Program > Papers

Instructions for Authors

POSTER SPECIFICATIONS The poster boards available at the conference will be: 4 ft x 8 ft. Each poster board will hold TWO actual posters (i.e., papers). Each poster will have an area of 3.75 ft x 3 ft available for its presentation. You are free to use a single large sheet of paper or a set of slides, as long as you restrict yourself to the above area in the board. Poster space will be pre-assigned (you will know about your location on-site) and the space will be available for setup a few hours before the poster session. Here's an example of the poster setup (from last year):

(1) RESEARCH TRACK ACCEPTED PAPERS

(A) FULL PAPERS

• Interestingness of Frequent Itemsets Using Bayesian Networks as Background Knowledge
  Authors: Szymon Jaroszewicz, Dan Simovici
  
• Rapid Detection of Significant Spatial Clusters
  Authors: Daniel Neill, Andrew Moore
  
• Clustering time series from ARMA models with clipped data
  Authors: Anthony Bagnall, Gareth Janacek
  
• Mining the Space of Graph Properties
  Authors: Glen Jeh, Jennifer Widom
  
• Fast Discovery of 'Connection Subgraphs'
  Authors: Christos Faloutsos, Kevin McCurley, Andrew Tomkins
  
• Regularized Multi-Task Learning
  Authors: Theodoros Evgeniou, Massimiliano Pontil
  
• Systematic Data Selection to Mine Concept-drifting Data Streams
  Authors: Wei Fan
  
• Cyclic Pattern Kernels for Predictive Graph Mining
  Authors: Tamas Horvath, Thomas Gaertner, Stefan Wrobel
  
• Incorporating Prior Knowledge with Weighted Margin Support Vector Machines
  Authors: Xiaoyun Wu, Rohini Srihari
  
• Mining and Summarizing Customer Reviews
  Authors: Minqing Hu, Bing Liu
  
• Discovering Complex Matchings across Web Query Interfaces: A Correlation Mining Approach
  Authors: Bin He, Kevin Chen-Chuan Chang, Jiawei Han
  
• Support Envelopes: A Technique for Exploring the Structure of Association Patterns
  Authors: Michael Steinbach, Pang-Ning Tan, Vipin Kumar
  
• Towards Parameter-Free Data Mining
  Authors: Eamonn Keogh, Stefano Lonardi, Chotirat Ann Ratanamahatana
  
• Selection, Combination, and Evaluation of Effective Software Sensors for Detecting Abnormal Computer Usage
  Authors: Jude Shavlik, Mark Shavlik
  
• Turning CARTwheels: An Alternating Algorithm for Mining Redescriptions
  Authors: Naren Ramakrishnan, Deept Kumar, Bud Mishra, Malcolm Potts, Richard Helm
  
• The Complexity of Mining Maximal Frequent Itemsets and Maximal Frequent Patterns
  Authors: Guizhen Yang
  
• Exploiting a Support-based Upper Bound of Pearson's Correlation Coefficient for Efficiently Identifying Strongly Correlated Pairs
  Authors: Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar
  
• Fully Automatic Cross-Associations
  Authors: Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra Modha, Christos Faloutsos
  
• Adversarial Classification
  Authors: Nilesh Dalvi, Pedro Domingos, Mausam, Sumit Sanghai, Deepak Verma
  
• GPCA: An Efficient Dimension Reduction Scheme for Image Compression and Retrieval
  Authors: Jieping Ye, Ravi Janardan, Qi Li
  
• IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition
  Authors: Jieping Ye, Qi Li, Hui Xiong, Park Haesun, Ravi Janardan, Vipin Kumar
  
• Recovering Latent Time-Series from their Observed Sums: Network Tomography with Particle Filters
  Authors: Edoardo Airoldi, Christos Faloutsos
  
• Mining, Indexing, and Querying Historical Spatiotemporal Data
  Authors: Nikos Mamoulis, Huping Cao, George Kollios, Marios Hadjieleftheriou, Yufei Tao, David W. L. Cheung
  
• Web Usage Mining Based on Probabilistic Latent Semantic Analysis
  Authors: Xin Jin, Yanzan Zhou, Bamshad Mobasher
  
• Fast Mining of Spatial Collocations
  Authors: Xin Zhang, Nikos Mamoulis, David W. L. Cheung, Yutao Shou
  
