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Schedule
Dates:
28 June 2009
|
29 June 2009
|
30 June 2009
|
1 July 2009
Tracks:
Demonstrations
|
Dissertation Award Talk
|
Industry Session
|
Panel
|
Plenary Keynote
|
Posters
|
S01: Clustering
|
S02: Recommender Systems
|
S03: Temporal & Streams Mining
|
S04: Industry: Web Mining
|
S05: Social Content
|
S06: Supervised Learning
|
S07: Anomaly & Streams
|
S08: Industry: Mining Web Logs
|
S09: Text Mining
|
S10: Graph Mining
|
S11: Search & Advertising
|
S12: Combined: Anomaly Detection
|
S13: Statistical & Consensus Methods
|
S14: Privacy & Semi-Supervised Methods
|
S15: Pattern Mining Applications
|
S16: Industry: Enterprise & Finance
|
S17: Social Networks
|
S18: Web & Behavior Mining
|
S19: Active Learning
|
S20: Industry: Data Mining Experiences
|
S21: Dynamic Social Networks
|
S22: Multi-Relational Mining
|
S23: Combined: Temporal Data
|
S24: Industry: Security & Privacy
|
S25: Frequent Patterns
|
S26: Web Mining
|
S27: Combined: Applications
|
S28: Industry: Information Extraction & Text Mining
|
Tutorial
|
W01 StReBio
|
W02 SensorKDD
|
W03 CSI-KDD
|
W04 VAKD
|
W05 ADKDD
|
W06 SNA-KDD
|
W07 HCOMP
|
W08 DMMT
|
W09 Case Studies
|
W10 KDD-Cup
|
W11 Uncertain Data
Sunday, 28 June 2009
08:30
- 12:30
W07 WORKSHOP: Human Computation Workshop (HCOMP 2009)
Paul Bennett
,
Raman Chandrasekar
,
Max Chickering
,
Panos Ipeirotis
,
Edith Law
,
Foster Provost
,
Anton Mityagin
,
Luis von Ahn
-- La Sorbonne A, B & C
09:00
- 09:25
W05> Ad Quality on TV: Predicting Television Audience Retention
Yannet Interian
,
Sundar Dorai-Raj
,
Igor Naverniouk
,
P.J Opalinski
,
Kaustuv Kaustuv
,
Dan Zigmond
-- Miles Davis B
09:00
- 10:00
W03> Invited Talk "AntiPhish ñ Lessons Learnt"
AndrÈ Bergholz
-- Miles Davis A
09:00
- 12:30
Tutorial T1: Statistical Challenges in Computational Advertising
Deepayan Chakrabarti
,
Deepak Agarwal
-- Louis Armstrong A & B
Tutorial T2: How to do good research, get it published in SIGKDD and get it cited!
Eamonn Keogh
-- Miles Davis C
Tutorial T3: Large Graph-Mining: Power Tools and a Practitioner's Guide
Christos Faloutsos
,
Gary Miller
,
Charalampos Tsourakakis
-- La Seine C
Tutorial T4: Planning, Running, and Analyzing Controlled Experiments on the Web
Roger Longbotham
,
John Quarto-vonTivadar
,
Ron Kohavi
-- Les Invalides B
W08 WORKSHOP: Data Mining using Matrices and Tensors (DMMT'09)
Chris Ding
,
Tao Li
-- St Germain des Prés B
W09 WORKSHOP: Data Mining Case Studies and Practice Prize (DMCS #3)
Gabor Melli
,
Peter van der Putten
,
Brendan Kitts
-- Louis Armstrong C & D
W09> A Practical Approach to Combine Data Mining and Prognostics for Improved Predictive Maintenance
Abdellatif Bey-Temsamani
,
Marc Engels
,
Andy Motten
,
Steve Vandenplas
,
Agusmian P. Ompusunggu
-- Louis Armstrong C & D
W09> Clickfraud Bot Detection: High Stakes Adversarial Signal Detection
Brendan Kitts
,
Albert Roux
,
Jing Ying Zhang
,
Raj Mahato
,
Ron Mills
,
Wesley Brandi
,
Kamran Kanany
,
Matthew Rice
,
Gang Wu
-- Louis Armstrong C & D
W09> Correlation Explorations in a Classification Model
Vincent Lemaire
,
Carine Hue
,
Olivier Bernier
-- Louis Armstrong C & D
W09> Data Mining Approach to Credit Risk Evaluation of Online Personal Loan Applicants
Pavel Brusilovsky
-- Louis Armstrong C & D
W09> Data Mining Based Tax Audit Selection: A Case Study from Minnesota Department of Revenue
Kuo-Wei Hsu
,
Nishith Pathak
,
Jaideep Srivastava
,
Greg Tschida
,
Eric Bjorklund
-- Louis Armstrong C & D
W09> Data mining for intelligence led policing
R. van der Veer
,
H. T. Roos
,
A. van der Zanden
-- Louis Armstrong C & D
W09> Estimating Potential Customer Value using a classification technique to determine customer value
Thiery Vallaud
,
Daniel Larose
-- Louis Armstrong C & D
W09> Identification of Independent Individualistic Predictors of Mail Order Pharmacy Prescription Utilization of Healthcare Claims
Aishwarya Meenakshi Sundar
,
Jaideep Srivastava
-- Louis Armstrong C & D
W09> Migration of Data Mining Pre-processing into the DBMS
Carlos Ordonez
,
Javier García-García
,
Michael J. Rote
-- Louis Armstrong C & D
W09> Mining Medical Images
Glenn Fung
,
Balaji Krhnapuram
,
Jinbo Bi
,
Murat Dundar
,
Vikas Raykar
,
Romer Rosales
,
Sriram Krishnan
,
R. Bharat Rao
-- Louis Armstrong C & D
W09> Online Experimentation at Microsoft
Ron Kohavi
,
Thomas Crook
,
Roger Longbotham
-- Louis Armstrong C & D
09:00
- 17:30
W01 WORKSHOP: Statistical and Relational Learning and Mining in Bioinformatics (StReBio'09)
Jan Ramon
,
Fabrizio Costa
,
Christophe Costa Florencio
,
Joost Kok
-- Saint Michel
W01> Can we improve on the identification of Transcription Factor Binding Sites?
