|
Tentative Program (pdf version)
ICDM 2010 Conference Program at-a-glance
Workshop, Contest, Colloquium Program at-a-glance
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Tuesday December 14, 2010
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08:30-12:20 Including Tea/Coffee Break (10:00-10:20) [Lobby, Block D, Building 5, Haymarket Campus, UTS]
|
|
OEDM10 [B112]
|
BioDM10 [B113]
|
SSTDM10 [B102]
|
DMAGI10 [C119]
|
|
Optimization based Methods for Emerging Data Mining Problems
Chairs: Chris Ding, Tao Li, Fei Wang
|
Biological Data Mining and its Applications in Healthcare
Chairs: Xiaoli Li, See-Kiong Ng
|
Spatial and Spatio-temporal Data Mining
Chairs: Shashi Shekhar, Peggy Agouris, Raju Vatsavai, Sanjay Chawla, Matt Duckh
|
Applications of Data Mining and Modeling in Government and Industry
Chairs: Graham Williams, Wei Lin, Warwick Graco, Peter O'Hanlon
|
|
DDDM10 [C121]
|
MMIS10 [C240]
|
CLIMKD10 [C241]
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LACIS10 [C242]
|
|
Domain Driven Data Mining
Chairs: Philip Yu, Graham Williams, Ling Chen, Huaifeng Zhang, Gabor Melli
|
Mining Multiple Information Sources
Chairs: Ruoming Jin, Xingquan Zhu, Haixun Wang, Zoran Obradovic
|
Knowledge Discovery from Climate DataLPrediction, Extremes, and Impacts
Chairs: Nitesh V. Chawla, Vipin Kumar, Karsten Steinhaeuser, Auroop R. Ganguly, Mechael Steinbach
|
Large-scale Analytics for Complex Instrumented Systems
Chairs: Wray Buntime, Chid Apte, Yan Liu, Jimeng Sun, and Jie Tang
|
|
DMS10 [C243]
|
SIASP10 [C244]
|
PADM10 [C245]
|
TFDOM10 [C246]
|
|
Data Mining for Service
Chairs: Katsutoshi Yada, Yukio Ohsawa, Russ Winer
|
Social Interactions Analysis and Services Providers
Chair: Hakim Hacid, Cecile Favre, Tetsuya Yoshida
|
Privacy Aspects of Data Mining
Chairs: Aris Gkoulalas-Divanis, Kun Liu, Vassilios S. Verykios, Ran Wolff
|
Topic Feature Discovery and Opinion Mining
Chairs: Yuefeng Li, Ning Zhong, Raymond Lau
|
|
IWCD10 [C247]
|
VAKD10 [C254]
|
DSKDBI Colloquium [C120]
|
|
|
Chance Discovery
Chairs: Akinori Abe, Yukio Ohsawa
|
Visual Analytics and Knowledge Discovery
Chairs: Simeon Simoff, Pak Chung Wong, Mike Sips, Arturas Mazeika
|
Data Science, Knowledge Discovery and Business Intelligence
|
|
|
12:20-13:30 Lunch Marigold Restaurant, Level 5, 683-689 George Street, Sydney
|
|
13:30-17:40 Including Tea/Coffee Break (15:30-16:00)
[Lobby, Block D, Building 5, Haymarket Campus, UTS]
|
|
OEDM10 [B112]
|
BioDM10 [B113]
|
SSTDM10 [B102]
|
DMAGI10 [C119]
|
|
Optimization based Techniques for Emerging Data Mining Problems
Chairs: Chris Ding, Tao Li, Fei Wang
|
Biological Data Mining and its Applications in Healthcare
Chairs: Xiaoli Li, See-Kiong Ng
|
Spatial and Spatio-temporal Data Mining
Chairs: Shashi Shekhar, Peggy Agouris, Raju Vatsavai, Sanjay Chawla, Matt Duckh
|
