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Providing Concise Database Covers Instantly by Recursive Tile Sampling [chapter]

Sandy Moens, Mario Boley, Bart Goethals
2014 Lecture Notes in Computer Science  
It is based on the recursive application of a simple tile sample procedure that can be implemented e ciently using rejection sampling.  ...  one of two key requirements: a) to provide results within a short response time of only a few seconds and b) to return a concise set of patterns with only a few elements that nevertheless covers a large  ...  We therefore remove these cells from the conditional database. Pseudo code for Recursive Tile Sampling, RTS, is given in Algorithm 1.  ... 
doi:10.1007/978-3-319-11812-3_19 fatcat:b2jy7d6mtze2nfilrks5r3rosa

Bringing Geospatial Data Closer to Mobile Users: A Caching Approach Based on Vector Tiles for Wireless Multihop Scenarios

Chao Li, Huimei Lu, Yong Xiang, Zhuoqun Liu, Wanli Yang, Ruilin Liu
2018 Mobile Information Systems  
The result shows that the GeoTile system can serve vector tiles for users conveniently and friendly.  ...  In GeoTile, a tile request from the mobile client relies on multihop communication over intermediate nodes to reach the server.  ...  KML has a more concise schema, while GML provides advanced features to describe complex maps.  ... 
doi:10.1155/2018/5186495 fatcat:efbb3jlsanhkzm477iepnu3kea

Computational Symmetry in Computer Vision and Computer Graphics

Yanxi Liu
2008 Foundations and Trends in Computer Graphics and Vision  
Though the term computational symmetry was formally defined a decade ago by the first author, referring to algorithmic treatment of symmetries, seeking symmetry from digital data has been attempted for  ...  This survey provides a succinct summary of the relevant mathematical theory, a historic perspective of some important symmetry-related ideas, a partial yet timely report on the state of the arts symmetry  ...  Glassner built textures by recursively replacing square tiles with four scaled copies, transformed according to simple local symmetry rules [76] ( Figure 6 .5).  ... 
doi:10.1561/0600000008 fatcat:t4x5zq3n5jcjnktzlft63eblnm

Towards Personalized and Human-in-the-Loop Document Summarization [article]

Samira Ghodratnama
2021 arXiv   pre-print
We propose novel approaches to tackle these challenges, by: i)enabling automatic intelligent feature engineering, ii) enabling flexible and interactive summarisation, iii) utilising intelligent and personalised  ...  We further propose solutions to the information overload problem in different domains through summarisation, covering network traffic data, health data and business process data.  ...  Conciseness = N S (7.12) Second, information loss is defined as the ratio of the number of samples not present by samples present in a summary, defined in Eq. 7.13.  ... 
arXiv:2108.09443v2 fatcat:245c3byhg5htrnmbnoofexzh3u

Geo-DMP: A DTN-Based Mobile Prototype for Geospatial Data Retrieval

Chao Li, Huimei Lu, Yong Xiang, Rui Gao
2019 ISPRS International Journal of Geo-Information  
[91] divides the map recursively into multiple levels by road hierarchy, but this is not enough to reflect administrative features.  ...  To extract the concise mobility pattern of users from their movements for the purpose of routing, we present the "map adaptor" module, which provides real-time regional information based on the product  ... 
doi:10.3390/ijgi9010008 fatcat:ptk2ki2kgreqbnszcnjwwprhyu

An analysis of the graph processing landscape [article]

Miguel E. Coimbra, Alexandre P. Francisco, Luís Veiga
2021 arXiv   pre-print
We provide an overview of different aspects of the graph processing landscape and describe classes of systems based on a set of dimensions we detail.  ...  The value of graph-based big data can be unlocked by exploring the topology and metrics of the networks they represent, and the computational approaches to this exploration take on many forms.  ...  It provides additional flexibility, by allowing the user to relax synchronization of computation.  ... 
arXiv:1911.11624v3 fatcat:t44dfa5cvfbk7exz4s2synm5z4

Interoperability, XML Schema [chapter]

2017 Encyclopedia of GIS  
Unlike most geographical information systems, constraint databases natively support recursive queries using either or both recursive SQL and Datalog.  ...  Furthermore, to cover special cases where shapes evolve over time, the IEvolvingShape interface is provided.  ...  In: ACM SIGMOD workshop on the web and databases, Philadelphia Chen J, Larson RR, Stonebraker M (1992) Interoperability, Technical Metadata and Interoperability, Geospatial Interoperability, XML  ... 
doi:10.1007/978-3-319-17885-1_100625 fatcat:bgxdhdxa4bewzcggrogz56rdpi

An Introduction to Sensor Data Analytics [chapter]