Hugh P. Shanahan
-- Saint Michel
W01> Comparing Graph-based Representations of Protein for Mining Purposes
Rabie Saidi
,
Mondher Maddouri
,
Engelbert Mephu Nguifo
-- Saint Michel
W01> Finding Optimal Parameters for Edit Distance Based Sequence Classification is NP-Hard
Vlado Keselj
,
Haibin Liu
,
Norbert Zeh
,
Christian Blouin
,
Chris Whidden
-- Saint Michel
W01> Handling missing values and censored data in PCA of pharmacological matrices
Jan Ramon
,
Fabrizio Costa
-- Saint Michel
W01> Identification of structurally important amino acids in proteins by graph-theoretic measures
Tammy M.K. Cheng
,
Yu-En Lu
,
Pietro Lio
-- Saint Michel
W01> Lift-based search for significant dependencies in dense data sets
Wilhelmiina Haemaelaeinen
-- Saint Michel
W01> Protein Sequence Alignment and Structural Disorder: A Substitution Matrix for an Extended Alphabet
Uros Midic
,
A. Keith Dunker
,
Zoran Obradovic
-- Saint Michel
W01> Using Random Forests to uncover bivariate interactions in high dimensional small data sets
Jorge M. Arevalillo
,
Hilario Navarro
-- Saint Michel
W02 WORKSHOP: The 3rd International Workshop on Knowledge Discovery from Sensor Data (SensorKDD-2009)
Olufemi Omitaomu
,
Auroop Ganguly
,
Joao Gama
,
Ranga Raju Vatsavai
,
Mohamed Medhat Gaber
,
Nitesh V. Chawla
-- St Germain des Prés A
W02> A Comparison of SNOTEL and AMSR-E Snow Water Equivalent Datasets in Western U.S. Watersheds
Cody L. Moser
,
Oubeidillah Aziz
,
Glenn A. Tootle
,
Venkat Lakshmi
,
and Greg Kerr
-- St Germain des Prés A
W02> A data modeling approach to climate change attribution
Aurélie Lozano
-- St Germain des Prés A
W02> A Frequent Pattern Based Framework for Event Detection in Sensor Network Stream Data
Li Wan
,
Jianxin Liao
,
Xiaomin Zhu
-- St Germain des Prés A
W02> A Novel Measure for Validating Clustering Results Applied to Road Traffic
Yosr Naija
,
Kaouther Blibech Sinaoui
-- St Germain des Prés A
W02> An Exploration of Climate Data Using Complex Networks
Karsten Steinhaeuser
,
Nitesh V. Chawla
,
Auroop R. Ganguly
-- St Germain des Prés A
W02> Anomaly Detection and Spatio-Temporal Analysis of Global Climate System
Mahashweta Das
,
Srinivasan Parthasarathy
-- St Germain des Prés A
W02> Change Detection in Rainfall and Temperature Patterns over India
Shivam Tripathi
,
Rao S. Govindaraju
-- St Germain des Prés A
W02> Clustering of Power Quality Event Data Collected via Monitoring Systems Installed on the Electricity Network
Mennan Güder
,
Nihan Kesim Cicekli
,
Ozgul Salor
,
Isik Cadirci
-- St Germain des Prés A
W02> EDISKCO: Energy Efficient Distributed in-Sensor-Network K-center Clustering with Outliers
Marwan Hassani
,
Emmanuel Muller
,
Thomas Seidl
-- St Germain des Prés A
W02> Handling Outliers and Concept Drift in Online Mass Flow Prediction in CFB Boilers
Jorn Bakker
,
Mykola Pechenizkiy
,
Indre Zliobaite
,
Andriy Ivannikov
,
Tommi Karkkainen
-- St Germain des Prés A
W02> How Optimized Environmental Sensing Helps Address Information Overload on the Web
Carlos Guestrin
-- St Germain des Prés A
W02> Mining in a Mobile Environment
Sean McRoskey
,
James Notwell
,
Nitesh V. Chawla
,
Christian Poellabauer
-- St Germain des Prés A
W02> OcVFDT: One-class Very Fast Decision Tree for One-class Classification of Data Streams
Chen Li
,
Yang Zhang
,
Xue Li
-- St Germain des Prés A
W02> On the Identification of Intra-seasonal Changes in the Indian Summer Monsoon
Shivam Tripathi
,
Rao S. Govindaraju
-- St Germain des Prés A
W02> Phenological Event Detection from Multitemporal Image Data
Ranga Raju Vatsavai
-- St Germain des Prés A
W02> Reduction of Ground-Based Sensor Sites for Spatio-Temporal Analysis of Aerosols
Vladan Radosavljevic
,
Slobodan Vucetic
,
Zoran Obradovic
-- St Germain des Prés A
W02> SkyTree: Scalable Skyline Computation for Sensor Data
Jongwuk Lee
,
Seung-won Hwang
-- St Germain des Prés A
W02> Space Missions & Sensor Networking: Challenging Scenarios
Alessandro Donati
-- St Germain des Prés A
W02> Supervised Clustering via Principal Component Analysis in a Retrieval Application
Esteban Garcia-Cuesta
,
Ines M. Galvan
,
Antonio J. de Castro
-- St Germain des Prés A
W03 WORKSHOP: Workshop on CyberSecurity and Intelligence Informatics (CSI-KDD)
Hsinchun Chen
,
Marc Dacier
,
Marie-Francine Moens
,
Gerhard Paaß
,
Christopher C. Yang
-- Miles Davis A
W04 WORKSHOP: Visual Analytics and Knowledge Discovery (VAKD '09)
Kai Puolamäki
,
Heikki Mannila
,
Alessio Bertone
,
Silvia Miksch
,
Mark A. Whiting
,
Jean Scholtz
-- Ella Fitzgerald
W05 WORKSHOP: The Third International Workshop on Data Mining and Audience Intelligence for Advertising (ADKDD)
Ying Li
,
Arun C. Surendran
,
Dou Shen
-- room tbd
W06 WORKSHOP: The 3rd Workshop on Social Network Mining and Analysis (SNA-KDD)
Lee Giles
,
John Yen
,
Prasenjit Mitra
,
Haizheng Zhang
,
igor Perisic
-- Le Jardin du Luxembourg D & E
09:05
- 09:45
W08> Invited Talk "Tensor Decompositions and Applications: a Survey"
Prof. Leiven De Lathauwer
-- St Germain des Prés B
09:10
- 10:00
W07> Herd It: Designing A Social Game to Tag Music
Luke Barrington
,
Douglas Turnbull
,
Damien OíMalley
,
Gert Lanckriet
-- La Sorbonne A, B & C
09:25
- 09:35
W07> KissKissBan: A Competitive Human Computation Game for Image Annotation
Chien-Ju Ho
,
Tao-Hsuan Chang
,
Jong-Chuan Lee
,
Jane Yung-Jen Hsu
,
Kuan-Ta Chen
-- La Sorbonne A, B & C
09:25
- 09:50
W05> Handling Missing Values in GPS Surveys Using Survival Analysis
Michael May
,
Christine Körner
,
Dirk Hecker
,
Martial Pasquier
,
Urs Hofmann
,
Felix Mende
-- Miles Davis B
09:40
- 09:55
W07> Community-based Game Design: Experiments on Social Games for Commonsense Data Collection
Yen-Ling Kuo
,
Kai-Yang Chiang
,
Cheng-Wei Chan
,
Jong-Chuan Lee
,
Rex Wang
,
Edward Yu-Te Shen
,
Jane Yung-Jen Hsu
-- La Sorbonne A, B & C
09:45
- 10:00
W08> Multi-Way Set Enumeration in Real-Valued Tensors
Elisabeth Georgii
,
Koji Tsuda
,
Bernhard Schölkopf
-- St Germain des Prés B
10:00
- 11:00
W07> A Demonstration Of Human Computation Using The Phrase Detectives Annotation Game
Jon Chamberlain
,
Massimo Poesio
,
Udo Kruschwitz
-- La Sorbonne A, B & C
W07> A Reputation System for Selling Human Computation
Trevor Burnham
,
Rahul Sami
-- La Sorbonne A, B & C
W07> CAPTCHA-based Image Labeling on the Soylent Grid, Peter Faymonville
Kai Wang
,
