ID

Paper Title

Author Names

8

Effective Top-down Active Learning for Hierarchical Text Classification

Xiao Li, Charles Ling

17

Discovery of Regional Co-location Patterns with k-Nearest Neighbor Graph

Feng Qian, Kevin Chiew, Qinming He, Hao Huang

22

Efficient Mining of Contrast Patterns on Large Scale Imbalanced Real-life Data

Jinjiu Li, Can Wang, Wei Wei, Mu Li, Chunming Liu

40

Exploiting Temporal Information in a Two-stage Classification Framework for Content-based Depression Detection

Yu-Chun Shen, Tsung-Ting Kuo, Shou-de Lin, I-Ning Yeh, ; Tzu-Ting Chen,

57

PUF-tree: A Compact Tree Structure for Frequent Pattern Mining of Uncertain Data

Syed Tanbeer, Carson K. Leung

60

Spectral Decomposition for Optimal Graph Index Prediction

Liyan Song, Yun Peng, Byron Choi, Jianliang Xu, Bingsheng He

74

Chinese-English OOV Term Translation with Web Mining, Multiple Feature Fusion and Supervised Learning

Yuejie Zhang, Yang Li, ; Yi Zhang, Cheng Jin

103

Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG model

Danai Koutra, Vasileios Koutras, Aditya Prakash, Virginia Tech. Christos Faloutsos,

105

Matrix Factorization with Aggregated Observations

Yoshifumi Aimoto, Hisashi Kashima

112

Differential Privacy Preserving Spectral Graph Analysis

Yue Wang, Xintao Wu, Leting Wu

122

Robust Synchronization-based Graph Clustering

Junming Shao, Xiao He, ; Claudia Plant, ; Qinli Yang, Christian Boehm

130

Mining Usage Traces of Mobile Applications for Dynamic Preference Prediction

Zhung-Xun Liao, Wen-Chih Peng, Phillip Yu,

131

Computational Models of Stress in Reading Using Physiological and Physical Sensor Data

Nandita Sharma, Tom Gedeon

138

Exploring Groups from Heterogeneous Data via Sparse Learning

Huawen Liu, Jiuyong Li, Lin Liu, Jixue Liu, Ivan Lee, Jianmin Zhao

140

An Approach to Identifying False Traces in Process Event Logs

Hedong Yang, Lijie Wen, Jianmin Wang,

144

A New, Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances

Elio Masciari, Giuseppe Mazzeo, Carlo Zaniolo

151

A Coupled Clustering Approach for Items Recommendation

Yonghong Yu, Can Wang, Yang Gao, Longbing Cao, Jingguang Sun

152

A Self-Tuning Manifold Ranking Based Image Retrieval Scheme with Hybrid Active Learning

Yidong Li, Jun Wu

153

Integrating Clustering and Ranking on Hybrid Heterogeneous Information Network

Chuan Shi, Phillip Yu, Ran Wang, Bin Wu

154

Sorted Nearest Neighborhood Clustering for Efficient Private Blocking

Dinusha Vatsalan, Peter Christen

155

Leveraging Hybrid Citation Context for Impact Summarization

Po Hu, Yujing Guo, Donghong Ji,

163

Fast Graph Stream Classification Using Discriminative Clique Hashing

Lianhua Chi, Bin Li, Xingquan Zhu

177

Stock Trend Prediction By Classifying Aggregative Web Topic Opinion

Li Xue, Yun Xiong, yangyong Zhu, Jianfeng Wu, Zhiyuan Chen

181

Multiplex Topic Models

Juan Yang, Jia Zeng, William K. Cheung

192

Joint Naïve Bayes and LDA for Unsupervised Sentiment Analysis

Yong Zhang, Dong-Hong Ji, ying Su

195

Exploiting Machine Learning Techniques to Perform Side Channel Attack

Jung-Wei Chou, Yi-Lin Tsai, Min-Huang Chu, Shou-de Lin, Yun Jin, Chen-Mou Cheng

200

One Pass Concept Change Detection for Data Streams

Sripirakas Sakthithasan , Russel Pears, Yun Sing Koh

201

An Optimized Cost-Sensitive SVM for Imbalanced Data Learning

Peng Cao, Dazhe Zhao, Osmar Zaiane

237

Influential Nodes in One-Wave Diffusion Model for Location-Based Social Networks

Wu Hao-Hsiang, Mi-Yen Yeh

256

Video Quality Prediction over Wireless 4G

Chun Pong Lau, Xiangliang Zhang, Basem Shihada

270

EEG-based Person Verification Using Multi-Sphere SVDD and UBM

Phuoc Nguyen, Dat Tran, Trung Le, Xu Huang

278

Discovering Local Subgroups, with an Application to Fraud Detection

Rob Konijn, Wouter Duivesteijn, Wojtek Kowalczyk, Arno Knobbe

289

One-Class Transfer Learning with Uncertain Data

Bo Liu, Philip Yu, Yanshan Xiao, Zhifeng Hao

312

Incremental Mining of Significant URLs in Real-Time and Large-Scale Social Streams

