Filters








21,878 Hits in 3.2 sec

Semi-supervised Persian font recognition

Maryam Bahojb Imani, Mohamad Reza Keyvanpour, Reza Azmi
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cx3f4s3qmfe6bg4qvuy2cxezyu" style="color: black;">Procedia Computer Science</a> </i> &nbsp;
In this paper, we apply majority vote approach to classify the unlabeled data to reliable and unreliable classes.  ...  Then, we add the reliable data to training set and classify the remaining data including unreliable data in iterative process.  ...  Acknowledgement This work is supported by Education & Research Institute for ICT (ERICT) under grant number 8971/500.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2010.12.057">doi:10.1016/j.procs.2010.12.057</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hsjonhfxqrfl3lpi5ihbnmxu3e">fatcat:hsjonhfxqrfl3lpi5ihbnmxu3e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190303062911/https://core.ac.uk/download/pdf/82464989.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/25/7d/257dc184175e4f00e3b48c7ee9ccb20cff6f7f13.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2010.12.057"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Bayesian Learning of Causal Relationships for System Reliability [article]

Xuewen Yu, Jim Q. Smith, Linda Nichols
<span title="2020-02-14">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we will demonstrate how some aspects of established causal methodology can be translated via trees, and more specifically chain event graphs, into domain of reliability theory to help the  ...  However within the discipline of reliability, although causation is a key concept in this field, there has been much less theoretical attention.  ...  The prediction in terms of transition probabilities is also improved by 0.16.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.06084v1">arXiv:2002.06084v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ampkai2uzja3phe3co476sf6dm">fatcat:ampkai2uzja3phe3co476sf6dm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321222254/https://arxiv.org/ftp/arxiv/papers/2002/2002.06084.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.06084v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Drug-target interaction prediction using semi-bipartite graph model and deep learning

Hafez Eslami Manoochehri, Mehrdad Nourani
<span title="2020-07-06">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/n5zrklrhlzhtdorf4rk4rmeo3i" style="color: black;">BMC Bioinformatics</a> </i> &nbsp;
We have then used a graph labeling method for vertex ordering in our graph embedding process.  ...  We model the problem as a semi-bipartite graph in which we are able to use drug-drug and protein-protein similarity in a drug-protein network.  ...  In another study, Xia et al. proposed NetLapRLS which is a semi-supervised learning method for DTI prediction [15] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12859-020-3518-6">doi:10.1186/s12859-020-3518-6</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32631230">pmid:32631230</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cmydc7eh4veobkvn4o2dfqba64">fatcat:cmydc7eh4veobkvn4o2dfqba64</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200723174830/https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-020-3518-6" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5a/37/5a37436af0aa285f98447bc140aaf47530913a17.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12859-020-3518-6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Knowledge graph refinement: A survey of approaches and evaluation methods

Heiko Paulheim, Philipp Cimiano
<span title="2016-12-06">2016</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pcapks3huberdozbvfqowysuly" style="color: black;">Semantic Web Journal</a> </i> &nbsp;
Those graphs are often constructed from semi-structured knowledge, such as Wikipedia, or harvested from the web with a combination of statistical and linguistic methods.  ...  In the recent years, different web knowledge graphs, both free and commercial, have been created.  ...  or semi-automatic means.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/sw-160218">doi:10.3233/sw-160218</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uiicnh2nbnev5j4ixum23hzila">fatcat:uiicnh2nbnev5j4ixum23hzila</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190227172441/http://pdfs.semanticscholar.org/93b6/329091e215b9ef007a85c07635f09e7b8adb.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/93/b6/93b6329091e215b9ef007a85c07635f09e7b8adb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/sw-160218"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Federated Data Science to Break Down Silos [Vision] [article]

Essam Mansour, Kavitha Srinivas, Katja Hose
<span title="2021-11-25">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
for efficient search and, in the ideal case, even allows for combining and defining pipelines across platforms in a federated manner.  ...  In doing so, KEK addresses the so far neglected challenge of actually finding artifacts that are semantically related and that can be combined to achieve a certain goal.  ...  KEK Interface Services For non-technical users, KEK provides question answering over DSKGs, automatically decide a data model for formalizing the results, and generate explanations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.13186v1">arXiv:2111.13186v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nod5jc3ppzashjqzir2l7yzm5q">fatcat:nod5jc3ppzashjqzir2l7yzm5q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211130072947/https://arxiv.org/pdf/2111.13186v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7f/ba/7fba3100768fa3aac0fbf961d5e894b2f629e6e6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.13186v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Injection of automatically selected DBpedia subjects in electronic medical records to boost hospitalization prediction