John Miller
,
Serge Belongie
-- La Sorbonne A, B & C
W07> Designing Crowdsourcing Community for the Enterprise
Osamuyimen Stewart
,
Juan Huerta
,
Melissa Sader
,
Andrzej Sakrajda
,
Julie Marcotte
,
David Lubensky
-- La Sorbonne A, B & C
W07> From Active Towards InterActive Learning: Using Consideration Information to Improve Labeling Correctness
Abraham Bernstein
,
Li Jiwen
-- La Sorbonne A, B & C
W07> Games for Games: Manipulating Contexts in Human Computation Games
Aneta Takhtamysheva
,
Robert Porzel
,
Markus Krause
-- La Sorbonne A, B & C
W07> Magic Bullet: A Dual-Purpose Computer Game
Jeff Yan
,
Su-Yang Yu
-- La Sorbonne A, B & C
W07> Page Hunt: Using Human Computation Games to Improve Web Search
Hao Ma
,
Raman Chandrasekar
,
Chris Quirk
,
Abhishek Gupta
-- La Sorbonne A, B & C
W07> Picture This: Preferences for Image Search
Paul Bennett
,
Max Chickering
,
Anton Mityagin
-- La Sorbonne A, B & C
W07> Search War: A Game for Improving Web Search
Edith Law
,
Luis Von Ahn
,
Tom Mitchell
-- La Sorbonne A, B & C
W07> Seaweed: A Web Application for End Users to Design Economic Games
Lydia Chilton
,
Clayton Sims
,
Max Goldman
,
Greg Little
,
Robert Miller
-- La Sorbonne A, B & C
W07> TagCaptcha: Annotating images with CAPTCHAs
Donn Morrison
,
Stephane Marchand-Maillet
,
Eric Bruno
-- La Sorbonne A, B & C
W07> Thumbs-Up: A Game for Playing to Rank Search Results
Ali Dasdan
,
Chris Drome
,
Santanu Kolay
,
Micah Alpern
,
Alice Han
,
Tom Chi
,
Jamie Hoover
,
Ivan Davtchev
,
Sharad Verma
-- La Sorbonne A, B & C
W07> TurKit: Tools for Iterative Tasks on Mechanical Turk
Greg Little
,
Lydia Chilton
,
Max Goldman
,
Robert Miller
-- La Sorbonne A, B & C
10:20
- 11:00
W08> Invited Talk "Factorizing Matrices with Missing Entries: Alternative Approaches"
Charles Elkan
-- St Germain des Prés B
10:30
- 10:55
W05> A Markov Chain Model for Integrating Behavioral Targeting into Contextual Ads
Ting Li
,
Ning Liu
,
Jun Yan
,
Gang Wang
,
Fengshan Bai
,
Zheng Chen
-- Miles Davis B
10:30
- 11:00
W03> Combining Incremental Hidden Markov Model and Adaboost Algorithm for Anomaly Intrusion Detection
Chen Yo-Shu
,
Chen Yi-Ming
-- Miles Davis A
10:30
- 12:30
W01> Multi-Class Protein Fold Recognition using Large Margin Logic based Divide and Conquer Learning
Huma Lodhi
,
Stephen Muggleton
,
Mike J E Sternberg
-- Saint Michel
10:55
- 11:20
W05> Probabilistic Latent Semantic User Segmentation for Behavioral Targeted Advertising
Xiaohui Wu
,
Jun Yan
,
Ning Liu
,
Shuicheng Yan
,
Ying Chen
,
Zheng Chen
-- Miles Davis B
11:00
- 11:10
W07> The Role of Game Theory in Human Computation Systems
Shaili Jain
,
David Parkes
-- La Sorbonne A, B & C
11:00
- 11:15
W08> A Spectral-based Clustering Algorithm for Categorical Data Using Data Summaries
Eman Abdu
,
Douglas Salane
-- St Germain des Prés B
11:00
- 11:30
W03> Addressing the Attack Attribution Problem using Knowledge Discovery and Multi-criteria Fuzzy Decision-Making
Olivier Thonnard
,
Wim Mees
,
Marc Dacier
-- Miles Davis A
11:15
- 11:30
W07> On Formal Models for Social Verification
Chien-Ju Ho
,
Kuan-Ta Chen
-- La Sorbonne A, B & C
W08> Sequential Latent Semantic Indexing
Mikhail Krivenko
,
Vitaly Vasilyev
-- St Germain des Prés B
11:20
- 11:45
W05> Argo: Intelligent Advertising by Mining a User's Interest from His Photo Collections
Xin-Jing Wang
,
Mo Yu
,
Lei Zhang
,
Rui Cai
,
Wei-Ying Ma
-- Miles Davis B
11:30
- 12:00
W03> Malware Detection Using Statistical Analysis of Byte-Level File Content
S. Momina Tabish
,
M. Zubair Shafiq and Muddassar Farooq
-- Miles Davis A
W08> Invited Talk: "Tensors and n-d Arrays: Mathematics of Arrays, Psi-Calculus, and Composition of Tensor and Array Operations"
Lenore Mullin
,
James Raynolds
-- St Germain des Prés B
11:35
- 11:50
W07> Efficient Human Computation: the Distributed Labeling Problem
Ran Gilad-Bachrach
,
Aharon Bar Hillel
,
Liat Ein-dor
-- La Sorbonne A, B & C
11:45
- 12:10
W05> Scalable Clustering and Keyword Suggestion for Online Advertisements
Anton Schwaighofer
,
Joaquin QuiÒonero Candela
,
Thomas Borchert
,
Thore Graepel
,
Ralf Herbrich
-- Miles Davis B
11:55
- 12:10
W07> Financial Incentives and the ìPerformance of Crowdsî
Winter Mason
,
Duncan J. Watts
-- La Sorbonne A, B & C
12:00
- 12:10
W08> Recent Advances in Tensor Decomposition
Chris Ding
-- St Germain des Prés B
12:00
- 12:30
W03> Online Phishing Classification Using Adversarial Data Mining and Signaling Games
Gaston LíHuillier
,
Richard Weber
,
Nicolas Figueroa
-- Miles Davis A
12:10
- 12:25
W08> Accuracy of Distance Metric Learning Algorithms
Frank Nielsen
,
Aurélien Sérandour
-- St Germain des Prés B
12:10
- 12:35
W05> Inferring Local Synonyms for Improving Keyword Suggestion in an On-line Advertisement System
LuÌs Sarmento
,
Paulo Trezentos
,
Jo„o GonÁalves
,
EugÈnio Oliveira
-- Miles Davis B
12:25
- 12:40
W08> Efficient Computation of PCA with SVD in SQL
Mario Navas
,
Carlos Ordonez
-- St Germain des Prés B
14:00
- 14:40
W03> Invited Talk: Data Security and Integrity: Developments and Directions
Bhavani Thuraisingham
-- Miles Davis A
14:00
- 15:00
W05> Invited Talk: Brand Advertising, On-line Audiences, and Social Media
Foster Provost
-- Miles Davis B
14:00
- 17:30
Tutorial T5: Predictive Modelling in the Wild: Success Factors in Data Mining Competitions and Real-World Applications
Saharon Rosset
,
Claudia Perlich
-- Les Invalides B
Tutorial T6: New Directions in Data Quality Mining
Laure Berti-Equille
,
Tamraparni Dasu
-- La Sorbonne A, B & C
Tutorial T7: Event Detection
Daniel Neill
,
Weng-Keen Wong
-- Louis Armstrong C & D
Tutorial T8: Advances in Mining the Web
Myra Spiliopoulou
,
Osmar Zaiane
,
Bamshad Mobasher
,
Olfa Nasraoui
-- Miles Davis C
Tutorial T9: Real World Text Mining
Ronen Feldman
,
Lyle Ungar
-- Louis Armstrong A & B
W10 WORKSHOP: KDD-Cup 2009: Fast Scoring on a Large Database (KDDcup09)
Isabelle Guyon
,
David Vogel
-- St Germain des Prés B
W11 WORKSHOP: The First ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data (U'09)
Jian Pei
,
Lise Getoor
,
Ander de Keijzer
-- Les Invalides B
W11> Using Uncertain Chemical and Thermal Data to Predict Product Quality in a Casting Process
Catarina Dudas
,
Henrik Boström
-- Les Invalides B
14:05
- 14:40
W11> Invited Talk "Managing and Mining Uncertain Data: What Might We Do Better?"
