DMIN'11
The 2011 International Conference on Data Mining
ISBN #: 1-60132-168-6 EDITOR: Robert Stahlbock ASSOCIATE EDITORS: Mahmoud Abou-Nasr, Hamid R. Arabnia, Nikolaos Kourentzes, Philippe Lenca, Wolfram-M. Lippe, Gary M. Weiss
SESSION: REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES
Three Different Paradigms for Interactive Data Clustering
Terje Kristensen, Vemund Jakobsen
Noise-Tolerant Active Learning
Tsutomu Osoda, Satoru Miyano
Breast Cancer Risk Score A Data Mining Approach to Improve Readability
Emilien Gauthier, Laurent Brisson, Philippe Lenca, Stephane Ragusa
Soft-sensors for Real-time Monitoring and Control of a Black Liquor Concentration Process
Mouloud Amazouz, radu Platon
Ant Colony Optimization with Ants' Individual Memories
Hiroki Inoue, Yasuhiko Kato
A Prediction Model for Recognition of Bad Credit Customers in Saman Bank Using Neural Networks
Masoud Yaghini, Toktam Zhiyan, Mehdi Fallahi
A New Approach for Handling Numeric Ranges for Graph-Based Knowledge Discovery
Oscar Romero , Lawrence Holder, Jesus Gonzalez
A Framework for Detecting Vulnerable, Cascaded Fuzzy Cycles in the Carbon Chain
James Buckley, Jennifer Seitzer
Reliability Analysis of Markov Blanket Learning Algorithms (1996-2010)
Shunkai Fu, Michel Desmarais, Weibin Chen
Sobek: a Text Mining Tool for Educational Applications
Eliseo Reategui, Miriam Klemann, Daniel Epstein, Alexandre Lorenzatti
A Novel Soft Computing Hybrid for Data Imputation
Ankaiah Narravula, Ravi Vadlamani
Vasu Madireddi, Ravi Vadlamani
A Real Application on Non-technical Losses Detection: The MIDAS Project
Juan I. Guerrero, Carlos Leon, Felix Biscarri, Inigo Monedero, Jesus Biscarri, Rocio Millan
Capstone Project: Event Monitoring and Alerting System
Wook-Sung Yoo, Geetha Rajgopalan
Constrained Nonnegative Matrix Factorization for Data Privacy
Nirmal Thapa, Lian Liu, Pengpeng Lin, Jie Wang, Jun Zhang
An Optimization Framework for Process Discovery Algorithms
Ton Weijters
Facial Nerve Stream Trajectory Data Modelling and Visualization
Jalel Akaichi, Hanen Bouali, Zeineb Dhouioui
Domain Specific Services for Continuous Diagnoses in the Context of Ambient Assisted Living
Bjoern-Helge Busch, Ralph Welge
Ahmed YoussefAgha, Wasantha Jayawardene
SESSION: SEGMENTATION, CLUSTERING, ASSOCIATION
Clustering Approach Based On Von Neumann Topology Artificial Bee Colony Algorithm
Wenping Zou, Yunlong Zhu, Hanning Chen, Tao Ku
Hierarchical Random Graphs for Networks with Weighted Edges and Multiple Edge Attributes
David Allen, Tsai-Ching Lu, Dave Huber, Hankyu Moon
A Two-Stage Algorithm for Data Clustering
Abdolreza Hatamlou, Salwani Abdullah
A Binary Based Approach for Generating Association Rules
Mohamed El Hadi Benelhadj, Khedija Arour, Mahmoud Boufaida, Yahya Slimani
Robert Woodley, Warren Noll, Kevin Shallenberger
A Case Study on Clustering and Mining Business Processes from a University
Pedro Esposito, Marco Vaz, Jano Souza, Luciano Terres
Centrality Preservation in Anonymized Social Networks
Traian Marius Truta, Alina Campan, Ashley Gasmi, Nicholas Cooper, Andrew Elstun
Design of Customer Behavior Analysis Model in Automobile Marketing
Yuanyuan Mao, Lan Huang, Guishen Wang, Shuxue Zou
An Approach to Selecting Proper Dimensions for Noisy Data
Yong Shi, Jerry Meisner
Adaptive Neuro Fuzzy Networks based on Quantum Subtractive Clustering
Ali Mousavi, Mehrdad Jalali, Mahdi Yaghoubi
A Clustering Approach to Unsupervised Attack Detection in Collaborative Recommender Systems
Runa Bhaumik, Bamshad Mobasher, Robin Burke
