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17. PAKDD Workshops 2013: Gold Coast, Australia
- Jiuyong Li, Longbing Cao, Can Wang
, Kay Chen Tan, Bo Liu, Jian Pei, Vincent S. Tseng:
Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers. Lecture Notes in Computer Science 7867, Springer 2013, ISBN 978-3-642-40318-7
Data Mining Applications in Industry and Government
- Adriel Cheng, Peter Dickinson:
Using Scan-Statistical Correlations for Network Change Analysis. 1-13 - Daniel McNamara, Paul Wong
Predicting High Impact Academic Papers Using Citation Network Features. 14-25 - Neil Dunstan:
An OLAP Server for Sensor Networks Using Augmented Statistics Trees. 26-35 - Robert Layton, Charles Perez, Babiga Birregah
Indirect Information Linkage for OSINT through Authorship Analysis of Aliases. 36-46 - Banda Ramadan
Dynamic Similarity-Aware Inverted Indexing for Real-Time Entity Resolution. 47-58 - Ram Babu Roy, Uttam Kumar Sarkar:
Identifying Dominant Economic Sectors and Stock Markets: A Social Network Mining Approach. 59-70 - Anifowose Fatai
Ensemble Learning Model for Petroleum Reservoir Characterization: A Case of Feed-Forward Back-Propagation Neural Networks. 71-82 - David Rohde, Ruth Huang
Visual Data Mining Methods for Kernel Smoothed Estimates of Cox Processes. 83-94 - Brendan Kitts, Dyng Au, Brian Burdick:
Real-Time Television ROI Tracking Using Mirrored Experimental Designs. 95-108 - Vladimir Nikulin, Aneesha Bakharia, Tian-Hsiang Huang:
On the Evaluation of the Homogeneous Ensembles with CV-Passports. 109-120 - Yaowen Zhang, Xiaojun Xiang, Cunyan Yin, Lin Shang:
Parallel Sentiment Polarity Classification Method with Substring Feature Reduction. 121-132 - Lifan Guo, Xiaohua Hu:
Identifying Authoritative and Reliable Contents in Community Question Answering with Domain Knowledge. 133-142
Data Analytics for Targeted Healthcare
- Jing Zhang, Douglas P. Gross
On the Application of Multi-class Classification in Physical Therapy Recommendation. 143-154 - Sun-Hee Kim, Christos Faloutsos
EEG-MINE: Mining and Understanding Epilepsy Data. 155-167 - Mohd Saberi Mohamad
A Constraint and Rule in an Enhancement of Binary Particle Swarm Optimization to Select Informative Genes for Cancer Classification. 168-178 - Jia Xing Yeoh, Chuii Khim Chong, Yee Wen Choon, Lian En Chai, Safaai Deris, Rosli Md. Illias, Mohd Saberi Mohamad
Parameter Estimation Using Improved Differential Evolution (IDE) and Bacterial Foraging Algorithm to Model Tyrosine Production in Mus Musculus (Mouse). 179-190 - Chuii Khim Chong, Mohd Saberi Mohamad
Threonine Biosynthesis Pathway Simulation Using IBMDE with Parameter Estimation. 191-200 - Xinyu Wang, Chunhong Zhang, Yang Ji, Li Sun, Leijia Wu, Zhana Bao:
A Depression Detection Model Based on Sentiment Analysis in Micro-blog Social Network. 201-213 - Lian En Chai, Mohd Saberi Mohamad
Modelling Gene Networks by a Dynamic Bayesian Network-Based Model with Time Lag Estimation. 214-222 - Yee Wen Choon, Mohd Saberi Mohamad
Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (BHFBA) for Improving the Production of Succinic Acid and Glycerol in Saccharomyces cerevisiae. 223-233 - Shusaku Tsumoto, Hidenao Abe
Mining Clinical Process in Order Histories Using Sequential Pattern Mining Approach. 234-246 - Kohbalan Moorthy