Christopher Jermaine
-- Les Invalides B
14:40
- 14:55
W11> Efficient Algorithms for Mining Constrained Frequent Patterns from Uncertain Data
Carson K. Leung
,
D. A. Brajczuk
-- Les Invalides B
14:40
- 15:05
W03> Towards Trusted Intelligence Information Sharing
Joseph Treglia
,
Joon Park
-- Miles Davis A
14:50
- 15:05
W11> Efficient Algorithms for Mining Constrained Frequent Patterns from Uncertain Data
Carson K. Leung
,
Dale Brajczuk
-- Les Invalides B
14:55
- 15:10
W11> Identifying Graphs from Noisy and Incomplete Data
G. M. S. Namata Jr.
,
Lise Getoor
-- Les Invalides B
15:00
- 15:25
W05> Data-Driven Text Features for Sponsored Search Click Prediction
Benyah Shaparenko
,
Rukmini Iyer
-- Miles Davis B
15:05
- 15:30
W03> Social Networks Integration and Privacy Preservation using Subgraph Generalization
Christopher C. Yang
,
Xuning Tang
-- Miles Davis A
15:10
- 15:20
W11> On Perturbation Theory and an Algorithm for Maximal Clique Enumeration in Uncertain and Noisy Graphs
William Hendrix
,
Matthew C. Schmidt
,
Paul Breimyer
,
Nagiza F. Samatova
-- Les Invalides B
15:20
- 15:30
W11> Exploiting Contexts to Deal with Uncertainty in Classification
Bianca Zadrozny
,
Gisele L. Pappa
,
Wagner Meira Jr.
,
Marcos AndrÈ GonÁalves
,
Leonardo Rocha
,
Thiago Salles
-- Les Invalides B
16:00
- 16:25
W05> Revenue Optimization with Relevance Constraint in Sponsored Search
Yunzhang Zhu
,
Gang Wang
,
Junli Yang
,
Dakan Wang
,
Jun Yan
,
Zheng Chen
-- Miles Davis B
16:00
- 16:30
W03> Design of a Temporal Geosocial Semantic Web for Military Stabilization and Reconstruction Operation
Bhavani Thuraisingham
,
Latifur Khan
,
Murat Kantarcioglu
,
Vaibhav Khadilkar
-- Miles Davis A
16:00
- 16:35
W11> Invited talk "Querying and Mining Uncertain Data: Methods, Applications, and Challenges"
Matthias Renz
-- Les Invalides B
16:25
- 16:50
W05> Pricing Guidance in Ad Sale Negotiations: The PrintAds Example
Adam Isaac Juda
,
S. Muthukrishnan
,
Ashish Rastogi
-- Miles Davis B
16:30
- 17:00
W03> On the Efficacy of Data Mining for Security Applications
Ted Senator
-- Miles Davis A
16:35
- 16:50
W11> Learning from Data with Uncertain Labels by Boosting Credal Classifiers
Benjamin Quost
,
Thierry Denúux
-- Les Invalides B
16:50
- 17:15
W05> Online Allocation of Display Advertisements Subject to Advanced Sales Contracts
Saeed Alaei
,
Esteban Arcaute
,
Samir Khuller
,
Wenjing Ma
,
Azarakhsh Malekian
,
John Tomlin
-- Miles Davis B
17:00
- 17:30
W03> A Study of Online Service and Information Exposure of Public Companies
Sai Ho Kwok
,
Cheuk Tung Lai
,
Jason Yeung
-- Miles Davis A
17:05
- 17:15
W11> Lazy Naive Credal Classifier
Giorgio Corani
,
Marco Zaffalon
-- Les Invalides B
17:15
- 17:25
W11> Decision Support and Profit Prediction for Online Auction Sellers
C.-H. Chang
,
J.-H. Lin
-- Les Invalides B
18:00
- 18:15
Opening Remarks
John Elder
,
Francoise Fogelman-Soulie
,
Peter Flach
,
Mohammed J. Zaki
-- La Seine
18:15
- 18:45
Award Presentations
Gregory Piatetsky-Shapiro
,
Wei Wang
,
Jure Leskovec
,
Banshad Mombasher
,
Gabor Melli
,
David Vogel
,
Isabelle Guyon
,
Robert Grossman
-- La Seine
18:45
- 19:00
Dissertation Award Talk
Jure Leskovec
-- La Seine
19:00
- 19:30
Innovation Award Winner Talk
-- La Seine
Monday, 29 June 2009
09:00
- 10:00
Mismatched Models, Wrong Results, and Dreadful Decisions
David J. Hand
-- La Seine
10:30
- 10:55
Adapting the Right Measures for K-means Clustering
Junjie Wu
,
Jian Chen
,
hui xiong
-- Miles Davis A,B & C
Collaborative Filtering with Temporal Dynamics
Yehuda Koren
-- Louis Armstrong & Ella Fitzgerald
Incorporating Site-Level Knowledge for Incremental Crawling of Web Forums: A List-wise Strategy
Jiang-Ming Yang
,
Rui Cai
,
Chunsong Wang
,
Hua Huang
,
Lei Zhang
,
Wei-Ying Ma
-- Le Jardin du Luxembourg A, B & C
Spatial-temporal causal modeling for climate change attribution
Aurelie C Lozano
,
Naoki Abe
,
Hongfei Li
,
Claudia Perlich
,
Alexandru Niculescu-Mizil
,
Yan Liu
-- Auditorium
10:55
- 11:10
Grouped Graphical Granger Modeling Methods for Temporal Causal Modeling
Aurelie C Lozano
,
Saharon Rosset
,
Naoki Abe
,
Yan Liu
-- Auditorium
10:55
- 11:20
Improving Clustering Stability with Combinatorial MRFs
Ron Bekkerman
,
Martin Scholz
,
Krishnamurthy Viswanathan
-- Miles Davis A,B & C
Predicting Bounce Rates in Sponsored Search Advertisements
D. Sculley
,
Roberto J. Bayardo
,
Robert G. Malkin
,
Sugato Basu
-- Le Jardin du Luxembourg A, B & C
TrustWalker: A Random Walk Model for Combining Trust-based and Item-based Recommendation
Mohsen Jamali
,
Martin Ester
-- Louis Armstrong & Ella Fitzgerald
11:10
- 11:25
Causality Quantification and Its Applications: Structuring and Modeling of Multivariate Time Series
Takashi Shibuya
,
Yasuo Kuniyoshi
,
Tatsuya Harada
-- Auditorium
11:20
- 11:35
A Case Study of Behavior-driven Conjoint Analysis on Yahoo! Front Page Today Module
Wei Chu
,
Seung-Taek Park
,
Todd Beaupre
,
Nitin Motgi
,
Amit Phadke
,
Seinjuti Chakraborty
,
Joe Zachariah
-- Le Jardin du Luxembourg A, B & C
11:20
- 11:45
Ranking-Based Clustering of Heterogeneous Information Networks with Star Network Schema
Yizhou Sun
,
Yintao Yu
,
Jiawei Han
-- Miles Davis A,B & C
Regression-based Latent Factor Models
Bee-Chung Chen
,
Deepak Agarwal
-- Louis Armstrong & Ella Fitzgerald
11:25
- 11:50
Issues in Evaluation of Stream Learning Algorithms
Joao Gama
,
Pedro P. Rodrigues
,
Raquel Sebastiao
-- Auditorium
11:45
- 12:00
Catching the Drift: Learning Broad Matches from Clickthrough Data
Sonal Gupta
,
Matthew Richardson
,
Mikhail (Misha) Bilenko
