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LATTE: Latent Type Modeling for Biomedical Entity Linking [article]

Ming Zhu, Busra Celikkaya, Parminder Bhatia, Chandan K. Reddy
<span title="2020-01-20">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
However, fine-grained type information is usually not available in biomedical domain.  ...  Thus, we propose LATTE, a LATent Type Entity Linking model, that improves entity linking by modeling the latent fine-grained type information about mentions and entities.  ...  Acknowledgments This work was supported in part by the US National Science Foundation grants IIS-1619028 and IIS-1838730.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1911.09787v2">arXiv:1911.09787v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aye5j375zjd2pafrjtljno7nz4">fatcat:aye5j375zjd2pafrjtljno7nz4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200909000612/https://arxiv.org/pdf/1911.09787v2.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/90/ed/90ed510bb550caf5778cf5064254ec2f08ca458f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1911.09787v2" 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>

LATTE: Latent Type Modeling for Biomedical Entity Linking

Ming Zhu, Busra Celikkaya, Parminder Bhatia, Chandan K. Reddy
<span title="2020-04-03">2020</span> <i title="Association for the Advancement of Artificial Intelligence (AAAI)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wtjcymhabjantmdtuptkk62mlq" style="color: black;">PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE</a> </i> &nbsp;
However, fine-grained type information is usually not available in biomedical domain.  ...  Thus, we propose LATTE, a LATent Type Entity Linking model, that improves entity linking by modeling the latent fine-grained type information about mentions and entities.  ...  Acknowledgments This work was supported in part by the US National Science Foundation grants IIS-1619028 and IIS-1838730.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1609/aaai.v34i05.6526">doi:10.1609/aaai.v34i05.6526</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vlbsmqdxfndzpeft4tws4ya5y4">fatcat:vlbsmqdxfndzpeft4tws4ya5y4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201105235022/https://www.aaai.org/ojs/index.php/AAAI/article/download/6526/6382" 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/f2/90/f2901857ac7fe21d8aa79e93ecb2276c3badfd88.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1609/aaai.v34i05.6526"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Annotating and detecting phenotypic information for chronic obstructive pulmonary disease

Meizhi Ju, Andrea Short, Paul Thompson, Nawar Diar Bakerly, Georgios Gkoutos, Loukia Tsaprouni, Sophia Ananiadou
<span title="2019-04-26">2019</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ytu3lvo4xfephcw5hv4cesfdmy" style="color: black;">JAMIA Open</a> </i> &nbsp;
network-based named entity recognizer to detect fine-grained COPD phenotypic information.  ...  The importance of our corpus for developing methods to extract fine-grained information about COPD phenotypes is demonstrated through its successful use to train a layered BiLSTM-CRF network to extract  ...  They also thank Piotr Przybyła for his help with the visualization of the annotations in the corpus.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/jamiaopen/ooz009">doi:10.1093/jamiaopen/ooz009</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31984360">pmid:31984360</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6951876/">pmcid:PMC6951876</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6wgkcujklrfqbfcs5imvxiop4q">fatcat:6wgkcujklrfqbfcs5imvxiop4q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200428170307/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC6951876&amp;blobtype=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/0c/1b/0c1b348e0e575fcf5a8fae1171540717076472be.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/jamiaopen/ooz009"> <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> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6951876" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Similar Cases Recommendation using Legal Knowledge Graphs [article]

Jaspreet Singh Dhani, Ruchika Bhatt, Balaji Ganesan, Parikshet Sirohi, Vasudha Bhatnagar
<span title="2021-07-10">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
While the use of knowledge graphs for distant supervision in NLP tasks is well researched, using knowledge graphs for downstream graph tasks like node similarity presents challenges in selecting node types  ...  In this demo, we describe our solution for predicting similar nodes in a case graph derived from our legal knowledge graph.  ...  This work was done in partial fulfillment of the Master's degree of the first two authors at the University of Delhi. We also thank IBM's Global Remote Mentorship program for their support.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.04771v1">arXiv:2107.04771v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/awllnkm63vgmbe7hzydvihcgwi">fatcat:awllnkm63vgmbe7hzydvihcgwi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210714135124/https://arxiv.org/pdf/2107.04771v1.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/ac/54/ac54c5def38ceecc41afd3ba25ffa618b3f62c7a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.04771v1" 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>

