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1ICDM 2018 Community Meeting 11/20/2018

Welcome to 2018 ICDM Community Meeting


2018 ICDM Community Meeting

1. ICDM '18 Student Travel Awards

2. ICDM as “the World’s Premier Research

Conference in Data Mining”

By Xindong Wu

3. Call for ICDM ’20 and ’21 proposals

4. ICDM '18 Highlights

By ICDM '18 PC Chairs

5. ICDM ’19: Attractions and Call for Papers

By ICDM ’19 Chairs

ICDM 2018 Student Travel Awards

Sponsors

Applicant Statistics

● 103 Applicants

● Students from

17 Countries

● Selection Criteria

○ Student

○ First/Second/Other

Author

○ Full/short/workshop/

PhD forum paper

● NSF supported:44

● Others:34

Travel Awardees (arranged by alphabetical order)1. A K M Tauhidul Islam

2. Benjamin Schelling

3. Bijaya Adhikari

4. Carlos H. C. Teixeira

5. Chanyoung Park

6. Chaozhuo Li

7. Cole Hawkins

8. Cynthia Khan

9. Dante Chakravorti

10. Daokun Zhang

11. Dhivya Eswaran

12. Enrique Noriega-Atala

13. Fan Yang

14. Fanghua Ye

15. Fei Tan

16. Furkan E. Kocayusufoglu

17. Gal Egozi

18. Gavin Kijkul

19. Guojun Wu

20. Han Xiao

21. Haochen Chen

22. Houssam Zenati

23. Huiyuan Chen

24. Iqra Safder

25. Ji Yang

26. Jia Guo

27.Jiaxing Shen

28.Jin Shang

29.Junxiang Wang

30.Kayla Frisoli

31.Keqian Li

32.Kunpeng Liu

33.Ming Pang

34.Munshi Yusuf Alam

35.Nicole Eikmeier

36.Philippe Chatigny

37.Polina Rozenshtein

38.Prithviraj Pramanik

39.Qi Wang

40.Qianqian Wang

41.Qinglong Wang

42.Qingxin Meng

43.Qitian Wu

44.Qiuling Suo

45.Roee Shraga

46.Salim Afra

47.Samya Muhuri

48.Saurav Manchanda

49.Shan-Yun Teng

50.Shengmin Jin

51.Shreyasi Pathak

52.Shuai Yang

53. Tianyu Kang

54. Tong Chen

55. Tyler S. Derr

56. Tyler Wilson

57. Vincent Vercruyssen

58. Wang-Cheng Kang

59. Weishi Shi

60. Weitong Chen

61. Xia Chen

62. Xinyue Liu

63. Xuan Liu

64. Xujiang Zhao

65. Yanan Wang

66. Yaojing Wang

67. Ye Yuan

68. Yingjing Lu

69. Yishuai Du

70. Yuchen Bian

71. Yun He

72. Yunfei Lu

73. Zeyang Ye

74. Zhiqian Chen

75. Zichen Zhu

76. Zihan Li

77. Zijun Xue

78. Ziwei Zhang






By Xindong Wu







Important ICDM Traditions

1. Truly international - “The World’s Premier Research Conference in Data Mining”

2. Exciting social programs as well as outstanding technical programs

3. World-renowned invited speakers!

4. Service innovation - Designed and organized by a collection of people.


Recent Changes in ICDM (1)

Starting at ICDM ’06,– Tutorials and workshops: complimentary participation

• Workshops (with formal proceedings!) generally on the first day

• Tutorials in parallel with paper sessions

– Awards:

• Data Mining Research Contribution and Service Awards: Highest data mining awards (each with a check of $2500)

• An increased number of Student Travel Awards

Starting at ICDM ’07,– Double blind reviewing

Starting at ICDM ’08,– Best student paper award

– Demo papers (in workshop proceedings)

Starting at ICDM ’09,– No hardcopy, but CD copies/memory sticks only


Recent Changes in ICDM (2)

Starting at ICDM ’10,

– 10-year highest impact paper award (with a check of $1K)

Starting at ICDM ’11,

– A PhD Forum

– Triple blind reviewing

Starting at ICDM '14,

– Reproducibility

Starting at ICDM '18,

– Tao Li Award ($2K from Tao Li Foundation)

– KAIS-Journal Best Paper Award ($1K from Springer).






