عنوان

Research in data science

شابک

9783030115661

شماره

E2680

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

عنوان اصلي

Research in data science

نام عام مواد

[Electronic book]

نام نخستين پديدآور

/ Ellen Gasparovic, Carlotta Domeniconi, editors.

محل نشرو پخش و غیره

Cham

نام ناشر، پخش کننده و غيره

: Springer/ Association for Women in Mathematics

تاریخ نشرو بخش و غیره

, 2019

نام خاص و کميت اثر

xiv, 297 p.

ساير جزييات

: ill. (some color)

عنوان فروست

(Association for women in mathematics series

مشخصه جلد

; v. 17)

متن يادداشت

Includes bibliographical references.

متن يادداشت

This edited volume on data science features a variety of research ranging from theoretical to applied and computational topics. Aiming to establish the important connection between mathematics and data science, this book addresses cutting edge problems in predictive modeling, multi-scale representation and feature selection, statistical and topological learning, and related areas. Contributions study topics such as the hubness phenomenon in high-dimensional spaces, the use of a heuristic framework for testing the multi-manifold hypothesis for high-dimensional data, the investigation of interdisciplinary approaches to multi-dimensional obstructive sleep apnea patient data, and the inference of a dyadic measure and its simplicial geometry from binary feature data. Based on the first Women in Data Science and Mathematics (WiSDM) Research Collaboration Workshop that took place in 2017 at the Institute for Compuational and Experimental Research in Mathematics (ICERM) in Providence, Rhode Island, this volume features submissions from several of the working groups as well as contributions from the wider community. The volume is suitable for researchers in data science in industry and academia

عنصر شناسه ای

Computer science

عنصر شناسه ای

Quantitative research

تقسیم فرعی شکلی

-- Congresses

تقسیم فرعی موضوعی

-- Mathematics

داده رابط بین فیلدها

a04

داده رابط بین فیلدها

a05

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Gasparovic, Ellen, 1984- ., editor.

مستند نام اشخاص تاييد نشده

Domeniconi, Carlotta, editor.

کشور

ایران

سازمان

University of Tehran. Library of College of Science

تاريخ و ساعت مذاکره و دسترسي

UT_SCI_BL_DB_1003010_0001.pdf

فرمت انتشار

e

نوع ماده

BL

کد کاربرگه

278840

پیشوند ISBD اعمال شده است

1

سطح دسترسي

a

تكميل شده

Y