-- Le Jardin du Luxembourg A, B & C
Co-Clustering on Manifolds
Quanquan Gu
,
Jie Zhou
-- Miles Davis A,B & C
Learning Optimal Ranking with Tensor Factorization for Tag Recommendation
Steffen Rendle
,
Lars Schmidt-Thieme
,
Leandro Balby Marinho
,
Alexandros Nanopoulos
-- Louis Armstrong & Ella Fitzgerald
11:50
- 12:15
New ensemble methods for evolving data streams
Albert Bifet
,
Geoff Holmes
,
Bernhard Pfahringer
,
Richard Kirkby
,
Ricard Gavalda
-- Auditorium
12:00
- 12:15
Fast Approximate Spectral Clustering
Donghui Yan
,
Ling Huang Intel
,
Michael I. Jordan
-- Miles Davis A,B & C
PSkip: Estimating relevance ranking quality from web search clickthrough data
Kuansan Wang
,
Zijian Zheng
,
Toby Walker
-- Le Jardin du Luxembourg A, B & C
TANGENT: A Novel, 'Surprise-me' Recommendation Algorithm
Kensuke Onuma
,
Hanghang Tong
,
Christos Faloutsos
-- Louis Armstrong & Ella Fitzgerald
12:15
- 12:30
A Principled and Flexible Framework for Finding Alternative Clusterings
ZiJie Qi
,
Ian Davidson
-- Miles Davis A,B & C
Mind the Gaps: Weighting the Unknown in Large-Scale One-Class Collaborative Filtering
Rong Pan
,
Martin Scholz
-- Louis Armstrong & Ella Fitzgerald
Modeling and Predicting User Behavior in Sponsored Search
Josh Attenberg
,
Sandeep Pandey
,
Torsten Suel
-- Le Jardin du Luxembourg A, B & C
Toward Autonomic Grids: Analyzing the Job Flow with Affinity Streaming
Xiangliang ZHANG
,
Michèle Sebag
,
Cyril Furtlehner
,
Julien Perez
,
Cecile Germain-Renaud
-- Auditorium
12:30
- 14:00
Lunch
-- Foyer Rives de Seine
14:00
- 14:00
S08: Session Chair
Ricardo Baeza-Yates
14:00
- 14:25
Analyzing Patterns of User Content Generation in Online Social Networks
Lei Guo
,
Xiaodong Zhang
,
Enhua Tan
,
Songqing Chen
,
Yihong (Eric) Zhao
-- Louis Armstrong & Ella Fitzgerald
Feature Shaping for Linear SVM Classifiers
George Forman
,
Shyamsundar Rajaram
,
Martin Scholz
-- Miles Davis A,B & C
Genre-based Decomposition of Email Class Noise
Aleksander Kolcz Microsoft
,
Gordon Cormack
-- Auditorium
14:00
- 14:50
Invited Talk - Mining Web Logs: Applications and Challenges
Ravi Kumar
-- Le Jardin du Luxembourg A, B & C
14:25
- 14:40
Efficient Anomaly Monitoring Over Moving Object Trajectory Streams
Yingyi Bu
,
Lei Chen
,
Ada Wai-Chee Fu
,
Dawei Liu
-- Auditorium
14:25
- 14:50
Exploiting Wikipedia as External Knowledge for Document Clustering
Xiaohua Hu
,
Xiaodan Zhang
,
Caimei Lu
,
E.K. Park
,
Xiaohua Zhou
-- Louis Armstrong & Ella Fitzgerald
Primal Sparse Max-Margin Markov Networks
Jun Zhu
,
Eric P Xing
,
Bo Zhang
-- Miles Davis A,B & C
14:40
- 14:55
CoCo: Coding Cost for Parameter-free Outlier Detection
Christian Böhm
,
Katrin Haegler
,
Nikola S Müller
,
Claudia Plant
-- Auditorium
14:50
- 15:15
Collective Annotation of Wikipedia Entities in Web Text
Sayali Kulkarni
,
Soumen Chakrabarti
,
amit singh
,
Ganesh Ramakrishnan
-- Louis Armstrong & Ella Fitzgerald
Large-Scale Sparse Logistic Regression
Jun Liu
,
Jieping Ye
,
Jianhui Chen
-- Miles Davis A,B & C
OLAP on Search Logs: An Infrastructure Supporting Data-Driven Applications in Search Engines
Bin Zhou
,
Daxin Jiang
,
Jian Pei
,
Hang Li
-- Le Jardin du Luxembourg A, B & C
14:55
- 15:20
Learning with a Non-exhaustive Training Dataset: Detection of Bacteria Cultures using Optical-Scattering Technology
M. Murat Dundar
,
Bartek Rajwa
,
E. Daniel Hirleman
,
Arun K. Bhunia
,
J. Paul Robinson
-- Auditorium
15:15
- 15:30
Characterizing Individual Communication Patterns
R. Dean Malmgren
,
Jake M. Hofman
,
Luis A. N. Amaral
,
Duncan J. Watts
-- Louis Armstrong & Ella Fitzgerald
Cross Domain Distribution Adaptation via Kernel Mapping
Erheng Zhong
,
Wei Fan
,
Jing Peng
,
Kun Zhang
,
Jiangtao Ren
,
Deepak Turaga
,
Olivier Verscheure
-- Miles Davis A,B & C
Query Result Clustering for Object-level Search
Jongwuk Lee
,
Seung-won Hwang
,
Zaiqing Nie
,
Ji-Rong Wen
-- Le Jardin du Luxembourg A, B & C
15:20
- 15:35
DynaMMo: Mining and Summarization of Coevolving Sequences with Missing Values
Lei Li
,
James McCann
,
Nancy S Pollard
,
Christos Faloutsos
-- Auditorium
16:00
- 16:25
A LRT Framework for Fast Spatial Anomaly Detection
Mingxi Wu
,
Xiuyao Song
,
John Gums
-- Miles Davis A,B & C
BBM: Bayesian Browsing Model from Petabyte-scale Data
Chao Liu
,
Fan Guo
,
Christos Faloutsos
-- Le Jardin du Luxembourg A, B & C
Connections between the Lines: Augmenting Social Networks with Text
Jonathan Chang
,
David M. Blei
,
Jordan Boyd-Graber
-- Auditorium
Parallel Community Detection on Large Networks with Propinquity Dynamics
Yuzhou Zhang
,
Jianyong Wang
,
Yi Wang
,
Lizhu Zhou
-- Louis Armstrong & Ella Fitzgerald
16:25
- 16:50
Anomalous Window Discovery through Scan Statistics for Linear Intersecting Paths (SSLIP)
Lei Shi
,
Vandana P. Janeja
-- Miles Davis A,B & C
Constant-Factor Approximation Algorithms for Identifying Dynamic Communities
Chayant Tantipathananandh
,
Tanya Berger-Wolf
-- Louis Armstrong & Ella Fitzgerald
Mining Rich Session Context to Improve Web Search
Guangyu Zhu
,
Gilad Mishne
-- Le Jardin du Luxembourg A, B & C
Structured Correspondence Topic Models for Mining Captioned Figures in Biological Literature
Amr Ahmed
,
Eric P. Xing
,
William W. Cohen
,
Robert F. Murphy
-- Auditorium
16:50
- 17:05
Category Detection Using Hierarchical Mean Shift
Pavan Vatturi
,
Weng-Keen Wong
-- Miles Davis A,B & C
Large-Scale Graph Mining Using Backbone Refinement Classes
Andreas Maunz
,
Christoph Helma
,
Stefan Kramer
-- Louis Armstrong & Ella Fitzgerald
Name-Ethnicity Classification from Open Sources
Anurag Ambekar
,
Charles Ward
,
Jahangir Mohammed