• Incremental Maintenance of Quotient Cube for Median
  Authors: Cuiping Li, Gao Cong, Anthony K. H. Tung, Shan Wang
  
• A Graph-Theoretic Approach to Extract Storylines from Search Results
  Authors: Ravi Kumar, Uma Mahadevan, D. Sivakumar
  
• Probabilistic Author-Topic Models for Information Discovery
  Authors: Mark Steyvers, Padhraic Smyth, Michal Rosen-Zvi, Thomas Griffiths
  
• Mining Reference Tables for Automatic Text Segmentation
  Authors: Eugene Agichtein, Venkatesh Ganti
  
• On the Discovery of Significant Statistical Quantitative Rules
  Authors: Hong Zhang, Balaji Padmanabhan, Alexander Tuzhilin
  
• Approximating a Collection of Frequent Sets
  Authors: Foto Afrati, Aristides Gionis, Heikki Mannila
  
• Machine Learning for Online Query Relaxation
  Authors: Ion Muslea
  
• A Probabilistic Framework for Semi-Supervised Clustering
  Authors: Sugato Basu, Mikhail Bilenko, Raymond Mooney
  
• Efficient Closed Pattern Mining in the Presence of Tough Block Constraints
  Authors: Krishna Gade, Jianyong Wang, George Karypis
  
• Exploiting Dictionaries in Named Entity Extraction: Combining SemiMarkov Extraction Processes and Data Integration Methods
  Authors: William Cohen, Sunita Sarawagi
  
• Scalable Mining Large Disk-Based Graph Databases
  Authors: Chen Wang, Wei Wang, Jian Pei, Yongtai Zhu, Baile Shi
  
• A Bayesian Network Framework for Reject Inference
  Authors: Andrew Smith, Charles Elkan
  
• An Iterative Method for Multi-Class Cost-Sensitive Learning
  Authors: Naoki Abe, Bianca Zadrozny
  
• Data Mining in Metric Space: An Empirical Analysis of Supervised Learning Performance Criteria
  Authors: Richard Caruana, Alex Niculescu-Mizil
  
• Fast Galactic Morphology via Eigenimages
  Authors: Brigham Anderson, Andrew Moore, Andrew Connolly, Bob Nichol

(B) POSTER PAPERS

• Extending the Notion of Support
  Authors: Michael Steinbach, Pang-Ning Tan, Hui Xiong, Vipin Kumar
  
• When Do Data Mining Results Violate Privacy?
  Authors: Murat Kantarcioglu, Jiashun Jin, Chris Clifton
  
• A generative probabilistic approach to visualizing sets of symbolic sequences
  Authors: Peter Tino, Ata Kaban, Yi Sun
  
• A Data Mining Approach to Modeling Relationships among Categories in Image Collection
  Authors: Ruofei Zhang, Zhongfei (Mark) Zhang
  
• Sleeved coClustering
  Authors: Avraham Melkman, Eran Shaham
  
• Discovering Additive Structure in Black Box Functions
  Authors: Giles Hooker
  
• A New Privacy Model and Association-Rule Mining Algorithm for Large-Scale Distributed Environments
  Authors: Bobi Gilburd, Assaf Schuster, Ran Wolff
  
• The IOC algorithm: Efficient Many-Class Non-parametric Classification for High-Dimensional Data
  Authors: Ting Liu, Ke Yang, Andrew Moore
  
• IMMC: Incremental Maximum Margin Criterion
  Authors: Jun Yan, Benyu Zhang, Shuicheng Yan, Zheng Chen, Fan Weiguo, Qiang Yang, Ma Wei-Ying, Qiansheng Cheng
  
• On Demand Classification of Data Streams
  Authors: Charu Aggarwal, Jiawei Han, Jianyong Wang, Philip Yu
  
• Dense Itemsets
  Authors: Jouni K. Seppänen, Heikki Mannila
  
• 2PXMiner - Efficient Mining of Frequent XML Query Patterns with Repeated Siblings
  Authors: Liang-Huai Yang, Mong Li Lee, Wynne Hsu
  
• On Detecting Space-Time Clusters
  Authors: Vijay Iyengar
  
• Cluster-based Concept Invention for Statistical Relational Learning
  Authors: Alexandrin Popescul, Lyle Ungar
  