Applications of Data Mining and Modeling in Government and Industry
Chairs: Graham Williams, Wei Lin, Warwick Graco, Peter O'Hanlon
|
|
DDDM10 [C121]
|
MMIS10 [C240]
|
KDCloud10 [C241]
|
SADM10 [C242]
|
|
Domain Driven Data Mining
Chairs: Philip Yu, Graham Williams, Ling Chen, Huaifeng Zhang, Gabor Melli
|
Mining Multiple Information Sources
Chairs: Ruoming Jin, Xingquan Zhu, Haixun Wang, Zoran Obradovic
|
Knowledge Discovery Using Cloud and Distributed Computing Platforms
Chairs: Ranga Raju Vatsavai
|
Semantic Aspects in Data Mining
Chairs: Hui Xiong, Vania Bogorny Chiara Renso
|
|
RIKD10 [C243]
|
SIASP10 [C244]
|
PADM10 [C245]
|
TFDOM10 [C246]
|
|
Reliability Issues in Knowledge Discovery
Chairs: Honghua Dai, James Liu, Evgueni Smirnov
|
Social Interactions Analysis and Services Providers
Chairs: Hakim Hacid, Cecile Favre, Tetsuya Yoshida
|
Privacy Aspects of Data Mining
Chairs: Aris Gkoulalas-Divanis, Kun Liu, Vassilios S. Verykios, Ran Wolff
|
Topic Feature Discovery and Opinion Mining
Chairs: Yuefeng Li, Ning Zhong, Raymond Lau
|
|
IWCD10 [C247]
|
VAKD10 [C254]
|
DSKDBI Colloquium [C120]
|
Contest [C256]
|
|
Chance Discovery
Chairs: Akinori Abe, Yukio Ohsawa
|
Visual Analytics and Knowledge Discovery
Chairs: Simeon Simoff, Pak Chung Wong, Mike Sips, Arturas Mazeika
|
Data Science, Knowledge Discovery and Business Intelligence
|
ICDM'10 Data Mining Contest
Chairs: Demetris Zeinalipour
|
|
18:15 -19:15 Business Analytics Forum [B102]
|
|
Tuesday December 14, 2010
|
|
08:30-12:20 Including Tea/Coffee Break (10:00-10:20) [Lobby, Block C, Building 5, Haymarket Campus, UTS]
|
|
OEDM10 [B112]
|
BioDM10 [B113]
|
SSTDM10 [B102]
|
DMAGI10 [C119]
|
|
Optimization based Methods for Emerging Data Mining Problems
Chairs: Chris Ding, Tao Li, Fei Wang
|
Biological Data Mining and its Applications in Healthcare
Chairs: Xiao-li Li, See-Kiong Ng
|
Spatial and Spatio-temporal Data Mining
Chairs: Shashi Shekhar, Peggy Agouris, Raju Vatsavai, Sanjay Chawla, Matt Duckh
|
Applications of Data Mining and Modeling in Government and Industry
Chairs: Graham Williams, Wei Lin, Warwick Graco, Peter O'Hanlon
|
|
DDDM10 [C121]
|
MMIS10 [C240]
|
CLIMKD10 [C241]
|
LACIS10 [C242]
|
|
Domain Driven Data Mining
Chairs: Philip Yu, Graham Williams, Ling Chen, Huaifeng Zhang, Gabor Melli
|
Mining Multiple Information Sources
Chairs: Ruoming Jin, Xingquan Zhu, Haixun Wang, Zoran Obradovic
|
Knowledge Discovery from Climate DataLPrediction, Extremes, and Impacts
Chairs: Nitesh V. Chawla, Vipin Kumar, Karsten Steinhaeuser, Auroop R. Ganguly, Mechael Steinbach
|
Large-scale Analytics for Complex Instrumented Systems
Chairs: Wray Buntime, Chid Apte, Yan Liu, Jimeng Sun, and Jie Tang
|
|
DMS10 [C243]
|
SIASP10 [C244]
|
PADM10 [C245]
|
TFDOM10 [C246]
|
|
Data Mining for Service
Chairs: Katsutoshi Yada, Yukio Ohsawa, Russ Winer