Multiclass Prediction for Cancer Microarray Data Using Various Variables Range Selection Based on Random Forest. 247-257 - Muhammad Faiz Misman, Weng Howe Chan
A Hybrid of SVM and SCAD with Group-Specific Tuning Parameters in Identification of Informative Genes and Biological Pathways. 258-269 - Nan Tian, Yue Xu
Structured Feature Extraction Using Association Rules. 270-282
Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models
- William Wu, Shichao Zhang:
Evaluation of Error-Sensitive Attributes. 283-294 - R. Uday Kiran
Mining Correlated Patterns with Multiple Minimum All-Confidence Thresholds. 295-306 - Zhana Bao, Wataru Kameyama:
A Novel Proposal for Outlier Detection in High Dimensional Space. 307-318 - P. Gowtham Srinivas, P. Krishna Reddy, A. V. Trinath:
CPPG: Efficient Mining of Coverage Patterns Using Projected Pattern Growth Technique. 319-329 - Eakasit Pacharawongsakda, Thanaruk Theeramunkong:
A Two-Stage Dual Space Reduction Framework for Multi-label Classification. 330-341 - Marwan Hassani
Effective Evaluation Measures for Subspace Clustering of Data Streams. 342-353 - Albrecht Zimmermann:
Objectively Evaluating Interestingness Measures for Frequent Itemset Mining. 354-366 - Jean-Charles Lamirel, Pascal Cuxac
A New Feature Selection and Feature Contrasting Approach Based on Quality Metric: Application to Efficient Classification of Complex Textual Data. 367-378 - Dang Bach Bui, Fedja Hadzic, Michael Hecker:
Evaluation of Position-Constrained Association-Rule-Based Classification for Tree-Structured Data. 379-391 - Yi Feng, Chunhua Ju:
Enhancing Textual Data Quality in Data Mining: Case Study and Experiences. 392-403 - Rob M. Konijn, Wouter Duivesteijn, Marvin Meeng
Cost-Based Quality Measures in Subgroup Discovery. 404-415
Biological Inspired Techniques for Data Mining
- Ekrem Duman
Applying Migrating Birds Optimization to Credit Card Fraud Detection. 416-427 - Manju Sardana, R. K. Agrawal
Clustering in Conjunction with Quantum Genetic Algorithm for Relevant Genes Selection for Cancer Microarray Data. 428-439 - Kourosh Neshatian, Lucianne Varn:
On the Optimality of Subsets of Features Selected by Heuristic and Hyper-heuristic Approaches. 440-451 - Peng Cao, Dazhe Zhao, Osmar R. Zaïane:
A PSO-Based Cost-Sensitive Neural Network for Imbalanced Data Classification. 452-463 - Jill de Jong, Kourosh Neshatian:
Binary Classification Using Genetic Programming: Evolving Discriminant Functions with Dynamic Thresholds. 464-474
Constraint Discovery and Cloud Service Discovery
- Swapna Raj Prabakara Raj, Balaraman Ravindran
Incremental Constrained Clustering: A Decision Theoretic Approach. 475-486 - Olfa Arfaoui
Querying Compressed XML Data. 487-498 - Yijun Liu, Feiyue Ye, Sheng He:
Mining Approximate Keys Based on Reasoning from XML Data. 499-510 - Panpan Han, Liang Chen, Jian Wu:
A Semantic-Based Dual Caching System for Nomadic Web Service. 511-521 - Hanze Xu, Yanan Xie, Dinglong Duan, Liang Chen, Jian Wu:
FTCRank: Ranking Components for Building Highly Reliable Cloud Applications. 522-532 - Jun Guo, Hongle Wu, Hao Huang, Fang Liu, Bin Zhang:
Research on SaaS Resource Management Method Oriented to Periodic User Behavior. 533-542 - Baiyou Qiao, Kai Zhang, Yanpeng Guo, Yutong Li, Yuhai Zhao, Guoren Wang:
Weight Based Live Migration of Virtual Machines. 543-554
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