Welcome to ADMA'21

ADMA'21 aims at bringing together the experts on data mining from around the world, and providing a leading international forum for the dissemination of original research findings in data mining, spanning applications, algorithms, software and systems, as well as different applied disciplines with potential in data mining. Papers will go through a full peer review process, and the accepted papers of the conference will be published by Springer in LNAI (Lecture Notes in Artificial Intelligence). The conference is rated B level in CORE ranking, and the accepted papers can be indexed in EI and DBLP.

Important Dates:
○    Submission deadline: 15 Aug 2021
○    Notification date: 15 Sep 2021
○    Camera-ready version: 30 Sep 2021
○    Conference dates: 1-3 Dec 2021

Venue: ADMA'21 will be held in Sydney, Australia.

Call for Papers

The year 2021 marks the 17th anniversary of the International Conference on Advanced Data Mining and Applications (ADMA'21), which will be held in Sydney, Australia, 1-3 December, 2021. It is our great pleasure to invite you to contribute papers and participate in this premier annual event on research and applications of data mining.

The conference aims at bringing together the experts on data mining from around the world, and providing a leading international forum for the dissemination of original research findings in data mining, spanning applications, algorithms, software and systems, as well as different applied disciplines with potential in data mining, such as smartphone and social network mining, bio-medical science and green computing. ADMA'21 will promote the same close interaction and collaboration among practitioners and researchers. Published papers will go through a full peer review process.

We invite authors to submit papers on topics of data mining and applications, including but not limited to:

Data Mining Theory:
1. Data mining foundations;
2. Grand challenges of data mining;
3. Parallel and distributed data mining algorithms;
4. Mining on data streams;
5. Graph mining;
6. Spatial data mining;
7. Text, video, multimedia data mining;
8. Web mining; High performance data mining algorithms;
9. Correlation mining;
10. Benchmarking and evaluations;
11. Interactive data mining;
12. Data-mining-ready structures and pre-processing;
13. Data mining visualization;
14. Information hiding in data mining;
15. Security and privacy issues;
16. Competitive analysis of mining algorithms;
17. Internet of Things mining;
18. Personalization and recommendation systems;
19. Deep Learning with small samples of Web Data;

Data Mining Applications:
1. Big data;
2. Web of Things;
3. Grid computing;
4. DNA sequencing, genomics, and biometrics;
5. Image interpretations;
6. E-commerce and Web services;
7. Health informatics;
8. Disaster prediction;
9. Remote monitoring;
10. Financial market analysis;
11. Online filtering;
12. Application of Data Mining in Education;
13. Social network data mining;
14. Smartphone data mining;
15. Database administration, indexing, performance tuning;
16. Green computing data mining;
17. Smart Nation applications;
18. Crowdsourcing.

Formatting Guidelines:
     ○    The paper should be in English and contain unpublished contributions to the data mining and related fields.
     ○    The paper should not exceed 15 pages in LNAI (Lecture Notes in Artificial Intelligence) format.
     ○    Manuscripts must be prepared in accordance with the LNAI format.
     ○    For the template and details on the LNCS style, see Springer’s Author Instructions, click here.
     ○    Submissions are reviewed in a single-blind manner.

Submission Site:   https://cmt3.research.microsoft.com/ADMA2021/Submission/Index       

Speakers

Fei Fang

Fei Fang

Carnegie Mellon University (CMU), USA

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Fang Chen

Fang Chen

University of Technology Sydney (UTS), Australia

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Sonali Agarwal

Sonali Agarwal

Indian Institute of Information Technology Allahabad (IIITA), India

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Qin Zhang

Qin Zhang

Shenzhen University, China

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Xuyun Zhang

Xuyun Zhang

Macquarie University, Australia

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Xianzhi Wang

Xianzhi Wang

University of Technology Sydney (UTS), Australia

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Franck Vidal

Franck Vidal

Bangor University, UK

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Tao Shen

Tao Shen

University of Technology Sydney (UTS), Austalia

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Tianyi Zhou

Tianyi Zhou

Washington University, USA

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Sunil Aryal

Sunil Aryal

Deakin University, Australia

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Huaxiu Yao

Huaxiu Yao

Stanford University, USA

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Mohammed Bennamoun

Mohammed Bennamoun

The University of Western Australia (UWA), Australia

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Osmar Zaiane

Osmar Zaiane

University of Alberta, Canada

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General Chair

General Chair

General

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Xueping Peng

Xueping Peng

University of Technology Sydney (UTS), Australia

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Lu Liu

Lu Liu

University of Technology Sydney (UTS), Australia

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Yanjun Zhang

Yanjun Zhang

The University of Queensland (UQ), Australia

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Miranda Li

Miranda Li

University of New South Wales (UNSW), Australia

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Jianxin Li

Jianxin Li

Deakin University, Australia

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Xue Li

Xue Li

The University of Queensland (UQ), Australia

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Lin Yue

Lin Yue

The University of Queensland (UQ), Australia

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Henry French

Henry French

iSense

Developing wearable technology that communicates information using only the sense of touch

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Guodong Long

Guodong Long

University of Technology Sydney (UTS), Australia

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Jing Jiang

Jing Jiang

University of Technology Sydney (UTS), Australia

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Weitong Chen

Weitong Chen

The University of Queensland (UQ), Australia

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Han Yu

Han Yu

Nanyang Technological University (NTU), Singapore

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Bohan Li

Bohan Li

Nanjing University of Aeronautics and Astronautics (NUAA), China

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