Charu C. Aggarwal
2012 Managing and Mining Sensor Data  
First, we cover recent advances in database systems for managing spatiotemporal data, including index structures and efficient algorithms for processing queries.  ...  As sensor values are a representation of physical processes, it is naturally possible to uncover the following properties: continuity of the sampling processes and correlations between different sampling  ...  Access to computing facilities was provided by the University of Minnesota Supercomputing Institute.  ... 
doi:10.1007/978-1-4614-6309-2_1 fatcat:pfbx566yfzgqpnjcuzonmxr23q

An Interactive Approach for Exploration of Flows Through Direction-Based Filtering

Katerina Vrotsou, Georg Fuchs, Natalia Andrienko, Gennady Andrienko
2017 Journal of Geovisualization and Spatial Analysis  
Flows are challenging to display in a comprehensible manner due to the nature of the data, which are characterized by many crossings and overlaps leading to clutter.  ...  The approach is based on a flow-specific interaction technique for filtering the data by direction, that enables an analyst to successively identify underlying spatial arrangement patterns.  ...  , and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s41651-017-0001-7 fatcat:yr7lrkfyl5ekxmmmvedkfztgze

Technical Program

2022 2022 IEEE International Conference on Consumer Electronics (ICCE)  
Luminance percentile information based creative intent metadata is used to compensate for imagery degradation caused by ambient light.  ...  The paper proposes a high dynamic range (HDR) tone mastering system which dynamically corrects the picture quality based on creative intent metadata to preserve content providers' creative intent in different  ...  It creates new sample images by combining logo entities with different degrees of overlapping.  ... 
doi:10.1109/icce53296.2022.9730380 fatcat:csqu3xqbczgdhpp3hbmvjpt26a

Moving from Theory to Practice

Lisa-Marie Bald, Judith A. Orth, Kathleen M. Hargiss
2016 International Journal of Strategic Technology and Applications  
Continuous professional development that addresses adult learning styles was recommended by the teachers to support technology adoption.  ...  The purpose of this study was to explore professional development options that would help teachers connect theory to practice by studying their decision-making process.  ...  The case study descriptions provided concise details of each participant's experience.  ... 
doi:10.4018/ijsita.2016040103 fatcat:o7ce6y5uyfbm3hspfese4p4dba

Generative neural data synthesis for autonomous systems [article]

Marija Jegorova, University Of Edinburgh, Timothy Hospedales, Michael Mistry, Subramanian Ramamoorthy
2021
We have developed a method capable of generating realistic sonar data of any chosen dimension by image-translation GANs with Markov principle.  ...  This doctoral thesis explores bypassing the aforementioned difficulties by synthesising new realistic and diverse datasets using the Generative Adversarial Network (GAN).  ...  We call this method double-recursive double-discriminator Generative Adversarial Networks (R2D2-GANs, or "R2D2" for the sake of conciseness).  ... 
doi:10.7488/era/1225 fatcat:civkx3o2u5cpda77oojzcc5nb4

Getting Past the Language Gap: Innovations in Machine Translation [chapter]

Rodolfo Delmonte
2012 Mobile Speech and Advanced Natural Language Solutions  
Languages covered by MT have now dramatically increased, covering all European language pairs.  ...  Now the focus is on improvement by reducing error rate as measured by evaluation methods.  ...  Translation memories are (usually commercial) databases of segment translations extracted from a large database of translation examples.  ... 
doi:10.1007/978-1-4614-6018-3_6 fatcat:2njkc6meabhaxosl4wircumfjm

Pattern mining in data streams [article]

TL Thanh Lam Hoang, PME Paul De Bra, TGK Toon Calders
2013
Chapter 4 Mining Large Tiles in a Stream Large tiles in a database are itemsets with the largest area which is defined as the itemset frequency in the database multiplied by its size.  ...  The baseline algorithms for comparison are as follows: • Tile: the original implementation of the tiling database work [27] . This algorithm is originally proposed for a database.  ... 
doi:10.6100/ir762749 fatcat:rqbvj5z645hqdhjkgu5dcobunm

Public health interpretation of trihalomethane blood levels in the United States: NHANES 1999–2004

Judy S Lakind, Daniel Q Naiman, Sean M Hays, Lesa L Aylward, Benjamin C Blount
2009 Journal of Exposure Science and Environmental Epidemiology  
By default, the logrank (Cox 2-sample) test is used, and a logrank function for comparing 2 groups is provided.  ...  To specify that we want plot to cover the full range determined by datadist we use NA by convention > plot(f,Weight=NA,Disp.  ...  This allows estimates to be positioned # sensibly on the x-axis pdo ← cut2(prob.death.ordinal, m=100, levels.mean=T) # Now find 0.9 quantile of prob of death stratified by prob of # death from ordinal  ... 
doi:10.1038/jes.2009.35 pmid:19550438 fatcat:crpmkmo4vbab3jgxepkmjgtoaa
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