Accepted Papers


Long Presentation


[16] Enabling Hierarchical Dirichlet Processes to work better for short texts at large scale
Khai Mai, Sang Mai, Anh Nguyen, Linh Ngo, Khoat Than

[21] A Greedy Algorithm to Construct L1 Graph with Ranked Dictionary
Shuchu Han, Hong Qin

[24] Leveraging Emotional Consistency for Semi-Supervised Sentiment Classification
Minh Luan Nguyen

[50] LBMF: Log-Bilinear Matrix Factorization for Recommender Systems
Yunhui Guo, Xin Wang, Congfu Xu

[60] An Expert-in-the-loop Paradigm for Learning Medical Image Grouping
Xuan Guo, Qi Yu, Rui Li, Cecilia Ovesdotter Alm, Cara Calvelli, Pengcheng Shi, Anne Haake

[78] Denoising Time Series By Way of A Flexible Model For Phase Space Reconstruction
Minhzul Islam Sk, Arunava Banerjee

[79] Deep Feature Extraction from Trajectories for Transportation Mode Estimation
Yuki Endo, Hiroyuki Toda, Kyosuke Nishida, Akihisa Kawanobe

[83] Unsupervised Parameter Estimation for One-Class Support Vector Machines
Zahra Ghafoori, Sutharshan Rajasegarar Sarah M. Erfani, Shanika Karunasekera, Christopher Leckie

[89] Adaptive Seeding for Gaussian Mixture Models
Johannes Blomer, Kathrin Bujna

[91] FastStep: Scalable Boolean Matrix Decomposition
Miguel Araujo, Pedro Ribeiro, Christos Faloutsos

[93] Frequent Pattern Outlier Detection without Exhaustive Mining
Arnaud Soulet, Arnaud Giacometti

[130] Social Group Based Video Recommendation Addressing the Cold-Start Problem
Chunfeng Yang, Yipeng Zhou, Liang Chen, Xiaopeng Zhang, Dah ming Chiu

[131] Will I Win Your Favor? Predicting the Success of Altruistic Requests
Hsun-Ping Hsieh, Cheng-Te Li

[133] Sparse Logistic Regression with Logical Features
Yuan Zou, Teemu Roos

[136] Optimal Training and Efficient Model Selection for Parameterized Large Margin Learning
Yuxun Zhou, Claire Baek, Costas J. Spanos

[143] Classification with Quantification for Air Quality Monitoring
Sanad Al Maskari, Eve B’elisle, Xue Li, S’ebastien Le Dig, Amin Nawahda, Jiang Zhong

[146] Predicting Post-Operative Visual Acuity for LASIK Surgeries
Manish Gupta, Prashant Gupta, Pravin Vaddavalli, Asra Fatima

[147] Clustering Large Attributed Graphs with Multiple Sparse Annotations
Jianping Cao, Senzhang Wang, Hui Wang, Feiyue Wang, Philip Yu

[167] Effective Local Metric Learning for Water Pipe Assessment
Mojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang, Simon Fong

[171] Modeling Adversarial Learning as Nested Stackelberg Games
Yan Zhou, Murat Kantarcioglu

[173] Discovering the Network Backbone from Traffic Activity Data
Venkata Rama Kiran Garimella, Sanjay Chawla, Aristides Gionis, Dominic Tsang

[175] OCEAN:Fast Discovery of High Utility Occupancy Itemsets
Bilong Shen, Zhaoduo Wen, Ying Zhao, Dongliang Zhou, Weimin Zheng

[181] Dual Similarity Regularization for Recommendation
Jing Zheng, Jian Liu, Chuan Shi, Fuzhen Zhuang, Bin Wu

[182] Hybrid Sampling with Bagging for Class Imbalance Learning
Yiu-ming Cheung, Yang Lu

[183] A Nonlinear Label Compression and Transformation Method for Multi-Label Classification using Autoencoders
Jorg Wicker, Andrey Tyukin, Stefan Kramer

[191] Link Prediction in Schema-Rich Heterogeneous Information Network
Xiaohuan Cao, Yuyan Zheng, Chuan Shi, Bin Wu

[208] A Fast and Complete Enumeration of Pseudo-Cliques for Large Graphs
Hongjie Zhai, Makoto Haraguchi, Yoshiaki Okubo, Etsuji Tomita

[209] Collaborative Deep Ranking: a Hybrid Pair-wise Algorithm with Implicit Feedback
Haochao Ying, Liang Chen, Yuwen Xiong, Jian Wu

[214] Dynamic Grouped Mixture Models for Intermittent Multivariate Sensor Data
Naoya Takeishi, Takehisa Yairi, Naoki Nishimura, Yuta Nakajima, Noboru Takata

[220] Significant Pattern Mining with Confounding Variables
Aika Terada, Dave duVerle, Koji Tsuda

