Download or read book Summaries of Contributed Papers written by and published by . This book was released on 1968 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Summaries of contributed papers and invited lectures written by and published by . This book was released on 1971 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Summaries of Contributed Papers 2 7 September 1968 Amsterdam written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Extended Summaries of Contributed Papers written by Extended summaries and published by . This book was released on 2004 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Summaries of Contributed Papers and Invited Lectures written by International Conference on Structural Mechanics in Reactor Technology and published by . This book was released on 1977 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Program summaries of invited papers contributed papers written by International Conference on Physical Aspects of Noise in Solid State Devices (4, 1975, Noordwijkerhout) and published by . This book was released on 1975 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book SUMMARIES OF CONTRIBUTED PAPERS 11TH ANNUAL SYMPOSIUM ON MAN MACHINE SYSTEMS IEEE written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Summaries of Contributed Papers written by and published by . This book was released on 1970 with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Summaries of Contributed Papers and Invited Lectures written by International Conference on Structural Mechanics in Reactor Technology and published by . This book was released on 1975 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Summaries written by and published by . This book was released on 1981 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Technical presentations Section A B 2v v 2 Summary of results v 3 Discipline summary reports written by Stanley C. Freden and published by . This book was released on 1973 with total page 952 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Data Abstraction and Pattern Identification in Time series Data written by Prithiviraj Muthumanickam and published by Linköping University Electronic Press. This book was released on 2019-11-25 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data sources such as simulations, sensor networks across many application domains generate large volumes of time-series data which exhibit characteristics that evolve over time. Visual data analysis methods can help us in exploring and understanding the underlying patterns present in time-series data but, due to their ever-increasing size, the visual data analysis process can become complex. Large data sets can be handled using data abstraction techniques by transforming the raw data into a simpler format while, at the same time, preserving significant features that are important for the user. When dealing with time-series data, abstraction techniques should also take into account the underlying temporal characteristics. This thesis focuses on different data abstraction and pattern identification methods particularly in the cases of large 1D time-series and 2D spatio-temporal time-series data which exhibit spatiotemporal discontinuity. Based on the dimensionality and characteristics of the data, this thesis proposes a variety of efficient data-adaptive and user-controlled data abstraction methods that transform the raw data into a symbol sequence. The transformation of raw time-series into a symbol sequence can act as input to different sequence analysis methods from data mining and machine learning communities to identify interesting patterns of user behavior. In the case of very long duration 1D time-series, locally adaptive and user-controlled data approximation methods were presented to simplify the data, while at the same time retaining the perceptually important features. The simplified data were converted into a symbol sequence and a sketch-based pattern identification was then used to identify patterns in the symbolic data using regular expression based pattern matching. The method was applied to financial time-series and patterns such as head-and-shoulders, double and triple-top patterns were identified using hand drawn sketches in an interactive manner. Through data smoothing, the data approximation step also enables visualization of inherent patterns in the time-series representation while at the same time retaining perceptually important points. Very long duration 2D spatio-temporal eye tracking data sets that exhibit spatio-temporal discontinuity was transformed into symbolic data using scalable clustering and hierarchical cluster merging processes, each of which can be parallelized. The raw data is transformed into a symbol sequence with each symbol representing a region of interest in the eye gaze data. The identified regions of interest can also be displayed in a Space-Time Cube (STC) that captures both the temporal and contextual information. Through interactive filtering, zooming and geometric transformation, the STC representation along with linked views enables interactive data exploration. Using different sequence analysis methods, the symbol sequences are analyzed further to identify temporal patterns in the data set. Data collected from air traffic control officers from the domain of Air traffic control were used as application examples to demonstrate the results.
Download or read book Summaries of Papers written by and published by . This book was released on 1985 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Provisional Agenda Summaries of Invited and Contributed Papers written by Meeting on OECD Leading Indicators and published by . This book was released on 1996 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Medical Summary written by R. H. Andrews and published by . This book was released on 1917 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edited by R.H. Andrews.
Download or read book Contributions to Economic Geology short Papers and Preliminary Reports 1910 written by Marius Robinson Campbell and published by . This book was released on 1911 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Contributed Paper Pre prints written by and published by . This book was released on 1963 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt:
