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Ontology Instance Linking: Towards Interlinked Knowledge Graphs
2016
PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE
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In this paper, we first summarize state-of-the-art algorithms in detecting such coreference relationships between ontology instances. ...
In order to facilitate data utilization and consumption in the Semantic Web, without compromising the freedom of people to publish their data, one critical problem is to appropriately interlink such heterogeneous ...
Such speedup is crucial for integrating datasets in the Big Data era. ...
doi:10.1609/aaai.v30i1.9880
fatcat:tcry7rrv3vgenhrzqv22fdrsgi
Mapping protein information to disease terminologies
2007
Journal of Integrative Bioinformatics
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AbstractIn order to improve the accessibility of genomic and proteomic information to medical researchers, we have developed a procedure to link biological information on proteins involved in diseases ...
The method was assessed on a benchmark set of 200 manually mapped disease comment lines. We obtained a recall of 54% for 91% precision. ...
Acknowledgements This work was funded by the Swiss National Science Foundation (grant No 3100A0-113970). We thank Robert Baud for help in ICD-10 resource handling.
6 ...
doi:10.1515/jib-2007-79
fatcat:v6ci6i2b2rhlxgniro3labgflm
Benchmarking Entity Linking for Question Answering over Knowledge Graphs
2019
Revista de Procesamiento de Lenguaje Natural (SEPLN)
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Entity Linking (EL) is the process of anchoring a part of a question to a node (entity) already known in a Knowledge Base (KB). ...
In this paper, we study benchmarks for QA and how they are composed, providing insights about its suitability for a real evaluation about the state of the art in QA, specillay if we want to take into account ...
Acknowledgments This work has been partially funded by the Spanish Research Agency (Agencia Estatal de Investigación) LIHLITH project (PCIN-2017-085/AEI) in the framework of EU ERA-Net CHIST-ERA and RTI2018 ...
dblp:journals/pdln/EchegoyenRP19
fatcat:gvj4eegiujfljmvfa7b7akviza
A Critical Re-evaluation of Neural Methods for Entity Alignment
2022
Proceedings of the VLDB Endowment
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To ensure fairness in evaluation, we homogenize the entity matching modules of neural and nonneural methods. ...
We bridge this gap by performing an in-depth comparison among five carefully chosen representative state-of-the-art methods from the pre-neural and neural era. ...
ACKNOWLEDGMENTS This project was partly funded by the Swiss National Science Foundation (grant 200021_185043), the European Union (TAILOR, grant 952215), and the Microsoft Swiss Joint Research Center. ...
dblp:journals/pvldb/LeoneHAGW22
fatcat:5mes5pt4bndcpb7jj2rujqs6ha
Early results from ERA — Embedded Reconfigurable Architectures
2011
2011 9th IEEE International Conference on Industrial Informatics
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To address these problems, the Embedded Reconfigurable Architectures project (ERA), investigates innovations in both hardware and tools to create next-generation embedded systems. ...
Our design philosophy supports the freedom to flexibly tune all these hardware elements, enabling a better choice of power/performance trade-offs than that afforded by the current state of the art. ...
High-level view of the ERA system. • to benchmark a set of existing mobile applications in order to extract measurable parameters; • to design a supervisor for monitoring the reconfiguration of the hardware ...
doi:10.1109/indin.2011.6034998
fatcat:d2b43ieto5a33lb3svr2swahni
ERA – Embedded Reconfigurable Architectures
[chapter]
2011
Reconfigurable Computing
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To address these problems, the Embedded Reconfigurable Architectures project (ERA), investigates innovations in both hardware and tools to create next-generation embedded systems. ...
Our design philosophy supports the freedom to flexibly tune all these hardware elements, enabling a better choice of power/performance trade-offs than that afforded by the current state of the art. ...
High-level view of the ERA system. • to benchmark a set of existing mobile applications in order to extract measurable parameters; • to design a supervisor for monitoring the reconfiguration of the hardware ...
doi:10.1007/978-1-4614-0061-5_10
fatcat:nliffibv2nevvbqv5f2q2hadzm
Detecting Multi-Oriented Text with Corner-based Region Proposals
[article]
2018
arXiv
pre-print
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representative instance of the input images for training. ...
Experimental results on public benchmarks confirm that the proposed method is capable of achieving comparable performance with the state-of-the-art methods. ...
In the second stage, we design a built-in data augmentation inside the region-wise subnetwork which combines feature extraction and multi-instance learning [34] to find the most representative instance ...
arXiv:1804.02690v1
fatcat:nwhnrnwqhjdvpild3awgmb4k7m
A multi-pronged approach to benchmark characterization
2010
2010 IEEE International Conference On Cluster Computing Workshops and Posters (CLUSTER WORKSHOPS)
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We present a multi-pronged approach to benchmark characterization early in the design cycle. ...
Understanding the behavior of current and future workloads is key for designers of future computer systems. ...