[229] Robust Multi-View Manifold Ranking for Image Retrieval
Jun Wu, Jianbo Yuan, Jiebo Luo

[234] Exploring Heterogeneous Product Networks for Discovering Collective Marketing Hyping Behavior
Qinzhe Zhang, Guodong Long, Peng Zhang, Chengqi Zhang

[239] Toxicity Prediction in Cancer Using Multiple Instance Learning in a Multi-Task Framework
Cheng Li, Sunil Gupta, Santu Rana, Wei Luo, Svetha Venkatesh, David Ashley, Dinh Phung

[249] Efficient Page-Level Data Extraction Via Schema Verification
Chia-Hui Chang

[253] Building Compact Lexicons for Cross-Domain SMT by mining near-optimal Pattern Sets
Pankaj Singh, Ashish Kulkarni, Himanshu Ojha, Vishwajeet Kumar, Ganesh Ramakrishnan

[261] Image Representation Optimization Based on Locally Aggregated Descriptors
Shijiang Chen, Shijiang Chen, Guiguang Ding, Yuchen Guo

[265] Bayesian Group Feature Selection for Support Vector Learning Machines
Changde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He, Guoping Long

[284] Active Learning Based Entity Resolution Using Markov Logic
Jeffrey Fisher, Peter Christen, Qing Wang

[305] Grade Prediction with Course and Student Specific Models
Agoritsa Polyzou, George Karypis


Regular Presentation


[2] Automated Setting of Bus Schedule Coverage using Unsupervised Machine Learning
Jihed Khiari, Luis Moreira-Matias, Vitor Cerqueira, Oded Cats

[3] Multi-Hypergraph Consistent Sparse Coding for Image Data Clustering
Xiaodong Feng, Sen Wu, Wenjun Zhou, Zhiwei Tang

[27] Linear Upper Confidence Bound Algorithm for Contextual Bandit Problem with Piled Rewards
Kuan-Hao Huang, Hsuan-Tien Lin

[32] A Precise and Robust Clustering Approach using Homophilic Degrees of Graph Kernel
Haolin Yang, Deli Zhao, Lele Cao, Fuchun Sun

[40] Indoor Positioning System for Smart Homes based on Decision Trees and Passive RFID
Frederic Bergeron, Kevin Bouchard, Sylvain Giroux, SEbastien Gaboury, Bruno Bouchard

[44] Matrices, Compression, Learning Curves: formulation, and GROUPNTEACH algorithms
Bryan Hooi, Hyun Ah Song, Evangelos Papalexakis, Rakesh Agrawal, Christos Faloutsos

[48] Privacy Aware K-Means Clustering with High Utility
Thanh Nguyen, Sunil Gupta, Santu Rana, Svetha Venkatesh

[52] Forest CERN: A New Decision Forest Building Technique
Md Nasim Adnan, Md Zahidul Islam

[53] Secure k-NN Query on Encrypted Cloud Data with Limited Key-disclosure and Offline Data Owner
Youwen Zhu, Zhikuan Wang, Yue Zhang

[54] Incremental Hierarchical Clustering of Stochastic Patterns for Symbolic Data Analysis
Xin Xu, Jiaheng Lu, Wei Wang

[56] Cost-Minimizing Team Hires with Participation Constraint
Mengjie Wan, Jianbin Huang, Ke Liu, Heli Sun, Zhou Yang

[62] Hashing-based Distributed Multi-party Blocking for Privacy-preserving Record Linkage
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios Verykios

[63] Unsupervised and Semi-Supervised Dimensionality Reduction with Self-Organizing Incremental Neural Network and Graph Similarity Constraints
Zhiyang Xiang, Zhu Xiao, Yourong Huang, Dong Wang, Chen Wenjie

[64] Reusing Extracted Knowledge in Genetic Programming to Solve Complex Texture Image Classification Problems
Muhammad Iqbal, Mengjie Zhang

[68] TrafficWatch: Real-time Traffic Incident Detection and Monitoring Using Social Media
Hoang Nguyen, Wei Liu, Paul Rivera, Fang Chen

[76] An Empirical Study on Hybrid Recommender System with Implicit Feedback
Sunhwan Lee, Anca Chandra, Divyesh Jadav

[80] Cross-View Feature Hashing for Image Retrieval
Wei Wu, Bin Li, Ling Chen, Chengqi Zhang

[86] Online Learning for Accurate Real-Time Map Matching without Human Labeling
Biwei Liang, Tengjiao Wang, Wei Chen, Hongyan Li

[94] Ensembles of Interesting Subgroups for Discovering High Potential Employees
Girish Palshikar, Kuleshwar Sahu, Rajiv Srivastava

[107] Who will be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference Modeling
Ling Luo, Bin Li, Irena Koprinska, Shlomo Berkovsky, Fang Chen

[111] Constraint Based Subspace Clustering for High Dimensional Uncertain Data
XianChao Zhang, Lu Gao, Hong Yu