Bringing Semantic Structures to User Intent Detection in Online Medical Queries [article]

Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu
<span title="2017-10-22">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The healthcare status, complex medical information needs of patients are expressed diversely and implicitly in their medical text queries.  ...  We observe an 8% relative improvement in AUC and 23% relative reduction in coverage error by comparing the proposed model with the best baseline model for the concept transition inference task on real-world  ...  Furthermore, the fine-grained AUC scores on all concept transitions without micro/macro-averaging are shown in Table 3 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1710.08015v1">arXiv:1710.08015v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5djnyekw5jgzvk3pfj4yxzogeu">fatcat:5djnyekw5jgzvk3pfj4yxzogeu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200825104047/https://arxiv.org/pdf/1710.08015v1.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/9c/21/9c215af6ca65c58950dcdb8c74c3dee8217d21fb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1710.08015v1" 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>

Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterogeneous Networks [article]

Ping Wang, Khushbu Agarwal, Colby Ham, Sutanay Choudhury, Chandan K. Reddy
<span title="2021-03-21">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We also interpret the semantic association matrix and provide its utility and relevance in making successful link predictions between heterogeneous nodes in the network.  ...  We first pre-train our model in a self-supervised manner by introducing higher-order semantic associations and masking nodes, and then fine-tune our model for a specific link prediction task.  ...  ACKNOWLEDGMENTS This work was supported in part by the US National Science Foundation grant IIS-1838730, Amazon AWS cloud computing credits, and Pacific Northwest National Laboratory under DOE-VA-21831018920  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.11192v3">arXiv:2007.11192v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k2em3gretzd7fkdjrrvyi5k5pm">fatcat:k2em3gretzd7fkdjrrvyi5k5pm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210325015824/https://arxiv.org/pdf/2007.11192v3.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/80/9e/809e3442dd9223aaf3bc888ce3c88931777dd5af.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.11192v3" 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>

Feature Selection for Predicting Surgical Outcomes

M.C. Tremblay, D.J. Berndt, J. Studnicki
<span title="">2006</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zlnwsi4sefbkvlcgv2zcupjqum" style="color: black;">Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS&#39;06)</a> </i> &nbsp;
Predictive models based on neural networks and support vector machines are presented. .  ...  Decision trees, regression, and histograms are used for feature selection, transformation, and data reduction.  ...  A neural network (NN) can be used to extract patterns and detect complex trends.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hicss.2006.183">doi:10.1109/hicss.2006.183</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/hicss/TremblayBS06.html">dblp:conf/hicss/TremblayBS06</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w43vjspie5d6pcocitcqnx6j5m">fatcat:w43vjspie5d6pcocitcqnx6j5m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170819142752/https://www.computer.org/csdl/proceedings/hicss/2006/2507/05/250750093a.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/67/72/6772a52a54d4d4c96a7852e9d2b648e638a8a614.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/hicss.2006.183"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

