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KSEM 2015: Chongqing, China
- Songmao Zhang, Martin Wirsing, Zili Zhang:
Knowledge Science, Engineering and Management - 8th International Conference, KSEM 2015, Chongqing, China, October 28-30, 2015, Proceedings. Lecture Notes in Computer Science 9403, Springer 2015, ISBN 978-3-319-25158-5
Formal Reasoning and Ontologies
- Bernhard Heinemann:
Subset Spaces Modeling Knowledge-Competitive Agents. 3-14 - Xiaowang Zhang
, Kewen Wang
A Distance-Based Paraconsistent Semantics for DL-Lite. 15-27 - Jianfeng Du, Guilin Qi:
Tractable Computation of Representative ABox Repairs in Description Logic Ontologies. 28-39 - Chen Chen, Zuoquan Lin:
Restricted Four-Valued Logic for Default Reasoning. 40-52 - Jianbing Ma
A Divergence Measure between Mass Functions. 53-65 - Wenjun Ma
Fusion of Static and Temporal Information for Threat Evaluation in Sensor Networks. 66-77 - Jieying Chen, Michel Ludwig, Yue Ma, Dirk Walther:
Towards Extracting Ontology Excerpts. 78-89 - Meriem Hafsi
Toward a Type-Theoretical Approach for an Ontologically-Based Detection of Underground Networks. 90-101 - (Withdrawn) A Situation-Aware Method Based on Ontology Analysis of the Semantic Social Network. 102-114
- Ke Wu, Shiping Tang, Geguang Pu, Min Wu, Ting Su:
Fm-QCA: A Novel Approach to Multi-value Qualitative Comparative Analysis. 115-127 - Jianbing Ma
Rational Partial Choice Functions and Their Application to Belief Revision. 128-140 - Liangjun Zang, Weimin Wang, Bo Chen, Cungen Cao:
The Double-Level Default Description Logic D 3 L. 141-146 - Jianmin Ji:
Discovering Classes of Strongly Equivalent Logic Programs with Negation as Failure in the Head. 147-153
Knowledge Management and Concept Analysis
- Petko Valtchev
Mining Conceptual Knowledge from Network Traffic Data for Traffic Measurement Optimization. 157-169 - Yingyu Huo, Li Ma, Yong Zhong:
Research on Fair Use of Digital Content in Social Network. 170-176 - Dominik Bork
Preserving Multi-view Consistency in Diagrammatic Knowledge Representation. 177-182 - Horatiu Constantin Palade, Sergiu Stefan Nicolaescu
The Impact of Big Data and Knowledge Management on R&D Projects from Automotive Industry. 183-189 - Sanda Dragos, Diana Halita, Christian Sacarea
Attractors in Web Based Educational Systems a Conceptual Knowledge Processing Grounded Approach. 190-195
Knowledge Discovery and Recognition Methods
- Hansong Guo, He Huang, Zehao Sun, Liusheng Huang, Zhenyu Zhu, Shaowei Wang, Pengzhan Wang, Hongli Xu, Hengchang Liu:
Recognizing the Operating Hand from Touchscreen Traces on Smartphones. 199-211 - Hai-Tao Zheng, Zhuo Li:
iCHUM: An Efficient Algorithm for High Utility Mining in Incremental Databases. 212-223 - Fangxu Li, Pingpeng Yuan, Hai Jin:
Interval-Index: A Scalable and Fast Approach for Reachability Queries in Large Graphs. 224-235 - Jiangang Wu, Shizhong Liao:
Accuracy-Preserving and Scalable Column-Based Low-Rank Matrix Approximation. 236-247 - Wenjie Shao, Hao Sheng, Chao Li:
Segment-Based Depth Estimation in Light Field Using Graph Cut. 248-259 - Chuitian Rong
String Similarity Join with Different Thresholds. 260-271
Text Mining and Analysis
- Liangjun Zang, Weimin Wang, Ya Wang, Fang Fang, Cong Cao, Xiaolong Wu
A Chinese Framework of Semantic Taxonomy and Description: Preliminary Experimental Evaluation Using Web Information Extraction. 275-286 - Yanan Cao, Shi Wang
Tree Based Shape Similarity Measurement for Chinese Characters. 287-298 - Li Liu, Zi-Gang Huang, Yuxin Peng, Ming Liu:
A Hierarchical Pachinko Allocation Model for Social Sentiment Mining. 299-311 - Kunmei Wen, Zhijiang Liu, Shuai Xu, Ruixuan Li, Yuhua Li, Xiwu Gu, Jie Zan:
Subtopic-Level Sentiment Analysis of Emergencies. 312-317 - Kai Ye, Liangqiang Li, Mengzhuo Guo
Summarizing Product Aspects from Massive Online Review with Word Representation. 318-323 - Jianxiang Wang, Man Lan:
Building a High Performance End-to-End Explicit Discourse Parser for Practical Application. 324-335 - Po Hu, Jiacong He, Yong Zhang:
Graph-Based Query-Focused Multi-document Summarization Using Improved Affinity Graph. 336-347 - Lin Li, Chang Su, Yueqing Sun, Shengwu Xiong
Hashtag Biased Ranking for Keyword Extraction from Microblog Posts. 348-359 - Huifang Ma, Meihuizi Jia, Weizhong Zhao, Xianghong Lin:
Semi-supervised Microblog Clustering Method via Dual Constraints. 360-369 - Shufeng Xiong
Exploiting Capacity-Constrained K-Means Clustering for Aspect-Phrase Grouping. 370-381 - Shanshan Feng, Jian Cao, Yuwen Chen, Jing Qi:
A Model for Discovering Unpopular Research Interests. 382-393 - Lin Gui
Improving Transfer Learning in Cross Lingual Opinion Analysis Through Negative Transfer Detection. 394-406 - Yifan Sun, Xin Li, Lin Li, Qi Liu, Enhong Chen, Haiping Ma:
Mining User's Location Intention from Mobile Search Log. 407-420 - Bingjie Zhao, Xueqing Li:
Course Similarity Calculation Using Efficient Manifold Ranking. 421-432
Recommendation Algorithms and Systems
- Yaoyao Zheng, Yuanxin Ouyang, Wenge Rong, Zhang Xiong:
Multi-faceted Distrust Aware Recommendation. 435-446 - Sen Wu, Dan Lu, Yannan Du, Xiaodong Feng:
Distributed Recommendation Algorithm Based on Matrix Decomposition on MapReduce Framework. 447-457 - Xinqiang Zhao, Xin Li, Lejian Liao, Dandan Song, William K. Cheung:
Crafting a Time-Aware Point-of-Interest Recommendation via Pairwise Interaction Tensor Factorization. 458-470 - Yue Ding, Dong Wang, Xin Xin:
Novel Approaches for Shop Recommendation in Large Shopping Mall Scenario: From Matrix Factorization to Tensor Decomposition. 471-482 - Huifang Ma, Meihuizi Jia, Meng Xie, Xianghong Lin:
A Microblog Recommendation Algorithm Based on Multi-tag Correlation. 483-488 - Xibin Wang, Junhao Wen, Fengji Luo, Wei Zhou, Haijun Ren:
Personalized Recommendation System Based on Support Vector Machine and Particle Swarm Optimization. 489-495
Machine Learning Algorithms
- Yan Chu
Transfer Learning in Large-Scale Short Text Analysis. 499-511 - Weibo Wang, Zhaohui Peng, Ziyan Liu, Tianchen Zhu, Xiaoguang Hong:
Learning the Influence Probabilities Based on Multipolar Factors in Social Network. 512-524 - Zhiyong Pan, Yang Liu, GuoJun Liu, Maozu Guo, Yang Li:
Topic Network: Topic Model with Deep Learning for Image Classification. 525-534 - Haifeng Hu, Yong Sun, Jiansheng Wu:
Fast Multi-label Learning via Hashing. 535-546 - Hao Peng, Lili Mou, Ge Li, Yuxuan Liu, Lu Zhang, Zhi Jin:
Building Program Vector Representations for Deep Learning. 547-553 - Lulu Wang:
The Use of k-Means Algorithm to Improve Kernel Method via Instance Selection. 554-559
Detection Methods and Analysis
- Chenfei Sun, Qingzhong Li, Lizhen Cui, Zhongmin Yan, Hui Li, Wei Wei:
An Effective Hybrid Fraud Detection Method. 563-574 - Vyron Christodoulou
A Fuzzy Inspired Approach to Seismic Anomaly Detection. 575-587 - Yanan Cao, Cungen Cao, Jingzun Zhang, Wenjia Niu:
Two-Phased Event Causality Acquisition: Coupling the Boundary Identification and Argument Identification Approaches. 588-599 - Xiaoliang Shi, Yingying Xu, Guixu Zhang, Chaomin Shen:
Change Detection Using L 0 Smoothing and Superpixel Techniques. 600-611 - Haiqin Weng, Zhenguang Liu, Kevin Chiew, Qinming He:
Rare Category Detection Forest. 612-618 - Xin Xu, Wei Wang, Jiaheng Lu
Incremental Distributed Weighted Class Discriminant Analysis on Interval-Valued Emitter Parameters. 619-624
Classification and Clustering
- Mengdi Huai, Liusheng Huang, Wei Yang, Lu Li, Mingyu Qi:
Privacy-Preserving Naive Bayes Classification. 627-638 - Yonghao Song, Yan Jin, Xiaohui Zheng, Haiyan Han, Yunqin Zhong, Xiaofang Zhao:
PSFK: A Student Performance Prediction Scheme for First-Encounter Knowledge in ITS. 639-650 - Ling Qi, Zhuo Tang, Yunchuan Qin, Yu Ye:
CSRA: An Efficient Resource Allocation Algorithm in MapReduce Considering Data Skewness. 651-662 - Xiaonan Fang, Yanyan Tan, Xiyuan Zheng, Huaxiang Zhang, Shuang Zhou:
Imbalanced Web Spam Classification Using Self-labeled Techniques and Multi-classifier Models. 663-668 - Jindong Chen, Xijin Tang:
Ensemble of SVM Classifiers with Different Representations for Societal Risk Classification. 669-675
Mobile Data Analytics and Knowledge Management
- Rong Xie, Yang Yue
Discovering User's Background Information from Mobile Phone Data. 679-690 - Ye Wei, Li Liu, Jun Zhong, Yonggang Lu
Unsupervised Race Walking Recognition Using Smartphone Accelerometers. 691-702 - Tao Wu, Yujie Fan, Zhiling Hong, Lifei Chen:
Subspace Clustering on Mobile Data for Discovering Circle of Friends. 703-711 - Hui He, Xianchuan Yu, Dan Hu:
Land Cover Classification Based on Adaptive Interval-Valued Type-2 Fuzzy Clustering Analysis. 712-720 - Kunlei Zhu, Jiajin Huang, Ning Zhong:
GPS-Based Location Recommendation Using a Belief Network Model. 721-731 - Wei Zhang, Lining Xing, Ting Xi, Lei He, Jinyuan Liu:
A Partitioning Algorithm for Solving Capacitated Arc Routing Problem in Ways of Ranking First Cutting Second. 732-737 - Haoye Dong
UBS: A Novel News Recommendation System Based on User Behavior Sequence. 738-750 - Wei Zhou, Junhao Wen, Min Gao, Ling Liu, Haini Cai, Xibin Wang:
A Shilling Attack Detection Method Based on SVM and Target Item Analysis in Collaborative Filtering Recommender Systems. 751-763 - Yun Guo, Yi Ji, Jutao Zhang, Shengrong Gong, Chunping Liu:
Robust Dynamic Background Model with Adaptive Region Based on T2FS and GMM. 764-770 - Meng Qi, Xin Li, Lejian Liao, Dandan Song, William K. Cheung:
Deriving an Effective Hypergraph Model for Point of Interest Recommendation. 771-777 - Yuanyuan Wang:
ProbLog Program Based Ontology Matching. 778-783
Bioinformatics and Computational Biology
- Hao Sheng, Yan Huang, Yanwei Zheng, Jiahui Chen, Zhang Xiong:
Person Re-identification via Learning Visual Similarity on Corresponding Patch Pairs. 787-798 - Yan Huang, Hao Sheng, Yang Liu, Yanwei Zheng, Zhang Xiong:
Person Re-identification by Unsupervised Color Spatial Pyramid Matching. 799-810 - Jun Tan, Cheng Ouyang, Jun Yu:
Prediction of Single Nucleotide Mutation Patterns in Microsatellites. 811-818 - Xuming Tong, Meijing Kong, Edwin Tawanda Mudzingwa, Le Zhang
Developing a Novel Method Based on Orthogonal Polynomial Equation to Approximate the Solution of Agent Based Model for the Immune System Simulation. 819-824 - Hao Wu, Jiayi Wang, Badong Chen, Nanning Zheng:
fMRI Visual Image Reconstruction Using Sparse Logistic Regression with a Tunable Regularization Parameter. 825-830
Evidence Theory and Its Application
- Yingying Zhu, Chuanhua Jiang, Xiaoyan Huang, Zhijiao Xiao, Sheng-hua Zhong:
A Temporal-Compress and Shorter SIFT Research on Web Videos. 833-843 - Hua Meng
Belief Revision over Infinite Propositional Language. 844-854
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