Evaluating Pattern Set Mining Strategies in a Constraint Programming Framework
Tias Guns, Siegfried Nijssen and Luc De Raedt.
 A Partial Correlation-Based Bayesian Network Structure Learning Algorithm under SEM
 Identifying Hidden Contexts in Classification
 Margin-Based Over-Sampling Method for Learning From Imbalanced Datasets
Xiannian Fan, Ke Tang and Thomas Weise.
 Faster and Parameter-Free Discord Search in Quasi-Periodic Time Series
Wei Luo and Marcus Gallagher.
 Adaptive and Effective Keyword Search for XML
Weidong Yang, Hao Zhu, Nan Li and Guansheng Zhu.
 Improving k Nearest Neighbor with Exemplar Generalization for Imbalanced Classification
Yuxuan Li and Xiuzhen Zhang.
 Real-time Change-point Detection Using Sequentially Discounting Normalized Maximum Likelihood Coding
Yasuhiro Urabe, Kenji Yamanishi, Ryota Tomioka and Hiroki Iwai.
 Learning to Advertising-How many ads are enough?
Bo Wang, Zhaonan Li, Jie Tang, Kuo Zhang and Songcan Chen.
 Sample subsets optimization for classifying imbalanced biological data
Pengyi Yang, Zili Zhang, Bing Zhou and Albert Zomaya.
 High-Order Co-Clustering Text data on Semantics-based Representation Model
liping jing, Jiali Yun, Jian Yu and Joshua Huang.
 Class Confidence Weighted kNN Algorithms for Imbalanced Data Sets
Wei Liu and Sanjay Chawla.
 Steering Time-Dependent Estimation of Posteriors with Hyperparameter Indexing in Bayesian Topic Models
Tomonari Masada, Atsuhiro Takasu, Yuichiro Shibata and Kiyoshi Oguri.
 A subpath kernel for rooted unordered trees
Daisuke Kimura, Tetsuji Kuboyama, Tetsuo Shibuya and Hisashi Kashima.
 TeamSkill: Modeling Team Chemistry in Online Multi-Player Games
Colin DeLong, Kendrick Erickson, Eric Perrino, Nishith Pathak, Kyong Shim and Jaideep Srivastava.
 Cross-Lingual Sentiment Classification via Bi-view Non-negative Matrix Tri-Factorization
Junfeng Pan, Gui-Rong Xue and Yong Yu.
 Constrained LDA for Grouping Product Features in Opinion Mining
Zhongwu Zhai, Bing Liu, Hua Xu and Peifa Jia.
 Spectral Analysis of k-balanced Signed Graphs
Leting Wu, Xiaowei Ying, Xintao Wu, Aidong Lu and Zhi-Hua Zhou.
 Predicting Friendship Links in Social Networks Using a Topic Modeling Approach
Rohit Parimi and Doina Caragea.
 Multiple Distribution Data Description Learning Algorithm for Novelty Detection
Trung Le, Dat Tran, Wanli Ma and Dharmendra Sharma.
 Classification Probabilistic PCA with Application in Domain Adaptation
Victor Cheng and C.H. LI.
 The Role of Hubness in Clustering High-Dimensional Data
Nenad Tomasev, Milos Radovanovic, Dunja Mladenic and Mirjana Ivanovic.
 Semantic Dependent Word Pairs Generative Model for Fine-grained Product Feature Mining
Tian-Jie Zhan and Chun-Hung Li.
 Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation
U Kang, Brendan Meeder and Christos Faloutsos.
 A Sequential Dynamic Multi-class Model and Recursive Filtering by Variational Bayesian Methods
Xiang-yun Qing and Xing-yu Wang.
 INSIGHT: Efficient and Effective Instance Selection for Time Series Classification
Krisztian Antal Buza, Alexandros Nanopoulos and Lars Schmidt-Thieme.
 Using Constraints to Generate and Explore Higher Order Discriminative Patterns
Michael Steinbach, Haoyu Yu, Gang Fang and Vipin Kumar.
 Learning the Funding Momentum of Research Projects
 Grammatical Dependency-Based Relations for Term Weighting in Text Classification
Dat Huynh, Dat Tran, Wanli Ma and Dharmendra Sharma.
