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Hierarchical Contaminated Web Page Classification Based on Meta Tag Denoising Disposal

Xiang Song, Yi Zhu, Xuemei Zeng, Xingshu Chen, Habib Ullah Khan
<span title="2021-11-16">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sdme5pnua5auzcsjgqmqefb66m" style="color: black;">Security and Communication Networks</a> </i> &nbsp;
We choose the top-down method for hierarchical classification to improve the prediction efficiency.  ...  Web page classification is critical for information retrieval.  ...  To solve the problem of classification efficiency, this paper proposed a web page classification method based on meta tag text such as the Title and the Description.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/2470897">doi:10.1155/2021/2470897</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qcacimvrgra4xdlfgfot4gp5vi">fatcat:qcacimvrgra4xdlfgfot4gp5vi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220116142148/https://downloads.hindawi.com/journals/scn/2021/2470897.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/42/fa/42fa3bd412c169ce978655ec5c8e0b4420139a54.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/2470897"> <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>

DL-PER: Deep Learning Model for Chinese Prehospital Emergency Record Classification

Xu Zhang, Haifang Zhang, Feng Tian, Long Sheng
<span title="">2022</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;
A weighted text convolutional neural network (WTextCNN) improves this model's local text feature extraction capability.  ...  Then, we use a bidirectional long and short-term memory (BiLSTM) model to obtain text features from a global perspective.  ...  It may be because BiLSTM has difficulty extracting local text features from deep levels.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2022.3179685">doi:10.1109/access.2022.3179685</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hu33pmimibaxdbraqj623gj35e">fatcat:hu33pmimibaxdbraqj623gj35e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220612190931/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09788571.pdf?tp=&amp;arnumber=9788571&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/61/00/61001d0e77e2934e0d5b107df980d6c0b185e6a7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2022.3179685"> <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>

Efficient Sentimental Analysis Using Ensemble Learning for Big Data

Anith Ashok, Dr. Sandeep Monga
<span title="2022-05-31">2022</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
To make model suitable for real world and to handle big data, the model is deployed on Apache Spark.  ...  In this work, a sentiment prediction model for standford and Amazon data is proposed. The proposed model utilizes ensemble learning and clustering approaches for sentiment prediction.  ...  [11] proposed a new sentiment-based meta-level features for effective sentiment analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2022.42245">doi:10.22214/ijraset.2022.42245</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x2ifpo3g7jdjvdbtbskgu62vjm">fatcat:x2ifpo3g7jdjvdbtbskgu62vjm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220520201711/https://www.ijraset.com/best-journal/efficient-sentimental-analysis-using-ensemble-learning-for-big-data" 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/27/83/27835502b5ff90160cc2f3a2f7628934ccce9557.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2022.42245"> <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>

Arabic Sentiment Analysis with Optimal Combination of Features Selection and Machine Learning Approaches

Bilal Sabri, Saidah Saad
<span title="2016-09-05">2016</span> <i title="Maxwell Scientific Publication Corp."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/itifugluyrhulokjxf64yqrfey" style="color: black;">Research Journal of Applied Sciences Engineering and Technology</a> </i> &nbsp;
Most of the research work on sentiment analysis was focused on the texts in the English language.  ...  the N-gram model and the Meta-classifier approach) for the implementation of sentiment classification in the Arabic language.  ...  The selection process brings positive effects, improving the scalability, efficiency and accuracy of the text classifier.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19026/rjaset.13.2956">doi:10.19026/rjaset.13.2956</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/shy532foynf3bndoegm5qf5wxm">fatcat:shy532foynf3bndoegm5qf5wxm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190226044128/http://pdfs.semanticscholar.org/68d0/b4d48d6ec657d70c5b6574f406c3828b421f.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/68/d0/68d0b4d48d6ec657d70c5b6574f406c3828b421f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.19026/rjaset.13.2956"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Study on Anthropomorphic Animal Characters Search System Visualization for UX Design

Young-Suk Lee
<span title="2014-12-30">2014</span> <i title="Korea Multimedia Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qh6pwvxgsvfjtgydwmknbgobiy" style="color: black;">Journal of Korea Multimedia Society</a> </i> &nbsp;
To this end, meta data were utilized herein to elevate the search efficiency of multimedia information and text information.  ...  This paper presents to design User eXperience(UX) of anthropomorphic animal characters search system (hereinafter, AACSS) for efficient user search.  ...  Through the mammalian classification, it is designed for a user to easily realize the position of each animal on the animal classification system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9717/kmms.2014.17.12.1521">doi:10.9717/kmms.2014.17.12.1521</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bdw7mkt6traufgqede3fwayoku">fatcat:bdw7mkt6traufgqede3fwayoku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430122550/http://www.ndsl.kr/soc_img/society/kmtd/MTMDCW/2014/v17n12/MTMDCW_2014_v17n12_1521.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/c5/ad/c5ad054717563c771a23f80aa17d48244192dcac.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9717/kmms.2014.17.12.1521"> <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>

Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis

Sérgio Canuto, Marcos André Gonçalves, Fabrício Benevenuto
<span title="">2016</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/puezkhxc3rggrgb456avsvxi34" style="color: black;">Proceedings of the Ninth ACM International Conference on Web Search and Data Mining - WSDM &#39;16</a> </i> &nbsp;
representation (by up to 16%) but is also superior in most cases to state-ofart meta-level features previously proposed in the literature for text classification tasks that do not take into account some  ...  Experiments performed with a substantial number of datasets (nineteen) demonstrate that the effectiveness of the proposed sentiment-based meta-level features is not only superior to the traditional bag-of-word  ...  Meta-Level Features for Text Classification Meta-features have been proposed to improve the effectiveness of text classification.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2835776.2835821">doi:10.1145/2835776.2835821</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wsdm/CanutoGB16.html">dblp:conf/wsdm/CanutoGB16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/igse7dbpkjebzp2qq56xogawhu">fatcat:igse7dbpkjebzp2qq56xogawhu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830032142/https://s3-us-west-2.amazonaws.com/ai2-s2-public/wsdm-pdfs/p53-canuto.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/d3/36/d3366fce3084d4506e8f802c33b368927d789005.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2835776.2835821"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Hybrid Model using Stack-Based Ensemble Classifier and Dictionary Classifier to Improve Classification Accuracy of Twitter Sentiment Analysis

Sangeeta Rani
<span title="2020-07-25">2020</span> <i title="The World Academy of Research in Science and Engineering"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/l2ghh6vzxbh45awjxwipefhnue" style="color: black;">International Journal of Emerging Trends in Engineering Research</a> </i> &nbsp;
implemented on this enhanced feature set.  ...  In the present research, a hybrid model based on stack based ensemble classifiers and dictionary based classifier is used for tweet classification as positive and negative.  ...  Ensemble is performed at two levels one at feature selection level and other at classifier level.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.30534/ijeter/2020/02872020">doi:10.30534/ijeter/2020/02872020</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z6k4ia4bdre4pj7g6j4herm4rm">fatcat:z6k4ia4bdre4pj7g6j4herm4rm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220224075507/http://www.warse.org/IJETER/static/pdf/file/ijeter02872020.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/8f/36/8f36a04e23d9952dc61e1602027a8ca814d6590f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.30534/ijeter/2020/02872020"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Novel Multi-View Ensemble Learning Architecture to Improve the Structured Text Classification

Carlos Adriano Gonçalves, Adrián Seara Vieira, Célia Talma Gonçalves, Rui Camacho, Eva Lorenzo Iglesias, Lourdes Borrajo Diz
<span title="2022-06-01">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dmr4kpn2yreovpdxpdiqtjcrnu" style="color: black;">Information</a> </i> &nbsp;
To test its efficiency for full text classification, a technique has been implemented where the views correspond to the document sections.  ...  For classification and prediction, we use a stacking generalization based on the idea that different learning algorithms provide complementary explanations of the data.  ...  To test its efficiency for full text classification, in this work, a novel stacking technique where the views correspond to the document sections is proposed.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/info13060283">doi:10.3390/info13060283</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jljg4sbgfrckfdiwp6ruyuvaya">fatcat:jljg4sbgfrckfdiwp6ruyuvaya</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220608223322/https://mdpi-res.com/d_attachment/information/information-13-00283/article_deploy/information-13-00283.pdf?version=1654075952" 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/3f/0e3f88848cb4ba9c838dbd466fa9604ff7e182ad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/info13060283"> <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>

Ensemble of feature sets and classification algorithms for sentiment classification

Rui Xia, Chengqing Zong, Shoushan Li
<span title="2011-03-15">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ozlq63ehnjeqxf6cuxxn27cqra" style="color: black;">Information Sciences</a> </i> &nbsp;
Second, three well-known text classification algorithms, namely naï ve Bayes, maximum entropy and support vector machines, are employed as base-classifiers for each of the feature sets.  ...  In this paper, we make a comparative study of the effectiveness of ensemble technique for sentiment classification.  ...  Introduction Text classification has been one of the key tools to automatically handle and organize text information for decades.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ins.2010.11.023">doi:10.1016/j.ins.2010.11.023</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z4mxmo4hufggdhkzwgn7fu46ue">fatcat:z4mxmo4hufggdhkzwgn7fu46ue</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809150433/http://nlpr-web.ia.ac.cn/cip/ZongPublications/2011/2011.02%20Information%20Science,%20XIA%20Rui.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/84/88/848848a8a03a1100f726179f024b36d43cc38cd7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ins.2010.11.023"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Generating Concept Hierarchies from Text for Intelligence Analysis [chapter]