By Xindong Wu







Call for ICDM ’20 & ’21

Proposals

• Generally in

December/November

• ICDM ’20: Europe

• ICDM '21: America

• Proposals to [email protected]






By Xindong Wu






International Conference on Data Mining (ICDM) 2018

Dacheng Tao, Univ. of Sydney

Bhavani Thuraisingham, Univ. of Texas at Dallas

Program Co-Chairs

ICDM 2018 Snapshot• 3 full-day workshops;

• 22 half-day workshops

• 4 Tutorials

• 3 Keynote Talks

• 84 regular papers and 104 short papers organized into 27 sessions

• ICDM Blockchain Day and ICDM Data Challenge

• 2 separated poster sessions for all papers

• ICDM Ph.D. Forum

• 1 industry talk and 1 translational data science plenaryspeech

• ICDM Panel

Keynote Speakers

Prof Xindong Wu Mininglamp Software Systems

Beijing, China

C. Mohan IBM Almaden Research Center

USA

Prof Rao KotagiriUniversity of MelbourneAustralia

Technical Program Statistics

• 948 manuscript submissions• 616 (65%) with student first-author

• submissions from 56 countries

• Paper review process• Triple-blind review

• 411 PC members from 38 countries

• 53 Area chairs from 17 countries

Technical Program Statistics

• Accepted papers• 84 regular papers

• 104 short papers

• 142 of 188 have student first-authors

• 19.83% total acceptance rate

• Authors from 26 countries

• Top countries of first authors: USA (73), China (56)

Submitted/ALL

USA30%

China29%

India5%

Australia4%

Singapore4%

Japan3%

France3%

Canada2%

Germany2%

Rest18%

Accepted/ALL Accepted

USA39%

China30%

Australia5%

Singapore4%

Germany3%

Japan3%

Finland3%

Korea2%

Taiwan2%

Rest9%

Academic & Industry Papers

#submissions #percentage #accepted #acceptancerate

Pure academic 600 63.29% 112 18.67%

Pure industry 106 11.18% 12 11.32%

Academic +Industry

242 25.53% 64 26.45%

Hot Topics

rank topic

1 1.1

2 2.5

3 1.4

4 2.7

5 1.6

6 1.5

7 1.2

8 2.9

9 4.4

10 3.1

11 2.1

rank topic

1 1.1

2 2.5

3 2.7

4 1.4

5 1.5

6 2.9

7 1.6

8 4.4

9 1.2

10 2.1

11 3.1

Top 11 submitted Top 11 accepted

38 topics

Top 11: 75.3% submissionsTop 11: 81.9% accepted papers

Novel data mining algorithms in traditional areas

Mining and link analysis in networked settings

Data mining in electronic commerce

Mining sequences and sequential data

Mining spatial and temporal datasets

Mining in emerging domains - Other

Mining textual and unstructured datasets

Healthcare, epidemic modeling, and clinical research

Models and algorithms for new, structured, data types

Stream Data Mining

Data pre-processing

*In the submission system, we have 39 topics. However, we did not receive any

submission to Topic4.3 (Intrusion detection, fraud prevention, and surveillance) this year.