2020 Index IEEE Transactions on Computational Social Systems Vol. 7

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rvn2xzfq2reqrjeaoogq3wwjke" style="color: black;">IEEE Transactions on Computational Social Systems</a> </i> &nbsp;
., +, TCSS Feb. 2020 141-150 Automatic Concept Extraction Based on Semantic Graphs From Big Data in Smart City.  ...  Dai, W., +, TCSS June 2020 780-789 Detection of Malicious Social Bots Using Learning Automata With URL Features in Twitter Network.  ...  Automatic Concept Extraction Based on Semantic Graphs From Big Data in Smart City. Qiu, J., +, TCSS Feb. 2020  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcss.2021.3054444">doi:10.1109/tcss.2021.3054444</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ypymnkmdgvelbbbuzmueg4ywiq">fatcat:ypymnkmdgvelbbbuzmueg4ywiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210501175045/https://ieeexplore.ieee.org/ielx7/6570650/9321768/09352988.pdf?tp=&amp;arnumber=9352988&amp;isnumber=9321768&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/ec/d7/ecd739d906c9556da002d75b50d9459afa1120ba.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcss.2021.3054444"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Dynamically Reconfigurable BbNN Architecture for Scalable Neuroevolution in Hardware

Alberto García, Rafael Zamacola, Andrés Otero, Eduardo de la Torre
<span title="2020-05-13">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ikdpfme5h5egvnwtvvtjrnntyy" style="color: black;">Electronics</a> </i> &nbsp;
It is based on the block-based neural network model, integrated with an evolutionary algorithm that optimizes the weights and the topology of the network simultaneously.  ...  Differently to the state-of-the-art, the proposed implementation makes use of advanced dynamic and partial reconfiguration features to reconfigure the network during evolution and, if required, to adapt  ...  The funding sponsors had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, and in the decision to publish the results.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics9050803">doi:10.3390/electronics9050803</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dxomdh3eezhkrh3vrvoprun6uy">fatcat:dxomdh3eezhkrh3vrvoprun6uy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200710082120/https://res.mdpi.com/d_attachment/electronics/electronics-09-00803/article_deploy/electronics-09-00803-v2.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/46/6c/466cbed32c0f2c97960803079536218f993ffaf3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics9050803"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Learning a faceted customer segmentation for discovering new business opportunities at Intel [article]

Itay Lieder, Meirav Segal, Eran Avidan, Asaf Cohen, Tom Hope
<span title="2019-11-27">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In today's complex technological and commercial landscape, there is need for intelligent automation supporting a fine-grained understanding of businesses in order to help SMG sift through millions of companies  ...  We focus on two key customer aspects that are essential for finding relevant opportunities: industry segments (ranging from broad verticals such as healthcare, to more specific fields such as 'video analytics  ...  In today's complex technological and commercial landscape, there is need for intelligent automation supporting a fine-grained understanding of businesses in order to help SMG sift through millions of companies  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1912.00778v1">arXiv:1912.00778v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4ab6b2v7hna2zijnxdt7pzohx4">fatcat:4ab6b2v7hna2zijnxdt7pzohx4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200908070855/https://arxiv.org/pdf/1912.00778v1.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/40/f6/40f619e10c35f7d4967e7a74d3c2b82ca381ba9b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1912.00778v1" 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>

Neurotechnology and Psychiatric Biomarkers [chapter]

William J.
<span title="2012-01-20">2012</span> <i title="InTech"> Biomedical Science, Engineering and Technology </i> &nbsp;
The electrical signals produced by neural networks are believed to contain information about the neural network structure on several scales in the vicinity of the EEG sensor (Raghavendra et al., 2009;  ...  In the context of time series analysis, the concept of entropy is relevant.  ...  pluripotent stem cells to fix genetic diseases by regenerative approaches, polymeric drug conjugates for improving the efficacy of anticancer drugs, and genetic modification of animals for agricultural use  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/19457">doi:10.5772/19457</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ajjzf3j4bra33df2nmfplqxbjm">fatcat:ajjzf3j4bra33df2nmfplqxbjm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200318202844/https://repository.usfca.edu/cgi/viewcontent.cgi?article=1090&amp;context=nursing_fac" 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/23/05/230535e357c7e81d224d484c25e7ab30417e8198.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/19457"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

