20.21.1571
658 - General management, General business management, General industrial Management
Buku - Elektronik (E-Book)
Management, Data Analysis,
Tel-U Gedung Manterawu Lantai 5 : Rak 16 A
Tel-U Gedung Manterawu Lantai 5 : Rak 17 A
Tel-U Purwokerto : Rak 8
127 kali
Research and development in the general area of data science (DS) has grown beyond anticipation in the past few years. The initial wave had focus on modeling and tools drawn from various fields including mathematics, statistics, information science, software engineering, signal processing, probability models, machine learning, data mining, database systems, pattern recognition, visualization, predictive analytics, uncertain modeling, data warehousing, artificial intelligence, and high performance computing. Many projects were defined, developed, and deployed in isolation. In the second wave, general availability of data as well as techniques, tools, libraries, and toolkits, and, more importantly, hardware and software systems to support it collectively contributed to the growth of DS research. Today, we are observing the development and application of complex DS projects in many domains. We can find large-scale projects that require application of DS tools and techniques in each step of the process, from data collection to deployment.
The goal of this volume is to provide application examples of applied DS to solve complex science and engineering problems. In this volume, the contributing authors provide examples and solutions in various engineering, business, bioinformatics, geomatics, education, and environmental science. Through reviewing the contributions in this volume, the professionals and practitioners in each corresponding field can possibly understand the benefits of DS in their domain and understand where a particular theory, technique, or tool would be applied correctly and efficiently.
Tersedia 1 dari total 1 Koleksi
Nama | Reda Alhajj, et. al. |
Jenis | Perorangan |
Penyunting | |
Penerjemah |
Nama | Springer |
Kota | Switzerland |
Tahun | 2020 |
Harga sewa | IDR 0,00 |
Denda harian | IDR 0,00 |
Jenis | Non-Sirkulasi |