Stable Clustering of Temporal Gene Expression Data
Gaolin Zheng, Guowang Mu, Chung-Hao Chen, Xinyu Huang
Heuristic Approaches for Embedded Processor System Size Reduction
Rahul Dixit, Harpreet Singh
Henri Luchian, Andrei Sucila
Mining Association Rules from Responded Questionnaire of Sanitary Education Guidance
Yo-Ping Huang, Zheng-Hong Deng, Shan-Shan Wang
A New Term Weighting Scheme For Document Clustering
Keerthiram Murugesan, Jun Zhang
A New Approach to Present Prototypes in Clustering of Time Series
Saeed R. Aghabozorgi, Teh Ying Wah, Amineh Amini, Mahmud R. Saybani
SESSION: REGRESSION, CLASSIFICATION
Threshold Value Based Traffic Congestion Identification Method
Zhanquan Sun, Weidong Gu, Jinqiao Feng, Xiaomin Zhu
Aijuan Dong, Sinanovic Senad
Simple R-Tree for Temporal Searches
Paul Te Braak, Richi Nayak
On Sample Selection Bias in Large-Scale Online Stream Mining: a Model Indexing Approach
Xiong Deng, Moustafa Ghanem, Yike Guo
HIOPGA: A New Hybrid Metaheuristic Algorithm to Train Feedforward Neural Networks for Prediction
Masoud Yaghini, Mohammad M. Khoshraftar, Mehdi Fallahi
Incremental Classification Based on Association Rules Algorithm (ICBA)
Sararak Tanarat, Worapoj Kreesuradej
Constrained Multi-Label Classification: A Semidefinite Programming Approach
Hui Wu, Guangzhi Qu, Hui Zhang, Craig Hartrick
An Empirical Study of Class Noise Impacts on Supervised Learning Algorithms and Measures
Victor Sheng, Rahul Tada, Abhinav Atla
A Novel Protein Secondary Structure Intelligent Prediction System
Bingru Yang
Bankruptcy Prediction with Missing Data
Qi Yu, Yoan Miche, Amaury Lendasse, Eric Severin
An EM-based Multi-Step Piecewise Surface Regression Learning Algorithm
Juan Luo, Alexander Brodsky
SESSION: EXPLORATIVE DATA MINING, DATA PREPROCESSING, FEATURE SELECTION
Ying Lee
Example Labeling Difficulty within Repeated Labeling
Victor Sheng
Mining Frequent Item Sets Efficiently by Using Compression Techniques
Selim Mimaroglu, Cagri Cubukcu, Emin Aksehirli, Ertunc Erdil
Nikolaos Kourentzes
Feature Selection with Hybrid Mutual Information and Genetic Algorithm
Vahid Chahkandi, Mehrdad Jalali, Mahsa Mirshahi, Ali Hosseini
Finding Perfect-Predictor Feature Sets for Supervised Classification Using Genetic Algorithms
Alexander Liu, Cheryl Martin
A Novel Knowledge-discovering Approach from Massive Data
Heni Bouhamed, Ahmed Rebai, Thierry Lecroq, Maher Jaoua
Improved Interpretability of the Unified Distance Matrix with Connected Components
Lutz Hamel, Chris W. Brown
On Selecting the Number of Bins for a Histogram
Sai Venu Gopal Lolla, Lawrence L. Hoberock
SESSION: WEB AND TEXT MINING
A Secure Knowledge Discovery Framework for Clinical Informatics
Yueh-Hsun Shih , Chung-Yueh Lien, Chi-Hsien Chen, Chia-Hung Hsiao, Woei-Chyn Chu
Pattern-based Aggregation of Named Entity Extractors
Tracy Lemmond, Paul Kidwell, Kofi Boakye, Nathan Perry, Joseph Guensche, John Nitao, William Hanley, Ryan Prenger, Ron Glaser
Sentiment Detection with Character n-Grams
Tino Hartmann, Sebastian Klenk, Andre Burkovski, Gunther Heidemann
Objective Words Can Improve Sentiment Classification for Word of Mouth
Chihli Hung, Hao-Kai Lin, Chih-Fong Tsai
Thomas Barnard, Adam Prugel-Bennett
SESSION: FEATURE SELECTION + CLUSTERING METHODS + TESTING APPLICATIONS
Perspective of Feature Selection Techniques in Bioinformatics
Satish Kumar, Mohammad Khalid Siddiqui
Modularity and Spectral Co-Clustering for Categorical Data
Lazhar Labiod, Mohamed Nadif
Statistical Procedure For Simultaneous Testing of Many Hypothesis
Gurpreet Bawa