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ORCID14th ICDM Workshops 2014: Shenzhen, China
- Zhi-Hua Zhou, Wei Wang, Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang, Xindong Wu:
2014 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2014, Shenzhen, China, December 14, 2014. IEEE Computer Society 2014, ISBN 978-1-4799-4274-9
Ninth International Workshop on Spatial and Spatio-Temporal Data Mining - SSTDM 2014
- Luke Bermingham, Kyungmi Lee, Ickjai Lee:
Spatio-Temporal Trajectory Region-of-Interest Mining Using Delaunay Triangulation. 1-8 - Alina Bialkowski
, Patrick Lucey, Peter Carr, Yisong Yue, Sridha Sridharan, Iain A. Matthews:
Identifying Team Style in Soccer Using Formations Learned from Spatiotemporal Tracking Data. 9-14 - Zhe Jiang, Shashi Shekhar, Azamat Kamzin, Joseph F. Knight:
Learning a Spatial Ensemble of Classifiers for Raster Classification: A Summary of Results. 15-18 - Hailin Li, Xiaoji Wan, Ye Liang, Shile Gao:
Dynamic Time Warping Based on Cubic Spline Interpolation for Time Series Data Mining. 19-26 - Fengjiao Wang, Guan Wang, Philip S. Yu:
Why Checkins: Exploring User Motivation on Location Based Social Networks. 27-34 - Ye Wang, Kyungmi Lee, Ickjai Lee:
Directional Higher Order Information for Spatio-Temporal Trajectory Dataset. 35-42 - Jie Xu, Dingxiong Deng, Ugur Demiryurek, Cyrus Shahabi, Mihaela van der Schaar:
Context-Aware Online Spatiotemporal Traffic Prediction. 43-46 - Wen Yu, Frans Coenen, Michele Zito, Kwankamon Dittakan:
Classification of 3D Surface Data Using the Concept of Vertex Unique Labelled Subgraphs. 47-54
Ninth Workshop on Optimization Based Techniques for Emerging Data Mining - OEDM 2014
- Yibing Chen, Yong Shi, Cheng-Few Lee, Minqiang Li, Yuewen Liu:
Measuring and Predicting Systemic Risk in the Chinese Banking System. 55-59 - Limeng Cui, Fan Meng, Yong Shi, Minqiang Li, An Liu:
A Hierarchy Method Based on LDA and SVM for News Classification. 60-64 - Dewei Li, Yingjie Tian, Honggui Xu:
Deep Twin Support Vector Machine. 65-73 - Yuan-Hai Shao, Chun-Na Li, Zhen Wang, Ming-Zeng Liu, Nai-Yang Deng:
Proximal Classifier via Absolute Value Inequalities. 74-79 - Lavneet Singh, Girija Chetty:
An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines. 80-87 - Bo Wang, Yong Shi, Wayne Wei Huang, Guanfeng Liu:
Misclassification Minimization Based on Multiple Criteria Linear Programming. 88-92 - Ying Zhang, Yingjie Tian, Zhiquan Qi:
Biased Support Vector Machine with Self-Constructed Universum for PU Learning. 93-100 - Xi Zhao, Zhensong Chen, Yong Shi:
Active Learning with Nonparallel Support Vector Machine for Binary Classification. 101-104 - Xiaofei Zhou, Li Guo, Ping Liu, Yanbing Liu:
Latent Factor SVM for Text Categorization. 105-110
Fifth Workshop on Biological Data Mining and Its Applications in Healthcare - BioDM 2014
- Luiz Henrique Giovanini Marrega, Júlio César Nievola:
Evaluation of the Relevance of Linear and Nonlinear Posturographic Features in the Recognition of Healthy Subjects and Stroke Patients. 111-118 - Jenna Marie Reps, Uwe Aickelin:
Incorporating Spontaneous Reporting System Data to Aid Causal Inference in Longitudinal Healthcare Data. 119-126 - Terry H. Tsai, Niels Kasch, Craig Pfeifer, Tim Oates:
