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Travel Mode Choice Prediction Using Deep Neural Networks with Entity Embeddings

Yixuan Ma, Zhenji Zhang
<span title="">2020</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;
We propose deep neural networks with entity embeddings for travel mode choice prediction.  ...  Experiments using the London travel dataset show that deep neural networks with entity embedding technique outperform neural networks with other encoding techniques, as well as tree-based models.  ...  Jin for providing valuable individual travel mode choice-sets data, and the anonymous reviewers for comments and suggestions to help improve and clarify this manuscript.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2985542">doi:10.1109/access.2020.2985542</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/y2g3tvarkbb4hg6hvk6spdofuy">fatcat:y2g3tvarkbb4hg6hvk6spdofuy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201108005708/https://ieeexplore.ieee.org/ielx7/6287639/8948470/09056556.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/1a/b1/1ab127ea815b8749d659a44d436f537ae17e852f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2985542"> <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>

VCIP 2020 Index

<span title="2020-12-01">2020</span> <i title="IEEE"> 2020 IEEE International Conference on Visual Communications and Image Processing (VCIP) </i> &nbsp;
Disparity compensation of light fields for improved efficiency in 4D transform-based encoders Tian, Qi Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition Timmerer, Christian  ...  Anomaly Detection Using Open Data Fil and Domain Adaptation Li, Guorong CSCNet: A Shallow Single Column Network fo Crowd Counting Li, Hao Attribute Mix: Semantic Data Augmentation for Fine Grained  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/vcip49819.2020.9301896">doi:10.1109/vcip49819.2020.9301896</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bdh7cuvstzgrbaztnahjdp5s5y">fatcat:bdh7cuvstzgrbaztnahjdp5s5y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210105234653/https://ieeexplore.ieee.org/ielx7/9301747/9301748/09301896.pdf?tp=&amp;arnumber=9301896&amp;isnumber=9301748&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/25/ad/25ad6bc8038c7153c18c5e98fc8bf3e4c6a888fd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/vcip49819.2020.9301896"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Deep Neural Networks for the Classification of Bank Marketing Data using Data Reduction Techniques

<span title="2019-09-30">2019</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3sfifsouvjgadp4gfj54u3z2ku" style="color: black;">International journal of recent technology and engineering</a> </i> &nbsp;
A deep neural network classification algorithm based on Backpropagation has been developed to perform classification on both the data sets.  ...  It has been found that the deep neural network classifier outperforms the existing classifiers in terms of accuracy  ...  Deep Neural Network Classification Algorithm Backpropagation Technique [1, 15, 22] has been used as the underlying classification algorithm for the deep neural network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijrte.c5522.098319">doi:10.35940/ijrte.c5522.098319</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ujd2jatr75avtabk7stjaow77i">fatcat:ujd2jatr75avtabk7stjaow77i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200210165548/https://www.ijrte.org/wp-content/uploads/papers/v8i3/C5522098319.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/aa/9c/aa9c4279bb995c9277eb2be7265d4c143fe3d9c1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijrte.c5522.098319"> <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>

Spatial Component Models with Artificial Neural Networks for Spatially Constrained Regionalization

Michael Govorov, Giedrė Beconytė, Gennady Gienko
<span title="2019-07-15">2019</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y2bdnk2myrclhe5zhr4a3ehaem" style="color: black;">Abstracts of the International Cartographic Association</a> </i> &nbsp;
</strong> The authors have investigated into different geostatistical point data modeling approaches for regionalization purposes that employ the Artificial Neural Network (ANN) techniques.  ...  For regionalization, we take into consideration the non-stationarity and autocorrelation properties of the spatial data.</p>  ...  deep neural networks with Bayesian probabilistic approaches to model uncertainty.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/ica-abs-1-99-2019">doi:10.5194/ica-abs-1-99-2019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wiqz4m4np5cgjjg7wdkucueiqe">fatcat:wiqz4m4np5cgjjg7wdkucueiqe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200213014332/https://www.abstr-int-cartogr-assoc.net/1/99/2019/ica-abs-1-99-2019.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/59/a8/59a82f4a52ff667b8620d45ed971a70c0b625f43.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/ica-abs-1-99-2019"> <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>

