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SesameBERT: Attention for Anywhere [article]

Ta-Chun Su, Hsiang-Chih Cheng
2019 arXiv   pre-print
In addition, although self-attention networks are well-known for their ability to capture global dependencies, room for improvement remains in terms of emphasizing the importance of local contexts.  ...  In light of these advantages and disadvantages, this paper proposes SesameBERT, a generalized fine-tuning method that (1) enables the extraction of global information among all layers through Squeeze and  ...  Our Gaussianblurring method focuses on learning local contexts while maintaining a high ability to capture long-range dependencies.  ... 
arXiv:1910.03176v1 fatcat:nsd6ckeeafcfvcsayebhwihi5m

Learning to match ontologies on the Semantic Web

AnHai Doan, Jayant Madhavan, Robin Dhamankar, Pedro Domingos, Alon Halevy
2003 The VLDB journal  
Given two ontologies, for each concept in one ontology GLUE finds the most similar concept in the other ontology.  ...  We describe GLUE, a system that employs machine learning techniques to find such mappings.  ...  In Section 7.4 we identify the reasons that prevent GLUE from identifying the remaining mappings.  ... 
doi:10.1007/s00778-003-0104-2 fatcat:wn2zdc2msnfg5b66ki2pdzgb2y

Comparative Analysis of Ontology Alignment Methodology

Said Rabah Azzam, Shikun Zhou
2013 International Journal of Multimedia and Image Processing  
Context based searches is always the area which admires by different researchers. Ontology hence, is the way to develop such a semantic web.  ...  Thus interoperability between different classes can be maintained in order to optimize the context based searches.  ...  It is the approach in a way to avoid medications rather relying on Prevention.  ... 
doi:10.20533/ijmip.2042.4647.2013.0022 fatcat:zxkip5v4onhl5mdxk4bbat3wdm

Ontology Matching: A Machine Learning Approach [chapter]

AnHai Doan, Jayant Madhavan, Pedro Domingos, Alon Halevy
2004 Handbook on Ontologies  
In response to the above challenge, we have developed GLUE, a system that employs learning techniques to semi-automatically create semantic mappings between ontologies.  ...  Hence, the development of tools to assist in the ontology matching process has become crucial for the success of a wide variety of information management applications.  ...  Acknowledgments We thank Phil Bernstein, Geoff Hulten, Natasha Noy, Rachel Pottinger, Matt Richardson, Pradeep Shenoy, and a host of anonymous reviewers for their invaluable comments.  ... 
doi:10.1007/978-3-540-24750-0_19 fatcat:n66mjtrdrfftdehrevjk66szse

Research on the Application of Mobile Robot in Timber Structure Architecture

Lu Wang, Tao Zhang, Hiroatsu Fukuda, Yi Leng
2022 Sustainability  
construction experiment of a wooden building using this construction method.  ...  The involvement of robots in building construction is already a global trend.  ...  progress and attempting to find solutions for robotic participation in building on-site construction [9] .  ... 
doi:10.3390/su14084681 fatcat:74tiixlzrvflxp6ssd7nt2mc4i

Context-aware saliency detection

Stas Goferman, Lihi Zelnik-Manor, Ayellet Tal
2010 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition  
In image retargeting we demonstrate that using our saliency prevents distortions in the important regions.  ...  We propose a new type of saliency -context-aware saliency -which aims at detecting the image regions that represent the scene.  ...  Acknowledgements: This work was supported by the Fund for the Promotion of Research at the Technion and by the Ollendorff Foundation.  ... 
doi:10.1109/cvpr.2010.5539929 dblp:conf/cvpr/GofermanZT10 fatcat:s4ovl23dq5hwdj4jcsopqrmrau

Design-time verification of component-based embedded systems with respect to extra-functional properties

Juraj Feljan
2011 Proceedings of the 16th international workshop on Component-oriented programming - WCOP '11  
Employing component-based software engineering and model-driven development for the development of embedded systems can facilitate this early verification.  ...  In this paper we present our planned research on early analysis of component-based embedded systems, which enables avoiding designs infeasible with respect to constraints on timing and resource consumption  ...  When being able to analyze a particular mapping, and leverage an iterative analysis process, we plan to develop a method for automatically finding a "good enough" mapping, based on a trade-off between  ... 
doi:10.1145/2000292.2000300 fatcat:trhnnladyjg4rntfgc6dohbp5i

On the Effectiveness of Impedance-Based Fingerprint Presentation Attack Detection

Jascha Kolberg, Daniel Gläsner, Ralph Breithaupt, Marta Gomez-Barrero, Jörg Reinhold, Arndt von Twickel, Christoph Busch
2021 Sensors  
Based on a dataset comprising 42 different PAI species, the results showed remarkable performance in detecting most attack presentations with an APCER = 2.89% in a user-friendly scenario specified by a  ...  Within the last few decades, the need for subject authentication has grown steadily, and biometric recognition technology has been established as a reliable alternative to passwords and tokens, offering  ...  In general, all partitions were split into non-overlapping training and test sets to guarantee a fair evaluation of the proposed fingerprint PAD method.  ... 
doi:10.3390/s21175686 pmid:34502576 pmcid:PMC8433742 fatcat:sn7j6cuunfbt7lgk75blmozdcm

