第五届CCF大数据学术会议
2017年10月13-15日，深圳大学
2017年10月13-15日，深圳大学
| 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 |