 Mining Maximal Co-location Patterns
Jin Soung Yoo and Mark Bow.
 XML Documents Clustering using Tensor Space Model
Sangeetha Kutty, Richi Nayak and Yuefeng Li.
 Probabilistic Matrix Factorization Leveraging Contexts for Unsupervised Relation Extraction
Shingo Takamatsu, Issei Sato and Hiroshi Nakagawa.
 Spatial Entropy-based Clustering for Mining Data with Spatial Correlation
Baijie Wang and Xin Wang.
 The Unsymmetrical-Style Co-training
Bin Wang, Harry Zhang, Bruce Spencer and Yuanyuan Guo.
 Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams
Peipei Li, Xindong Wu, Xuegang Hu and Yuhong Zhang.
 An Efficient Pre-processing Method to Identify Logical Components from PDF Documents
 Balance Support Vector Machines Locally Using the Structural Similarity Kernel
 RADAR:Rare Category Detection via Computation of Boundary Degree
Hao Huang, Qinming He, Jiangfeng He and Lianhang Ma.
 An Instance Selection Algorithm Based on Reverse Nearest Neighbor
Bi-Ru Dai and Shu-Ming Hsu.
 Multiple Time-series Prediction Through Multiple Time-series Relationships Profiling and Clustered Recurring Trends
Harya Widiputra, Russel Pears and Nikola Kasabov.
 Pattern Mining for a Two-stage Information Filtering System
 LGM: Mining Frequent Subgraphs from Linear Graphs
Yasuo Tabei, Daisuke Okanohara, Shuichi Hirose and Koji Tsuda.
 Combining Proper Name-Coreference with CRF for Semi-supervised Named Entity Recognition in Vietnamese Text
Rathany Chan Sam, Huong Thanh Le, Thuy Thanh Nguyen and Thien Huu Nguyen.
 Info-Cluster Based Regional Influence Analysis in Social Networks
Chao Li, Zhongying Zhao, Jun Luo and Jianping Fan.
 A Game Theoretic Approach for Feature Clustering and Its Application to Feature Selection
Dinesh Garg, Sundararajan Sellamanickam and Shirish Shevade.
 Self-Adjust Local Connectivity Analysis for Spectral Clustering
 Feature Selection Strategy in Text Classification
Gabriel Pui Cheong Fung, Fred Morstatter and Huan Liu.
 Using Classifier-Based Nominal Imputation to Improve Machine Learning
Xiaoyuan Su, Russell Greiner, Taghi M. Khoshgofttar and Amri Napolitano.
 Efficient Centrality Monitoring for Time-evolving Graphs
Yasuhiro Fujiwara, Makoto Onizuka and Masaru Kitsuregawa.
 Predicting Private Company Exits using Qualitative Data
Harish Bhat and Daniel Zaelit.
 Utilizing Past Relations and User Similarities in a Social Matching System
 An Effective Density-based Hierarchical Clustering Technique to identify Coherent Patterns from Gene Expression Data
Saurav Sarmah, Rosy Das (Sarmah) and Dhruba Bhattacharyya.
 Asking Generalized Queries with Minimum Cost
Jun Du and Charles Ling.
 Compression for Anti-Adversarial Learning
Yan Zhou, Meador Inge and Murat Kantarcioglu.
 Efficiently Retrieving Longest Common Route Patterns of Moving Objects By Summarizing Turning Regions
Guangyan Huang, Yanchun Zhang, Jing He and Zhiming Ding.
 Topic Analysis of Web User Behavior using LDA Model on Proxy Logs
Hiroshi Fujimoto, Minoru Etoh, Akira Kinno and Yoshikazu Akinaga.
 A Bayesian Framework for Learning Shared and Individual Subspaces from Multiple Data Sources
Sunil Kumar Gupta, Dinh Phung, Brett Adams and Svetha Venkatesh.
 RKOF: Robust Kernel-Based Local Outlier Detection
Jun Gao, Weiming Hu, Zhongfei Zhang, Xiaoqin Zhang and Ou Wu.
 Nonlinear Discriminative Embedding for Clustering via Spectral Regularization
Yubin Zhan and Jianping Yin.
