Table of Contents for: Advanced data mining and applications :

 Staff view

You must be logged in to Tag Records

Advanced data mining and applications : 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013 : proceedings. Part II /

Hiroshi Motoda, Zhaohui Wu, Longbing Cao, Osmar Zaiane, Min Yao, Wei Wang (eds.).

Book Cover
Names: Motoda, Hiroshi, | Wang, Wei, | Yao, Min, | Zaïane, Osmar, | Cao, Longbing, | Wu, Zhaohui,
Published: Heidelberg : Springer, [2013]
Series: LNCS sublibrary. SL 7, Artificial intelligence.
Lecture notes in computer science. Lecture notes in artificial intelligence.
Lecture notes in computer science ; 8347.
Topics: Computer science - Congresses. | Data mining - Congresses. | Information storage and retrieval systems - Congresses. | Artificial intelligence - Congresses.
Genres: Electronic books. | Conference papers and proceedings.
Online Access: SpringerLink - Full text online
Tags: Add


Spaces will separate tags.
Use quotes for multi-word tags.


Clustering. Semi-supervised Clustering Ensemble Evolved by Genetic Algorithm for Web Video Categorization / Amjad Mahmood, Tianrui Li, Yan Yang, Hongjun Wang -- A Scalable Approach for General Correlation Clustering / Yubo Wang, Linli Xu, Yucheng Chen, Hao Wang -- A Fast Spectral Clustering Method Based on Growing Vector Quantization for Large Data Sets / Xiujun Wang, Xiao Zheng, Feng Qin, Baohua Zhao -- A Novel Deterministic Sampling Technique to Speedup Clustering Algorithms / Sanguthevar Rajasekaran, Subrata Saha -- Software Clustering Using Automated Feature Subset Selection / Zubair Shah, Rashid Naseem, Mehmet A. Orgun, Abdun Mahmood, Sara Shahzad -- The Use of Transfer Algorithm for Clustering Categorical Data / Zhengrong Xiang, Lichuan Ji -- eDARA: Ensembles DARA / Chung Seng Kheau, Rayner Alfred, HuiKeng Lau -- Efficient Mining Maximal Variant and Low Usage Rate Biclusters without Candidate Maintenance in Real Function-Resource Matrix: The DeCluster Algorithm / Lihua Zhang, Miao Wang, Zhengjun Zhai, Guoqing Wang.
Association Rule Mining. MEIT: Memory Efficient Itemset Tree for Targeted Association Rule Mining / Philippe Fournier-Viger, Espérance Mwamikazi, Ted Gueniche, Usef Faghihi -- Pattern Mining. Mining Frequent Patterns in Print Logs with Semantically Alternative Labels / Xin Li, Lei Zhang, Enhong Chen, Yu Zong, Guandong Xu -- Minimising K-Dominating Set in Arbitrary Network Graphs / Guangyuan Wang, Hua Wang, Xiaohui Tao, Ji Zhang, Jinhua Zhang -- Regression. Logistic Regression Bias Correction for Large Scale Data with Rare Events / Zhen Qiu, Hongyan Li, Hanchen Su, Gaoyan Ou, Tengjiao Wang -- An Automatical Moderating System for FML Using Hashing Regression / Peichao Zhang, Minyi Guo -- Batch-to-Batch Iterative Learning Control Based on Kernel Independent Component Regression Model / Ganping Li, Jun Zhao, Fuyang Zhang, Zhizhen Ni -- Prediction. Deep Architecture for Traffic Flow Prediction / Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie.
Compact Prediction Tree: A Lossless Model for Accurate Sequence Prediction / Ted Gueniche, Philippe Fournier-Viger, Vincent S. Tseng -- Generalization of Malaria Incidence Prediction Models by Correcting Sample Selection Bias / Orlando P. Zacarias, Henrik Boström -- Protein Interaction Hot Spots Prediction Using LS-SVM within the Bayesian Interpretation / Juhong Qi, Xiaolong Zhang, Bo Li -- Predicting the Survival Status of Cancer Patients with Traditional Chinese Medicine Symptom Variation Using Logistic Regression Model / Min Wan, Liying Fang, Mingwei Yu, Wenshuai Cheng, Pu Wang -- Feature Extraction. Exploiting Multiple Features for Learning to Rank in Expert Finding / Hai-Tao Zheng, Qi Li, Yong Jiang, Shu-Tao Xia, Lanshan Zhang -- Convolution Neural Network for Relation Extraction / ChunYang Liu, WenBo Sun, WenHan Chao, WanXiang Che -- Extracting Fuzzy Rules from Hierarchical Heterogeneous Neural Networks for Cardiovascular Diseases Diagnosis / YuanLian Cui, MingChui Dong.
kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set / Md. Geaur Rahman, Md Zahidul Islam -- Identification. Traffic Session Identification Based on Statistical Language Model / Xinyan Lou, Yang Liu, Xiaohui Yu -- Role Identification Based on the Information Dependency Complexity / Weidong Zhao, Haitao Liu, Xi Liu -- Detecting Professional Spam Reviewers / Junlong Huang, Tieyun Qian, Guoliang He, Ming Zhong, Qingxi Peng -- Chinese Comparative Sentence Identification Based on the Combination of Rules and Statistics / Quanchao Liu, Heyan Huang, Chen Zhang, Zhenzhao Chen, Jiajun Chen -- Privacy Preservation. Utility Enhancement for Privacy Preserving Health Data Publishing / Lengdong Wu, Hua He, Osmar R. Zaïane -- Optimizing Placement of Mix Zones to Preserve Users' Privacy for Continuous Query Services in Road Networks / Kamenyi Domenic M., Yong Wang, Fengli Zhang, Yankson Gustav, Daniel Adu-Gyamfi ...
Applications. Comparison of Cutoff Strategies for Geometrical Features in Machine Learning-Based Scoring Functions / Shirley W.I. Siu, Thomas K.F. Wong, Simon Fong -- Bichromatic Reverse Ranking Query in Two Dimensions / Zhao Zhang, Qiangqiang Kang, Cheqing Jin, Aoying Zhou -- Passive Aggressive Algorithm for Online Portfolio Selection with Piecewise Loss Function / Li Gao, Weiguo Zhang, Qiang Tang -- Mining Item Popularity for Recommender Systems / Jilian Zhang, Xiaofeng Zhu, Xianxian Li, Shichao Zhang -- Exploring an Ichthyoplankton Database from a Freshwater Reservoir in Legal Amazon / Michel de A. Silva, Daniela Queiroz Trevisan, David N. Prata, Elineide E. Marques [and others] -- A Pre-initialization Stage of Population-Based Bio-inspired Metaheuristics for Handling Expensive Optimization Problems / Muhammad Marwan Muhammad Fuad -- A Hybrid-Sorting Semantic Matching Method / Kan Li, Wensi Mu, Yong Luan, Shaohua An -- Improving Few Occurrence Feature Performance in Distant Supervision for Relation Extraction / Hui Zhang, Yuanhao Zhao.
Cluster Labeling Extraction and Ranking Feature Selection for High Quality XML Pseudo Relevance Feedback Fragments Set / Minjuan Zhong, Changxuan Wan, Dexi Liu, Shumei Liao, Siwen Luo -- Informed Weighted Random Projection for Dimension Reduction / Jaydeep Sen, Harish Karnick -- Protocol Specification Inference Based on Keywords Identification / Yong Wang, Nan Zhang, Yan-mei Wu, Bin-bin Su -- An Adaptive Collaborative Filtering Algorithm Based on Multiple Features / Yan-Qiu Zhang, Hai-Tao Zheng, Lan-Shan Zhang -- Machine Learning. Ensemble of Unsupervised and Supervised Models with Different Label Spaces / Yueyun Jin, Weilin Zeng, Hankz Hankui Zhuo, Lei Li -- Cost-Sensitive Extreme Learning Machine / Enhui Zheng, Cong Zhang, Xueyi Liu, Huijuan Lu, Jian Sun -- Multi-Objective Optimization for Overlapping Community Detection / Jingfei Du, Jianyang Lai, Chuan Shi -- Endmember Extraction by Exemplar Finder / Yi Guo, Junbin Gao, Yanfeng Sun -- EEG-Based User Authentication in Multilevel Security Systems / Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Phung -- A New Fuzzy Extreme Learning Machine for Regression Problems with Outliers or Noises / Enhui Zheng, Jinyong Liu, Huijuan Lu, Ling Wang, Le Chen.

Table of Contents for: Advanced data mining and applications :