Text Mining for Hypotheses and Results in Translational Medicine Studies. 127-132 - Jim Jing-Yan Wang, Xin Gao:
Minimum Information Loss Based Multi-kernel Learning for Flagellar Protein Recognition in Trypanosoma Brucei. 133-141
Seventh International Workshop on Domain Driven Data Mining - DDDM 2014
- Bernard Chen, Christopher Rhodes, Aaron Crawford, Lorri Hambuchen:
Wineinformatics: Applying Data Mining on Wine Sensory Reviews Processed by the Computational Wine Wheel. 142-149 - Jon Garibaldi, Eamonn Ferguson, Uwe Aickelin:
A Data Mining Framework to Model Consumer Indebtedness with Psychological Factors. 150-157 - Yuye He, Sebastien Blandin, Laura Wynter, Barry M. Trager:
Analysis and Real-Time Prediction of Local Incident Impact on Transportation Networks. 158-166 - Santosh Kabbur, George Karypis:
NLMF: NonLinear Matrix Factorization Methods for Top-N Recommender Systems. 167-174 - Chun-Guo Li, Xing Mei, Bao-Gang Hu:
Two-Phase Attribute Ordering for Unsupervised Ranking of Multi-attribute Objects. 175-182 - Stephen O. Moepya, Sharat S. Akhoury, Fulufhelo V. Nelwamondo:
Applying Cost-Sensitive Classification for Financial Fraud Detection under High Class-Imbalance. 183-192 - Andrew Nocka, Danning Zheng, Tianran Hu, Jiebo Luo:
Moneyball for Academia: Toward Measuring and Maximizing Faculty Performance and Impact. 193-197 - Fa Shao, Yan-Tuan Xian, Jianyi Guo, Zhengtao Yu, Cunli Mao:
A Standard Bibliography Recommended Method Based on Topic Model and Fusion of Multi-feature. 198-204 - Yaqiong Wang, Junjie Wu, Zhiang Wu, Hua Yuan, Xu Zhang:
Popular Items or Niche Items: Flexible Recommendation Using Cosine Patterns. 205-212 - Wenchao Xiao, Yan Yang, Hongjun Wang, Yingge Xu:
Clustering Ensemble and Application in HST Dataset. 213-220 - Takashi Yamauchi, Casady Bowman:
Mining Cursor Motions to Find the Gender, Experience, and Feelings of Computer Users. 221-230 - Mingjing Yang, Huiru Zheng, Haiying Wang, Sally I. McClean, Ruth E. Mayagoitia:
Statistical and Machine Learning Approach to Assessing the Environmental Impact on Walking Patterns. 231-235 - Hanmin Ye, Zihang Song, Qianting Sun:
Device Performance Analysis of Cloud Computing Data Center Two-Layer Interconnection Model Based on MPLS/IP Core Backbone Network. 236-242 - Jingyuan Zhang, Xiaoxiao Shi, Xiangnan Kong, Hong-Han Shuai, Philip S. Yu:
Discovering Organizational Correlations from Twitter. 243-250 - Jingsong Zhang, Yinglin Wang, Dingyu Yang:
Automatic Learning Common Definitional Patterns from Multi-domain Wikipedia Pages. 251-258 - Rui Zhao, Kezhi Mao:
Supervised Adaptive-Transfer PLSA for Cross-Domain Text Classification. 259-266 - Xiaofei Zhou, Li Guo, Tianyi Wang, Yue Hu:
Text Feature Selection Based on Class Subspace. 267-273
Fourth International Workshop on Data Mining for Service - DMS 2014
- Stephane Cheung, Yasuyuki Shirai, Hiroyuki Morita, Masakazu Nakamoto:
Understanding Changes in Customer Purchase Behavior: Study of Attenuation Model for Multiparametric Purchase Preferences. 274-283 - Shoji Hirano, Shusaku Tsumoto:
Visualization of Patient Distributions in a Hospital Based on the Clinical Actions Stored in EHR. 284-288 - Toshihiko Kawamura, Tomohiro Kimura, Shusaku Tsumoto:
Data Mining-Based Service Quality Estimation in Hospital Information System. 289-295 - Brendan Kitts, Dyng Au:
