Special Issue: Algorithms for Large Scale Data Analysis Website: https://www.mdpi.com/journal/algorithms/special_issues/Large_Scale_Data_Analysis Deadline for manuscript submissions: 15 February 2020
Guest Editor: Dr. Luca Becchetti Department of Computer, Control and Management Engineering Antonio Ruberti, Sapienza University of Rome, via Ariosto 25, 00185 Rome, Italy ======================= Dear Colleagues, We invite submission of papers describing original and solid research on algorithmic aspects of information retrieval and data mining over large, or very large, datasets. Topics can range from theoretical foundations to novel algorithmic approaches to tackle data mining problems arising in science, business, medicine, and engineering, when data size is an important issue in practice. In particular, we welcome contributions that are methodologically solid, supporting proposed approaches through a sound theoretical and/or experimental analysis, on scenarios of practical relevance. We also welcome application-oriented papers that make innovative technical contributions to research. Authors are explicitly discouraged from submitting incremental results that do not provide any significant advances over existing approaches. The aim of this Special Issue is to present recent contributions of practical relevance from these areas, as well as contributions investigating the more theoretical aspects of large-scale data analysis. Topics include but are not limited to the following areas: Large-scale information retrieval systems; Algorithmic and statistical techniques for big data analysis; Large-scale collaborative filtering; Algorithms for large-scale graph analysis; Large-scale machine learning and optimization; Algorithms and tools for distributed data mining (e.g., map reduction); Streaming algorithms; Applications of large-scale data analysis. Dr. Luca Becchetti Guest Editor Manuscript Submission Information Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website. Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. /Algorithms/ is an EI, Scopus and ESCI indexed, Open Access journal, which provides an advanced forum for studies related to algorithms and their applications, and is published online monthly by MDPI. (http://www.mdpi.com/journal/algorithms,ISSN 1999-4893). _______________________________________________ uai mailing list [email protected] https://secure.engr.oregonstate.edu/mailman/listinfo/uai