• Mining Scale-free Networks using Geodesic Clustering
  Authors: Andrew Wu, Michael Garland, Jiawei Han
  
• Privacy-Preserving Bayesian Network Structure Computation on Distributed Heterogeneous Data
  Authors: Rebecca Wright, Zhiqiang Yang
  
• Parallel Computation of High Dimensional Robust Correlation and Covariance Matrices
  Authors: Alan Wagner, James Chilson, Raymond Ng, Ruben Zamar
  
• Automatic Multimedia Cross-modal Correlation Discovery
  Authors: Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
  
• Locating Secret Messages in Images
  Authors: Ian Davidson, Goutam Paul
  
• Diagnosing Extrapolation: Tree-Based Density Estimation
  Authors: Giles Hooker
  
• IncSpan: Incremental Mining of Sequential Patterns in Large Database
  Authors: Hong Cheng, Xifeng Yan, Jiawei Han
  
• Identifying Early Buyers from Purchase Data
  Authors: Paat Rusmevichientong, Shenghuo Zhu, David Selinger
  
• Optimal Randomization for Privacy Preserving Data Mining
  Authors: Yu Zhu, Lei Liu
  
• A DEA Approach for Model Combination
  Authors: Eric Zheng, Balaji Padamanabhan
  
• Learning Spatially Variant Dissimilarity (SVaD) Measures
  Authors: Krishna Kummamuru, Raghu Krishnapuram, Rakesh Agrawal
  
• Ordering Patterns by Combining Opinions from Multiple Sources
  Authors: Pang-Ning Tan, Rong Jin
  
• Semantic Representation, Search and Mining of Multimedia Content
  Authors: Apostol Natsev, Milind Naphade, John R. Smith
  
• SPIN: Mining Maximal Frequent Subgraphs from Graph Databases
  Authors: Jun Huan, Wei Wang, Jan Prins, Jiong Yang
  
• An Objective Evaluation Criterion for Clustering
  Authors: Arindam Banerjee, John Langford
  
• Clustering Moving Objects
  Authors: Yifan Li, Jiawei Han, Jiong Yang
  
• Rotation Invariant Measures for Trajectories
  Authors: Michail Vlachos, Dimitrios Gunopulos, Gautam Das
  
• A Framework for Ontology-Driven Subspace Clustering
  Authors: Jinze Liu, Wei Wang, Jiong Yang
  
• A Quickstart in Frequent Structure Mining can make a difference
  Authors: Siegfried Nijssen, Joost N. Kok
  
• Why Collective Inference Improves Relational Classification
  Authors: David Jensen, Jennifer Neville, Brian Gallagher
  
• Privacy Preserving Regression Modelling via Distributed Computation
  Authors: Ashish Sanil, Alan Karr, Xiaodong Lin, Jerome Reiter
  
• Column-Generation Boosting Methods for Mixture of Kernels
  Authors: Jinbo Bi, Tong Zhang, Kristin Bennett
  
• Redundancy Based Feature Selection for Microarray Data
  Authors: Lei Yu, Huan Liu
  
• Improved Robustness of Signature-Based Near-Replica Detection Via Lexicon Randomization
  Authors: Aleksander Kolcz, Abdur Chowdhury, Joshua Alspector
  
• Estimating the Size of the Telephone Universe: A Bayesian Mark-Recapture Approach
  Authors: David Poole
  
• Belief State Approaches to Signaling Alarms in Surveillance Systems
  Authors: Kaustav Das, Jeff Schneider
  
• A Unified View of Kernel k-means, Spectral Clustering and Graph Cuts
  Authors: Brian Kulis, Yuqiang Guan, Inderjit Dhillon
  
• A Cross-Collection Mixture Model for Comparative Text Mining
  Authors: ChangXiang Zhai, Atulya Velivelli, Bei Yu
  
• A Microeconomic Data Mining Problem: Customer-Oriented Catalog Segmentation
  Authors: Martin Ester, Rong Ge, Wen Jin, Zengjian Hu
  
• A Generalized Maximum Entropy Approach to Bregman Co-clusteringand Matrix Approximation
  Authors: Arindam Banerjee, Inderjit Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra Modha

(2) INDUSTRIAL TRACK ACCEPTED PAPERS

(A) FULL PAPERS

• TiVo: Making Show Recommendations Using a Distributed Collaborative Filtering Architecture
  Authors: Kamal Ali, Wijnand Van Stam
  
