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Automated Semantic Analysis of Schematic Data

Saikat Mukherjee, I. V. Ramakrishnan
2008 World wide web (Bussum)  
Automated semantic analysis of such content facilitates their transformation into machine-processable richly structured semantically annotated data.  ...  This thesis describes techniques for semantic analysis of schematic data characterized by having an implicit schema populated from backend databases Starting with a seed set of hand-labeled instances of  ...  This thesis addresses the relatively unexplored problem of automated semantic analysis of schematic data.  ... 
doi:10.1007/s11280-008-0046-0 fatcat:l5qzb4eccfgcbdemlddastxnrm

LB2CO: A Semantic Ontology Framework for B2C eCommerce Transaction on the Internet

Akanbi Adeyinka K
2014 International Journal of Research in Computer Science  
To overcome the poor semantic integration this research focuses on proposed ontology called LB2CO, which combines the framework of IDEF5 & SNAP as an analysis tool, for automated recommendation of product  ...  Through human semantic interaction with the web resources, machines to interpret the data published in a machine interpretable form under web.  ...  -Data Collection: During data collection, raw data needed for ontology development is acquired. -Data Analysis: Data analysis involves analyzing the data to facilitate ontology extraction.  ... 
doi:10.7815/ijorcs.41.2014.075 fatcat:f4elndcombaxnowxrcpetqx6au

Open-Source Tools and Containers for the Production of Large-Scale S/TEM Datasets

Alexander M Rakowski, Joydeep Munshi, Benjamin Savitzky, Shreyas Cholia, Matthew L Henderson, Maria KY Chan, Colin Ophus
2021 Microscopy and Microanalysis  
The careful semantic labeling maximizes the utility and reusability of the data for other projects, addressing "dark data" issues [5] .  ...  Parameter tuning is a significant roadblock towards the goal of robust and automated analysis of 4D-STEM datasets.  ...  The careful semantic labeling maximizes the utility and reusability of the data for other projects, addressing "dark data" issues [5] .  ... 
doi:10.1017/s1431927621000829 fatcat:e7cqc7ddpfbsldb3wlaqe7pkl4

Collective ontology alignment

Jason B. Ellis, Oktie Hassanzadeh, Kavitha Srinivas, Michael Jeffrey Ward
2013 International Semantic Web Conference  
We designed a novel system called Helix which employs a combination of userdriven and automated techniques to bootstrap the building of a unified semantic model over virtualized data.  ...  Guided navigation -search and navigate to locate results of interest, assisted by suggestions based on semantic and schematic links 2.  ... 
dblp:conf/semweb/EllisHSW13 fatcat:3ifg3scvlfdkhfcefjpknubuty

AtomAI: Open-source software for applications of deep learning to microscopy data

Maxim Ziatdinov, Sergei Kalinin
2021 Microscopy and Microanalysis  
Development of the imaging tools such as scanning transmission electron and probe microscopies (STEM and SPM) in the last decade of the 20th century opened floodgates of imaging data, in the form of images  ...  , movies, and hyperspectral data sets.  ...  graph analysis to the output of the semantic segmentation model.  ... 
doi:10.1017/s1431927621010436 fatcat:n6g6j7ppuncjth4b2uimcg5ggq

Semantically Refining the Groundwater Markup Language (GWML2) with the Help of a Reference Ontology

Torsten Hahmann, Shirly Stephen, Boyan Brodaric
2016 International Conference on GIScience Short Paper Proceedings  
We derive general desiderata for a "good" domain reference ontology in the geosciences and discuss the benefits one can expect from their use for the ontological analysis of geoscience data models.  ...  Markup Language (GWML2), a data model for groundwater information with less detailed formal semantics.  ...  Acknowledgements The authors gratefully acknowledge support for this work obtained from the Maine Economic Improvement Fund and the Groundwater Program of Natural Resources Canada.  ... 
doi:10.21433/b3118cz973mw fatcat:ai3rofrzhbcljgxyqrgpd3qkmy

Semantic Mapping of Component Framework Interface Ontologies for Interoperability of Vehicle Applications

Sangita De, Michael Niklas, Rooney Brian, Juergen Mottok, Premek Brada
2020 Procedia Computer Science  
component framework interface data models when expressed as ontology schemas, based on the exploration of semantic synergies.  ...  To confront this crucial requirement for data interoperability and to increase in effect the reuse of existing components through their interfaces, we propose an approach to semantically map the various  ...  analysis of two different automotive component frameworks interfaces data models [4] [7] .  ... 
doi:10.1016/j.procs.2020.03.151 fatcat:ctorf5fr6jgjtenqozgd5xye6u