Raphaël Gazzotti, Catherine Faron-Zucker, Fabien Gandon, Virginie Lacroix-Hugues, David Darmon
<span title="2020-03-29">2020</span> <i title="ACM"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uo6yx5jpgnf2zl7mkrumytd4ti" style="color: black;">Proceedings of the 35th Annual ACM Symposium on Applied Computing</a> </i> &nbsp;
predicting hospitalization.  ...  Variations in the annotations of these texts in terms of coverage and abstraction may be due to the chosen annotation methods and the knowledge graphs, and may lead to very different performances in the  ...  In [11] , we studied the contributions of different knowledge graphs (ATC, ICPC-2, NDF-RT, Wikidata and DBpedia) for hospitalization prediction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3341105.3373932">doi:10.1145/3341105.3373932</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sac/GazzottiFGLD20.html">dblp:conf/sac/GazzottiFGLD20</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/say5to7lcfa3nak6kegnegvbba">fatcat:say5to7lcfa3nak6kegnegvbba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200510183430/https://hal.archives-ouvertes.fr/hal-02389918/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a8/42/a84214ebcb0a7182571096ff05efc336932d2a98.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3341105.3373932"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

The reliability of automatic measurement of left ventricular function with dual-source computed tomography datasets

G. J. de Jonge, P. M. A. van Ooijen, P. A. van der Vleuten, D. D. Lubbers, J. H. Kasemier, G. H. de Bock, M. Oudkerk
<span title="2009-07-09">2009</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y352pep6tjcphcqt3p6tv3d7se" style="color: black;">European Radiology</a> </i> &nbsp;
For clinical use, one should be aware of the clinical impact of possible segmentation flaws when (semi-)automatic LV function assessment is used.  ...  Abstract The purpose of the study was to assess the reliability of (semi-) automatic left ventricular (LV) function measurements using three different software packages on the same dual-source computed  ...  Acknowledgements The authors would like to thank Stella Noach and Mieneke Rook for reviewing this manuscript and Wim Tukker for his technical support.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00330-009-1506-3">doi:10.1007/s00330-009-1506-3</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19588147">pmid:19588147</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nhezu4appbdb7nmlbp5xz4sodq">fatcat:nhezu4appbdb7nmlbp5xz4sodq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190331095952/https://core.ac.uk/download/pdf/148229920.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/93/a4/93a4d93916ea2c7f8714193c0ad2879553a045cf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00330-009-1506-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Validation of a semi-automatic image analysis system to age squids and its application to ageIllex coindetiistatoliths

A GONZALEZ
<span title="">1998</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jrtzh7qinjh6vpxteqatr6bowa" style="color: black;">ICES Journal of Marine Science</a> </i> &nbsp;
The semi-automatic counts predicted mantle lengths (ML) more precisely than did the manual counts. Significant differences were found between the two counting methods.  ...  Linear regression models using both the manual and semi-automatic growth increment counts successfully predicted the true age of the test statoliths to a high degree of accuracy and precision and fully  ...  Acknowledgements We would like to thank members of the Graduate School of Oceanography, University of Rhode Island, for their assistance and helpful criticism. The known-age  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1006/jmsc.1997.0343">doi:10.1006/jmsc.1997.0343</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/us6txi4x5rho3llnoayzkfache">fatcat:us6txi4x5rho3llnoayzkfache</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170820143930/http://digital.csic.es/bitstream/10261/26189/1/535.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/89/b5/89b5c4ed36594f931ff23a9054e9e82e7b7533a7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1006/jmsc.1997.0343"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender Systems [article]