The art of body mapping: A methodological guide for social work researchers

Michelle Skop
2016 Aotearoa New Zealand Social Work  
Ten participants completed in-depth interviews, while 25 participants engaged in body mapping, an arts-based research method, within a series of focus group sessions.  ...  The latter method for data collection is the focus of this article.  ...  s (2012) manual details body mapping as a research method in the context of individual interviews.  ... 
doi:10.11157/anzswj-vol28iss4id295 fatcat:cequ67wv6ncorpm7kvbmoi66um

Unification-based Reconstruction of Multi-hop Explanations for Science Questions [article]

Marco Valentino, Mokanarangan Thayaparan, André Freitas
2021 arXiv   pre-print
While existing approaches for multi-hop reasoning build explanations considering each question in isolation, we propose a method to leverage explanatory patterns emerging in a corpus of scientific explanations  ...  This paper presents a novel framework for reconstructing multi-hop explanations in science Question Answering (QA).  ...  Conclusion This paper proposed a framework for explanation reconstruction that is built upon the notion of explanatory unification in scientific explanation.  ... 
arXiv:2004.00061v2 fatcat:frbarxnsgbfarh3lbaguvbweuq

Augmented reality (AR) of historic environments: Representation of Parion Theater, Biga, Turkey

Derya Güleç Özer, Takehiko Nagakura, Nikolaos Vlavianos
2016 A/Z ITU journal of Faculty of Architecture  
The paper uses MULTIRAMA, a method previously developed by ARC Team (MIT) in 2013, which aims to represent the "unseen" to such users by documenting and visualising the site for use in this user-friendly  ...  There is a need for a high-tech visualization of cultural heritage because it is important to share and visualize data for such users as historians, archaeologists, architects, tourists and so on.  ...  We would like to thank Omer Ozturk and Mustafa Yildizli for their contributions in the field work.  ... 
doi:10.5505/itujfa.2016.66376 fatcat:xnuk4ojeh5e7ffrkfpsbpk5jkm

Instance-Based Ontology Matching by Instance Enrichment

Balthasar Schopman, Shenghui Wang, Antoine Isaac, Stefan Schlobach
2012 Journal on Data Semantics  
In this paper we discuss a method that enables IBOM to be used on two disjoint datasets, thus making it far more generically applicable.  ...  In practice, however, instances are often associated with concepts of a single ontology only, rendering IBOM rarely applicable.  ...  In [16] we argued that the meaning of a mapping depends strongly on the context and the purpose of the application of a mapping.  ... 
doi:10.1007/s13740-012-0011-z fatcat:qyclrbqi6reg3ibiu7wpjw6sla

Integrated material practice in free-form timber structures

Tom Svilans, Mette Ramsgaard Thomsen, Martin Tamke
2021 Zenodo  
Integrated material practice in free-form timber structures is a practice-led research project at CITA (Centre for IT and Architecture) that develops a digitally-augmented material practice around glue-laminated  ...  of glue-laminated timber structures and seeks a means to link industrial timber fabrication with early-stage architectural design through the application of comp [...]  ...  The research acknowledges that there are many architectural practices and many industrial timber fabricators with an equally large diversity of methods and approaches.  ... 
doi:10.5281/zenodo.4545123 fatcat:z4u5ikmtmnbdnj4zl4c4exteyu

A pragmatic approach to mapping the open biomedical ontologies

Deendayal Dinakarpandian, Tuanjie Tong, Yugyung Lee
2007 International Journal of Bioinformatics Research and Applications  
In addition, it is important to understand how ontologies as a whole overlap and how they could be clustered based on the relationships between them.  ...  There is a n urgent need for a mechanism to build interoperability between the growing number of ontologies developed by different groups.  ...  Our focus in this paper has been not on the accuracy of concept level mapping per se, but a framework for how to abstract concept level mapping to an ontology level representation and the benefits thereof  ... 
doi:10.1504/ijbra.2007.015007 pmid:18048196 fatcat:vmbmwgtg7vallprbq5fmxur6ta

Evaluating ontology mapping techniques: An experiment in public safety information sharing

Siddharth Kaza, Hsinchun Chen
2008 Decision Support Systems  
In the past few years, there has been a thrust on the seamless interoperability of systems in these agencies.  ...  However, there has been little study of ontology mapping techniques in this domain.  ...  Lessons learned The tools developed in the ontology mapping domain have focused on four primary methods to determine mappings between various elements of ontologies.  ... 
doi:10.1016/j.dss.2007.12.007 fatcat:44kmkj7msndqzf4a4bsqs7q3nq
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