DSAA 2020 : IEEE International Conference on Data Science and Advanced Analytics

  in Conferences   Posted on February 1, 2020

Conference Information

Submission Deadline Sunday 24 May 2020 Proceedings indexed by :
Conference Dates Oct 6, 2020 - Oct 9, 2020
Conference Address Sydney, Australia
Conference & Submission Link http://dsaa2020.dsaa.co/
Conference Organizers : ( Deadline extended ? Click here to edit )

Conference Call for Papers

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IEEE/ACM/ASA DSAA\’2020

CALL FOR PAPERS IN RESEARCH & APPLICATION TRACKS

06-09 Oct. 2020

Sydney, Australia

http://dsaa2020.dsaa.co

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Important Dates

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* Paper (Research & Application tracks) Submission Deadline: 24 May 2020

* Paper (Research & Application tracks) Notification: 26 Jul. 2020

* Paper (Research & Application tracks) Camera Ready Due: 9 Aug. 2020

Highlights of DSAA\’2020

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* Strong Research and Applications tracks with reproducible and open results.

* Student Poster and Industry Poster sessions with lightning results

highlighting student’s research advances and industry’s best practices.

* One-day Industry Day with Data Science School for business.

* Special sessions on the foundations and emerging areas for data science.

* Special panel on the trends and controversies of data science and analytics.

* A strong interdisciplinary research program spanning the areas of

data science, including statistics, machine learning, computing, and analytics.

* Strong cross-domain interactions among researchers and industry and

government policy-makers and practitioners.

* Industry and research exhibits.

* Technically sponsored and supported by IEEE CIS, ACM SIGKDD and ASA,

proceedings by IEEE Xplore and EI indexed.

About DSAA\’2020

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The 7th IEEE/ACM/ASA International Conference on Data Science and

Advanced Analytics (DSAA) features its strong interdisciplinary

synergy between statistics (via ASA), computing and

information/intelligence sciences (IEEE and ACM), and cross-domain

interactions between academia and business for data science and

analytics. DSAA sets up a high standard for its organizing committee,

keynote speeches, submissions to main conference and special sessions,

and a competitive rate for paper acceptance. DSAA has been widely

recognized as a dedicated flagship in data science and analytics such

as by the Google Metrics and China Computer Foundation as an

influential event in the area.

The 7th IEEE International Conference on Data Science and Advanced

Analytics (DSAA’2020) will provide a premier forum that brings

together researchers, industry and government practitioners, as well

as developers and users in statistics, computing science, and

intelligence science for the exchange of the latest theoretical

developments in Data Science and Analytics and the best practice for a

wide range of applications. The conference invites submission of

papers describing innovative research on all aspects of data science

and advanced analytics as well as application-oriented papers that

make significant, original, and reproducible contributions to

improving the practice of data science and analytics in real-world

scenarios.

DSAA’2020 is a dual-track conference consisting of a Research Track

and an Research Track. DSAA’2020 will also feature a peer-reviewed

Student Poster session and an Industry Poster session, whose purpose

is to showcase recent and early-stage research developments on topics

that are of interest to students and industry/government practitioners

in data science and analytics.

Research Track

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The Research Track solicits the latest, original and significant

contributions related to foundations and theoretical developments of

Data Science and Advanced Analytics with reproducible results

available through a public git repository. Topics of interest include

but are not limited to:

* Data science foundations and theories

* Mathematics and statistics for data science and analytics

* Understanding data characteristics and complexities

* Data quality and misinformation

* Models, algorithms, and methods

* Optimization, inference, and regularization

* Infrastructures, and systems

* Evaluation, explanation, visualization, and presentation

* Survey and review

Application Track

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The Application track solicits original, impactful and actionable

application results of Data Science and Advanced Analytics across

various disciplines and domains, including business, government,

healthcare and medical science, physical sciences, and social

sciences. Submissions address a real problem on real-life data that

is reproducible ideally through a public git repository, providing

inspiring results to policy-makers, end-users or practitioners or

highlighting new practical challenges for researchers. Topics of

interest include but are not limited to:

* Domain-driven data science and analytics practice

* Real-world applications and case studies

* Operationalizable infrastructures, platforms and tools

* Deployment, management and decision-making

* System and software demonstrations

* Social and economic impact modeling

* Ethics, social issues, privacy, trust, and bias

* Reflections and lessons for better practice

DSAA Awards and Travel Grants

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DSAA features its Best Research Paper award and Best Application Paper

award (with honorarium USD$500 each), Next-generation Data Scientist

award (honorarium USD1,000), and IEEE CIS and DSAA travel awards.