 Graph-based Clustering with Constraints
Rajul Anand and Chandan K. Reddy.
 Unsupervised Feature Weighting based on Local Feature Relatedness
Jiali Yun, Liping Jing, Jian Yu and Houkuan Huang.
 Ranking Individuals and Groups by Influence Propagation
Pei Li, Jeffrey Xu Yu, Hongyan Liu, Jun He and Xiaoyong Du.
 Mining Sequential Patterns from Probabilistic Databases
Muhammad Muzammal and Rajeev Raman.
 Learning Image Manifold through Tensor Kernels based on Local Features
Yi Guo and Junbin Gao.
 Dynamic Ordering-based Search Algorithm for Markov Blanket Discovery
 On the global convergence of HOSVD and ParaFac algorithms
Dijun Luo, chris ding and Heng Huang.
 An Adaptive Fuzzy k-Nearest Neighbor Method Based on Parallel Particle Swarm Optimization for Bankruptcy Prediction
 SizeSpotSigs: an Effective Deduplicate Algorithm Considering the Size of Page Content
Xianling Mao, Xiaobing Liu, Xiaoming Li, Hongfei Yan, Jing He, Nan Di and Dongdong Shan.
 Retrieval and Novelty Mining of Chinese Sentences
 Mining Association Rules for Label Ranking
Cl¨¢udio S¨¢, Carlos Soares, Al¨ªpio Jorge, Paulo Azevedo and Joaquim Costa.
 A Rule-based Method For Customer Churn Prediction in Telecommunication Services
Ying Huang, Bingquan HUANG and Tahar Kechadi.
 Improved Spectral Hashing
 Tracing Evolving Clusters by Subspace and Value Similarity
Stephan G¨¹nnemann, Hardy Kremer, Charlotte Laufk?tter and Thomas Seidl.
 Large Scale Real-life Action Recognition Using Conditional Random Fields and a New Training Method
Xu Sun, Hisashi Kashima and Naonori Ueda.
 On Sampling Type Distribution from Heterogeneous Social Networks
Jhao-Yin Li and Mi-Yen Yeh.
 Automatic Assignment of Item Weights for Pattern Mining on Data Streams
Yun Sing Koh, Russel Pears and Gill Dobbie.
 An Effective Feature Selection Method for Text Categorization
Xipeng Qiu, Jinlong Zhou and Xuanjing Huang.
 Ant Colony Optimization with Markov Random Walk for Clustering in Complex Networks
Di Jin, Dayou Liu, Bo Yang, Jie Liu and Dongxiao He.
 Semi-Supervised Parameter-free Divisive Hierarchical Clustering of Categorical Data
Tengke Xiong, Shengrui Wang, Andr¨¦ Mayers and Ernest Monga.
 A IFS-based Similarity Measure to Index Electroencephalograms
Ghita Berrada and Ander de Keijzer.
 Knowledge Transfer across Multilingual Corpora via Latent Topics
Jie Tang, Wim De Smet and Marie-Francine Moens.
 Packing Alignment: Alignment for Sequences of Various Length Events
Atsuyoshi Nakamura and Mineichi Kudo.
 Collaborative Data Cleaning for Sentiment Classification with Noisy Training Corpus
 Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning
Timothy Hospedales, Tao Xiang and Shaogang Gong.
 DISC: Data-Intensive Similarity Measure for Categorical Data
Aditya Desai, Himanshu Singh and Vikram Pudi.
 Multiagent Based Classification Using Argumentation From Experience
Maya Wardeh, Frans Coenen and Trevor Bench-Capon.
 Probabilistic Feature Extraction from Multivariate Time Series using Spatio-Temporal Constraints
Michal Lewandowski, Dimitrios Makris and Jean-Christophe Nebel.
 ListOPT: A Learning to Optimize Method for XML Ranking
Ning Gao, Zhihong Deng, Hang Yu and Jia-Jian Jiang.
 Agent-based Subspace Clustering
Chao Luo, Yanchang Zhao, Dan Luo and Chengqi Zhang.
 Item Set Mining Based on Cover Similarity
Marc Segond and Christian Borgelt.