# Authors per Paper

On average• Submitted

Papers:3.71/Paper

• Accepted Papers:

4.09/Paper

Best Submit Time

Most Submissions are during the last hour

Submission Time Analysis

Worst Submit Time

• Classes: positive - acceptance, negative –reject

• Words:• Probability estimation

• Regularization: to remove bias for rare words

• Significance

Submission Title Words Analysis

Rank Word Probability Regularization Significance

1 learning 58.33% 0.4611 0.2689

2 data 50.00% 0.5108 0.2554

3 via 47.61% 0.5298 0.2522

4 based 50.00% 0.4799 0.2399

5 multi-label 50.00% 0.4799 0.2399

6 multi-view 44.44% 0.5108 0.2270

7 heterogeneous

33.33% 0.6677 0.2225

8 embedding 32.78% 0.6636 0.2175

9 tracing 46.15% 0.4709 0.2173

10 detection 43.75% 0.4963 0.2171

Top 10 Positive Title Words

Probably the best title:Multi-label and multi-view tracing via

heterogeneous data embedding(probability of acceptance: 99.99%)

Rank Word Probability Regularization Significance

1 using 75.14% 0.7950 0.5974

2 classification

74.58% 0.7463 0.5565

3 model 79.17% 0.6846 0.5419

4 clustering 77.46% 0.6828 0.5289

5 approach 76.00% 0.6897 0.5242

6 time 76.01% 0.6828 0.5193

7 analysis 73.42% 0.6963 0.5112

8 social 81.82% 0.6223 0.5091

9 series 75.86% 0.6572 0.4986

10 system 70.67% 0.6897 0.4874

Top 10 Negative Title Words

Probably the worst title:social system classification using time series

analysis(probability of acceptance: 99.99%)

WordCloudSubmitted VS Accepted

Thanks to ...

• Steering Chair

• Xindong Wu

• Tutorial Chairs

• Leman Akoglu

• Yong Ge

• Ph.D. Forum

• Bo Jin

• Danai Koutra

• Panel Chairs

• Naren Ramakrishnan

• Myra Spiliopoulou

• Best Paper Award Chair

• Yifan Hu

• Demo Chairs

• Aixin Sun

• Danai Koutra

• Finance Chair

• Wei Ding

• Poster Chairs

• Siyuan Liu

• Tim Weninger

• Workshop Chairs

• Hanghang Tong

• Jessie Zhenghui Li

• Sponsorship Chair

• Bo Jin

• Local Chair

• Bing Tian Dai

• PhD Forum Chairs

• Ranga Raju Vaatsavai

• Yi Yu

• Data Challenge Chairs

• Xiang Ren

• Yuchen Li

• Minghui Qiu

• General Chairs

• Feida Zhu

• Jeffery Yu

• Publicity Chairs

• William Wang

• Peng Cui

• Yanfang (Fanny) Ye






By Xindong Wu






The IEEE International Conference

on Data Mining (ICDM) 2019

8 – 11 November 2019

Welcome to

Beijing !

CNCC is China's most

versatile international

conference venue. The

6,400 sqm plenary hall is

able to cater to 6,000

delegates, the 4,860 sqmballroom is suitable for

3,000 pax banquets.

China National Convention

Center （CNCC）


Center


Center

Ballroom Foyer Area:

• Exhibit (Showcase)

/

Poster & Demo

sessions

• Buffer line and

cocktail table

setup

for lunch

• Area for networking

during lunch

World Class Hotels

Grand Skylight Catic Hotel Beijing Parkview WuzhouHotel

Intercontinental Beijing Beichen

Pangu 7 star Hotel Beijing Celebrity International Grand Hotel

Marco Polo Parkside Hotel Beijing

Grand Skylight Catic Hotel

Grand Skylight CATIC Hotel is located in

the Olympic Village Area. Guests can walk

to the Olympic Green from the hotel,

which is also adjacent to Beijing

International Convention Center and

National Convention Center. Business

centers, shops, restaurants and

entertaining facilities in the hotel’s

neighborhood await travelers. The hotel

location is also very convenient and it is

only a 25-minute ride to Beijing Capital

International Airport.