Cheng-Ying Liu, Chi-Yao Tseng, Ming-Syan Chen

316

ProCF: Generalising Probabilistic Collaborative Filtering for Reciprocal Recommendation

Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia

326

AREM: A Novel Associative Regression Model Based On EM Algorithm

Zhonghua Jiang, George Karypis

336

On Linear Refinement of Differential Privacy-Preserving Query Answering

Xiaowei Ying, Xintao Wu, Yue Wang

371

Mining Interesting Itemsets in Graph Datasets

Boris Cule, Bart Goethals, Tayena Hendrickx

380

Location Recommendation Based on Periodicity of Human Activities and Location Categories

Seyyed Mohammadreza Rahimi, Xin Wang

ID

Paper Title

Author Names

9

Frequent Pattern Mining in Attributed Trees

Claude Pasquier, Jérémy Sanhes, Frédéric Flouvat, Nazha Selmaoui-Folcher

10

Clustering Patient Medical Records via Sparse Subspace Representation

Budhaditya Saha, Duc Son Pham, Dinh Phung, Svetha Veankatesh

15

Latent Patient Profile Modelling and Applications with Mixed-Variate Restricted Boltzmann Machine

Tu Dinh Nguyen, Truyen Tran, Dinh Phung, Svetha Veankatesh

20

Query-document Relevance Topic Models

Meng-Sung Wu, Hsin-Min Wang, Chia-Ping Chen

41

Low-rank Matrix Recovery with Discriminant Regularization

Z Zheng, L Guo, J Jia

45

Adaptive Temporal Entity Resolution on Dynamic Databases

Peter Christen, Ross Gayler

46

A Unified Metric for Categorical and Numerical Attributes in Data Clustering

Yiu-ming Cheung, Hong Jia

52

Measuring Reproducibility of High-throughput Deep-sequencing Experiments based on Self-adaptive Mixture Copula

Qian Zhang, Junping Zhang, Chenghai Xue

55

Decisive Supervised Learning

Eileen Ni, Da Kuang, charles Ling

56

Sparse Reductions for Fixed-Size Least Squares Support Vector Machines on Large Scale Data

Raghvendra Mall, Johan Suykens

63

Learning from Multiple Observers with Unknown Expertise

Han Xiao, Huang Xiao

65

Mining Frequent Patterns from Human Interactions in Meetings using Directed Acyclic Graphs

Anna Fariha, Chowdhury Ahmed, Longbing Cao

73

A Concept-drifting Detection Algorithm for Categorical Evolving Data

Fuyuan Cao, Joshua Huang

81

An Optimization Method for Proportionally Diversifying Search Results

Lin Wu, Yang Wang, John Shepherd,

83

The Role of Hubs in Cross-lingual Supervised Document Retrieval

Nenad Tomašev, Jan Rupnik, Dunja Mladenic

91

Learning Overlap Optimization for Domain Decomposition Methods

Steven Burrows, Jörg Frochte, Michael Völske, Ana Belén Martínez Torres, Benno Stein

96

An Extension of the Infinite Relational Model Incorporating Interaction Between Objects