,
Swapna Male
,
Steven Skiena
-- Auditorium
On Burstiness-aware Search for Document Sequences
Theodoros Lappas
,
Benjamin Arai (University of Caifornia
,
Riverside); Manolis Platakis
,
Dimitrios Kotsakos
,
Dimitrios Gunopulos
-- Le Jardin du Luxembourg A, B & C
17:05
- 17:20
Doulion: Counting triangles in massive graphs with a coin
Charalampos E. Tsourakakis
,
U Kang
,
Gary L. Miller
,
Christos Faloutsos
-- Louis Armstrong & Ella Fitzgerald
Efficient Methods for Topic Model Inference on Streaming Document Collections
Limin Yao
,
David Mimno
,
Andrew McCallum
-- Auditorium
Mining Broad Latent Query Aspects from Search Sessions
Xuanhui Wang
,
Deepayan Chakrabarti
,
Kunal Punera
-- Le Jardin du Luxembourg A, B & C
Network Anomaly Detection based on Eigen Equation Compression
Shunsuke Hirose
,
Kenji Yamanishi
,
Takayuki Nakata
,
Ryohei Fujimaki
-- Miles Davis A,B & C
17:20
- 17:35
Audience Selection for On-line Brand Advertising: Privacy-friendly Social Network Targeting
Foster Provost
,
Alan Murray
,
Brian Dalessandro
,
Rod Hook
,
Xiaohan Zhang
-- Le Jardin du Luxembourg A, B & C
BGP-lens: Patterns and Anomalies in Internet Routing Updates
B. Aditya Prakash
,
Nicholas Valler
,
David Andersen
,
Michalis Faloutsos
,
Christos Faloutsos
-- Miles Davis A,B & C
Combining Link and Content for Community Detection: A Discriminative Approach
Tianbao Yang
,
Rong Jin
,
Yun Chi
,
Shenghuo Zhu
-- Louis Armstrong & Ella Fitzgerald
Extracting Discriminative Concepts for Domain Adaptation in Text Mining
Bo Chen
,
Wai Lam
,
Ivor Tsang
,
Tak-Lam Wong
-- Auditorium
17:30
- 18:00
The Europe Media Monitor family of news analysis applications
Mijail Kabadjov
-- Auditorium
18:00
- 18:30
Organizational Traits leading to High ROI for Data Mining
Antonia de Medinaceli
-- Auditorium
18:30
- 19:00
Improving Online Marketing Performance through Data Mining and Optimization
Robert Cooley
-- Auditorium
19:30
- 22:00
Poster Session #1
-- Hôtel de Ville
Tuesday, 30 June 2009
09:00
- 09:05
Plenary Keynote #2 - Session Chair
Mohammed Zaki
09:00
- 10:00
Network Science: An Introduction to Recent Statistical Approaches
Stanley Wasserman
-- La Seine
10:30
- 10:55
Applying Syntactic Similarity Algorithms for Enterprise Information Management
Ludmila Cherkasova
,
Alistair Veitch
,
Kave Eshghi
,
Charles B. Morrey
,
Joseph Tucek
-- Le Jardin du Luxembourg A, B & C
Classification of Software Behaviors for Failure Detection: A Discriminative Pattern Mining Approach
David Lo
,
Chengnian SUN
,
Hong Cheng
,
Jiawei Han
,
Siau-Cheng Khoo
-- Miles Davis A,B & C
Collusion-Resistant Anonymous Data Collection Method
Mafruz Zaman Ashrafi
,
See Kiong Ng
-- Auditorium
Tell Me Something I Don't Know: Randomization Strategies for Iterative Data Mining
Sami Hanhijärvi
,
Markus Ojala
,
Niko Vuokko
,
Kai Puolamäki
,
Nikolaj Tatti
,
Heikki Mannila
-- Louis Armstrong & Ella Fitzgerald
10:55
- 11:10
Clustering Event Logs Using Iterative Partitioning
Adetokunbo A.O. Makanju
,
Nur A Zincir-Heywood
,
Evangelos E Milios
-- Le Jardin du Luxembourg A, B & C
Differentially Private Recommender Systems: Building Privacy into the Netflix Prize Contenders
Frank McSherry
,
Ilya Mironov
-- Auditorium
10:55
- 11:20
Constrained Optimization for Validation-Guided Conditional Random Field Learning
Minmin Chen
,
Yixin Chen
,
Michael R. Brent
,
Aaron E. Tenney
-- Foyer Rives de Seine - Pont des Arts A & B
Mining Discrete Patterns via Binary Matrix Factorization
Bao-Hong Shen
,
Shuiwang Ji
,
Jieping Ye
-- Miles Davis A,B & C
11:10
- 11:25
On the Tradeoff Between Privacy and Utility in Data Publishing
Tiancheng Li
,
Ninghui Li
-- Auditorium
11:10
- 11:35
Address Standardization with Latent Semantic Association
Honglei Guo
,
Huijia Zhu
,
Zhili Guo
,
Xiaoxun Zhang
,
Zhong Su
-- Le Jardin du Luxembourg A, B & C
11:20
- 11:35
An Association Analysis Approach to Biclustering
Gaurav Pandey
,
Michael Steinbach
,
Chad L. Myers
,
Vipin Kumar
-- Miles Davis A,B & C
Scalable Pseudo-Likelihood Estimation in Hybrid Random Fields
Antonino Freno
,
Marco Gori
,
Edmondo Trentin
-- Louis Armstrong & Ella Fitzgerald
11:25
- 11:50
The Offset Tree for Learning with Partial Labels
Alina Beygelzimer
,
John Langford
-- Auditorium
11:35
- 11:50
Heterogeneous Source Consensus Learning via Decision Propagation and Negotiation
Jing Gao
,
Wei Fan
,
Yizhou Sun
,
Jiawei Han
-- Louis Armstrong & Ella Fitzgerald
Learning, Indexing, and Diagnosing Network Faults
Ting Wang
,
Mudhakar Srivatsa
,
Dakshi Agrawal
,
Ling Liu
-- Miles Davis A,B & C
Migration Motif: A Spatial-Temporal Pattern Mining Approach for Financial Markets
Xiaoxi Du
,
John H Thornton
,
Ruoming Jin
,
Liang Ding
,
Victor E Lee
-- Le Jardin du Luxembourg A, B & C
11:50
- 12:05
Consensus Group Stable Feature Selection
Steven Loscalzo
,
Lei Yu
,
Chris Ding
-- Louis Armstrong & Ella Fitzgerald
Grocery Shopping Recommendations Based on Basket-Sensitive Random Walk
Ming Li
,
Benjamin M Dias
,
Ian Jarman
,
Wael El-Deredy
,
Paulo J. G. Lisboa
-- Le Jardin du Luxembourg A, B & C
Information Theoretic Regularization for Semi-Supervised Boosting
Lei Zheng
,
Shaojun Wang
,
Yan Liu
,
Chi-Hoon Lee
-- Auditorium
WhereNext: a Location Predictor on Trajectory Pattern Mining
Anna Monreale
,
Fabio Pinelli
,
Roberto Trasarti
,
Fosca Giannotti
-- Miles Davis A,B & C
12:00
- 14:00
Lunch and SIGKDD business meeting
Gregory Piatetsky-Shapiro
14:00
- 14:25
Improving Data Mining Utility with Projective Sampling
Mark Last
-- Miles Davis A,B & C
Mining for the Most Certain Predictions from Dyadic Data
Meghana Deodhar
