Categories |
DATA ANALYTICS
DATA SCIENCE
DATA MINING
MACHINE LEARNING
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About |
The IEEE International Conference on Data Science and Advanced Analytics (DSAA) features its strong interdisciplinary synergy between statistics (sponsored by ASA), computing, and information/intelligence sciences (by IEEE and ACM), and cross-domain interactions between academia and business/industry for data science and analytics. DSAA sets up a high standard for its organizing committees, keynote speeches, submissions to the main and special session tracks, and a competitive rate for paper acceptance. DSAA’2020 will inherit the DSAA standard and incorporate new features including an Industry Poster session, a Student Poster session, a Data Science School, and a full-day industry day. We expect to see some exciting special sessions spotlighting on important emerging topics and traditional/hands-on tutorials. Sydney is a centre of data science and artificial intelligence, DSAA’2020 will enjoy the annual spotlight of data science in Sydney. |
Call for Papers |
The Research Track solicits the latest, original and significant contributions related to foundations and theoretical developments of Data Science and Advanced Analytics. Topics of interest include but are not limited to:
Applications Track 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:
Student Poster and Industry Poster Sessions Two new poster tracks will present accepted Student Poster submissions and Industry Poster submissions in their poster sessions. Please find more details about these two poster tracks from their call for papers. All accepted main conference papers will also be presented as posters in the poster sessions. DSAA Awards and Travel Grants 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. Location DSAA’2020 will take place in the CBD of Sydney, Australia, one of pioneer places of data science and a highly attractive and incredible place for networking, family tour and vocation. Learning more about Sydney and the conference venue in the Attending page of the website. Paper Formatting, Length, and Double-blind Reviewing, and Reproducible 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 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 Submissions to the main conference including Research Track & Application Track are available from Easy Chair (https://easychair.org/conferences/?conf=dsaa2020). Important Policies 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 General enquiries about paper submissions should be submitted to [email protected]. |
Summary |
DSAA 2020 : IEEE International Conference on Data Science and Advanced Analytics will take place in Sydney, Australia. It’s a 4 days event starting on Oct 06, 2020 (Tuesday) and will be winded up on Oct 09, 2020 (Friday). DSAA 2020 falls under the following areas: DATA ANALYTICS, DATA SCIENCE, DATA MINING, MACHINE LEARNING, etc. Submissions for this Conference can be made by May 24, 2020. Authors can expect the result of submission by Jul 26, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Aug 09, 2020 to the official website of the Conference. Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines. Other Details of the DSAA 2020
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Credits and Sources |
[1] DSAA 2020 : IEEE International Conference on Data Science and Advanced Analytics |