Legacy System Integration using a Grammar-Based Transformation System

Guido Menkhaus, Urs Frei
2004 Journal of Computing and Information Technology  
These legacy systems produce structured or semi-structured data that add to the vast amounts of data a company generates every day.  ...  Sequences of transformations allow flexible and effective exchange of data between heterogeneous systems resulting in a single information network.  ...  The structure of the source data determines the order of the global semantic analysis and of the local transformations.  ... 
doi:10.2498/cit.2004.02.04 fatcat:t7xfup6gb5h6le4xrduwemvo6a

Flexible Standardization: Making Interoperability Accessible to Agencies with Limited Resources

Nadine Schuurman
2002 Cartography and Geographic Information Science  
Semantic standardization is an integral part of sharing data for GIS and spatial analysis.  ...  For local government agencies interested in sharing spatial data, however, current interoperability approaches based on object-oriented data models represent idealistic solutions to problems of semantic  ...  I am also indebted to two knowledgeable anonymous referees who made valuable suggestions that improved the quality of this paper.  ... 
doi:10.1559/152304002782008350 fatcat:ficlrezgrjdvlmnhmyangukr2u

Page 217 of American Society of Civil Engineers. Collected Journals Vol. 2, Issue 3 [page]

1988 American Society of Civil Engineers. Collected Journals  
A schematic diagram of the AISD concept is shown in Fig. 1. Data come from two sources.  ...  data validity, statistical data analysis, structural feature identification, matching with data from other logs, etc.).  ... 

AI Driven Road Maintenance Inspection [article]

Ratnajit Mukherjee, Haris Iqbal, Shabbir Marzban, Ahmed Badar, Terence Brouns, Shruthi Gowda, Elahe Arani, Bahram Zonooz
2021 arXiv   pre-print
The proposed methodology uses state-of-the-art computer vision techniques such as object detection and semantic segmentation to automate inspections on primary road structures such as the road surface,  ...  In this work, we propose a detailed methodology to use state-of-the-art techniques in artificial intelligence and computer vision to automate a sizeable portion of the maintenance inspection subtasks and  ...  data.  ... 
arXiv:2106.02567v1 fatcat:5ynzp243irajdfk2j5fdnr2rri

Video Summarization And Video Highlight Selection Tools To Facilitate Fire Incident Management

Florian Vandecasteele, Krishna Kumar, Kenzo Milleville, Steven Verstockt
2019 International Conference on Information Systems for Crisis Response and Management  
This paper reports on the added value of combining different types of sensor data and geographic information for fire incident management.  ...  A survey was launched within the Belgian fire community to explore the need of added value and the use of new types of sensor data during a fire incident.  ...  Besides the automated selecting of the keyframes, we propose a semantic querying system that allows to manually find the most related frames.  ... 
dblp:conf/iscram/VandecasteeleKM19 fatcat:62qtv7fodzh6rh4bp5vzmxwtgq

Generating Multidimensional Schemas from the Semantic Web

Oscar Romero, Alberto Abelló
2007 International Conference on Advanced Information Systems Engineering  
With these premises, our approach falls into the Semantic Web research area, where ontologies play a key role to provide a common vocabulary describing the meaning of relevant terms and relationships among  ...  One of the most promising areas where to apply our method is the Semantic Web. Fig. 1 . 1 Fig. 1. An schematic view of the method proposed  ...  Our Method In this section we expose an schematic view of our method composed by three well-differentiated steps (see figure 1 ): First step: It looks for potential subjects of analysis (i.e.  ... 
dblp:conf/caise/RomeroA07 fatcat:726clgqdr5h4jbpnwq5m7itxnq

Integrating engineering design and analysis using a multi-representation approach

Russell S. Peak, Robert E. Fulton, Ichirou Nishigaki, Noriaki Okamoto
1998 Engineering with Computers  
Priority has been given to the class of problems termed routine analysis -the regular use of established analysis models in product design.  ...  Object and constraint graph techniques provide modularity and rich semantics.  ...  ABB SMM Ψ , between itself and the neutral finite element SMM, instead of a mapping for each vendorspecific SMM (Fig. 16 ).  ... 
doi:10.1007/bf01213584 fatcat:ivpyrr5nnjaczlijbujee4sm5a

Semantic Earth Observation Data Cubes

Hannah Augustin, Martin Sudmanns, Dirk Tiede, Stefan Lang, Andrea Baraldi
2019 Data  
We are introducing the concept of a semantic EO data cube as an advancement of state-of-the-art EO data cubes.  ...  The main challenge in the big EO analysis domain is producing information from EO data, because numerical, sensory data have no semantic meaning; they lack semantics.  ...  The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.  ... 
doi:10.3390/data4030102 fatcat:wlg3at3sbneq3a55yd2q4gpz5y
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