Intent Detection for code-mix utterances in task oriented dialogue systems [article]

Pratik Jayarao, Aman Srivastava
<span title="2018-12-07">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Our aim is to find the best suitable combination of vector representation and models for the process of intent detection for Code Mix utterances. we have evaluated the experiments on two different datasets  ...  We thus conduct experiments across combinations of models and various vectors representations for Code Mix as well as multi language utterances and evaluate how these models scale to a multi language environment  ...  Thus we implement Neural Networks inspired models alongside their variations such as Deep Neural Networks, Recurrent Neural Networks, GRUs, LSTMs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1812.02914v1">arXiv:1812.02914v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2qqkbduxsfgh3feuh562sp2rji">fatcat:2qqkbduxsfgh3feuh562sp2rji</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191028230111/https://arxiv.org/pdf/1812.02914v1.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/0b/33/0b335b47a6281cd03497d2c9b176ca96e41a6cad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1812.02914v1" 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>

Multi-attention mechanism based on gate recurrent unit for English text classification

Haiying Liu
<span title="2018-07-13">2018</span> <i title="European Alliance for Innovation n.o."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y4l63sf5djh4zowjsurq6fija4" style="color: black;">EAI Endorsed Transactions on Scalable Information Systems</a> </i> &nbsp;
Experimental results on public data sets show that this model has better classification performance for long English texts with hierarchical structure.  ...  Aiming at the advantages and disadvantages of current deep learning-based English text classification methods in long text classification, this paper proposes an English text classification model, which  ...  [16] obtained good results by using the recurrent neural network based on long and short-term memory (LSTM) to encode text.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4108/eai.27-1-2022.173166">doi:10.4108/eai.27-1-2022.173166</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fxpgzgjrjrhwtenix36fgq7lqm">fatcat:fxpgzgjrjrhwtenix36fgq7lqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220202183015/https://eudl.eu/pdf/10.4108/eai.27-1-2022.173166" 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/44/c1/44c1662b8a989fbac30abe8925c1fc8b6c15d868.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4108/eai.27-1-2022.173166"> <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>

Prediction of Breast Cancer, Comparative Review of Machine Learning Techniques and their Analysis

Noreen Fatima, Li Liu, Hong Sha, Haroon Ahmed
<span title="">2020</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;
Deep learning techniques such as Stack Sparse Auto Encoder (SSAE), Sparse Auto Encoder (SAE) and Convolutional Neural Network (CNN) were used for the error free detection of breast cancer using mammograms  ...  For breast cancer predictions, major machine learning algorithms are as follow: A. ARTIFICIAL NEURAL NETWORK (ANN) Artificial Neural Network [28] is a common algorithm for data mining process.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3016715">doi:10.1109/access.2020.3016715</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s7vtalybfzga3olr6zkml6n6vi">fatcat:s7vtalybfzga3olr6zkml6n6vi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200815073029/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09167200.pdf?tp=&amp;arnumber=9167200&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/6a/1c/6a1cfee69b37b2d3448c030f86032cb214478df4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3016715"> <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>

2020 Index IEEE Transactions on Cognitive and Developmental Systems Vol. 12

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ebf5qcn4yrdcnjbbdfccmlscme" style="color: black;">IEEE Transactions on Cognitive and Developmental Systems</a> </i> &nbsp;
., +, TCDS Sept. 2020 511-518 Zero-Shot Classification Based on Multitask Mixed Attribute Relations and Attribute-Specific Features.  ...  ., +, TCDS Sept. 2020 461-473 Zero-Shot Classification Based on Multitask Mixed Attribute Relations and Attribute-Specific Features.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcds.2020.3044690">doi:10.1109/tcds.2020.3044690</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yfo6c366aramfdltqegqyqphbq">fatcat:yfo6c366aramfdltqegqyqphbq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210116034605/https://ieeexplore.ieee.org/ielx7/7274989/9286937/09319596.pdf?tp=&amp;arnumber=9319596&amp;isnumber=9286937&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/73/da/73dac5af91ac7e1f1f118721b0ce553c12192744.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcds.2020.3044690"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Real-Time Object Recognition Using Deep-Learning