Beijing Parkview Wuzhou

Hotel

The hotel conveniently located in north

Beijing, adjacent to Beijing International

Convention Center， China National Convention Center, and within walking

distance to the city’s Olympic Green

and much celebrated Bird’s Nest

Stadium. The hotel boasts 477 well-

designed guest rooms.

Intercontinental Beijing

Beichen

Intercontinental Beijing Beichen

Hotel offers soundproof rooms

overlooking the park. The hotel

occupies 16 floors and was

renovated in 2012. The property is

located in Xuan-Wu district, 10 km

from Summer Palace. There are a

stadium and restaurants in the area.

Pangu 7 Star Hotel Beijing

The Pangu 7 Star Hotel is located on the

dragon tail of the Pangu plaza offering a

breathtaking view of the Beijing Olympic Park

and many Olympic venues such as the Bird’s

Nest National Stadium and Water Cube

Aquatics Center.

Celebrity International

Grand Hotel

The Celebrity International

Grand Hotel is a five-star

Business Hotel, with 332

rooms & suites, three

restaurants, lounge, bars,

an Executive Lounge,

Banquet & Meeting Rooms,

a Night Club and a Health

& Recreation Center.

Marco Polo Parkside Hotel

Beijing

The 315-room Marco Polo Parkside

Beijing is two kilometers away from

the some of the city’s most vibrant

and recognizable landmarks, such as

the China International Convention

Centre, the 4,000 acres Olympic Park,

the “Bird’s Nest” Stadium and the

“Water Cube” Aquatics Centre.

Shopping malls

We are

here

The Forbidden City

The Great Wall

Summer Palace

Modern Beijing

Delicious Foods

Outdoor activities

International Flight

The Program - Conference

Day 1

17 Breakout Rooms (Workshops/Tutorials/Ph.D.

Forum/Data Challenge)

Full day meeting package with Lunch (at 500RMB per person per day)

•Complimentary use of meeting rooms

•2 coffee/ tea breaks with 2 snacks

•1 Networking Buffet Lunch

•Complimentary use of 1 LCD Projector, 1 Projector Screen with 1

microphones

•Complimentary use of 1 flipcharts with markers.

•Complimentary 1 extension cords

•Complimentary mints, ice water, writing materials and pens

•Complimentary wifi usage at function venue


Day 1

Level 3 of China National

Convention Center (CNNC)


Days 2, 3 & 4

Main Plenary

Full day meeting package with Lunch (at 500RMB per person per day)

•Complimentary use of ballrooms

•2 coffee/ tea breaks with 2 snacks

•1 Networking Buffet Lunch

•Complimentary mints, ice water, writing materials and pens

•Complimentary wifi usage at function venue

•Complimentary secretariat room


Days 2, 3 & 4

Level 4 of China National

Convention Center (CNNC)

The Organization Team

General Co-Chairs

Xindong Wu

Mininglamp Academy of Sciences

Francisco Herrera

University of Granada

Jianyong Wang

Tsinghua University

Kyuseok Shim

SNU College

The Organization Team

PC Co-Chairs

The Website –

http://icdm2019.bigke.org

Key Dates:

All deadlines are at 11:59PM Pacific Daylight Time.

o Workshop proposals: March 15, 2019

o Workshop notification: March 29, 2019

o Full paper submissions: June 5, 2019

o Demo and tutorial proposals: July 15, 2019

o Workshop paper submissions: August 7, 2019

o Conference paper, tutorial, demo notification: August 8, 2019

o Workshop paper notification: September 4, 2019

o Camera-ready deadline and copyright forms: September 8, 2019

o Conference dates: November 8 - 11, 2019

60

ICDM Community Meeting 11/20/2018

Thank You!

⚫ In the afternoon,

– 1 Panel

– 3 Technical Sessions

– 1 Tutorial.

welcome to39.104.72.142:802/ppt/icdm18-communitymtng.pdf · • icdm ’20: europe • icdm...

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