Iku Ohama, Hiromi Iida, Takuya Kida, Hiroki Arimura

113

Dimensionality Reduction with Dimension Selection

Yi Guo, Junbin Gao, Feng Li,

126

Modeling Social Information Learning among Taxi Drivers

Siyuan Liu, Ramayya Krishnan, Emma Brunskill, Lionel Ni

127

Density-Based Clustering based on Hierarchical Density Estimates

Ricardo J. G. B. Campello, Davoud Moulavi, Joerg Sander

135

Split-Merge Augmented Gibbs Sampling for Hierarchical Dirichlet Processes

Santu Rana, Dinh Phung, Svetha Veankatesh

145

Mining Representative Movement Patterns through Compression

Hai Phan, Dino Ienco, Pascal Poncelet, Maguelonne Teisseire

147

Multi-view Visual Classification via a Mixed-norm Regularizer

Xiaofeng Zhu, zi huang, xindong Wu,

157

Mining User Interests from Information Sharing Behaviors in Social Media

Tingting Wang, Hongyan Liu, Jun He, Xiaoyong Du

160

The Positive-biased Nearest Neighbour Rule for Imbalanced Classification

Xiuzhen Zhang, Yuxuan Li

164

ViStruclizer: A Structural Visualizer for Multi-Dimensional Social Networks

Bing Tian Dai, Agus Trisnajaya Kwee, Ee-Peng Lim

165

Optimal Allocation of High Dimensional Assets through Canonical Vines

Wei Wei, Jinyan Li, Longbing Cao, Xixi Chen, Chenming Liu, Mu Li

167

Class Based Weighted K-Nearest Neighbor Over Imbalance Dataset

Harshit Dubey, Vikram Pudi

168

CLUEKR : CLUstering based Efficient kNN Regression

Harshit Dubey, Vikram Pudi

172

Anonymization for Multiple Released Social Network Graphs

Chih-Jui Lin Wang, En Tzu Wang, Arbee Chen

174

MassBayes: A new generative classifier with multi-dimensional likelihood estimation

Sunil Aryal, Kai Ming Ting

176

Top-N Recommendations by Learning User Preference Dynamics

Yongli Ren, Tianqing Zhu, Gang Li, Wanlei Zhou

178

Forgetting word segmentation in Chinese text classification with L1-regularized logistic regression

Qiang Fu, Xinyu Dai, Shujian Huang, Jiajun Chen

182

Product and User Dependent Social Network Models for Recommender Systems

Min Li, Qing Gu, Bin Luo

187

Learning Representative Nodes in Social Networks

Ke SUN, Donn Morrison, Eric Bruno, Stéphane Marchand-Maillet

197

ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning

Sukarna Barua, Kazuyuki Murase

199

Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters

Xiaoxiao Li, Jiyang Chen, Osmar Zaiane

212

Online Cross-lingual PLSI for Evolutionary Theme Patterns Analysis

Xin Xin, Kun Zhuang, ying Fang, Heyan Huang

215

F-Trail: Finding Patterns in Taxi Trajectories

Yasuko Matsubara, Lei Li, Evangelos Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos

219

Semantic Title Evaluation and Recommendation Based on Topic Models

Warren Jin, Lan Du

222

Mining Specific Features for Acquiring User Information Needs

Abdulmohsen Algarni, Yuefeng Li

225

Fuzzy Multi-Sphere Support Vector Data Description

Trung Le, Dat Tran, Wanli Ma

247

Mining Appliance Usage Patterns in a Smart Home Environment

Yi-Cheng Chen, Yu-Lun Ko, Wen-Chih Peng, Wang-Chien Lee

249

NARGES: PREDICTION MODEL FOR INFORMED ROUTING IN A COMMUNICATIONS NETWORK

Hooman Homayounfard, Paul Kennedy

259

Crest: Cluster-based Representation Enrichment for Short Text Classification

Zichao Dai, Aixin Sun, Xu-Ying Liu

265

Tracing Influential Nodes in a Social Network with Competing Information

Bolei Zhang, Zhuzhong Qian, sanglu Lu,

276

Node Classification in Social Network via a Factor Graph Model

Huan Xu, Yujiu Yang

279

Inducing Context Gazetteers from Encyclopedic Databases for Named Entity Recognition

Han-Cheol Cho, Naoaki Okazaki, Kentaro Inui

291

A Two-stage Approach for Generating Topic Models

Yang Gao, Yue Xu, Yuefeng Li, Bin Liu

292

Efficient Mining of Combined Subspace and Subgraph Clusters in Graphs with Feature Vectors

Stephan Günnemann, Brigitte Boden, Ines Färber, Thomas Seidl

310

Ensemble-based wrapper methods for feature selection and class imbalance learning

Pengyi Yang, Wei Liu, Bingbing Zhou, Sanjay Chawla, Albert Zomaya

314

Time Series Forecasting using Distribution Enhanced Linear Regression

Goce Ristanoski, James Bailey, Wei Liu

325

Fast and Effective Single Pass Bayesian Learning

Nayyar Zaidi, Geoff Webb

337

Twin Bridge Transfer Learning for Sparse Collaborative Filtering

Jiangfeng Shi, Mingsheng Long, Qiang Liu, Guiguang Ding, Jianmin Wang

377

ClaSP: An Efficient Algorithm for Mining Frequent Closed Sequences

Antonio Gomariz, Manuel Campos, Roque Marin, Bart Goethals

382

Framework for Storing and Processing Relational Entities in Stream Mining

Pawel Matuszyk, Myra Spiliopoulou

383

Cross Language Prediction of Vandalism on Wikipedia using Article Views and Revisions

Khoi-Nguyen Tran, Peter Christen

390

Discovering Semantics from Multiple Correlated Time Series

Zhi Qiao, Jing He, Guangyan Huang, Peng Zhang

391

Multi-Manifold Ranking: Using Multiple Features for Better Image Retrieval

Yang Wang, Muhammad Cheema, Xuemin Lin, Qing Zhang