| Description |
1 online resource |
| Series |
Lecture notes in artificial intelligence ; 7819 |
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Lecture notes in computer science, 0302-9743 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence ; 7819
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Lecture notes in computer science.
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation / Xiongcai Cai, Michael Bain, Alfred Krzywicki -- Product and User Dependent Social Network Models for Recommender Systems / Min Li, Zhiwei Jiang, Bin Luo, Jiubin Tang -- Learning Representative Nodes in Social Networks / Ke Sun, Donn Morrison, Eric Bruno -- Tracing Influential Nodes in a Social Network with Competing Information / Bolei Zhang, Zhuzhong Qian, Xiaoliang Wang -- ViStruclizer: A Structural Visualizer for Multi-dimensional Social Networks / Bing Tian Dai, Agus Trisnajaya Kwee -- Influential Nodes in a One-Wave Diffusion Model for Location-Based Social Networks / Hao-Hsiang Wu, Mi-Yen Yeh -- Modeling Social Information Learning among Taxi Drivers / Siyuan Liu, Ramayya Krishnan, Emma Brunskill -- Mining User Interests from Information Sharing Behaviors in Social Media / Tingting Wang, Hongyan Liu, Jun He |
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Anonymization for Multiple Released Social Network Graphs / Chih-Jui Lin Wang, En Tzu Wang -- A New, Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances / Elio Masciari, Giuseppe Massimiliano Mazzeo -- Clustering Patient Medical Records via Sparse Subspace Representation / Budhaditya Saha, Duc-Son Pham, Dinh Phung -- A Unified Metric for Categorical and Numerical Attributes in Data Clustering / Yiu-ming Cheung, Hong Jia -- An Extension of the Infinite Relational Model Incorporating Interaction between Objects / Iku Ohama, Hiromi Iida, Takuya Kida -- Density-Based Clustering Based on Hierarchical Density Estimates / Ricardo J.G.B. Campello, Davoud Moulavi -- Stock Trend Prediction by Classifying Aggregative Web Topic-Opinion / Li Xue, Yun Xiong, Yangyong Zhu, Jianfeng Wu -- The Role of Hubs in Cross-Lingual Supervised Document Retrieval / Nenad Tomašev, Jan Rupnik |
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Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters / Xiaoxiao Li, Jiyang Chen, Osmar Zaiane -- Query-Document Relevance Topic Models / Meng-Sung Wu, Chia-Ping Chen, Hsin-Min Wang -- A Two-Stage Approach for Generating Topic Models / Yang Gao, Yue Xu, Yuefeng Li, Bin Liu -- Effective Top-Down Active Learning for Hierarchical Text Classification / Xiao Li, Charles X. Ling, Huaimin Wang -- Forgetting Word Segmentation in Chinese Text Classification with L1-Regularized Logistic Regression / Qiang Fu, Xinyu Dai, Shujian Huang -- Crest: Cluster-based Representation Enrichment for Short Text Classification / Zichao Dai, Aixin Sun, Xu-Ying Liu -- Cross Language Prediction of Vandalism on Wikipedia Using Article Views and Revisions / Khoi-Nguyen Tran, Peter Christen -- An Optimized Cost-Sensitive SVM for Imbalanced Data Learning / Peng Cao, Dazhe Zhao, Osmar Zaiane |
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A Positive-biased Nearest Neighbour Algorithm for Imbalanced Classification / Xiuzhen Zhang, Yuxuan Li -- Class Based Weighted K-Nearest Neighbor over Imbalance Dataset / Harshit Dubey, Vikram Pudi -- ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning / Sukarna Barua, Md. Monirul Islam -- Differential Privacy Preserving Spectral Graph Analysis / Yue Wang, Xintao Wu, Leting Wu -- Sorted Nearest Neighborhood Clustering for Efficient Private Blocking / Dinusha Vatsalan, Peter Christen -- On Linear Refinement of Differential Privacy-Preserving Query Answering / Xiaowei Ying, Xintao Wu, Yue Wang -- A Coupled Clustering Approach for Items Recommendation / Yonghong Yu, Can Wang, Yang Gao -- Location Recommendation Based on Periodicity of Human Activities and Location Categories / Seyyed Mohammadreza Rahimi, Xin Wang |
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Top-N Recommendations by Learning User Preference Dynamics / Yongli Ren, Tianqing Zhu, Gang Li -- Semantic Title Evaluation and Recommendation Based on Topic Models / Huidong Jin, Lijiu Zhang, Lan Du -- Video Quality Prediction over Wireless 4G / Chun Pong Lau, Xiangliang Zhang -- A Self-immunizing Manifold Ranking for Image Retrieval / Jun Wu, Yidong Li, Songhe Feng -- Low-Rank Matrix Recovery with Discriminant Regularization / Zhonglong Zheng, Haixin Zhang, Jiong Jia -- Multi-Manifold Ranking: Using Multiple Features for Better Image Retrieval / Yang Wang, Muhammad Aamir Cheema, Xuemin Lin -- One Pass Concept Change Detection for Data Streams / Sripirakas Sakthithasan, Russel Pears -- Incremental Mining of Significant URLs in Real-Time and Large-Scale Social Streams / Cheng-Ying Liu, Chi-Yao Tseng |
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A Concept-Drifting Detection Algorithm for Categorical Evolving Data / Fuyuan Cao, Joshua Zhexue Huang -- Framework for Storing and Processing Relational Entities in Stream Mining / Pawel Matuszyk, Myra Spiliopoulou -- Discovering Semantics from Multiple Correlated Time Series Stream / Zhi Qiao, Guangyan Huang, Jing He -- Matrix Factorization With Aggregated Observations / Yoshifumi Aimoto, Hisashi Kashima -- An Approach to Identifying False Traces in Process Event Logs / Hedong Yang, Lijie Wen, Jianmin Wang -- Split-Merge Augmented Gibbs Sampling for Hierarchical Dirichlet Processes / Santu Rana, Dinh Phung, Svetha Venkatesh -- Adaptive Temporal Entity Resolution on Dynamic Databases / Peter Christen, Ross W. Gayler -- Fuzzy Multi-Sphere Support Vector Data Description / Trung Le, Dat Tran, Wanli Ma -- Erratum: A Coupled Clustering Approach for Items Recommendation / Yonghong Yu, Can Wang, Yang Gao |
| Summary |
The two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2013, held in Gold Coast, Australia, in April 2013. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 363 submissions. They cover the general fields of data mining and KDD extensively, including pattern mining, classification, graph mining, applications, machine learning, feature selection and dimensionality reduction, multiple information sources mining, social networks, clustering, text mining, text classification, imbalanced data, privacy-preserving data mining, recommendation, multimedia data mining, stream data mining, data preprocessing and representation |
| Analysis |
Computer science |
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Data mining |
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Information storage and retrieval systems |
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Artificial intelligence |
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Information Storage and Retrieval |
| Notes |
International conference proceedings |
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Includes author index |
| Subject |
Data mining -- Congresses.
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Data Mining.
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| Genre/Form |
Conference papers and proceedings.
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Congress.
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Conference papers and proceedings.
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| Form |
Electronic book
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| Author |
Pei, Jian (Computer scientist)
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| ISBN |
9783642374562 (electronic bk.) |
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3642374565 (electronic bk.) |
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