|
Social Interactions Analysis and Services Providers
Chair: Hakim Hacid, Cecile Favre, Tetsuya Yoshida
|
Privacy Aspects of Data Mining
Chairs: Aris Gkoulalas-Divanis, Kun Liu, Vassilios S. Verykios, Ran Wolff
|
Topic Feature Discovery and Opinion Mining
Chairs: Yuefeng Li, Ning Zhong, Raymond Lau
|
|
IWCD10 [C247]
|
VAKD10 [C254]
|
DSKDBI Colloquium [C120]
|
|
|
Chance Discovery
Chairs: Akinori Abe, Yukio Ohsawa
|
Visual Analytics and Knowledge Discovery
Chairs: Simeon Simoff, Pak Chung Wong, Mike Sips, Arturas Mazeika
|
Data Science, Knowledge Discovery and Business Intelligence
|
|
|
12:20-13:30 Lunch Marigold Restaurant, Level 5, 683-689 George Street, Sydney
|
|
13:30-17:40 Including Tea/Coffee Break (15:30-16:00) [Lobby, Block C, Building 5, Haymarket Campus, UTS]
|
|
OEDM10 [B112]
|
BioDM10 [B113]
|
SSTDM10 [B102]
|
DMAGI10 [C119]
|
|
Optimization based Techniques for Emerging Data Mining Problems
Chairs: Chris Ding, Tao Li, Fei Wang
|
Biological Data Mining and its Applications in Healthcare
Chairs: Xiao-li Li, See-Kiong Ng
|
Spatial and Spatio-temporal Data Mining
Chairs: Shashi Shekhar, Peggy Agouris, Raju Vatsavai, Sanjay Chawla, Matt Duckh
|
Applications of Data Mining and Modeling in Government and Industry
Chairs: Graham Williams, Wei Lin, Warwick Graco, Peter O'Hanlon
|
|
DDDM10 [C121]
|
MMIS10 [C240]
|
KDCloud10 [C241]
|
SADM10 [C242]
|
|
Domain Driven Data Mining
Chairs: Philip Yu, Graham Williams, Ling Chen, Huaifeng Zhang, Gabor Melli
|
Mining Multiple Information Sources
Chairs: Ruoming Jin, Xingquan Zhu, Haixun Wang, Zoran Obradovic
|
Knowledge Discovery Using Cloud and Distributed Computing Platforms
Chairs: Ranga Raju Vatsavai
|
Semantic Aspects in Data Mining
Chairs: Hui Xiong, Vania Bogorny Chiara Renso
|
|
RIKD10 [C243]
|
SIASP10 [C244]
|
PADM10 [C245]
|
TFDOM10 [C246]
|
|
Reliability Issues in Knowledge Discovery
Chairs: Honghua Dai, James Liu, Evgueni Smirnov
|
Social Interactions Analysis and Services Providers
Chairs: Hakim Hacid, Cecile Favre, Tetsuya Yoshida
|
Privacy Aspects of Data Mining
Chairs: Aris Gkoulalas-Divanis, Kun Liu, Vassilios S. Verykios, Ran Wolff
|
Topic Feature Discovery and Opinion Mining
Chairs: Yuefeng Li, Ning Zhong, Raymond Lau
|
|
IWCD10 [C247]
|
VAKD10 [C254]
|
DSKDBI Colloquium [C120]
|
Contest [C256]
|
|
Chance Discovery
Chairs: Akinori Abe, Yukio Ohsawa
|
Visual Analytics and Knowledge Discovery
Chairs: Simeon Simoff, Pak Chung Wong, Mike Sips, Arturas Mazeika
|
Data Science, Knowledge Discovery and Business Intelligence
|
ICDM'10 Data Mining Contest
Chairs: Demetris Zeinalipour
|
|
18:15 -19:15 Business Analytics Forum [B102]
|
Program at-a-glance
|
Wednesday
December 15, 2010
|
08:30-09:00 Conference Opening by Prof. Attila Brungs from UTS DVCR [B111]
|
|
09.00-10.00 KEYNOTE [B111] Chair: Geoff Webb
