Accepted Papers

(1) Papers accepted by main conference

Long Presentation Papers

Minimizing Expected Loss for Risk-Avoiding Reinforcement Learning
Jung-Jung Yeh, Tsung-Ting Kuo, William Chen and Shou-De Lin
Learning Sparse and Scale-free Networks
Melih Aslan, Xuewen Chen and Hong Cheng
Active Learning for Text Classification Using the LSI Subspace Signature Model
Weizhong Zhu and Robert B. Allen
A Semisupervised Associative Classification Method for POS Tagging
Pratibha Rani, Vikram Pudi and Dipti Sharma
Optimizing Specificity under Perfect Sensitivity for Medical Data Classification
Cho-Yi Hsiao, Hung-Yi Lo, Tu-Chun Yin and Shou-De Lin
Interactive Correlation Clustering
Floris Geerts and Reuben Ndindi
Rough Possibilistic Meta-Clustering of Retail Datasets
Asma Ammar, Zied Elouedi and Pawan Lingras
Community detection in social networks: the power of ensemble methods
Rushed Kanawati
Learning a Proximity Measure to Complete a Community
Maximilien Danisch, Jean-Loup Guillaume and Benedicte Le Grand
Sentiment Detection and Visualization of Chinese Micro-blog
Zhitao Wang, Zhiwen Yu, Liming Chen and Bin Guo
A Confidence-based Entity Resolution Approach with Incomplete Information
Qi Gu, Yan Zhang, Jian Cao and Guandong Xu
Social Influence-Aware Reverse Nearest Neighbor Search
Hui-Ju Hung, De-Nian Yang and Wang-Chien Lee
Influence Maximization in a Social Network in the Presence of Multiple Influences and Acceptances
Jun-Li Lu, Ling-Yin Wei and Mi-Yen Yeh
Efficient Analysis of Node Influence Based on SIR Model over Huge Complex Networks
Masahiro Kimura, Kazumi Saito, Kouzou Ohara and Hiroshi Motoda
Probabilistic Category-based Location Recommendation Utilizing Temporal Influence and Geographical Influence
Dequan Zhou and Xin Wang
Human Behaviour Analysis Using Multimodal Emotion Recognition
Prashant Jha and Rammohana Reddy Guddeti
Semi-randomized Hashing for Large Scale Data Retrieval
Haichuan Yang, Xiao Bai, Jun Zhou, Peng Ren, Jian Cheng and Lu Bai
A Token Authentication Solution for Hadoop Based on Kerberos Pre-Authentication
Kai Zheng and Weihua Jiang
Exploring Technological Trends for Patent Evaluation
Shuting Wang, Wang-Chien Lee, Zhen Lei, Xianliang Zhang and Yu-Hsuan Kuo
Similarity Analysis of Service Descriptions for Efficient Web Service Discovery
Sowmya Kamath S and Ananthanarayana V.S
Detecting Hidden Propagation Structure and Its Application to Analyzing Phishing
Yang Liu and Mingyan Liu
A Model-Selection Framework for Concept-Drifting Data Streams
Bo-Heng Chen and Kun-Ta Chuang