,
Joydeep Ghosh
-- Le Jardin du Luxembourg A, B & C
On Compressing Social Networks
Flavio Chierichetti
,
Prabhakar Raghavan
,
Ravi Kumar (Yahoo! Research); Silvio Lattanzi
,
Michael Mitzenmacher
,
Alessandro Panconesi
-- Louis Armstrong & Ella Fitzgerald
14:00
- 14:50
Invited Talk - Data Mining at NASA: from Theory to Applications
Ashok N. Srivastava
-- Auditorium
14:25
- 14:40
Efficient Influence Maximization in Social Networks
Siyu Yang
,
Wei Chen
,
Yajun Wang
-- Louis Armstrong & Ella Fitzgerald
14:25
- 14:50
Effective Multi-Label Active Learning for Text Classification
Bishan Yang
,
Jian-Tao Sun
,
Tengjiao Wang
,
Zheng Chen
-- Miles Davis A,B & C
Exploring Social Tagging Graph for Web Object Classification
Zhijun Yin
,
Rui Li
,
Qiaozhu Mei
,
Jiawei Han
-- Le Jardin du Luxembourg A, B & C
14:40
- 14:55
Social Influence Analysis in Large-scale Networks
Jie Tang
,
Jimeng Sun
,
Chi Wang
,
Zi Yang
-- Louis Armstrong & Ella Fitzgerald
14:50
- 15:05
Seven Pitfalls to Avoid when Running Controlled Experiments on the Web
Thomas Crook
,
Ron Kohavi
,
Roger Longbotham
,
Brian Frasca
-- Auditorium
14:50
- 15:15
Large-Scale Behavioral Targeting
Ye Chen
,
John F. Canny
,
Dmitry Pavlov
-- Le Jardin du Luxembourg A, B & C
Regret-based Online Ranking for a Growing Digital Library
Erick Delage
-- Miles Davis A,B & C
14:55
- 15:10
Finding a Team of Experts in Social Networks
Theodoros Lappas
,
Kun Liu
,
Evimaria Terzi
-- Louis Armstrong & Ella Fitzgerald
15:05
- 15:20
Pervasive Parallelism in Data Mining: Dataflow solution to Co-clustering Large and Sparse Netflix Data
Srivatsava Daruru
,
Nena M Marin
,
Matt Walker
,
Joydeep Ghosh
-- Auditorium
15:10
- 15:25
Mining Social Networks for Personalized Email Prioritization
Shinjae Yoo
,
Yiming Yang
,
Frank Lin
,
Il-Chul Moon
-- Louis Armstrong & Ella Fitzgerald
15:15
- 15:30
Efficiently Learning the Accuracy of Labeling Sources for Selective Sampling
Pinar Donmez
,
Jaime G. Carbonell
,
Jeff Schneider
-- Miles Davis A,B & C
User Grouping Behavior in Online Forums
Xiaolin Shi
,
Jun Zhu
,
Rui Cai
,
Lei Zhang
-- Le Jardin du Luxembourg A, B & C
15:20
- 15:35
Improving Classification Accuracy Using Automatically Extracted Training Data
Ariel Fuxman
,
Anitha Kannan
,
Andrew B Goldberg
,
Rakesh Agrawal
,
Panayiotis Tsaparas
,
John Shafer
-- Auditorium
16:00
- 16:25
A Multi-Relational Approach to Spatial Classification
Richard Frank
,
Martin Ester
,
Arno Knobbe
-- Miles Davis A,B & C
Co-evolution of Social and Affiliation Networks
Elena Zheleva
,
Lise Getoor
,
Hossam Sharara
-- Louis Armstrong & Ella Fitzgerald
SNARE: A Link Analytic System for Graph Labeling and Risk Detection
Mary McGlohon
,
Stephen Bay
,
Christos Faloutsos
-- Auditorium
Sustainable Operation and Management of Data Center Chillers using Temporal Data Mining
Debprakash Patnaik
,
Naren Ramakrishnan
,
Manish Marwah
,
Ratnesh Sharma
-- Le Jardin du Luxembourg A, B & C
16:25
- 16:40
Relational Learning via Latent Social Dimensions
Lei Tang
,
Huan Liu
-- Miles Davis A,B & C
16:25
- 16:50
Intelligent File Scoring System for Malware Detection from the Gray List
Yanfang Ye
,
Tao Li
-- Auditorium
Learning Patterns in the Dynamics of Biological Networks
Chang hun You
,
Lawrence B Holder
,
Diane J Cook
-- Louis Armstrong & Ella Fitzgerald
Time Series Shapelets: A New Primitive for Data Mining
Lexiang Ye
,
Eamonn Keogh
-- Le Jardin du Luxembourg A, B & C
16:40
- 16:55
Characteristic Relational Patterns
Arne Koopman
,
Arno Siebes
-- Miles Davis A,B & C
16:50
- 17:05
Detection of Unique Temporal Segments by Information Theoretic Meta-clustering
Shin Ando
,
Einoshin Suzuki
-- Le Jardin du Luxembourg A, B & C
16:50
- 17:15
Anonymizing Healthcare Data: A Case Study on the Blood Transfusion Service
Noman Mohammed
,
Benjamin C. M. Fung
,
Patrick C. K. Hung
,
Cheuk-kwong Lee
-- Auditorium
Meme-tracking and the dynamics of the news cycle
Jure Leskovec
,
Lars Backstrom
,
Jon Kleinberg
-- Louis Armstrong & Ella Fitzgerald
16:55
- 17:10
MetaFac: Community Discovery via Relational Hypergraph Factorization
Yu-Ru Lin
,
Aisling Kelliher
,
Jimeng Sun
,
Paul Castro
,
Ravi Konuru
,
Hari Sundaram
-- Miles Davis A,B & C
17:05
- 17:20
Temporal mining for interactive workflow data analysis
Michele Berlingerio
,
Fabio Pinelli
,
Mirco Nanni
,
Fosca Giannotti
-- Le Jardin du Luxembourg A, B & C
17:10
- 17:25
Using Graph-based Metrics with Empirical Risk Minimization to Speed Up Active Learning on Networked Data
Sofus A Macskassy
-- Miles Davis A,B & C
17:15
- 17:30
Beyond Blacklists: Learning to Detect Malicious Web Sites from Suspicious URLs
Justin Ma
,
Lawrence K. Saul
,
Stefan Savage
,
Geoffrey M. Voelker
-- Auditorium
Measuring the Effects of Preprocessing Decisions and Network Forces in Dynamic Network Analysis
Jerry Scripps
,
Pang-Ning Tan
,
Abdol-Hossein Esfahanian
-- Louis Armstrong & Ella Fitzgerald
17:20
- 17:35
Learning Dynamic Temporal Graphs for Oil-production Equipment Monitoring System
Yan Liu
,
Jayant R Kalagnanam
,
Oivind Johnsen
-- Le Jardin du Luxembourg A, B & C
17:30
- 18:00
People aren't always doing what they are saying. Perception versus Reality.
Alain Glickman
-- Auditorium
17:30
- 18:15
KDD Transfer Meeting (SIGKDD organizers only)
17:30
- 19:00
Panel: Open Standards and Cloud Computing
Robert Grossman
,
Wayne Thompson
,
Michael Zeller
,
Rick Pechter
,
Mike Hoskins
,
Erik Marcade
-- room tbd
18:00
- 18:30
The Telecom Revolution: Where does KDD go from here?
Alejandro Jaimes Larrarte
-- Auditorium
18:30
- 19:00
Social network analysis for telco operators.