Mining Billion-node Graphs: Patterns, Generators and Tools by Christos Faloutsos
|
|
10:00-10:20 Tea/Coffee Break [Lobby, Block B, Building 5, Haymarket Campus, UTS]
|
|
10:20
-
12:20
|
Session 1A
[B111]
Clustering
Chair: Chris Ding
|
Session 1B
[B112]
Co-learning, semi- supervised learning, active learning, instance- based learning & evaluation
Chair: Jimeng Sun
|
Session 1C
[B102]
Applications
Chair: Shusaku Tsumoto
|
Tutorial 1
[C119]
Spatial and Spatio-temporal Data Mining
|
DSKDBI Colloquium
[C120]
Data Science, Knowledge Discovery and Business Intelligence
|
|
12:20-13:30 Lunch [Marigold Restaurant, Level 5, 683-689 George Street, Sydney]
|
|
13:30
-
15:30
|
Session 2A
[B111]
Clustering
Chair: Kai Ming Ting
|
Session 2B
[B112]
SVM, kernel, vector & matrix techniques
Chair: Hisashi Kashima
|
Session 2C
[B102]
Privacy preserving data mining, ensemble learning & regression
Chair: Aris Gkoulalas-Divanis
|
ICDM Contest Overview
[C119]
Chair: Marcin Wojnarski
Note: Start at 14:00
|
DSKDBI Colloquium
[C120]
Data Science, Knowledge Discovery and Business Intelligence
|
|
15:30-16:00 Tea/Coffee Break [Lobby, Block B, Building 5, Haymarket Campus, UTS]
|
|
16:00
-
18:00
|
Session 3A
[B111]
Sequence mining and clustering
Chair: Ke Wang
|
Session 3B
[B112]
Social networks, social media and probabilistic techniques
Chair: Jie Tang
|
Session 3C
[B102]
Stream mining, multimodal data and inference in factorial spaces
Chair: Jeffrey Yu
|
Tutorial 2
[C119]
Discovering Multiple Clustering Solutions: Grouping Objects in Different Views of the Data
|
DSKDBI Colloquium
[C120]
Data Science, Knowledge Discovery and Business Intelligence
|
|
18:00 – 18:30 ICDM 10 Year Impact Award Address [B111] Chair: Wei Wang
|
|
18:30-20:30 Reception [Lobby, Block C, Building 5, Haymarket Campus, UTS]
|
|
Thursday
December 16, 2010
|
09:00-10:00
KEYNOTE
[B111] Chair:
Chengqi
Zhang
10 Years of Data Mining Research: Retrospect and Prospect By Xindong Wu
|
|
10:00-10:20 Tea/Coffee Break [Lobby, Block B, Building 5, Haymarket Campus, UTS]
|
|
10:20
-
12:20
|
Session 4A
[B111]
Clustering
Chair: George Karypis
|
Session 4B
[B112]
Association discovery & uplift modeling
Chair: Laitfur Khan
|
Session 4C
[B102]
Classification
Chair: Yan Liu
|
Tutorial 3
[C119]
Knowledge Discovery in Academic Drug Discovery Programs: Opportunities and Challenges
|
DSKDBI Colloquium
[C120]
Data Science, Knowledge Discovery and Business Intelligence
|
|
12:20-13:30 Lunch [Marigold Restaurant, Level 5, 683-689 George Street, Sydney]
|
|
13:30 Excursion – 13.40. Foyer, Building 5 for bus pickup for your choice of either a City Tour or Opera House Tour
|
|
18:30-22:00 Banquet – 18:30 – 22:00, 'Showboat Two' for Sydney Harbour dinner cruise, Campbell Cover Wharf,
Sydney Harbour Foreshore (see page 6 for details, and page 60 for map).