A Comparison of Algorithms for TV Ad Targeting. 296-305 - Shigang Liu, Honghua Dai:
Examination of Reliability of Missing Value Recovery in Data Mining. 306-313 - Kazuo Misue:
Visual Exploration of a Series of Academic Conferences. 314-320 - Maitreya Natu, Vaishali P. Sadaphal, Vaishali Kulkarni:
Configurable Analytics Framework for Management of Enterprise IT Systems. 321-327 - Masumi Okuda, Akira Yasuda, Shusaku Tsumoto:
Factors of Patient Satisfaction Based on Distant Analysis in HCAHPS Databases. 328-337 - Jenna Reps, Uwe Aickelin, Jonathan M. Garibaldi, Chris Damski:
Personalising Mobile Advertising Based on Users' Installed Apps. 338-345 - Wancai Zhang, Hailong Sun, Xudong Liu, Xiaohui Guo:
An Incremental Tensor Factorization Approach for Web Service Recommendation. 346-351
Sentiment Elicitation from Natural Text for Information Retrieval and Extraction - SENTIRE
- Sonja Gievska, Kiril Koroveshovski, Tatjana Chavdarova:
A Hybrid Approach for Emotion Detection in Support of Affective Interaction. 352-359 - Andrés Gómez de Silva Garza, Erik Cambria, Rafael Pérez y Pérez:
Commonsense Knowledge as the Glue in a Hybrid Model of Computational Creativity. 360-364 - Christopher Krauss, Stefan Arbanowski:
Social Preference Ontologies for Enriching User and Item Data in Recommendation Systems. 365-372 - Nektaria Potha, Manolis Maragoudakis:
Cyberbullying Detection using Time Series Modeling. 373-382 - Shadi Shaheen, Wassim El-Hajj, Hazem M. Hajj, Shady Elbassuoni:
Emotion Recognition from Text Based on Automatically Generated Rules. 383-392 - Valentina Sintsova, Claudiu Cristian Musat, Pearl Pu:
Semi-Supervised Method for Multi-category Emotion Recognition in Tweets. 393-402 - Yunqing Xia, Xiaoyu Li, Erik Cambria, Amir Hussain:
A Localization Toolkit for Sentic Net. 403-408 - Hua Yuan, Hualin Xu, Yu Qian, Kai Ye:
Towards Summarizing Popular Information from Massive Tourism Blogs. 409-416 - Qiyun Zhao, Hao Wang, Pin Lv:
Joint Propagation and Refinement for Mining Opinion Words and Targets. 417-424 - Max Zimmermann, Eirini Ntoutsi, Myra Spiliopoulou:
A Semi-Supervised Self-Adaptive Classifier over Opinionated Streams. 425-432
Designing the Market of Data for Practical Data Sharing via Educational and Innovative Communications - MoDAT 2014
- Akinori Abe:
Abduction Dealing with Potential Values and Its Datasets. 433-440 - Teruaki Hayashi, Yukio Ohsawa:
Estimation of Novelty Assessment of Strategic Scenarios Using Relativeness. 441-446 - Kenshin Ikegami, Yukio Ohsawa:
Modeling of Writing and Thinking Process in Handwriting by Digital Pen Analysis. 447-454 - Fukiko Kobayashi, Yumiko Nara:
A Narrative Analysis by Text Mining Technique Using Key Graph: Similarity and Difference of a View of Oral Health and Oral Risk Cognition between Japanese Living People and Dentists. 455-461 - Noriyuki Kushiro, Shodai Matsuda, Ryoichi Torikai, Kunio Takahara:
A System Design Method Based on Interaction between Logic and Data Sets. 462-469 - Jun Nakamura:
Creating Essential Hypothesis and Rules in Product Planning - Introducing Abductive Inference Model. 470-476 - K. Thomas Pickard:
Exploring Markets of Data for Personal Health Information. 477-480 - Makoto Sakahara, Shogo Okada, Katsumi Nitta:
