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ORCID9th ADMA 2013: Hangzhou, China
- Hiroshi Motoda, Zhaohui Wu, Longbing Cao, Osmar R. Zaïane, Min Yao, Wei Wang:
Advanced Data Mining and Applications - 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part II. Lecture Notes in Computer Science 8347, Springer 2013, ISBN 978-3-642-53916-9
Clustering
- Amjad Mahmood, Tianrui Li
, Yan Yang, Hongjun Wang:
Semi-supervised Clustering Ensemble Evolved by Genetic Algorithm for Web Video Categorization. 1-12 - Yubo Wang, Linli Xu, Yucheng Chen, Hao Wang:
A Scalable Approach for General Correlation Clustering. 13-24 - Xiujun Wang, Xiao Zheng, Feng Qin, Baohua Zhao:
A Fast Spectral Clustering Method Based on Growing Vector Quantization for Large Data Sets. 25-33 - Sanguthevar Rajasekaran, Subrata Saha:
A Novel Deterministic Sampling Technique to Speedup Clustering Algorithms. 34-46 - Zubair Shah, Rashid Naseem, Mehmet A. Orgun, Abdun Naser Mahmood, Sara Shahzad:
Software Clustering Using Automated Feature Subset Selection. 47-58 - Zhengrong Xiang, Lichuan Ji:
The Use of Transfer Algorithm for Clustering Categorical Data. 59-70 - Seng Kheau Chung, Rayner Alfred, HuiKeng Lau:
eDARA: Ensembles DARA. 71-82 - Lihua Zhang, Miao Wang, Zhengjun Zhai, Guoqing Wang:
Efficient Mining Maximal Variant and Low Usage Rate Biclusters without Candidate Maintenance in Real Function-Resource Matrix: The DeCluster Algorithm. 83-94
Association Rule Mining
- Philippe Fournier-Viger, Espérance Mwamikazi, Ted Gueniche, Usef Faghihi:
MEIT: Memory Efficient Itemset Tree for Targeted Association Rule Mining. 95-106
Pattern Mining
- Xin Li, Lei Zhang, Enhong Chen, Yu Zong, Guandong Xu:
Mining Frequent Patterns in Print Logs with Semantically Alternative Labels. 107-119 - Guangyuan Wang, Hua Wang, Xiaohui Tao, Ji Zhang, Jinhua Zhang:
Minimising K-Dominating Set in Arbitrary Network Graphs. 120-132
Regression
- Zhen Qiu, Hongyan Li, Hanchen Su, Gaoyan Ou, Tengjiao Wang:
Logistic Regression Bias Correction for Large Scale Data with Rare Events. 133-144 - Peichao Zhang, Minyi Guo:
An Automatical Moderating System for FML Using Hashing Regression. 145-156 - Ganping Li, Jun Zhao, Fuyang Zhang, Zhizhen Ni:
Batch-to-Batch Iterative Learning Control Based on Kernel Independent Component Regression Model. 157-164
Prediction
- Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie:
Deep Architecture for Traffic Flow Prediction. 165-176 - Ted Gueniche, Philippe Fournier-Viger, Vincent S. Tseng:
Compact Prediction Tree: A Lossless Model for Accurate Sequence Prediction. 177-188 - Orlando P. Zacarias, Henrik Boström:
Generalization of Malaria Incidence Prediction Models by Correcting Sample Selection Bias. 189-200 - Juhong Qi, Xiaolong Zhang, Bo Li:
Protein Interaction Hot Spots Prediction Using LS-SVM within the Bayesian Interpretation. 201-210 - Min Wan, Liying Fang, Mingwei Yu, Wenshuai Cheng, Pu Wang:
Predicting the Survival Status of Cancer Patients with Traditional Chinese Medicine Symptom Variation Using Logistic Regression Model. 211-218
Feature Extraction
- Hai-Tao Zheng, Qi Li, Yong Jiang, Shu-Tao Xia, Lan-Shan Zhang:
Exploiting Multiple Features for Learning to Rank in Expert Finding. 219-230 - Chunyang Liu, Wenbo Sun, Wenhan Chao, Wanxiang Che:
Convolution Neural Network for Relation Extraction. 231-242 - YuanLian Cui, MingChui Dong:
Extracting Fuzzy Rules from Hierarchical Heterogeneous Neural Networks for Cardiovascular Diseases Diagnosis. 243-249 - Md. Geaur Rahman, Md Zahidul Islam:
kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set. 250-263
Identification
- Xinyan Lou, Yang Liu, Xiaohui Yu:
Traffic Session Identification Based on Statistical Language Model. 264-275 - Weidong Zhao, Haitao Liu, Xi Liu:
Role Identification Based on the Information Dependency Complexity. 276-287 - Junlong Huang, Tieyun Qian, Guoliang He, Ming Zhong, Qingxi Peng:
Detecting Professional Spam Reviewers. 288-299 - Quanchao Liu, Heyan Huang, Chen Zhang, Zhenzhao Chen, Jiajun Chen:
Chinese Comparative Sentence Identification Based on the Combination of Rules and Statistics. 300-310
Privacy Preservation
- Lengdong Wu, Hua He, Osmar R. Zaïane:
Utility Enhancement for Privacy Preserving Health Data Publishing. 311-322 - Kamenyi Domenic Mutiria, Yong Wang, Fengli Zhang, Yankson Gustav, Daniel Adu-Gyamfi, Nkatha Dorothy:
Optimizing Placement of Mix Zones to Preserve Users' Privacy for Continuous Query Services in Road Networks. 323-335
Applications
- Shirley W. I. Siu, Thomas K. F. Wong, Simon Fong:
Comparison of Cutoff Strategies for Geometrical Features in Machine Learning-Based Scoring Functions. 336-347 - Zhao Zhang, Qiangqiang Kang, Cheqing Jin, Aoying Zhou:
Bichromatic Reverse Ranking Query in Two Dimensions. 348-359 - Li Gao, Weiguo Zhang, Qiang Tang:
Passive Aggressive Algorithm for Online Portfolio Selection with Piecewise Loss Function. 360-371 - Jilian Zhang, Xiaofeng Zhu, Xianxian Li, Shichao Zhang:
Mining Item Popularity for Recommender Systems. 372-383 - Michel de A. Silva, Daniela Queiroz Trevisan, David N. Prata, Elineide E. Marques, Marcelo Lisboa, Monica Prata:
Exploring an Ichthyoplankton Database from a Freshwater Reservoir in Legal Amazon. 384-395 - Muhammad Marwan Muhammad Fuad:
A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems. 396-403 - Kan Li, Wensi Mu, Yong Luan, Shaohua An:
A Hybrid-Sorting Semantic Matching Method. 404-413 - Hui Zhang, Yuanhao Zhao:
Improving Few Occurrence Feature Performance in Distant Supervision for Relation Extraction. 414-422 - Minjuan Zhong, Changxuan Wan, Dexi Liu, Shumei Liao, Siwen Luo:
Cluster Labeling Extraction and Ranking Feature Selection for High Quality XML Pseudo Relevance Feedback Fragments Set. 423-432 - Jaydeep Sen, Harish Karnick:
Informed Weighted Random Projection for Dimension Reduction. 433-442 - Yong Wang, Nan Zhang, Yan-mei Wu, Bin-bin Su:
Protocol Specification Inference Based on Keywords Identification. 443-454 - Yanqiu Zhang, Hai-Tao Zheng, Lan-Shan Zhang:
An Adaptive Collaborative Filtering Algorithm Based on Multiple Features. 455-465
Machine Learning
- Yueyun Jin, Weilin Zeng, Hankz Hankui Zhuo, Lei Li:
Ensemble of Unsupervised and Supervised Models with Different Label Spaces. 466-477 - Enhui Zheng, Cong Zhang, Xueyi Liu, Huijuan Lu, Jian Sun:
Cost-Sensitive Extreme Learning Machine. 478-488 - Jingfei Du, Jianyang Lai, Chuan Shi:
Multi-Objective Optimization for Overlapping Community Detection. 489-500 - Yi Guo, Junbin Gao, Yanfeng Sun:
Endmember Extraction by Exemplar Finder. 501-512 - Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung:
EEG-Based User Authentication in Multilevel Security Systems. 513-523 - Enhui Zheng, Jinyong Liu, Huijuan Lu, Ling Wang, Le Chen:
A New Fuzzy Extreme Learning Machine for Regression Problems with Outliers or Noises. 524-534
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