Yan Lyu, Sunhao Dai, Peng Wu, Quanyu Dai, Yuhao Deng, Wenjie Hu, Zhenhua Dong, Jun Xu, Shengyu Zhu, Xiao-Hua Zhou
<span title="2022-02-23">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Accurate recommendation and reliable explanation are two key issues for modern recommender systems.  ...  To better support the studies of causal inference and further explanations in recommender systems, we propose a novel semi-synthetic data generation framework for recommender systems where causal graphical  ...  Most of these models focus on user-item rating prediction tasks, but often omit the underlying causes behind users' ratings and lack reliable explanations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2202.11351v1">arXiv:2202.11351v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sapdj6jvlrgfhowzyqpkr3af2m">fatcat:sapdj6jvlrgfhowzyqpkr3af2m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220519081733/https://arxiv.org/pdf/2202.11351v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e6/08/e60800464ca711f861d9fb5a29ab1b5222d2b6cf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2202.11351v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Drug discovery with explainable artificial intelligence

José Jiménez-Luna, Francesca Grisoni, Gisbert Schneider
<span title="">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/v66j35cgxvajrnw3y4tkpw4ine" style="color: black;">Nature Machine Intelligence</a> </i> &nbsp;
prediction 11 and macromolecular target identification 12,13 .  ...  Providing informative explanations alongside the mathematical models aims to (1) render the underlying decision-making process  ...  Zhang et al. 148 have recently proposed a Bayesian treatment of a semi-supervised graph neural network for uncertainty-calibrated predictions of molecular properties, such as the melting point and aqueous  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s42256-020-00236-4">doi:10.1038/s42256-020-00236-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nlkwpc2jvvhcblmiulbdzzxaiq">fatcat:nlkwpc2jvvhcblmiulbdzzxaiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201215234520/https://www.nature.com/articles/s42256-020-00236-4.pdf?error=cookies_not_supported&amp;code=6249f2b3-5d14-4e54-876c-0bf04b8ec400" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6d/bf/6dbf952d566831d8c3f2a982a91bef324ec30069.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s42256-020-00236-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> nature.com </button> </a>

Dedalo: Looking for Clusters Explanations in a Labyrinth of Linked Data [chapter]

Ilaria Tiddi, Mathieu d'Aquin, Enrico Motta
<span title="">2014</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
While the efforts put in the interpretation process can be reduced with the support of Linked Data, how to automatically access the right piece of knowledge in such a big space remains an issue.  ...  We present Dedalo, a framework which is able to exploit Linked Data to generate explanations for clusters.  ...  Conclusions and future Work In this work we presented Dedalo, an ILP-inspired approach that automatically produces explanations for clusters using Linked Data as background knowledge.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-07443-6_23">doi:10.1007/978-3-319-07443-6_23</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bkpyscie7rfedkidyowrpk2b3i">fatcat:bkpyscie7rfedkidyowrpk2b3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151002074755/http://2014.eswc-conferences.org/sites/default/files/papers/paper_127.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4f/55/4f5567ee1151bcc4d1cd55e3ce29df31e524c374.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-07443-6_23"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Drug discovery with explainable artificial intelligence [article]

José Jiménez-Luna, Francesca Grisoni, Gisbert Schneider
<span title="2020-07-02">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Deep learning bears promise for drug discovery, including advanced image analysis, prediction of molecular structure and function, and automated generation of innovative chemical entities with bespoke  ...  There is a demand for 'explainable' deep learning methods to address the need for a new narrative of the machine language of the molecular sciences.  ...  Zhang et al. 68 have recently proposed a Bayesian treatment of a semi-supervised graph-neural network for uncertaintycalibrated predictions of molecular properties, such as the melting point and aqueous  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.00523v2">arXiv:2007.00523v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vwbm5ctaengetbsrkqjf54hoei">fatcat:vwbm5ctaengetbsrkqjf54hoei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200710051603/https://arxiv.org/pdf/2007.00523v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d3/a8/d3a857a4bccf9a23b2d1e523c89456de728403b3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.00523v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A brief introduction to weakly supervised learning