|
|
Friday
December 17, 2010
|
09:00
-
10:00
|
Session 5A
[B111]
Text mining
Chair: Arindam Banerjee
|
Session 5B
[B112]
Graph & network mining
Chair: Ee-Peng Lim
|
Session 5C
[B102]
Feature selection & construction
Chair: katharina morik
|
Tutorial 4
[C119]
How to do Good Data Mining Research and get it Published in Top Venues
|
DSKDBI Colloquium
[C120]
Data Science, Knowledge Discovery and Business Intelligence
|
|
10:00-10:20 Tea/Coffee Break [Lobby, Block B, Building 5, Haymarket Campus, UTS]
|
|
10:20
-
12:20
|
Session 6A
[B111]
Text mining, transfer learning, time series & spatio-temporal mining
Chair: Toon Calders
|
Session 6B
[B112]
Graph & network mining
Chair: Xiaoli Li
|
Session 6C
[B102]
Outlier detection, distance learning & minhash computation
Chair: Jianyong Wang
|
|
DSKDBI Colloquium
[C120]
Data Science, Knowledge Discovery and Business Intelligence
|
|
12:20-14:00 Lunch and ICDM 2010 Community Meeting [Marigold Restaurant, Level 5, 683-689 George Street, Sydney] (everyone is welcome )
|
|
14:00-14:30 Session 7A [B111] Image retrieval, Chair: Hui Xiong
|
|
14:00-16:00 Session 7B [B112] Text Mining, Chair: Kyuseok Shim
|
|
14:00-16:00 Session 7C [B102] Collaborative filtering, link prediction and recommender systems, Chair: Dejing Dou
|
|
14:30-16:00 ICDM Panel: ICDM'10 Top 10 Case Studies [B111] Chairs: Gabor Melli, Xindong Wu
|
|
16:00-16:15 Tea/Coffee Break [Lobby, Block B, Building 5, Haymarket Campus, UTS]
|
|
16:15-17:15 KEYNOTE [B111] Chair: Bing Liu
Assessing the Significance of Groups in High-Dimensional Data by Geoff McLachlan
|
|
17:15 CLOSING SESSION
|
ICDM2010 Technical Program at-a-glance
|
Wed
Dec 15, 2010
|
08:30-09:00 Conference Opening by Prof. Attila Brungs from UTS DVCR [B111]
|
|
09.00-10.00 KEYNOTE [B111] Chair: Geoff Webb
Mining Billion-node Graphs: Patterns, Generators and Tools by Christos Faloutsos
|
|
10:00-10:20 Tea/Coffee Break [Lobby, Block D, Building 5, Haymarket Campus, UTS]
|
|
10:20
-
12:20
|
Session 1A
[B111]
Clustering
Chair: Chris Ding
|
Session 1B
[B112]
Co-learning, semi- supervised learning, active learning, instance- based learning & evaluation
Chair: Jimeng Sun
|
Session 1C
[B102]
Applications
Chair: Shusaku Tsumoto
|
Tutorial 1
[C119]
Spatial and Spatio-temporal Data Mining
|
DSKDBI
Colloquium
[C120]
Data Science, Knowledge
Discovery
and Business Intelligence
|
|
12:20-13:30 Lunch [Marigold Restaurant, Level 5, 683-689 George Street, Sydney]
|
|
13:30
-
15:30
|
Session 2A
[B111]
Clustering
Chair: Kai Ming Ting
|
Session 2B
[B112]
SVM, kernel, vector & matrix techniques
Chair: Hisashi Kashima
|
Session 2C
[B102]
Privacy preserving data mining, ensemble learning & regression
Chair: Aris Gkoulalas-Divanis
|
ICDM Contest Overview
[C119]
Chair: Marcin Wojnarski
Note: Start at 14:00
|
DSKDBI
Colloquium
[C120]
Data Science, Knowledge
Discovery
and Business Intelligence
|
|
15:30-16:00 Tea/Coffee Break [Lobby, Block D, Building 5, Haymarket Campus, UTS]
|
|
16:00
-
18:00
|
Session 3A
[B111]
Sequence mining and clustering
Chair: Ke Wang