Herman Khalid Omar, Shahad Fauzi Mohammed, Rana Adib Khisro
<span title="2021-05-08">2021</span> <i title="Nawroz University"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cybouigbyrcklbtjnhaxfox6ei" style="color: black;">Academic Journal of Nawroz University</a> </i> &nbsp;
The proposed algorithm got accurate result, for the doctor's tools the accuracy was 95.8 %, for the engineer's tools was 98.3 % and for mix of them was approximately 94.1 %.  ...  Finally, this approach has been created this project to save time and effort for the users instead of searching on a specific tool that they need about its name, how to use so we tried to facility this  ...  with Deep Convolutional Neural Networks (CNNs) [14] as a combination of convolutional and fully connected neural networks applied with data augmentation and training techniques [15] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.25007/ajnu.v10n2a1073">doi:10.25007/ajnu.v10n2a1073</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xzprgi5ux5dztip3qfxtglqrh4">fatcat:xzprgi5ux5dztip3qfxtglqrh4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210509052437/https://journals.nawroz.edu.krd/index.php/ajnu/article/download/1073/559" 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/0e/4a/0e4aea8284b66a1c19b51089379d18b1c5a455cd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.25007/ajnu.v10n2a1073"> <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>

Multi-hop assortativities for networks classification [article]

Leonardo Gutierrez Gomez, Jean-Charles Delvenne
<span title="2018-09-14">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Results reveal that our assortativity based features are competitive providing highly accurate results often outperforming state of the art methods for the network classification task.  ...  For example, in chemoinformatics one might want to detect whether a molecule is toxic based on structure and atomic types, or discover the research field of a scientific collaboration network.  ...  Acknowledgment We thank Marco Saerens, Leto Peel and Roberto D'Ambrosio for helpful discussions and suggestions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.06253v1">arXiv:1809.06253v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fgynj2jqtfhjjn3wzeuf2texdq">fatcat:fgynj2jqtfhjjn3wzeuf2texdq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191026223839/https://arxiv.org/pdf/1809.06253v1.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/2e/8a/2e8a6aed4e6ec42668d874bd4216e6316347df42.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.06253v1" 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>

Cooking Is All About People: Comment Classification On Cookery Channels Using BERT and Classification Models (Malayalam-English Mix-Code) [article]

Subramaniam Kazhuparambil
<span title="2020-07-22">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this work, we have evaluated top-performing classification models for classifying comments which are a mix of different combinations of English and Malayalam (only English, only Malayalam and Mix of  ...  However, volume of comments coupled with spam and limited tools for comment classification makes it virtually impossible for a creator to go through each and every comment and gather constructive feedback  ...  Finally, Section 6 describes the main conclusion and offers suggestions for future work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.04249v3">arXiv:2007.04249v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ybtcazsgmzaidgbkgachlriioy">fatcat:ybtcazsgmzaidgbkgachlriioy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200730082721/https://arxiv.org/pdf/2007.04249v3.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/2007.04249v3" 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>

Clustering Mixed Data Based on Density Peaks and Stacked Denoising Autoencoders

Baobin Duan, Lixin Han, Zhinan Gou, Yi Yang, Shuangshuang Chen
<span title="2019-02-01">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nzoj5rayr5hutlurimhzyjlory" style="color: black;">Symmetry</a> </i> &nbsp;
mixed data.  ...  First, the transformed categorical attributes by one-hot encoding technique and normalized numerical attributes are input to a stacked denoising autoencoders to learn the internal feature representations  ...  Acknowledgments: The authors thank Kyunghyun Cho for sharing his deepmat toolbox that provided convenience for this work, and also thank the reviewers and editors for giving us constructive suggestions  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/sym11020163">doi:10.3390/sym11020163</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yfvzlxto3nbv5n42v5r73me3qy">fatcat:yfvzlxto3nbv5n42v5r73me3qy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190505190831/https://res.mdpi.com/symmetry/symmetry-11-00163/article_deploy/symmetry-11-00163-v2.pdf?filename=&amp;attachment=1" 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/b1/b8/b1b80928159986b2b6c032a6c826636eff8c4067.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/sym11020163"> <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>