• V-Miner: Using Enhanced Parallel Coordinates to Mine Product Design and TestData
  Authors: Kaidi Zhao, Bing Liu, Thomas Tirpak, Andreas Schaller
  
• Early Detection of Insider Trading in Option Markets
  Authors: Steve Donoho
  
• Density-Based Spam Detector
  Authors: Kenichi Yoshida, Fuminori Adachi, Takashi Washio, Hiroshi Motoda, Teruaki Homma, Akihiro Nakashima, Hiromitsu Fujikawa, Katsuyuki Yamazaki
  
• Visually Mining and Monitoring Massive Time Series
  Authors: Jessica Lin, Jeff Lankford, Eamonn Keogh, Stefano Lonardi
  
• A Rank Sum Test Method for Informative Gene Discovery
  Authors: Lin Deng, Jian Pei, Jinwen Ma, Dik Lun Lee
  
• Learning to Detect Malicious Executables in the Wild
  Authors: Jeremy Kolter, Marcus A. Maloof
  
• Interactive Training of Advanced Classifiers for Mining Remote Sensing Image Archives
  Authors: Selim Aksoy, Krzysztof Koperski, Giovanni Marchisio, Carsten Tusk
  
• Predicting Customer Grocery Shopping Lists from POS Purchase Data
  Authors: Chad Cumby, Andy Fano, Rayid Ghani, Marko Krema
  
• Eigenspace-based Anomaly Detection in Computer Systems
  Authors: Tsuyoshi Ide, Hisashi Kashima
  
• Mining Coherent Gene Clusters from Three-Dimensional Microarray Data
  Authors: Daxin Jiang, Jian Pei, Murali Ramanathan, Chun Tang, Aidong Zhang
  
• Predicting Prostate Cancer Recurrence via Maximizing the Concordance Index
  Authors: Lian Yan, David Verbel, Olivier Saidi
  
• Effective Localized Regression for Damage Detection in Large Complex Mechanical Structures
  Authors: Aleksander Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar Tamma

(B) POSTER PAPERS

• A General Approach to Incorporate Data Quality Matrices into Data Mining Algorithms
  Authors: Ian Davidson, Ashish Grover, Ashwin Satyanarayana, Giri Tayi
  
• Tracking Dynamics of Topic Trends Using a Finite Mixture Model
  Authors: Satoshi Morinaga, Kenji Yamanishi
  
• ANN Quality Diagnostic Models for Packaging Manufacturing: An Industrial Data Mining Case Study
  Authors: Nicolas de Abajo, Alberto B. Diez, Vanesa Lobato, Sergio R. Cuesta
  
• Programming the K-means Clustering Algorithm in SQL
  Authors: Carlos Ordonez
  
• Document Preprocessing For Naive Bayes Classification and Clustering with Mixture of Multinomials
  Authors: Dmitry Pavlov, Ramnath Balasubramanyan, Byron Dom, Shyam Kapur, Jignashu Parikh
  
• Mining Traffic Data from Probe-Car System for Travel Time Prediction
  Authors: Takayuki Nakata, Jun-ichi Takeuchi
  
• 1-Dimensional Splines as Building Blocks for Improving Accuracy of Risk Outcomes Models
  Authors: David Vogel, Morgan Wang
  
• Learning a Complex Metabolomic Dataset Using Random Forests and Support Vector Machines
  Authors: Young Truong, Chris Beecher, Adele Cutler, Leanna House, Xiaodong Lin, Stanley Young
  
• Feature Selection in Scientific Applications
  Authors: Erick Cantu-Paz, Shawn Newsam, Chandrika Kamath
  
• Cross Channel Optimized Marketing by Reinforcement Learning
  Authors: Naoki Abe, Naval Verma, Chidanand Apte, Robert Schroko
  
• A System for Automated Mapping of Bill-of-Material Part Numbers
  Authors: Jayant Kalagnanam, Moninder Singh, Sudhir Verma, Michael Patek, Yuk Wah Wong
  
• Analytical View of Business Data
  Authors: Adam Yeh, Jonathan Tang, Youxuan Jin
  
• Exploring the Community Structure of Newsgroups
  Authors: Christian Borgs, Jennifer Chayes, Mohammad Mahdian, Amin Saberi

For previous details about the call for papers, see our archives.