Paper Formatting, Length, Double-blind Reviewing, and Reproducible

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The paper length allowed for the papers in the Research and Application

tracks is a maximum of ten (10) pages, whereas the paper length allowed for

the Student Poster and Industry Poster papers is a maximum of two (2)

pages.

The format for both types of papers is the standard 2-column

U.S. letter style IEEE Conference template. See the IEEE Proceedings

Author Guidelines:

https://protect-au.mimecast.com/s/sgu9C0YKgRs4WZRqHD4E0O?domain=ieee.org

for further information and instructions.

All submissions will be blind reviewed by the Program Committee on the

basis of technical quality, relevance to the conference’s topics of

interest, originality, significance, and clarity. Author names and

affiliations must not appear in the submissions, and bibliographic

references must be adjusted to preserve author anonymity. Submissions

failing to comply with paper formatting and authors anonymity will be

rejected without reviews.

Because of the double-blind review process, non-anonymous papers that

have been issued as technical reports or similar cannot be considered

for DSAA’2020. An exception to this rule applies to arXiv papers that

were published in arXiv at least a month prior to DSAA’2020 submission

deadline. Authors can submit these arXiv papers to DSAA provided that

the submitted paper’s title and abstract are different from the one

appearing in arXiv. Papers that appear in arXiv from the DSAA’2020

submission deadline until the review process has ended, are not

allowed.

Authors are also encouraged to support their papers by providing

through a git-type public repository the code and data to support the

reproducibility of their results.

Proceedings, Indexing and Special Issues

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All accepted full-length papers will be published by IEEE and will be

submitted for inclusion in the IEEE Xplore Digital Library. The

conference proceedings will be submitted for EI indexing through

INSPEC by IEEE. Top-quality papers accepted and presented at the

conference will be selected for extension and invited to the special

issues of the International Journal of Data Science and Analytics

(JDSA, Springer) and some other journals we are working on.

Submission

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Submissions to the main conference including Research Track &

Applications Track are available from Easy Chair

(https://easychair.org/conferences/?conf=dsaa2020).

Important Policies

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Reproducibility & supplementary: The advancement of data science

depends heavily on reproducibility. We strongly recommend that the

authors release their code and data to the public. Authors can provide

an optional two (2) page supplement at the end of their submitted

paper (it needs to be in the same PDF file and start on page 11). This

supplement can only be used to include (i) information necessary for

reproducing the experimental results reported in the paper (e.g.,

various algorithmic and model parameters and configurations,

hyper-parameter search spaces, details related to dataset filtering

and train/test splits, software versions, detailed hardware

configuration, etc.), and (ii) any data, pseudo-code and proofs that

due to space limitations, could not be included in the main

manuscript. Papers entering into the Best Research Paper and Best

Application Paper awards must show solid evidence for reproducibility.

Authorship: The list of authors at the time of submission is final and

cannot be changed.

Dual submissions: DSAA is an archival publication venue as such

submissions that have been previously published, accepted, or are

currently under-review at peer-review publication venues (i.e.,

journals, conferences, workshops with published proceedings, etc.) are

not permitted. DSAA has a strict no dual submission policy.

Conflicts of interest (COI): COIs must be declared at the time of

submission. COIs include employment at the same institution at the

time of submission or in the past three years, collaborations during

the past three years, advisor/advisee relationships, plus family and

close friends. Program chairs, poster chairs, special session chairs

and tutorial chairs are not allowed to submit proposals to their

managed tracks and sessions.

Attendance: At least one author of each accepted paper must register

in full and attend the conference to present the paper. No-show papers

will be removed from the IEEE Xplore proceedings.

Enquiries

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General enquiries about paper submissions should be submitted to

pc_dsaa20@dsaa.co.

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