|
Session 3B
[B112]
Social networks, social media and probabilistic techniques
Chair: Jie Tang
|
Session 3C
[B102]
Stream mining, multimodal data and inference in factorial spaces
Chair: Jeffrey Yu
|
Tutorial 2
[C119]
Discovering Multiple Clustering Solutions: Grouping Objects in Different Views of the Data
|
DSKDBI
Colloquium
[C120]
Data Science, Knowledge
Discovery
and Business Intelligence
|
|
18:00 – 18:30 ICDM 10 Year Impact Award Address [B111] Chair: Wei Wang
|
|
18:30-20:30 Reception [Lobby, Block D, Building 5, Haymarket Campus, UTS]
|
|
Thur
Dec 16, 2010
|
09:00-10:00 KEYNOTE [B111] Chair: Chengqi Zhang
10 Years of Data Mining Research: Retrospect and Prospect By Xindong Wu
|
|
10:00-10:20 Tea/Coffee Break [Lobby, Block D, Building 5, Haymarket Campus, UTS]
|
|
10:20
-
12:20
|
Session 4A
[B111]
Clustering
Chair: George Karypis
|
Session 4B
[B112]
Association discovery & uplift modeling
Chair: Laitfur Khan
|
Session 4C
[B102]
Classification
Chair: Yan Liu
|
Tutorial 3
[C119]
Knowledge Discovery in Academic Drug Discovery Programs: Opportunities and Challenges
|
DSKDBI
Colloquium
[C120]
Data Science, Knowledge
Discovery
and Business Intelligence
|
|
12:20-13:30 Lunch [Marigold Restaurant, Level 5, 683-689 George Street, Sydney]
|
|
13:30 Excursion – 13.40. Foyer, Building 5 for bus pickup for your choice of either a City Tour or Opera House Tour
|
|
18:30-22:00 Banquet – 18:30 – 22:00, 'Showboat Two' for Sydney Harbour dinner cruise, Campbell Cover Wharf, Sydney Harbour Foreshore.
|
|
Fri
Dec 17, 2010
|
09:00
-
10:00
|
Session 5A
[B111]
Text mining
Chair: Arindam Banerjee
|
Session 5B
[B112]
Graph & network mining
Chair: Ee-Peng Lim
|
Session 5C
[B102]
Feature selection & construction
Chair: katharina morik
|
Tutorial 4
[C119]
How to do Good Data Mining Research and get it Published in Top Venues
|
DSKDBI
Colloquium
[C120]
Data Science, Knowledge
Discovery
and Business Intelligence
|
|
10:00-10:20 Tea/Coffee Break [Lobby, Block D, Building 5, Haymarket Campus, UTS]
|
|
10:20
-
12:20
|
Session 6A
[B111]
Text mining, transfer learning, time series & spatio-temporal mining
Chair: Toon Calders
|
Session 6B
[B112]
Graph & network mining
Chair: Xiaoli Li
|
Session 6C
[B102]
Outlier detection, distance learning & minhash computation
Chair: Jianyong Wang
|
|
|
|
12:20-14:00 Lunch and ICDM 2010 Community Meeting [Marigold Restaurant, Level 5, 683-689 George Street, Sydney] (everyone is welcome )
|
|
14:00-14:30 Session 7A [B111] Image retrieval, Chair: Hui Xiong
|
|
14:00-16:00 Session 7B [B112] Text Mining, Chair: Kyuseok Shim
|
|
14:00-16:00 Session 7C [B102] Collaborative filtering, link prediction and recommender systems, Chair: Dejing Dou
|
|
14:30-16:00 ICDM Panel: ICDM'10 Top 10 Case Studies [B111] Chairs: Gabor Melli, Xindong Wu
|
|
16:00-16:15 Tea/Coffee Break [Lobby, Block D, Building 5, Haymarket Campus, UTS]
|
|
16:15-17:15 KEYNOTE [B111] Chair: Bing Liu
Assessing the Significance of Groups in High-Dimensional Data by Geoff McLachlan
|
|
17:15 CLOSING SESSION
|
|