Zhi-Hua Zhou
<span title="2017-08-25">2017</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u4bdhpukkbe3ncikyibr6q4x7e" style="color: black;">National Science Review</a> </i> &nbsp;
Thus, it is desirable for machine-learning techniques to work with weak supervision.  ...  Supervised learning techniques construct predictive models by learning from a large number of training examples, where each training example has a label indicating its ground-truth output.  ...  In contrast, semi-supervised learning attempts to automatically exploit unlabeled data in addition to labeled data to improve learning performance, where no human intervention is assumed.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/nsr/nwx106">doi:10.1093/nsr/nwx106</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k4kkqubjabck5kk72fl5ahmq7u">fatcat:k4kkqubjabck5kk72fl5ahmq7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503135633/https://watermark.silverchair.com/nwx106.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAAjQwggIwBgkqhkiG9w0BBwagggIhMIICHQIBADCCAhYGCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQMA7SZQ4KSgWHD3DwqAgEQgIIB5yCzEbMpW8U2MlTKe-LSQK9Fmry1rGmeKedFetrbh8dgw1LMxz_3_6e2jB7jzEAgVbHFTUXFFAJI3IX3efuS58UKuN4L00B7VG31cPwmcPG6-VAZI-_qVtADub11do5gQofM7pkljY_HUcq8vrF7O1XIrTS5A0DvQOQVZ2PXGTHqX0FWkadSbTXtk18sKs_iwhk8Qx3I7gO_f5NkKD1P2nH4IGIZZir4R-bqm9xiYa0VKM1p0a2u2R8R3-isTSTXb5aAry26_UUciy6mYgZVVdXCUVxyja3C1ipyFdxhkFqCtcrhkI6WqvrN8BB3hkZyrKf0kI3A-2T59Q8RFMzUOepg0ztNOcUbE2uE-rWZVug1na3D5jDIcpdnW6eNnOzV2034PV2vfaVCG5e7XyF8wygs_xTET9HhtuxTObe2xn2KJ74cfkTYErvzQXx9iSEmpILSwXANQLpk_M209ZDJ67HhBrP304RHdhrr0QV9pttn4u-xv3gC6WMxPf5pSzgcnVoAYG7faLHanJGH-Q7trg-NvUXZYfwRl5ai0ECwUzdDD62NQawBXlNkrycbpeQNpoCdbhadsuOcTAg7hUK03Ks6-hHwemctMjCRVuI2aJc83j1sd8xSRZ42fNfjZ-s-frkRRmD0tkY" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/61/82/6182413ba608fc60926a878470ee0e1324fdee26.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/nsr/nwx106"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> oup.com </button> </a>

Livelayer: A Semi-Automatic Software Program for Segmentation of Layers and Diabetic Macular Edema in Optical Coherence Tomography Images [article]

Mansooreh Montazerin, Zahra Sajjadifar, Elias Khalili Pour, Hamid Riazi-Esfahani, Tahereh Mahmoudi, Hossein Rabbani, Hossein Movahedian, Alireza Dehghani, Mohammadreza Akhlaghi, Rahele Kafieh
<span title="2021-02-15">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we wish to address this need by designing a semi-automatic software program for applying reliable segmentation of 8 different macular layers as well as outlining retinal pathologies such  ...  The software accommodates a novel graph-based semi-automatic method, called "Livelayer" which is designed for straightforward segmentation of retinal layers and fluids.  ...  Meanwhile, the "Auto Layer Segmentation" tab is responsible for the software's main algorithm, a graph-based semi-automatic segmentation, termed "Livelayer".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2003.05916v3">arXiv:2003.05916v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4peepnyxdnckfi2n7y2sida2b4">fatcat:4peepnyxdnckfi2n7y2sida2b4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210217224457/https://arxiv.org/ftp/arxiv/papers/2003/2003.05916.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/63/17/6317d1df4bd4394bee0767165a4c6bdc35ae3109.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2003.05916v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Automating Computer Science Ontology Extension with Classification Techniques

Natasha C. Santosa, Jun Miyazaki, Hyoil Han
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
This study aims to achieve a fully automatic ontology extension. We propose a novel "Direct" approach for extending an existing Computer Science Ontology (CSO).  ...  This semantically represented information is helpful for tasks such as document classification and item recommendation in recommender systems.  ...  In their work, they also applied link prediction methods for developing three predictive indicators of technological convergence. Still in the scope of Wikipedia for graph, Ni et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3131627">doi:10.1109/access.2021.3131627</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cxgkerhggrafvmd7rc4vj4tzgq">fatcat:cxgkerhggrafvmd7rc4vj4tzgq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211205224919/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09628111.pdf?tp=&amp;arnumber=9628111&amp;isnumber=6514899&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/95/2c/952c04d7fd636b745b4387300209ed5d9d1e03bb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3131627"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>
&laquo; Previous Showing results 1 &mdash; 15 out of 21,878 results