For instance, we rely on compiler tools that give an estimate of the available ILP in the application based on instruction schedules for VLIW and superscalar architectures. ...
doi:10.1109/clusterwksp.2010.5613090
fatcat:f2hj2w242va3vpjy26zb2sme3i
Progress and Challenges on Entity Alignment of Geographic Knowledge Bases
2019
ISPRS International Journal of Geo-Information
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Meanwhile, the generation of benchmark datasets for the entity alignment of GKBs and the applications of this field need to be investigated. ...
Thus, many efforts have been made in this field. This paper initially proposes basic definitions and a general framework for the entity alignment of GKBs. ...
Entity Alignment of Large-Scale GKBs Under the era of geographic big data, the scales of GKBs have become increasingly large, and their structures are more complex, thereby bringing enormous growth in ...
doi:10.3390/ijgi8020077
fatcat:clhm63scdze7ngmipoyxsko2wa
Mapping of ImageNet and Wikidata for Knowledge Graphs Enabled Computer Vision
2021
Business Information Systems
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Knowledge graphs are used as a source of prior knowledge in numerous computer vision tasks. ...
We mapped all 1000 ImageNet labels – 461 were already directly linked with the exact match property (P2888), 467 have exact match candidates, and 72 cannot be matched directly. ...
Acknowledgements This research was co-funded by Interreg Österreich-Bayern 2014-2020 programme project KI-Net: Bausteine f ür KI-basierte Optimierungen in der industriellen Fertigung (grant agreement: ...
doi:10.52825/bis.v1i.65
fatcat:azjqgmybfre6blyg3fp73jg3ea
Greener Data Exchange in the Cloud: A Coding-Based Optimization for Big Data Processing
2016
IEEE Journal on Selected Areas in Communications
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The experimental results employing two of industry standard benchmarks show the advantage of our proposed system compared to a vanilla Hadoop implementation, an in-network combiner, and Combine-N-Code. ...
The rise of the cloud and distributed data-intensive (big data) applications puts pressure on data center networks due to the movement of massive volumes of data. ...
ACKNOWLEDGMENTS The authors would like to thank Kostas Katrinis with IBM Research. ...
doi:10.1109/jsac.2016.2520245
fatcat:22doydhiuzelznle37746s76ie
Decision Support System: Towards constructing a secure decisions bank
2022
Zenodo
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In this paper, a DSSs bank has been suggested, where a decision maker select a decision from group of suitable provided decisions. ...
In business environment, the case could be highly uncertain, or ambiguity which makes decision making process is strenuous. ...
INTRODUCTION AND MOTIVATION The current era is the era of knowledge, where its sources and its ways of obtaining are varying. ...
doi:10.5281/zenodo.6379809
fatcat:uhb3z35bhrfghjuskesyxqj42y
A structure filter for the Eukaryotic Linear Motif Resource
2009
BMC Bioinformatics
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The scores are calibrated on a benchmark set of experimentally verified motif instances compared with a set of random matches. ...
The prediction of novel occurrences of known linear motifs attempts the difficult task of distinguishing functional matches from stochastically occurring non-functional matches. ...
The structure filter Web Service was developed within the framework of the EU Network of Excellence EMBRACE (LHSG-CT-2004-512092). ...
doi:10.1186/1471-2105-10-351
pmid:19852836
pmcid:PMC2774702
fatcat:2krjegnv4rfalhjem57cvfeuxy
An overview of graph databases and their applications in the biomedical domain
2021
Database: The Journal of Biological Databases and Curation
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Because of the interconnected nature of its data, the biomedical domain has been one of the early adopters of graph databases, enabling more natural representation models and better data integration workflows ...
In this work, we survey the literature to explore the evolution, performance and how the most recent graph database solutions are applied in the biomedical domain, compiling a great variety of use cases ...
Within standard benchmarks, the Linked Data Benchmark Council (LDBC) (35) is one of the most consistent works in this topic, and its workloads have been employed and adapted in many benchmarking studies ...
doi:10.1093/database/baab026
pmid:34003247
pmcid:PMC8130509
fatcat:xku5npedwzgs3ayzsuvz6iattq
An Efficient MPI Message Queue Mechanism for Large-scale Jobs
2012
2012 IEEE 18th International Conference on Parallel and Distributed Systems
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We compare our proposal with a linked listbased approach which is not scalable in terms of speed of operation, and with an array-based method which is not scalable in terms of memory consumption. ...
eras. ...
ACKNOWLEDGMENT This work was supported in part by the Natural Sciences and Engineering Research Council of Canada Grant #RGPIN/238964-2011, Canada Foundation for Innovation and Ontario Innovation Trust ...
doi:10.1109/icpads.2012.70
dblp:conf/icpads/ZounmevoA12
fatcat:j73wak2fu5hlzi7jz3oc3we5nm
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