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14th 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