[127] Personal Credit Profiling via Latent User Behavior Dimensions on Social Media
Guangming Guo, Enhong Chen, Feida Zhu, Le Wu, Qi Liu

[129] Early-Stage Event Prediction for Longitudinal Data
Mahtab Jahanbani Fard, Sanjay Chawla, Chandan Reddy

[138] Flexible Transfer Learning Framework for Bayesian Optimisation
Tinu Joy, Santu Rana, Sunil Gupta, Svetha Venkatesh

[139] Sparse Adaptive Multi-Hyperplane Machine
Khanh Nguyen, Trung Le, Vu Nguyen, Dinh Phung

[145] Query-focused Multi-document Summarization based on Concept Importance
HaiTao Zheng, Jimin Guo

[159] Locally Weighted Ensemble Learning for Regression
Qinghua Hu, Man Yu

[163] Shot Boundary Detection using Multi-instance Incremental and Decremental One-Class Support Vector Machines
Hanhe Lin, Jeremiah Deng, Brendon Woodford

[168] A Rule based Open Information Extraction Method Using Cascaded Finite-State Transducer
Hailun Lin, Peng Zhang

[174] A Simple Unlearning Framework for Online Learning under Concept Drifts
Sheng-Chi You, Hsuan-Tien Lin

[178] FeRoSA: A Faceted Recommendation System for Scientific Articles
Tanmoy Chakraborty, Amrith Krishna, Mayank Singh, Niloy Ganguly, Pawan Goyal, Animesh Mukherjee

[179] Towards Automatic Generation Of Metafeatures
Fabio Pinto, Carlos Soares, Joao Mendes-Moreira

[187] Predicting Unknown Interactions between Known Drugs and Targets via Matrix Completion
Qing Liao, Naiyang Guan, Chengkun Wu, Qian Zhang

[192] Analyzing Similarities of Datasets using a Pattern Set Kernel
Ibrahim A, P Sastry, Shivakumar Sastry

[201] Hash Learning with Convolutional Neural Networks for Semantic Based Image Retrieval
Jinma Guo, Jianmin Li, Shifeng Zhang

[203] Enhanced SVD for Collaborative Filtering
Xin Guan, Chang-Tsun Li, Yu Guan

[210] Reliable Confidence Predictions Using Conformal Prediction
Henrik Linusson, Ulf Johansson, Henrik Bostrom, Tuve Lofstrom

[223] A Clustering-based Framework for Incrementally Repairing Entity Resolution
Qing Wang, Jingyi Gao, Peter Christen

[226] Parallel Discord Discovery
Tian Huang, Mengyun Liu, Xinyang Li, Yishu Mao, Yongxin Zhu

[231] Dboost: a fast algorithm for DBSCAN-based clustering on high dimensional data
Yuxiao Zhang, Xiaorong Wang, Binyang Li, Wei Chen, Tengjiao Wang, and Kai Lei

[242] Mirror on the Wall: Finding Similar Questions using Deep Semantic Topic Modeling
Arpita Das, Manish Shrivastava, Manoj Chinnakotla

[245] An Efficient Dynamic Programming Algorithm for STR-IC-STR-IC-LCS Problem
Xiaodong Wang

[250] Computing Hierarchical Summary of the Data Streams
Zubair Shah, Abdun Naser Mahmood, Michael Barlow

[255] Distributed Sequential Pattern Mining in Large Scale Uncertain Databases
Jiaqi Ge, Yuni Xia

[256] The effect on accuracy of tweet sample size for hashtag segmentation dictionary construction
Laurence Park, Glenn Stone

[260] WANBIA-C trick for Effective Pre-conditioning of Logistic Regression with Mean-Square-Error
Nayyar A. Zaidi, Francois Petitijean, Geoff I. Webb

[263] DeepCare: A Deep Dynamic Memory Model for Predictive Medicine
Trang Pham, Truyen Tran, Dinh Phung, Svetha Venkatesh

[269] Fast and Semantic Measurements on Collaborative Tagging Quality
Yuqing Sun

[276] Active Distance-Based Clustering using K-medoids
Mehrdad Ghadiri, Amin Aghaee, Mahdieh Soleymani Baghshah

[280] Transfer-Learning based Model for Reciprocal Recommendation
Chia-Hsin Ting, Shou-De Lin

[285] Social Identity Link across Incomplete Social Information Sources Using Anchor Link Expansion
Yuxiang Zhang, Lulu wang, Xiaoli Li, Chunjing Xiao

[296] Joint Classification with Heterogeneous labels using random walk with dynamic label propagation
Yongxin Liao, Shenxi Yuan, Jian Chen, Qingyao Wu, Bin Li

[304] Incorporating Heterogeneous Information for Mashup Discovery with Consistent Regularization
Yao Wan, Liang Chen, Qi Yu, Tingting Liang, Jian Wu