Short Presentation Papers

Pseudo Labels for Imbalanced Multi-Label Learning
Wenrong Zeng, Xuewen Chen and Hong Cheng
Proactive Learning with Multiple Class-Sensitive Labelers
Seungwhan Moon and Jaime Carbonell
Itemset Approximation Using Constrained Binary Matrix Factorization
Seyed Hamid Mirisaee, Eric Gaussier and Alexandre Termier
Critical Class Sensitive Active Learning Method for Classification of Remote Sensing Imagery
Lian-Zhi Huo, Zheng Zhang and Liang Tang
Appliance and State Recognition using Hidden Markov Models
Antonio Ridi, Christophe Gisler and Jean Hennebert
Content Specific Coverage Patterns for Banner Advertisement Placement
Venkata Trinath Atmakuri, Gowtham Srinivas Parupalli and Krishna Reddy Polepalli
Matrix Completion Based on Feature Vector and Function Approximation
Shiwei Ye, Yuan Sun and Yi Sun
RAKHYA’S Method: A Case Based Approach to Solve n-Queens Problem
Sourabh Rakhya and Saurabh Singh
Inferring Potential Users in Mobile Social Networks
Tsung-Hao Hsu, Chien-Cheng Chen, Meng-Fen Chiang, Kuo-Wei Hsu and Wen-Chih Peng
Overlapping Community Detection in Social Network Based on Microblog User Model
Yajun Gu, Bofeng Zhang, Guobing Zou, Mingqing Huang and Keyuan Jiang
Information Diffusion among Users on Facebook Fan Pages over Time: Its Impact on Movie Box Office
Wan-Hsin Tang, Mi-Yen Yeh and Anthony J.T. Lee
Diversification in News Recommendation for Privacy Concerned Users
Maunendra Sankar Desarkar and Neha Shinde
Recommending Funding Collaborators with Scholar Social Networks
Juan Zhao, Kejun Dong and Jianjun Yu
An Incremental Scheme for Large-scale Social-based Recommender Systems
Chia-Ling Hsiao, Zih-Syuan Wang and Wei-Guang Teng
Crowdsourced Data Analytics: A Case Study of Predictive Modeling Competition
Yukino Baba, Nozomi Nori, Shigeru Saito and Hisashi Kashima
Large-Scale Factorization of Type-Constrained Multi-Relational Data
Denis Krompass, Maximilian Nickel and Volker Tresp
Diversified Ranking on Graphs from the Influence Maximization Viewpoint
Li-Yen Kuo and Ming-Syan Chen
Mining influence in evolving entities: A study on stock market
Chang Liao, Yanfei Huang, Xibin Shi and Xin Jin
An Accuracy Enhancement Algorithm for Fingerprinting Method
Yuntian Brian Bai, Mani Williams, Falin Wu, Allison Kealy and Kefei Zhang
Exploiting Mobility for Location Promotion in Location-based Social Networks
Wen-Yuan Zhu, Wen-Chih Peng and Ling-Jyh Chen
The Purpose of Motion: Learning Activities from Individual Mobility Networks
Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Fosca Giannotti and Dino Pedreschi
On Selecting Feature-Value Pairs on Smart Phones for Activity Inferences
Gunarto Sindoro Njoo, Yu-Hsiang Peng, Wen-Chih Peng and Kuo-Wei Hsu
Storage Efficient Graph Search by Composite Dynamic-and-Static Indexing of a Single Network
Yan Xie and Philip Yu
An Improved Dynamic Adaptive Multi-tree Search Anti-collision Algorithm Based on RFID
Min Shao, Xiao-Fang Jin and Li-Biao Jin
Indexing and Retrieval of Human Motion Data Based on a Growing Self-Organizing Map
Da-Cheng Yu and Wei-Guang Teng
Investigating Sample Selection Bias in the Relevance Feedback Algorithm of the Vector Space Model for Information Retrieval
Massimo Melucci
Hadoop based Deep Packet Inspection System for Traffic Analysis of E-Business Websites
Jiangtao Luo, Yan Liang, Wei Gao and Junchao Yang
A Data Reusing Strategy Based On Hive
Heng Xie, Mei Wang and Jiajin Le
Dehazing algorithm’s high performance and parallel computing for GF-1 satellite images
Changmiao Hu, Xiaojun Shan and Zheng Zhang
General In-Situ Matrix Transposition Algorithm for Massively Parallel Environments
Marcin Gorawski and Michal Lorek
A Way For Accelerating The DNA Sequence Reconstruction Problem By CUDA
Yukun Zhong, Jianbiao Lin, Che Nian, Chen Tao and Baoqiu Wang
A New Pre-Pushing VoD Scheme in Hierarchical Network Environment
Fei Long and Xingjun Wang
Account Level Demand Estimation and Intelligence Framework
Pranjal Mallick, Vikash Kumar Sharma, Parikshit Bhinde and Mutha Reddy Mandapati
Modelling and Simulation for “Event Driven-Time Driven-Parameters Changes” Paradigm with Applications
Ahmed Rabie Ginidi and Hassen Taher Dorrah
Exploring New Privacy Approaches in a Scalable Classification Framework
M Saravanan, Mohamed Thoufeeq, S Akshaya and V.L Jayasre Manchari
Usage Signatures Analysis – An Alternative Method for Preventing Fraud in e-Commerce Applications
Gabriel Mota, Joana Fernandes and Orlando Belo
A Probabilistic Condensed Representation of Data for Stream Mining
Michael Geilke, Andreas Karwath and Stefan Kramer
Incrementally Mining Temporal Patterns in Interval-based Databases
Yi-Cheng Chen, Julia Tzu-Ya Weng, Jun-Zhe Wang, Chien-Li Chou, Jiun-Long Huang and Suh-Yin Lee.


(2) Papers accepted by special sessions

Special Session: Statistical and Mathematical Tools for Data Mining – SMTDM

Efficient Learning of General Bayesian Network Classifier by Local and Adaptive Search
Sein Minn, Shunkai Fu and Michel C. Desmarais
A Naive Bayesian Classifier in Categorical Uncertain Data Streams
Jiaqi Ge, Yuni Xia and Jian Wang
A New Set of Random Forests with Varying Dynamic Data Reduction and Voting Techniques
Hussein Mohsen, Hasan Kurban, Mark Jenne and Mehmet Dalkilic
A Probability Product Kernel for Text Classification
Hai Cao and Mingmin Chi
Centroid Training to Achieve Effective Text Classification
Libiao Zhang, Yuefeng Li, Yue Xu, Dian Tjondronegoro and Chao Sun
Representing Sentence with Unfolding Recursive Autoencoders and Dynamic Average Pooling
Yin Hang, Zhang Chunhong, Zhu Yunkai and Ji Yang
A Novel Context-based Implicit Feature Extracting Method
Li Sun, Sheng Li, Jiyun Li and Jutao Lv
Local Feature Based Dynamic Time Warping
Zheng Zhang, Liang Tang and Ping Tang
Mobile User Stability Prediction with Random Forest Model
Danqin Wang and Xiaolong Zhang
Beyond Association Rule Mining: Exceptional Relationships
J. M. Luna, Mykola Pechenizkiy and Sebastián Ventura
Detecting Stock Market Manipulation Using Supervised Learning Algorithms
Koosha Golmohammadi, Osmar Zaiane and David Diaz
Recommending Missing Citations for Newly Granted Patents
Sooyoung Oh, Zhen Lei, Wang-Chien Lee and John Yen