Interpolation Consistency Training for Semi-supervised Learning

Vikas Verma, Alex Lamb, Juho Kannala, Yoshua Bengio, David Lopez-Paz
<span title="">2019</span> <i title="International Joint Conferences on Artificial Intelligence Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vfwwmrihanevtjbbkti2kc3nke" style="color: black;">Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence</a> </i> &nbsp;
We introduce Interpolation Consistency Training (ICT), a simple and computation efficient algorithm for training Deep Neural Networks in the semi-supervised learning paradigm.  ...  In classification problems, ICT moves the decision boundary to low-density regions of the data distribution.  ...  Further, I give an overview of various Deep Neural Networks for graph structured data ( such as Recurrence based Graph Neural Networks, Auto-encoder based Graph Neural Networks and Convolution based Graph  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24963/ijcai.2019/504">doi:10.24963/ijcai.2019/504</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ijcai/VermaLKBL19.html">dblp:conf/ijcai/VermaLKBL19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bucjagfaybei5boup7b56yqngu">fatcat:bucjagfaybei5boup7b56yqngu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428044432/https://aaltodoc.aalto.fi/bitstream/handle/123456789/59150/isbn9789526401607.pdf;jsessionid=85B6AB4BD6BD30138F1E3BAC4B7A3429?sequence=1" 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/fb/a7/fba78941b2f83b497d1f4ac9e2a405456c6bd8dc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24963/ijcai.2019/504"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Intrusion Detection using Machine Learning and Deep Learning

<span title="2019-11-30">2019</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3sfifsouvjgadp4gfj54u3z2ku" style="color: black;">International journal of recent technology and engineering</a> </i> &nbsp;
A number of techniques came into existence to detect the intrusions on the basis of machine learning and deep learning procedures.  ...  With the increase in usage of networking technology and the Internet, Intrusion detection becomes important and challenging security problem.  ...  An Auto-encoder has an encoder, a decoder. Their combination comprises a deep network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijrte.d9999.118419">doi:10.35940/ijrte.d9999.118419</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nc5iw6tmbzh7pbtzuzcfhtxoxi">fatcat:nc5iw6tmbzh7pbtzuzcfhtxoxi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191224012732/https://www.ijrte.org/wp-content/uploads/papers/v8i4/D9999118419.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/07/27/07277fbca3a8495c65773776334ee8ed503cdd52.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijrte.d9999.118419"> <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>

Neural Networks for Entity Matching: A Survey

Nils Barlaug, Jon Atle Gulla
<span title="2021-04-12">2021</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gvg3htf2zjex5j7pnaz4tzal6a" style="color: black;">ACM Transactions on Knowledge Discovery from Data</a> </i> &nbsp;
We also discuss contributions from deep learning in entity matching compared to traditional methods, and propose a taxonomy of deep neural networks for entity matching.  ...  In recent years, we have seen new methods based upon deep learning techniques for natural language processing emerge.  ...  We thank the reviewers for valuable feedback and Carl F. Straumsheim for proofreading.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3442200">doi:10.1145/3442200</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/odcz4lompjh3pghjzcpjhoeb2u">fatcat:odcz4lompjh3pghjzcpjhoeb2u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715203358/https://ntnuopen.ntnu.no/ntnu-xmlui/bitstream/handle/11250/2755473/Neural+Networks+for+Entity+Matching+-+A+Survey.pdf?sequence=1" 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/5f/86/5f86cebbc6bb0aba9187e3f8a57774fe8c4a35fa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3442200"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>
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