Domain-Independent Unsupervised Text Segmentation for Data Management. 481-487 - Baoxu Shi, Tim Weninger:
Mining Interesting Meta-Paths from Complex Heterogeneous Information Networks. 488-495 - Masahiko Teramoto, Jun Nakamura:
Adaptability of Dynamic Quality Function Deployment to the Concept Design of Electric Trucks: An Attempt to Knowledge Management and Data Engineering. 496-502 - Qinyong Wang, Hao Wang, Chen Zhang, Wei Wang, Zhe Chen, Fanjiang Xu:
A Parallel Implementation of Idea Graph to Extract Rare Chances from Big Data. 503-510 - Yanjun Zhu, Yasufumi Takama, Yu Kato, Shogo Kori, Hiroshi Ishikawa:
Introduction of Search Engine Focusing on Trend-Related Queries to Market of Data. 511-516
Fourth International Workshop on Data Mining in Networks - DaMNet 2014
- Islam Almasri, Xin Gao, Nina Fedoroff:
Quick Mining of Isomorphic Exact Large Patterns from Large Graphs. 517-524 - Hedde H. W. J. Bosman, Giovanni Iacca, Heinrich J. Wörtche, Antonio Liotta:
Online Fusion of Incremental Learning for Wireless Sensor Networks. 525-532 - Nazar Buzun, Anton Korshunov, Valeriy Avanesov, Ilya Filonenko, Ilya Kozlov, Denis Turdakov, Hangkyu Kim:
EgoLP: Fast and Distributed Community Detection in Billion-Node Social Networks. 533-540 - Li Chen, William K. Cheung:
Recovering Human Mobility Flow Models and Daily Routine Patterns in a Smart Environment. 541-548 - Yang Chen, Ke-Jia Chen, Yun Li:
A Link Prediction Method That Can Learn from Network Dynamics. 549-553 - Priya Govindan, Tina Eliassi-Rad, Jin Xu, Shawndra Hill, Chris Volinsky:
Threatening Privacy across Social Graphs: A Structural Features Approach. 554-561 - Chung-Yuan Huang, Yu-Hsiang Fu, Chuen-Tsai Sun:
Identify Influential Social Network Spreaders. 562-568 - Shan Huang, Botao Wang, Jingyang Zhu, Guoren Wang, Ge Yu:
R-HBase: A Multi-dimensional Indexing Framework for Cloud Computing Environment. 569-574 - Hiroyuki Kido, Yukio Ohsawa:
Defensibility-Based Classification for Argument Mining. 575-580 - Shun-Pun Li, Man Hon Wong:
Privacy-Preserving Queries over Outsourced Data with Access Pattern Protection. 581-588 - Rohit Parimi, Doina Caragea:
Community Detection on Large Graph Datasets for Recommender Systems. 589-596 - Pasu Poonpakdee, Giuseppe Di Fatta:
Expander Graph Quality Optimisation in Randomised Communication. 597-604 - Marco Winkler, Joerg Reichardt:
Node-Specific Triad Pattern Mining for Complex-Network Analysis. 605-612 - Han Xu, Eric Martin, Ashesh Mahidadia:
Exploiting Paper Contents and Citation Links to Identify and Characterise Specialisations. 613-620
Second International Workshop on High Dimensional Data Mining Duration - HDM 2014
- Amardeep Kaur, Amitava Datta:
SUBSCALE: Fast and Scalable Subspace Clustering for High Dimensional Data. 621-628 - Shengqiao Li, E. James Harner, Donald A. Adjeroh:
Random KNN. 629-636 - Luca Oneto, Alessandro Ghio, Sandro Ridella, Jorge Luis Reyes-Ortiz, Davide Anguita:
Out-of-Sample Error Estimation: The Blessing of High Dimensionality. 637-644 - Naruemon Pratanwanich, Pietro Liò:
Who Wrote This? Textual Modeling with Authorship Attribution in Big Data. 645-652 - Momodou L. Sanyang, Hanno Muehlbrandt, Ata Kabán:
Two approaches of using heavy tails in high dimensional EDA. 653-660 - Frank-Michael Schleif, Thomas Villmann, Xibin Zhu:
High Dimensional Matrix Relevance Learning. 661-667 - Kadim Tasdemir:
Dimensionality Reduction Based Similarity Visualization for Neural Gas. 668-675 - Nenad Tomasev:
Boosting for Vote Learning in High-Dimensional kNN Classification. 676-683 - Jia Wei, Jiabing Wang, Qianli Ma, Xuan Wang:
Adaptive Semi-Supervised Dimensionality Reduction. 684-691 - Qian Yu, Yuexian Hou, Xiaozhao Zhao, Guochen Cheng:
Rényi Divergence Based Generalization for Learning of Classification Restricted Boltzmann Machines. 692-697
Incremental Classification Concept Drift and Novelty Detection - IClaNov 2014
- Tharindu R. Bandaragoda, Kai Ming Ting, David W. Albrecht, Fei Tony Liu, Jonathan R. Wells:
Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble. 698-705 - Antonina Danylenko, Welf Löwe:
Merging Classifiers of Different Classification Approaches. 706-715 - Brandon Parker, Latifur Khan, Albert Bifet:
Incremental Ensemble Classifier Addressing Non-stationary Fast Data Streams. 716-723 - Zhongwei Shi, Yimin Wen, Chao Feng, Hai Zhao:
Drift Detection for Multi-label Data Streams Based on Label Grouping and Entropy. 724-731
Data Mining in Biomedical Informatics and Healthcare - DMBIH 2014
- Shufan Ji, Xuejiao Wang, Yi Zong, Xiaopeng Gao:
Mining Top-K Frequent Closed Patterns from Gene Expression Data. 732-739 - Wen-Yang Lin, Lin Lan, Fong-Sheng Huang:
Rough-Set-Based ADR Signaling from Spontaneous Reporting Data with Missing Values. 740-747 - Yan Luo, Charles X. Ling, Jody Schuurman, Robert Petrella:
GlucoGuide: An Intelligent Type-2 Diabetes Solution Using Data Mining and Mobile Computing. 748-752 - Shah Atiqur Rahman, Yuxiao Huang, Jan Claassen, Samantha Kleinberg:
Imputation of Missing Values in Time Series with Lagged Correlations. 753-762 - Jenna Marie Reps, Uwe Aickelin, Jiangang Ma, Yanchun Zhang:
Refining Adverse Drug Reactions Using Association Rule Mining for Electronic Healthcare Data. 763-770 - Mike Seidel, Alexander Rasin, Jacob Furst, Daniela Stan Raicu:
Towards Achieving Diagnostic Consensus in Medical Image Interpretation. 771-780
Fifth International Workshop on Business Applications of Social Network Analysis - BASNA 2014
- Guoyong Cai, Rui Lv, Hao Wu, Xia Hu:
An Improved Collaborative Method for Recommendation and Rating Prediction. 781-788 - Fan Jiang, Carson Kai-Sang Leung:
A Business Intelligence Solution for Frequent Pattern Mining on Social Networks. 789-796 - Nikolaos Louloudakis, Vasileios Theodosiadis, Haridimos Kondylakis, Kostas Stefanidis:
NaviSoc: A Socially Enhanced Real-Time Navigator. 797-803 - Ahmed Maher, Ahmed Ghoneim:
Multiple Subscriber-Identity-Module Detection Using Social Network Analysis Techniques. 804-809 - Kunal Ranjan, Lipika Dey:
Email Analytics for Support Center Performance Analysis. 810-817 - Jyoti Rani Yadav, Durvasula V. L. N. Somayajulu, P. Radha Krishna:
A Scalable Algorithm for Discovering Topologies in Social Networks. 818-827
Third International Workshop on Software Mining - SoftwareMining 2014
- Verena Honsel, Daniel Honsel, Jens Grabowski:
Software Process Simulation Based on Mining Software Repositories. 828-831 - Elif Kamer Karatas, Baris Iyidir, Aysenur Birturk:
Ontology-Based Software Requirements Reuse: Case Study in Fire Control Software Product Line Domain. 832-839 - Yuanli Pei, Arpit Christi, Xiaoli Z. Fern, Alex Groce, Weng-Keen Wong:
Taming a Fuzzer Using Delta Debugging Trails. 840-843 - Zhangang Wang, Bangjie Meng:
A Comparison of Approaches to Chinese Word Segmentation in Hadoop. 844-850 - Simon Weber, Jiebo Luo:
What Makes an Open Source Code Popular on Git Hub? 851-855
Third International Workshop on Intelligent Data Processing Online Social Networks and E-Health Data
- Sheung Wai Chan, Clement H. C. Leung, Victor C. Cheng, Jiming Liu:
Medical Error Prevention Based on Path Integration System Approach. 856-861 - Yu Cheng, Zhigang Jin, Cunming Hao, Xingsen Li:
Illumination Invariant Face Recognition with Particle Swarm Optimization. 862-866 - Jinyuan He, Gansen Zhao, Hao Lan Zhang, Kotagiri Ramamohanarao, Chaoyi Pang:
An Effective Clustering Algorithm for Auto-Detecting Well-Separated Clusters. 867-874 - Xingsen Li, Hao Lan Zhang, Wei Deng:
An Extenics-Based Criteria Clustering Method. 875-878 - Yuanxiang Li, Zhijie Li, Feng Wang, Li Kuang:
Accelerated Online Learning for Collaborative Filtering and Recommender Systems. 879-885 - Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, Khaled B. Shaban, Gautam Das:
Query Hidden Attributes in Social Networks. 886-891 - Chengbin Peng, Ka-Chun Wong:
Exploring Mixed Membership Stochastic Block Models via Non-negative Matrix Factorization. 892-897 - Luyao Teng, Shaohua Teng, Feiyi Tang, Haibin Zhu, Wei Zhang, Dongning Liu, Lu Liang:
A Collaborative and Adaptive Intrusion Detection Based on SVMs and Decision Trees. 898-905 - Yun Xue, Jie Luo, Hao Lan Zhang, Zhengling Liao, Meihang Li, Qiuhua Kuang:
An Efficient Algorithm for Finding Continuous Coherent Evolution Bicluster in Time-Series Data. 906-912
First COOL-SNA Workshop on Connecting Online and Offline Social Network Analysis
- Jun Huang, Guorong Li, Shuhui Wang, Qingming Huang:
Categorizing Social Multimedia by Neighborhood Decision Using Local Pairwise Label Correlation. 913-920 - Soufiene Jaffali, Salma Jamoussi, Abdelmajid Ben Hamadou, Kamel Smaïli:
Clustering and Classification of Like-Minded People from their Tweets. 921-927 - Xiao Sun, Chengcheng Li, Wanyi Xu, Fuji Ren:
Chinese Microblog Sentiment Classification Based on Deep Belief Nets with Extended Multi-Modality Features. 928-935 - Yusheng Xie, Yu Cheng, Ankit Agrawal, Alok N. Choudhary:
Estimating Online User Location Distribution without GPS Location. 936-943 - Mengmeng Yang, Kai Chen, Zhongchen Miao, Xiaokang Yang:
Cost-Effective User Monitoring for Popularity Prediction of Online User-Generated Content. 944-951 - Huidong Zhao, Gang Liu, Chuan Shi, Bin Wu:
A Retweet Number Prediction Model Based on Followers' Retweet Intention and Influence. 952-959
The IEEE ICDM Workshop on Data Mining in Medical Imaging - DMMI 2014
- Zhe Han, Yilong Yin, Xianjing Meng, Gongping Yang, Xiaowei Yan:
Blood Vessel Segmentation in Pathological Retinal Image. 960-967 - Liyan Liu, Andrey Kan, Jie H. S. Zhou, John F. Markham, Philip D. Hodgkin, Christopher Leckie:
Evaluating Spectral Unmixing Quality in the Absence of Reference Objects for Time Lapse Fluorescence Microscopy. 968-975 - Youyi Song, Dong Ni, Liang He, Siping Chen, Bai Ying Lei, Tianfu Wang:
Segmentation and Splitting of Touching Vaginal Bacteria Based on Superpixel and Effective Distance. 976-981 - Kenji Suzuki:
Mining of Training Samples for Multiple Learning Machines in Computer-Aided Detection of Lesions in CT Images. 982-989 - Si-Rui Tan, Yang Li, Ke Li:
A Novel Time-Frequency Analysis Approach for Nonstationary Time Series Using Multiresolution Wavelet. 990-995 - Lipeng Wang, Fei Fei, Biao Jie, Daoqiang Zhang:
Combining Multiple Network Features for Mild Cognitive Impairment Classification. 996-1003
Social Multimedia Data Mining - SMMDM 2014
- Gilbert Badaro, Hazem M. Hajj, Ali Haddad, Wassim El-Hajj, Khaled Bashir Shaban:
Recommender Systems Using Harmonic Analysis. 1004-1011 - Xinyue Liu, Hua Shen, Fenglong Ma, Wenxin Liang:
Topical Influential User Analysis with Relationship Strength Estimation in Twitter. 1012-1019 - Xinhang Song, Shuqiang Jiang, Ruihan Xu, Luis Herranz:
Semantic Features for Food Image Recognition with Geo-Constraints. 1020-1025 - Quanzeng You, Sumit Bhatia, Tong Sun, Jiebo Luo:
The Eyes of the Beholder: Gender Prediction Using Images Posted in Online Social Networks. 1026-1030
Workshop on Scalable Data Analytics: Theory and Applications - SDA 2014
- Yan-Xing Hu, Yuan Wang, Jane Jia You, James N. K. Liu, Yu-Lin He:
A Further Investigation on the Reliability of Extreme Learning Machines. 1031-1037 - Richard Kyle MacKinnon, Teagan D. Strauss, Carson Kai-Sang Leung:
DISC: Efficient Uncertain Frequent Pattern Mining with Tightened Upper Bounds. 1038-1045 - Fei Wang, Bo Yuan:
Parallel Frequent Pattern Mining without Candidate Generation on GPUs. 1046-1052 - Xiaochun Wang, Xia Li Wang, Jihua Zhu:
A New Fast Minimum Spanning Tree-Based Clustering Technique. 1053-1060 - Jianpeng Xu, Shufan Ji:
HDminer: Efficient Mining of High Dimensional Frequent Closed Patterns from Dense Data. 1061-1067
Data Integration and Applications - DINA 2014
- Karen Espana, Rhia Trogo, James Faeldon, Juanito Santiago, Delfin Jay Sabido:
Analytics-Enabled Disaster Preparedness and Emergency Management. 1068-1075 - Shrikanth S. Narayanan, Ayush Jaiswal, Yao-Yi Chiang, Yanhui Geng, Craig A. Knoblock, Pedro A. Szekely:
Integration and Automation of Data Preparation and Data Mining. 1076-1085 - Laura Richards, Luiza Antonie, Shawki Areibi, Gary William Grewal, Kris Inwood, J. Andrew Ross:
Comparing Classifiers in Historical Census Linkage. 1086-1094 - Tobias Vogel, Felix Naumann:
Semi-Supervised Consensus Clustering: Reducing Human Effort. 1095-1104 - Bo Wu, Craig A. Knoblock:
Iteratively Learning Conditional Statements in Transforming Data by Example. 1105-1112
Spatial Big Data Mining and Visualization - SBDMV 2014
- Zhigang Han, Yunfeng Kong, Fen Qin, Pinde Fu:
Video Retrieval Methods Using Geographic Information in Windows Azure Cloud. 1113-1119 - Xichen Wu, Guangzhong Sun:
A Novel Dummy-Based Mechanism to Protect Privacy on Trajectories. 1120-1125 - Xiaomeng Chang, Guozhen Lu, Yang Yue, Qingquan Li:
Estimating the Distribution of Economy Activity: A Case Study in Jiangsu Province (China) Using Large Scale Social Network Data. 1126-1134 - Yuechao Xie, Siyu Zeng, Long Chen:
A Novel Disparity Refinement Method Based on Semi-Global Matching Algorithm. 1135-1142 - Ya'nan Zhou, Xiaodong Hu, Jun Li:
Real-time Dynamic Visualization Techniques for Massive Geospatial Data. 1143-1149 - Yiqun Zhang, Yiu-ming Cheung:
