph: A survey
111 HPPQ: A Parallel Package Queries Processing Approaches for Large-scale Data
113 基于移动端的三维建筑物模型简化方法研究
114 基于多集增强相似度数据空间转换的机构别名挖掘
115 Application of Artificial Fish Swarm Algorithm in VRP
116 An Algorithm of Data Streams Classification Based on Ensemble Classifier
118 An Entity Resolution Approach Based on Random Forest
119 Extracting Flight Bump Event from QAR Data via Decision Tree Methods
124 一种基于本体的有趣co-location模式的交互式挖掘算法
127 A Survey on Performance Optimization Technologies for Spark
128 Deep Convolutional Neural Network Used In Single Sample Per Person Face Recognition
130 一种基于最大流的分布式存储系统中任务最优分配算法
133 基于GBDT的微博虚假消息检测
135 基于出租车GPS大数据的城市区域间可达性评估模型
137 一种面向发电设备预测性维护的传感数据延迟相关的特征抽取方法
138 Key technology research on graph engine based on distributed memory cloud
140 Purchase Predicting Approach of Cascaded Correcting based on Grouping Modeling
141 A multi-granularity decomposition mechanism of complex tasks based on density peaks
142 一种小样本数据的特征选择方法
143 基于耦合特征的轻度认知障碍分类研究
144 基于时间因素的矩阵分解算法的研究
146 面向小目标的多尺度Faster-RCNN检测算法
147 An efficient method for pruning Redundant Negative and Positive Association Rules
148 面向位置的多样性兴趣新闻推荐研究
149 The recommended ranking model based on CDL and improved Ranking SVM
150 基于不均匀空间划分和 R 树的时空索引
151 基于高斯模型的工业过程数据的故障预测
153 基于NSGA-II的扩展置信规则库激活规则多目标优化方法
154 基于卷积神经网络和多知识库对齐的实体关系抽取方法
155 Comprehensive Evaluation of Small and Medium Enterprises Based on Multi-Algorithm Combination Verification
158 Diversified Recommendation Method Combining Topic Model and Random Walk
161 一种面向大规模项集数据的代表模式集高效并行挖掘算法
162 一种面向大规模图数据的统计显著子图挖掘算法
163 具有结果多样性的近似子图查询
166 UCM-PPM: Multi-Parameter Web Prediction Model Based on the User Classification
168 基于语义关联网络的横向关联查询
169 应急救援中基于线性规划的多目标多资源分配模型
170 一种简化的SlopeOne在线评分预测算法
173 基于分布式匹配的农业气象大数据查询算法研究
175 Spatial-Aware Hyperspectral Image Classification via Multifeature Kernel Dictionary Learning
176 An Improved Hybrid Collaborative Filtering Algorithm based on Tags and Time factor
178 基于遗传算法的模糊RBF神经网络对遥感图像分类
185 bHash: An I/O Efficient External Hash Grouping Scheme
186 Improved Algorithm for Multi-Instance Multi-Label Learning Based on Mean Shift
189 一种新融合算法的维吾尔族人脸识别
191 一种改进的实体关系抽取算法—OptMultiR
192 Hybrid-Recommendation Services of Personalized Car-hailing Transportation
193 Enhanced Answer Selection in CQA using Multi-Dimensional Features Combination
196 基于贝叶斯网络的CEBP系统测试数据生成方法研究
199 一种改进的基于互信息量的镜头边界检测算法
201 Combinational Ambiguity Disambiguation for Vietnamese Word Segmentation: an Ensemble Learning Approach
202 一种新的基于时空轨迹的汇合模式挖掘算法
203 基于粗糙互信息的标记倾向性k特征核选择
205 适应于概念漂移的数据流并行分类算法
206 基于度的边点混合大规模图分割
207 大规模标签图中的动态Top-K兴趣子图查询
208 SRBFN:基于Shapelet的社团演化预测
209 社交网络中基于影响力的紧密子图发现算法
211 基于移动用户位置预测的空间众包任务分配
212 Local Differential Privacy for Link Attack Protection
213 User group classification based on barrage comments and clustering algorithms
214 BSVSim: 基于轨迹行为语义的用户相似性度量
215 CCSPStream: Mining closed contiguous sequential patterns in stream
217 Event Extraction via Convolution Gated Recurrent Unit Neural Networks
219 Relation Classification via Recurrent Neural Network with Attention and Tensor Layer
221 H-PCPIR-V:基于Huffman编码的PCPIR-V优化算法
223 基于电信数据的室外定位技术研究
225 An end-to-end differential network learning method for semantic segmentation
226 一种基于空间变换的协同过滤推荐算法
228 MKLRP_MC:一种多核SVM正则化路径近似算法
229 基于递归神经网络的跌倒检测系统
230 不完备信息系统的快速正域约简
231 基于HBase的支持频繁更新与多用户并发的节点重组R树
234 面向智能导诊的个性化推荐算法
235 大数据拍卖的定价策略与方法
236 一种基于多目标演化聚类的大规模动态网络社区检测算法
239 Rotation SMOTE: A SMOTE-based Ensemble Method for Imbalanced Data Learning
242 T-QAS:一种基于Spark的时态数据查询分析扩展
244 Incremental Processing of Continuous K Nearest Neighbor Queries over Moving objects
246 不协调区间值决策系统的最大分布约简
249 QISEM: 基于部分定性影响面向低质量数据的BN结构学习
252 Efficient User Preferences-based Top-k Skyline Combining Partially and Totally Ordered Domains in MapReduce
253 P-Schedule: Erasure coding in Big Data storage system
256 Similarity measure for time series based on incremental warping window
257 不完备邻域数据的增量式属性约简方法
261 I-niceMPRO: Identify the Number of Clusters and Initial Cluster Centers Using Multi Layer GMMs in High Dimensional Data
262 本地差分隐私保护及其应用
263 Latent Feature Group Learning with Darwinian Evolutionary for high-dimensional data clustering
265 视频实时评论的深度语义表征方法研究
266 Dual Linear Manifold Learning for Predicting Drug-Drug Interactions
267 NCMC: A Novel Matrix Completion Framework for Drug-Target Interaction Prediction
268 基于关键词的期刊文本主题提取研究
269 Theoretical Research and Application of Multivariate Pseudo-Poisson Mixture Distribution: Based on Weights of Lovász Extension’s Frobenius Norms
271 模型决策树:一种决策树加速算法
273 A Prediction Model of Course Performance by Check-in Data in Classrooms
276 A Deep Learning based Method for Vehicle License Plate Recognition in Natural Scenario
277 A Context-Independent Speaker Recognition Schema with Speaker Embedding DNN
279 Research on Real-time Prediction of Large Scale datasets based on FVS and Fuzzy Parameter Self-tuning SVR Algorithm
280 A Network Representation Method of Combining Multi-structure and Text
281 Demographic Attributes Inference based on Multi-task Ensemble model
282 Multi-view Graph Regularized Discriminant Analysis for Dimensionality Reduction
284 基于邻域粗糙互信息熵的非单调性属性约简
286 A Block-Based Big Data Management System for Large-Scale Data Processing and Analysis