Jenq-Haur Wang, Chien-Chung Huang, Jei-Wen Teng, Lee-Feng Chien
<span title="">2004</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Other research on texts focuses on classifying the whole text into categories. However, texts might be diverse in subjects and suffer from classification accuracy.  ...  It is important to automatically extract key information from sensitive text documents for intelligence analysis.  ...  The feature vectors obtained are used for both class model creation and concept classification.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-25952-7_8">doi:10.1007/978-3-540-25952-7_8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uhm45uttlzadxe2xt37ngngsg4">fatcat:uhm45uttlzadxe2xt37ngngsg4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20070724150055/http://wkd.iis.sinica.edu.tw/~lfchien/publication/p100-Wang.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/4d/34/4d344b96ef621ffd2e2ca156a2de2b8390eb31b3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-25952-7_8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Multi-View Learning for Web Spam Detection [article]

Ali Hadian, Behrouz Minaei-Bidgoli
<span title="2013-07-24">2013</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Therefore, spam pages should be removed using an effective and efficient spam detection system.  ...  Previous methods for web spam classification used several features from various information sources (page contents, web graph, access logs, etc.) to detect web spam.  ...  They also wish to thank Hadi Sharifi, Amin Nikookaran, and Ali Shirvani for their collaboration.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1305.3814v2">arXiv:1305.3814v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t7b6osiq6zezdoeuch7uqydkyu">fatcat:t7b6osiq6zezdoeuch7uqydkyu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929105810/https://arxiv.org/pdf/1305.3814v1.pdf" title="fulltext PDF download [not primary version]" 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] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1a/ae/1aae410e16864607a5b452d03af252ba829d7125.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1305.3814v2" 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>

Assessing the Influence Level of Food Safety Public Opinion with Unbalanced Samples Using Ensemble Machine Learning

Bo Song, Kefan Shang, Junliang He, Wei Yan, Xiaobo Qu
<span title="2022-02-14">2022</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw4azkpu65d2thmrwfkoawyxse" style="color: black;">Scientific Programming</a> </i> &nbsp;
In this paper, we model the assessment of public opinion influence as a text classification task.  ...  Assessing the public opinion on food safety events constitutes an important job of government regulators.  ...  Text Classification for Public Opinion Assessment. Text classification plays an important role in public opinion assessment.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/8971882">doi:10.1155/2022/8971882</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lohfxmieyjeajfqhujxkpqncbi">fatcat:lohfxmieyjeajfqhujxkpqncbi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220423101213/https://downloads.hindawi.com/journals/sp/2022/8971882.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/5c/9a/5c9addddb6a9f46144d90608722149ff12406765.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/8971882"> <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>

Adaptive Region Embedding for Text Classification

Liuyu Xiang, Xiaoming Jin, Lan Yi, Guiguang Ding
<span title="2019-07-17">2019</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;
We extensively evaluate our method on 8 benchmark datasets for text classification.  ...  Deep learning models such as convolutional neural networks and recurrent networks are widely applied in text classification.  ...  We also thank reviewers for their constructive comments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1609/aaai.v33i01.33017314">doi:10.1609/aaai.v33i01.33017314</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mtqapyzujfacdkkdyx564wd7xq">fatcat:mtqapyzujfacdkkdyx564wd7xq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200306222509/https://wvvw.aaai.org/ojs/index.php/AAAI/article/download/4718/4596" 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/06/6a/066a41078a9bd4648b34d874608a0c1547ea1f78.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1609/aaai.v33i01.33017314"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Visual information retrieval from large distributed online repositories

Shih-Fu Chang, John R. Smith, Mandis Beigi, Ana Benitez
<span title="1997-12-01">1997</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i6iajiiyxvgz3ob6jwcn2pufni" style="color: black;">Communications of the ACM</a> </i> &nbsp;
With the tremendous amount of visual information becoming on-line, how does one find visual information from distributed repositories efficiently, at least to the same extent as that of existing information  ...  We will discuss the role of contentbased visual query, present a taxonomy for classifying existing VIRS, present a working Internet VIRS as a case study, describe a preliminary prototype of Internet meta  ...  Meta Search Engines for Images The proliferation of text search engines on the Web has motivated recent research in "integrated search" or so called "meta search engines".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/265563.265573">doi:10.1145/265563.265573</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ideechetajgn3dph2ofr5wqsby">fatcat:ideechetajgn3dph2ofr5wqsby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20050116101425/http://www.ee.columbia.edu:80/dvmm/publications/97/CACMdec97_ana.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/30/f4/30f44a75667a067933299fd715bce35e67670938.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/265563.265573"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Survey Paper on Algorithms used for Sentiment Analysis

Meghashree K
<span title="2020-05-31">2020</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
Our paper also focuses on the three kinds of machine learning algorithms for Sentiment Analysis-Supervised, Unsupervised and Semi-Supervised Machine Learning Algorithms. I.  ...  The topics henceforth explored include various algorithms, quality measurement metrics, feature selection and training methods.  ...  gain and chooses the one that selects best features for efficient classification.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2020.5089">doi:10.22214/ijraset.2020.5089</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c6olua6aljd5xe6ilozyxt7pre">fatcat:c6olua6aljd5xe6ilozyxt7pre</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200510024318/http://ijraset.com/fileserve.php?FID=28320" 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 noreferrer" href="https://doi.org/10.22214/ijraset.2020.5089"> <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>
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