Discretizing Numerical Attributes in Decision Tree for Big Data Analysis. 1150-1157
PhD Forum
- Chih-Ming Chen, Hsin-Ping Chen, Ming-Feng Tsai, Yi-Hsuan Yang:
Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines. 1158-1162 - Yu Cheng, Alok N. Choudhary, Jun Wang, Sharath Pankanti, Huan Liu:
Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data. 1163-1170 - Zhijie Li, Yuanxiang Li, Feng Wang, Fei Yu, Zheng-Long Xiang:
Efficient and Accelerated Online Learning for Sparse Group Lasso. 1171-1177 - Chuanren Liu, Kai Zhang, Hui Xiong:
Sequential Pattern Analysis with Right Granularity. 1178-1184 - Aarti Sathyanarayana, Jyotishman Pathak, Rozalina G. McCoy, Santiago Romero-Brufau, Maryam Panaziahar, Jaideep Srivastava:
Clinical Decision Making: A Framework for Predicting Rx Response. 1185-1188 - Jia Xu:
Joint Visual and Textual Mining on Social Media. 1189-1190 - Chuanjun Zhao, Suge Wang, Deyu Li:
Fuzzy Sentiment Membership Determining for Sentiment Classification. 1191-1198
Demo Papers
- Albert Bifet, Gianmarco De Francisci Morales:
Big Data Stream Learning with SAMOA. 1199-1202 - Brice Chardin, Emmanuel Coquery, Marie Pailloux, Jean-Marc Petit:
RQL: A SQL-Like Query Language for Discovering Meaningful Rules. 1203-1206 - Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin:
Trip Router: A Time-Sensitive Route Recommender System. 1207-1210 - Dongyeop Kang, DongGyun Han, Nahea Park, Sangtae Kim, U Kang, Soobin Lee:
Eventera: Real-Time Event Recommendation System from Massive Heterogeneous Online Media. 1211-1214 - Jay Koven, Hossein Siadati, Ching-Yung Lin:
Finding Valuable Yelp Comments by Personality, Content, Geo, and Anomaly Analysis. 1215-1218 - Rui Liu, Raj Velamur Srinivasan, Kiyana Zolfaghar, Si-Chi Chin, Senjuti Basu Roy, Aftab Hasan, David Hazel:
Pathway-Finder: An Interactive Recommender System for Supporting Personalized Care Pathways. 1219-1222 - Cheng Long, Raymond Chi-Wing Wong:
Visual-VM: A Social Network Visualization Tool for Viral Marketing. 1223-1226 - James Marquardt, Stacey Newman, Deepa Hattarki, Rajagopalan Srinivasan, Shanu Sushmita, Prabhu Ram, Viren Prasad, David Hazel, Archana Ramesh, Martine De Cock, Ankur Teredesai:
HealthSCOPE: An Interactive Distributed Data Mining Framework for Scalable Prediction of Healthcare Costs. 1227-1230 - Joern Ploennigs, Bei Chen, Paulito Palmes, Raymond Lloyd:
e2-Diagnoser: A System for Monitoring, Forecasting and Diagnosing Energy Usage. 1231-1234 - Guoming Tang, Jie Chen, Cheng Chen, Kui Wu:
Smart Saver: A Consumer-Oriented Web Service for Energy Disaggregation. 1235-1238 - Lubao Wang, Qibo Sun, Shangguang Wang, You Ma, Jinliang Xu, Jinglin Li:
Web Service QoS Prediction Approach in Mobile Internet Environments. 1239-1241 - Wenxuan Shi, Airu Yin:
Interoperability-Enriched App Recommendation. 1242-1245 - Ting Wu, Chun Yin Tan, Ming Yip Cheung, Pan Hui:
RepComment: A Fair Comment-Sentiment Representation System. 1246-1249 - Qiangli Zhao, Yanhuang Jiang:
LibEDM: A Platform for Ensemble Based Data Mining. 1250-1253 - Frank Jiang, Dan Luo:
A New Coupled Metric Learning for Real-time Anomalies Detection with High-Frequency Field Programmable Gate Arrays. 1254-1261
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