Special Session: Warehousing and Intelligent Analysis of Complex Network Big Data – WIACNBD

FCA for Common Interest Communities discovering
Soumaya Guesmi, Chiraz Trabelsi and Chiraz Latiri
Diversification Recommendation of Popular Articles in Micro-blog Scenario
Jianxing Zheng, Bofeng Zhang, Guobing Zou and Xiaodong Yue
Analysis of Circadian Rhythms from Online Communities of Individuals with Affective Disorders
Bo Dao, Thin Nguyen, Dinh Phung and Svetha Venkatesh
Link Prediction and Threads in Email Networks
Qinna Wang
Mining Approximate Multi-Relational Patterns
Eirini Spyropoulou and Tijl De Bie
A Detecting Community Method in Complex Networks with Fuzzy Clustering
Xiao Feng Wang, Gong Shen Liu and Jian Hua Li
Neural Network-Based Approaches for Predicting Query Response Times
Elif Ezgi Yusufoglu, Murat Ayyildiz and Ensar Gul
User Preference Space Partition and Product Filters for Reverse Top-k Queries
Zong-Hua Yang and Hung-Yu Kao
Finding Top-k Semantically Related Terms in Relational Keyword Search
Xiangfu Meng and Jingyu Shao
Design Process for Big Data Warehouses
Francesco Di Tria, Ezio Lefons and Filippo Tangorra
A Broking Mechanism Based on Service Adaptive Using MROSP Algorithm
Ashish Tiwari, Mehul Mahrishi and Vipin Sharma
23-bit Metaknowledge Template Towards Big Data Knowledge Discovery and Management
Nima Bari, Roman Vichr, Kamran Kowsari and Simon Berkovich

Special Session: Environmental and Geo-spatial Data Analytics – EGSDA

Tseng and Zhi-Hua Zhou. Location Semantics Prediction for Living Analytics by Mining Smartphone Data
Chi-Min Huang, Jia-Ching Ying, Vincent S
Management of Complex Data Objects in Ship Designing Process
Ruihan Bao and Hongming Cai
Mean Shift-based Target Tracking for Moving Spherical Object in Video
Bozhao Li
SAR Target Recognition Based on Deep Learning
Sizhe Chen and Haipeng Wang
Mining Sequential Rules with Formal Semantics
Liqiang Geng and Xin Wang
Mining Frequent Time Interval-based Event with Duration Patterns from Temporal Database
Kuan-Ying Chen, Bijay Jaysawal, Jen-Wei Huang and Yong-Bin Wu

Special Session: Bioinformatics, Biomedical, Health & Medical Analytics – BHMA

Measurement of Data Quality in Health Unit Web Sites – Towards a Model
Patrícia Leite Brandão and Álvaro Rocha
Sharing Sensitive Medical Data Sets for Research Purposes – A Case Study
Kalpana Singh, Jia Rong and Lynn Batten
Mobile-based Food Classification for Type-2 Diabetes Using Nutrient and Textual Features
Yan Luo, Charles Ling and Shuang Ao
Solving Longest Overlap Region Problem for Noncoding DNA Sequence with GPU
Yukun Zhong, Jianbiao Lin, Chen Tao, Baoqiu Wang and Che Nian
Investigation of SEE on a 32-bit Microprocessor Based on SPARC V8 Architecture by Laser Test
Chunqing Yu, Long Fan, Suge Yue, Maoxin Chen and Shougang Du
Individualized Arrhythmia Detection with ECG Signals from Wearable Devices
Thanh Binh Nguyen, Wei Luo, Terry Caelli, Svetha Venkatesh and Dinh Phung

Special Session: Exploratory Computing – EC

Exploratory Computing: A Draft Manifesto
Nicoletta Di Blas, Mirjana Mazuran, Paolo Paolini, Elisa Quintarelli and Letizia Tanca
Exploratory Portals. The Need for a New Generation
Paolo Paolini and Nicoletta Di Blas
Exploring Emotions over Time within the Blogosphere
Patrick Hennig, Philipp Berger, Lukas Pirl, Lukas Schulze and Christoph Meinel
StatsReduce in the Cloud for Approximate Analytics
Michel De Rougemont
An Implementation of the Efficient Huge Amount of Pseudo-random Unique Numbers Generator and the Acceleration Analysis of Parallelization
Yun-Te Lin, Yung-Hsiang Huang, Yu-Jung Cheng, Yi-Hao Hsiao, Fang-Pang Lin, Jih-Sheng Chang and Shengwen Wang
Toward Robust Classification Using the Open Directory Project
Jongwoo Ha, Jung-Hyun Lee, Won-Jun Jang, Yong-Ku Lee and Sangkeun Lee