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Ontology Instance Linking: Towards Interlinked Knowledge Graphs

Jeff Heflin, Dezhao Song
2016 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
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

Anaïs Mottaz, Yum L. Yip, Patrick Ruch, Anne-Lise Veuthey
2007 Journal of Integrative Bioinformatics  
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

Guillermo Echegoyen, Álvaro Rodrigo, Anselmo Peñas
2019 Revista de Procesamiento de Lenguaje Natural (SEPLN)  
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

Manuel Leone, Stefano Huber, Akhil Arora, Alberto García-Durán, Robert West
2022 Proceedings of the VLDB Endowment  
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

Stephan Wong, Anthony Brandon, Fakhar Anjam, Roel Seedorf, Roberto Giorgi, Zhibin Yu, Nikola Puzovic, Sally A. Mckee, Magnus Sjalander, Luigi Carro, Georgios Keramidas
2011 2011 9th IEEE International Conference on Industrial Informatics  
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]

Stephan Wong, Luigi Carro, Mateus Rutzig, Debora Motta Matos, Roberto Giorgi, Nikola Puzovic, Stefanos Kaxiras, Marcelo Cintra, Giuseppe Desoli, Paolo Gai, Sally A. Mckee, Ayal Zaks
2011 Reconfigurable Computing  
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]

Linjie Deng, Yanxiang Gong, Yi Lin, Jingwen Shuai, Xiaoguang Tu, Yufei Zhang, Zheng Ma, Mei Xie
2018 arXiv   pre-print
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

Nikola Puzovic, Sally A. McKee, Revital Eres, Ayal Zaks, Paolo Gai, Stephan Wong, Roberto Giorgi
2010 2010 IEEE International Conference On Cluster Computing Workshops and Posters (CLUSTER WORKSHOPS)  
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

Kai Sun, Yunqiang Zhu, Jia Song
2019 ISPRS International Journal of Geo-Information  
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

Dominik Filipiak, Anna Fensel, Agata Filipowska
2021 Business Information Systems  
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

Zakia Asad, Mohammad Asad Rehman Chaudhry, David Malone
2016 IEEE Journal on Selected Areas in Communications  
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

Abdelrahman Osman Elfaki, Wahid Rajeh
2022 Zenodo  
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

Allegra Via, Cathryn M Gould, Christine Gemünd, Toby J Gibson, Manuela Helmer-Citterich
2009 BMC Bioinformatics  
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

Santiago Timón-Reina, Mariano Rincón, Rafael Martínez-Tomás
2021 Database: The Journal of Biological Databases and Curation  
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

Judicael A. Zounmevo, Ahmad Afsahi
2012 2012 IEEE 18th International Conference on Parallel and Distributed Systems  
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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