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Author: Margaret Cusack Publisher: VDM Publishing ISBN: 9783836434263 Category : Computers Languages : en Pages : 208
Book Description
Knowledge and information are the basis of informed travel behavior. Individual choice in transportation decision-making is improved by the availability and robustness of traveler information. Historical information combined with new information contributes to the individual decision maker's mode, route, and travel time choices. Intelligent Transportation Systems (ITS) improve the information available to travelers which in turn, can alleviate recurring capacity problems and incident related capacity overloads on roadways, transit systems, at airports and ports, by disseminating better information to travelers. While generating data to send out to travelers in real time, ITS also creates valuable data in non-homogenous archive systems. This rich data source often goes unused, and is not typically accessed by analysts. This book suggests that Geographic Information Systems (GIS) are the perfect environment in which to convert ITS generated and archived data into a homogenous source for robust analysis. This work describes a prototype to exploit GIS and data collection technologies, using sound systems engineering principles, to address a transportation industry problem. The prototype shows how ITS data archiving and retrieval problems are opportunities for data analysis and decision-making. This work will aid in the development of archived ITS data analysis around the world.
Author: Margaret Cusack Publisher: VDM Publishing ISBN: 9783836434263 Category : Computers Languages : en Pages : 208
Book Description
Knowledge and information are the basis of informed travel behavior. Individual choice in transportation decision-making is improved by the availability and robustness of traveler information. Historical information combined with new information contributes to the individual decision maker's mode, route, and travel time choices. Intelligent Transportation Systems (ITS) improve the information available to travelers which in turn, can alleviate recurring capacity problems and incident related capacity overloads on roadways, transit systems, at airports and ports, by disseminating better information to travelers. While generating data to send out to travelers in real time, ITS also creates valuable data in non-homogenous archive systems. This rich data source often goes unused, and is not typically accessed by analysts. This book suggests that Geographic Information Systems (GIS) are the perfect environment in which to convert ITS generated and archived data into a homogenous source for robust analysis. This work describes a prototype to exploit GIS and data collection technologies, using sound systems engineering principles, to address a transportation industry problem. The prototype shows how ITS data archiving and retrieval problems are opportunities for data analysis and decision-making. This work will aid in the development of archived ITS data analysis around the world.
Author: Arun K. Pujari Publisher: Universities Press ISBN: 9788173713804 Category : Data mining Languages : en Pages : 316
Book Description
This Book Addresses All The Major And Latest Techniques Of Data Mining And Data Warehousing. It Deals With The Latest Algorithms For Discussing Association Rules, Decision Trees, Clustering, Neural Networks And Genetic Algorithms. The Book Also Discusses The Mining Of Web Data, Temporal And Text Data. It Can Serve As A Textbook For Students Of Compuer Science, Mathematical Science And Management Science, And Also Be An Excellent Handbook For Researchers In The Area Of Data Mining And Warehousing.
Author: Hiroyuki Kitagawa Publisher: Springer ISBN: 3642120989 Category : Computers Languages : en Pages : 515
Book Description
This two volume set LNCS 5981 and LNCS 5982 constitutes the refereed proceedings of the 15th International Conference on Database Systems for Advanced Applications, DASFAA 2010, held in Tsukuba, Japan, in April 2010. The 39 revised full papers and 16 revised short papers presented together with 3 invited keynote papers, 22 demonstration papers, 6 industrial papers, and 2 keynote talks were carefully reviewed and selected from 285 submissions. The papers of the first volume are organized in topical sections on P2P-based technologies, data mining technologies, XML search and matching, graphs, spatial databases, XML technologies, time series and streams, advanced data mining, query processing, Web, sensor networks and communications, information management, as well as communities and Web graphs. The second volume contains contributions related to trajectories and moving objects, skyline queries, privacy and security, data streams, similarity search and event processing, storage and advanced topics, industrial, demo papers, and tutorials and panels.
Author: A.J. Banday Publisher: Springer Science & Business Media ISBN: 9783540424680 Category : Science Languages : en Pages : 732
Book Description
The book reviews methods for the analysis of astronomical datasets, particularly emphasizing very large databases arising from both existing and forthcoming projects, as well as current large-scale computer simulation studies. Leading experts give overviews of cutting-edge methods applicable in the area of astronomical data mining.
Author: ITLESL Publisher: Pearson Education India ISBN: 8131799050 Category : Languages : en Pages : 271
Book Description
Data Warehousing and Data Mining is presented in a question-and-answer format following the examination pattern and covers all key topics in the syllabus. The book is designed to make learning fast and effective and is precise, up-to-date and will help students excel in their examinations. The book is part of the Express Learning is a series of books designed as quick reference guides to important undergraduate courses. The organized and accessible format of these books allows students to learn important concepts in an easy-to-understand, question-and-answer format. These portable learning tools have been designed as one-stop references for students to understand and master the subjects by themselves.
Author: Wang, John Publisher: IGI Global ISBN: 159904952X Category : Technology & Engineering Languages : en Pages : 4092
Book Description
In recent years, the science of managing and analyzing large datasets has emerged as a critical area of research. In the race to answer vital questions and make knowledgeable decisions, impressive amounts of data are now being generated at a rapid pace, increasing the opportunities and challenges associated with the ability to effectively analyze this data.
Author: Lawrence J. McCrank Publisher: Information Today, Inc. ISBN: 9781573870719 Category : Computers Languages : en Pages : 1216
Book Description
Historical Information Science is an extensive review and bibliographic essay, backed by almost 6,000 citations, detailing developments in information technology since the advent of personal computers and the convergence of several social science and humanities disciplines in historical computing. Its focus is on the access, preservation, and analysis of historical information (primarily in electronic form) and the relationships between new methodology and instructional media, techniques, and research trends in library special collections, digital libraries, data archives, and museums.
Author: Masoud Mohammadian Publisher: IGI Global ISBN: 1591401941 Category : Computers Languages : en Pages : 327
Book Description
There is a large increase in the amount of information available on World Wide Web and also in number of online databases. This information abundance increases the complexity of locating relevant information. Such a complexity drives the need for improved and intelligent systems for search and information retrieval. Intelligent agents are currently used to improve the search and retrieval information on World Wide Web. The use of existing search and retrieval engines with the addition of intelligent agents allows a more comprehensive search with a performance that can be measured. Intelligent Agents for Data Mining and Information Retrieval discusses the foundation as well as the practical side of intelligent agents and their theory and applications for web data mining and information retrieval. The book can used for researchers at the undergraduate and post-graduate levels as well as a reference of the state-of-art for cutting edge researchers.
Author: Margaret Cusack
Author: Margaret Cusack
Author: Arun K. Pujari
Author: Hiroyuki Kitagawa
Author: A.J. Banday
Author: ITLESL
Author: Wang, John
Author: Jure Leskovec
Author: 
Author: Lawrence J. McCrank
Author: Masoud Mohammadian