Edouard Servan Schreiber
-- Auditorium
19:30
- 22:00
Demo D01
- Exploratory Recommender Systems for Sales and Marketing
Michail Vlachos
,
Abdel Labbi
-- room tbd
Demo D02
- Open Mobile Miner: A Toolkit for Mobile Data Stream Mining
Shonali Krishnaswamy
,
Mohamed Medhat Gaber
,
Marian Harbach
,
Christian Hugues
,
Abhijat Sinha
,
Brett Gillick
,
Pari Delir Haghighi
,
Arkady Zaslavsky
-- room tbd
Demo D03
- OSD: An Online Web Spam Detection System
Bin Zhou
,
Jian Pei
-- room tbd
Demo D04
- Visalix: A Web Application for Visual Data Analysis and Clustering
Loic Lecerf
,
Boris Chidlovskii
-- room tbd
Demo D05
- A Flexible Topic-driven Framework for News Exploration
Juanzi Li
,
Jun Li
,
Jie Tang
-- room tbd
Demo D06
- Model Monitor: Tracking Model Performance in the Real World
Troy Raeder
,
Nitesh V. Chawla
-- room tbd
Demo D07
- SHIFTR: A Fast and Scalable System for Ad Hoc Sensemaking of Large Graphs
Duen Horng Chau
,
Aniket Kittur
,
Hanghang Tong
,
Christos Faloutsos
,
Jason I. Hong
-- room tbd
Demo D08
- Curating and Searching the Annotated Web
amit singh
,
Sayali Kulkarni
,
Somnath Banerjee
,
Ganesh Ramakrishnan
,
Soumen Chakrabarti
-- room tbd
Demo D09
- Expert2Bólè: From Expert Finding to Bólè Search
Zi Yang
,
Jie Tang
,
Bo Wang
,
Jingyi Guo
,
Juanzi Li
-- room tbd
Demo D10
- Spam Miner: A Platform for Detecting and Characterizing Spam Campaigns
Pedro H. Calais Guerra
,
Douglas E. V. Pires
,
Dorgival Guedes
,
Wagner Meira Jr.
,
Cristine Hoepers
,
Klaus Steding-Jessen
-- room tbd
Poster Session #2
Wednesday, 1 July 2009
09:00
- 09:05
Plenary Keynote #3 - Session Chair
Gregory Piatetsky-Shapiro
09:00
- 10:00
Randomization Methods in Data Mining
Heikki Mannila
-- La Seine
10:30
- 10:55
Mining Brain Region Connectivity for Alzheimer's Disease Study via Sparse Inverse Covariance Estimation
Liang Sun
,
Jieping Ye
,
Rinkal Patel
,
Jun Liu
,
Kewei Chen
,
Teresa Wu
,
Jing Li
,
Eric Reiman
-- La Seine C
Optimizing Web Traffic via the Media Scheduling Problem
Lars Backstrom
,
Ravi Kumar
,
Jon Kleinberg
-- Miles Davis A,B & C
Probabilistic Frequent Itemset Mining in Uncertain Databases
Thomas Bernecker
,
Andreas Zuefle
,
Hans-Peter Kriegel
,
Matthias Renz
,
Florian Verhein
-- Auditorium
Towards a Universal Marketplace over the Web: Statistical Multi-label Classification of Service Provider Forms with Simulated Annealing
Kivanc Ozonat
,
Donald Young
-- Louis Armstrong A,B,C+D
10:55
- 11:20
Cartesian Contour: A Concise Representation for a Collection of Frequent Sets
Ruoming Jin
,
Yang Xiang
,
Lin Liu
-- Auditorium
Multi-focal Learning and Its Application to Customer Service Support
Yong Ge
,
hui xiong
,
Wenjun Zhou
,
Ramendra Sahoo
,
Xiaofeng Gao
,
Weili Wu
-- La Seine C
Sentiment Analysis of Blogs by Combining Lexical Knowledge with Text Classification
Prem Melville
,
Wojciech Gryc
,
Richard D Lawrence
-- Louis Armstrong A,B,C+D
Turning Down the Noise in the Blogosphere
Khalid El-Arini
,
Gaurav Veda
,
Dafna Shahaf
,
Carlos Guestrin
-- Miles Davis A,B & C
11:20
- 11:35
Entity Discovery and Assignment for Opinion Mining Applications
Xiaowen Ding
,
Bing Liu
,
Lei Zhang
-- Louis Armstrong A,B,C+D
Scalable Graph Clustering Using Stochastic Flows: Applications to Community Discovery
Venu Satuluri
,
srinivasan parthasarathy
-- Miles Davis A,B & C
11:20
- 11:45
Augmenting the Generalized Hough Transform to Enable the Mining of Petroglyphs
Qiang Zhu
,
Xiaoyue Wang
,
Eamonn Keogh
,
Sang-Hee Lee
-- La Seine C
CP-Summary: A Concise Representation for Browsing Frequent Itemsets
Ardian Kristanto Poernomo
,
Vivekanand Gopalkrishnan
-- Auditorium
11:35
- 11:50
Large Human Communication Networks: Patterns and a Utility-Driven Generator
Nan Du
,
Christos Faloutsos
,
Bai Wang
,
Leman Akoglu
-- Miles Davis A,B & C
OpinionMiner: A Novel Machine Learning System for Web Opinion Mining and Extraction
Wei Jin
,
Hung Hay Ho
,
Rohini K Srihari
-- Louis Armstrong A,B,C+D
11:45
- 12:00
COA: Finding Novel Patents through Text Analysis
Mohammad Al Hasan
,
W. Scott Spangler IBM
,
Thomas Griffin IBM
,
Alfredo Alba
-- La Seine C
Frequent Pattern Mining with Uncertain Data
Charu C. Aggarwal
,
Yan Li
,
Jianyong Wang
,
Jing Wang
-- Auditorium
11:50
- 12:05
A Viewpoint-based Approach for Interaction Graph Analysis
Sitaram Asur
,
srinivasan parthasarathy
-- Miles Davis A,B & C
Towards Combining Web Classification and Web Information Extraction: A Case Study
Ping Luo
,
Fen Lin
,
Yuhong Xiong
,
Yong Zhao
,
Zhongzhi Shi
-- Louis Armstrong A,B,C+D
12:00
- 12:15
Drosophila Gene Expression Pattern Annotation Using Sparse Features and Term-term Interactions
Shuiwang Ji
,
Lei Yuan
,
Ying-Xin Li
,
Zhi-Hua Zhou
,
Sudhir Kumar
,
Jieping Ye
-- La Seine C
Towards Efficient Mining of Proportional Fault-Tolerant Frequent Itemsets
Ardian Kristanto Poernomo
,
Vivekanand Gopalkrishnan
-- Auditorium
12:05
- 12:20
A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs
Hongbo Deng
,
Michael R. Lyu
,
Irwin King
-- Miles Davis A,B & C
Can We Learn a Template-Independent Wrapper for News Article Extraction from a Single Training Site?
Junfeng Wang
,
Chun Chen
,
Can Wang
,
Jian Pei
,
Jiajun Bu
,
Ziyu Guan
,
Wei Vivian Zhang
-- Louis Armstrong A,B,C+D
12:15
- 12:30
Correlated Itemset Mining in ROC Space: A Constraint Programming Approach
Siegfried Nijssen
,
Tias Guns
,
Luc De Raedt
-- Auditorium
Enabling Analysts in Managed Services for CRM Analytics
Indrajit Bhattacharya
,
Shantanu Godbole
,
Ajay Gupta
,
Ashish Verma
,
Jeff Achtermann
,
Kevin English
-- La Seine C
12:20
- 12:35
Named Entity Mining from Click-Through Data Using Weakly Supervised Latent Dirichlet Allocation
Gu Xu Shuang-Hong Yang
,
Shuang-Hong Yang
,
Hang Li
-- Louis Armstrong A,B,C+D
12:30
- 12:45
Quantification and Semi-supervised Classification Methods for Handling Changes in Class Distribution
Jack Chongjie Xue
,
Gary M. Weiss
-- La Seine C