Multi-target Classification and Regression in Wineinformatics PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Multi-target Classification and Regression in Wineinformatics PDF full book. Access full book title Multi-target Classification and Regression in Wineinformatics by James Palmer. Download full books in PDF and EPUB format.
Author: James Palmer
Publisher:
ISBN:
Category : Classification rule making
Languages : en
Pages : 264
Get Book Here
Book Description
Author: James Palmer
Publisher:
ISBN:
Category : Classification rule making
Languages : en
Pages : 264
Get Book Here
Book Description
Author: Bernard Chen
Publisher: Springer Nature
ISBN: 9811973695
Category : Computers
Languages : en
Pages : 76
Get Book Here
Book Description
Wineinformatics is a new data science application with a focus on understanding wine through artificial intelligence. Thousands of new wine reviews are produced monthly, which benefits the understanding of wine through wine experts for winemakers and consumers. This book systematically investigates how to process human language format reviews and mine useful knowledge from a large volume of processed data. This book presents a human language processing tool named Computational Wine Wheel to process professional wine reviews and three novel Wineinformatics studies to analyze wine quality, price and reviewers. Through the lens of data science, the author demonstrates how the wine receives 90+ scores out of 100 points from Wine Spectator, how to predict a wine’s specific grade and price through wine reviews and how to rank a group of wine reviewers. The book also shows the advanced application of the Computational Wine Wheel to capture more information hidden in wine reviews and the possibility of extending the wheel to coffee, tea beer, sake and liquors. This book targets computer scientists, data scientists and wine industrial researchers, who are interested in Wineinformatics. Senior data science undergraduate and graduate students may also benefit from this book.
Author: Qiuyun Tian
Publisher:
ISBN:
Category : Classification rule mining
Languages : en
Pages : 0
Get Book Here
Book Description
Author: K. Srujan Raju
Publisher: Springer Nature
ISBN: 9811514801
Category : Technology & Engineering
Languages : en
Pages : 881
Get Book Here
Book Description
This book features high-quality papers presented at the International Conference on Computational Intelligence and Informatics (ICCII 2018), which was held on 28–29 December 2018 at the Department of Computer Science and Engineering, JNTUH College of Engineering, Hyderabad, India. The papers focus on topics such as data mining, wireless sensor networks, parallel computing, image processing, network security, MANETS, natural language processing and Internet of things.
Author: Ann Noble
Publisher:
ISBN: 9781949287189
Category :
Languages : en
Pages :
Get Book Here
Book Description
Author: Devendra Kumar Sharma
Publisher: Springer Nature
ISBN: 9811523290
Category : Technology & Engineering
Languages : en
Pages : 735
Get Book Here
Book Description
This book presents selected papers from the 3rd International Conference on Micro-Electronics and Telecommunication Engineering, held at SRM Institute of Science and Technology, Ghaziabad, India, on 30-31 August 2019. It covers a wide variety of topics in micro-electronics and telecommunication engineering, including micro-electronic engineering, computational remote sensing, computer science and intelligent systems, signal and image processing, and information and communication technology.
Author: George Gmelch
Publisher: Indiana University Press
ISBN: 025322327X
Category : Business & Economics
Languages : en
Pages : 289
Get Book Here
Book Description
Five million visitors a year travel to California's Napa Valley to experience the good life: to taste fine wines, eat fine food, and immerse themselves in other sophisticated pleasures while surrounded by bucolic beauty. Tourism is the world's largest employer, and tourists today want to experience the world through all five senses. Tasting the Good Life tells the story of Napa tourism through the words of the tourists who visit and the men and women who provide the products and services they rely on. The stories of 17 people--from winemaker to vineyard manager, from celebrity chef to wait staff, from hot air balloonist to masseuse--provide extraordinary insight into this new form of tourism and its impact on an iconic American place.
Author: Joachim Diederich
Publisher: Springer
ISBN: 3540753907
Category : Technology & Engineering
Languages : en
Pages : 267
Get Book Here
Book Description
Support vector machines (SVMs) are one of the most active research areas in machine learning. SVMs have shown good performance in a number of applications, including text and image classification. However, the learning capability of SVMs comes at a cost – an inherent inability to explain in a comprehensible form, the process by which a learning result was reached. Hence, the situation is similar to neural networks, where the apparent lack of an explanation capability has led to various approaches aiming at extracting symbolic rules from neural networks. For SVMs to gain a wider degree of acceptance in fields such as medical diagnosis and security sensitive areas, it is desirable to offer an explanation capability. User explanation is often a legal requirement, because it is necessary to explain how a decision was reached or why it was made. This book provides an overview of the field and introduces a number of different approaches to extracting rules from support vector machines developed by key researchers. In addition, successful applications are outlined and future research opportunities are discussed. The book is an important reference for researchers and graduate students, and since it provides an introduction to the topic, it will be important in the classroom as well. Because of the significance of both SVMs and user explanation, the book is of relevance to data mining practitioners and data analysts.
Author: Georges Grinstein
Publisher: Springer Science & Business Media
ISBN: 3642790577
Category : Science
Languages : en
Pages : 167
Get Book Here
Book Description
With the increase in the amount and dimensionality of scientific data collected, new approaches to the design of displays of such data have become essential. The designers of visual and auditory displays of scientific data seek to harness perceptual processes for data exploration. The general aim is to provide ways for raw data, and the statistical and mathematical structures they comprise, to "speak for themselves" and, thereby, enable scientists to conduct exploratory, in addition to confirmatory analyses of their data. The present primary approach via visualization depends mainly on coding data as positions of visually distinguishable elements in a two- or three- dimen sional euclidean space, e.g., as discrete points comprising clusters in scatter-plot displays and as patches comprising the hills and valleys of statistical surfaces. These displays are immensely effective because the data are in a form that evokes natural perceptual processing of the data into impressions of the presence and spatial disposition of apparent materials, objects, and structures in the viewers apparent physical environment. The problem with this mode of display, however, is that its perceptual potency is largeiy exhausted at dimension three, while we increasingly face the need to explore data of much greater dimensionality. The challenge posed for visualization researchers is to develop new modes of display that can push the dimensionality of data displays higher while retaining the kind of perceptual potency needed for data exploration.
Author: Devendra Kumar Sharma
Publisher: Springer Nature
ISBN: 9813346876
Category : Technology & Engineering
Languages : en
Pages : 627
Get Book Here
Book Description
This book presents selected papers from the 4th International Conference on Micro-Electronics and Telecommunication Engineering, held at SRM Institute of Science and Technology, Ghaziabad, India, during 26–27 September 2020. It covers a wide variety of topics in micro-electronics and telecommunication engineering, including micro-electronic engineering, computational remote sensing, computer science and intelligent systems, signal and image processing, and information and communication technology.