From Blackbox to Explainable AI in Healthcare: Existing Tools and Case Studies

Parvathaneni Naga Srinivasu, N. Sandhya, Rutvij H. Jhaveri, Roshani Raut, Saqib Hakak
<span title="2022-06-13">2022</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/khqygtfojnby3jyh5obuwd7ko4" style="color: black;">Mobile Information Systems</a> </i> &nbsp;
The future perspective of XAI in healthcare will assist in obtaining research insight in the healthcare domain.  ...  The toolkits used in local and global post hoc explainability and the multiple techniques for explainability pertaining the Rational, Data, and Performance explainability are discussed in the current study  ...  Figure 7 represents the XAI-based EWS model using neural network models to forecast the illness.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/8167821">doi:10.1155/2022/8167821</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mwylmanbyfceldffi4szlyze3u">fatcat:mwylmanbyfceldffi4szlyze3u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220617065731/https://downloads.hindawi.com/journals/misy/2022/8167821.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/17/50/175091208e8f0bf2eaed36f38d699f8418a4620c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/8167821"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

What You See is What it Means! Semantic Representation Learning of Code based on Visualization and Transfer Learning [article]

Patrick Keller and Laura Plein and Tegawendé F. Bissyandé and Jacques Klein and Yves Le Traon
<span title="2020-02-07">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We propose the WYSIWIM ("What You See Is What It Means") approach where visual representations of source code are fed into powerful pre-trained image classification neural networks from the field of computer  ...  We further use these patterns to address the outstanding challenge of identifying semantic code clones.  ...  Availability: All experimental data as well as the source code of WySiWiM is open sourced in an anonymous repository: https://github.com/wysiwim/wysiwim  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.02650v1">arXiv:2002.02650v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bxvh22y75rekxmuezkx3bdwfhu">fatcat:bxvh22y75rekxmuezkx3bdwfhu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321165652/https://arxiv.org/pdf/2002.02650v1.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/2002.02650v1" 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>

Towards Ubiquitous Intelligent Computing: Heterogeneous Distributed Deep Neural Networks

Zongpu Zhang, Tao Song, Liwei Lin, Yang Hua, Xufeng He, Zhengui Xue, ruhui ma, haibing Guan
<span title="">2018</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zfau6furxjhwdi5ecdqcdfbrbq" style="color: black;">IEEE Transactions on Big Data</a> </i> &nbsp;
We first introduce the neural networks used in the our evaluation system in §4.1.  ...  Some examples showing the relationship between coarse-grained classes and the fine-grained are illustrated in Figure 3 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tbdata.2018.2880978">doi:10.1109/tbdata.2018.2880978</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m2ct6xffrjfzbconngpy2xojxe">fatcat:m2ct6xffrjfzbconngpy2xojxe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200309235414/https://pureadmin.qub.ac.uk/ws/files/161710307/TBD_2018.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/a8/4e/a84e88f614882e12455cdfbb8e81190ea1074971.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tbdata.2018.2880978"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Machine and cognitive intelligence for human health: systematic review

Xieling Chen, Gary Cheng, Fu Lee Wang, Xiaohui Tao, Haoran Xie, Lingling Xu
<span title="2022-02-12">2022</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mkrnpcnuxraprbvqo4hu6naxfy" style="color: black;">Brain Informatics</a> </i> &nbsp;
modeling for clinical or biomedical text mining, artificial neural networks and logistic regression for prediction, and convolutional neural networks and support vector machines for monitoring and classification  ...  There are several promising topics, for example, random forests, support vector machines, and conventional neural networks for disease detection and diagnosis, semantic Web, ontology mining, and topic  ...  machine*", "decision tree*", "random forest", "neural network*", and "artificial neural network".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40708-022-00153-9">doi:10.1186/s40708-022-00153-9</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/35150379">pmid:35150379</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8840949/">pmcid:PMC8840949</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/whia7d7zyze5rd6susl54ozcqq">fatcat:whia7d7zyze5rd6susl54ozcqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220421051119/https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-022-00153-9.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/e9/41/e9410e9d684f6c20d368e136e5a57b97d34cf2dd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40708-022-00153-9"> <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> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8840949" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>
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