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Detecting Outlier Patterns With Query-Based Artificially Generated Searching Conditions

Shuo Yu, Feng Xia, Yuchen Sun, Tao Tang, Xiaoran Yan, Ivan Lee
<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;
We propose an approach to generate query conditions based on the user's query.  ...  In this work, we propose an efficient solution for discovering and ranking human behavior patterns based on network motifs by exploring a user's query in an intelligent way.  ...  Based on the user's query sub-graph, we first preprocess the data and set the search conditions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcss.2020.2977958">doi:10.1109/tcss.2020.2977958</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hv47en6a4jczvgzywa4plhqmzu">fatcat:hv47en6a4jczvgzywa4plhqmzu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715142119/https://researchonline.federation.edu.au/vital/access/services/Download/vital:15027/SOURCE1" 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/22/78/22787e630f46dc8ab46e91599fef06d63dd7ca8a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcss.2020.2977958"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Contextual information retrieval based on algorithmic information theory and statistical outlier detection

Rafael Martinez, Manuel Cebrian, Francisco de Borja Rodriguez, David Camacho
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jyfj6ubbwzcqdb2m3vg7epe6tu" style="color: black;">2008 IEEE Information Theory Workshop</a> </i> &nbsp;
(outliers), and novel organization of data base structure.  ...  The paper shows how they can be integrated to retrieve information from generic databases using long (text-based) queries. Two important problems are analyzed in the paper.  ...  These browsers are based on a context-based searching over their documents, not just a keyword search/match.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/itw.2008.4578672">doi:10.1109/itw.2008.4578672</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/itw/MartinezCRC08.html">dblp:conf/itw/MartinezCRC08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zxqy3u4rivaihgdvzjyr5wc6lm">fatcat:zxqy3u4rivaihgdvzjyr5wc6lm</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-0711.4388/0711.4388.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> File Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/itw.2008.4578672"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Neighbor Propagation Clustering Algorithm for Intrusion Detection

Zheng Li
<span title="2020-06-30">2020</span> <i title="International Information and Engineering Technology Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/x6c3xwfadnbefpfn6owxdu3o2y" style="color: black;">Revue d&#39;intelligence artificielle : Revue des Sciences et Technologies de l&#39;Information</a> </i> &nbsp;
This paper mainly applies outlier detection algorithm in intrusion detection, and proposes a novel outlier detection algorithm based on neighbor propagation clustering.  ...  The results prove that our algorithm can detect intrusions with a high accuracy.  ...  So far, the following outlier detection algorithms have been introduced to intrusion detection, including frequent pattern-based algorithm [19] , density-based algorithm [20] , and depth-based algorithm  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18280/ria.340311">doi:10.18280/ria.340311</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eu7pc2lo6jb6heluvkbnnabt4e">fatcat:eu7pc2lo6jb6heluvkbnnabt4e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201105105517/http://www.iieta.org/download/file/fid/37710" 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/dc/09/dc094766bbf531614dc97f38e97166371e575eec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18280/ria.340311"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Table of Contents

<span title="">2021</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;
Wu Detecting Outlier Patterns With Query-Based Artificially Generated Searching Conditions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Zhao 179 A Topic Representation Model for Online Social Networks Based on Hybrid Human-Artificial Intelligence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcss.2020.3048569">doi:10.1109/tcss.2020.3048569</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/exdtxcmui5dalfans2d5evveai">fatcat:exdtxcmui5dalfans2d5evveai</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210204072350/https://ieeexplore.ieee.org/ielx7/6570650/9340408/09340385.pdf?tp=&amp;arnumber=9340385&amp;isnumber=9340408&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/bf/45/bf455a56bf229a9f602afa2b14d99ce8dbbd0c30.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcss.2020.3048569"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Semantic-based Detection of Segment Outliers and Unusual Events for Wireless Sensor Networks [article]

Lianli Gao and Michael Bruenig and Jane Hunter
<span title="2014-11-09">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The experimental results show that the SOUE-Detector can efficiently detect segment outliers and unusual events with high levels of precision and recall.  ...  One of the major challenges associated with wireless sensor networks is the quality of the data and more specifically the detection of segment outliers and unusual events.  ...  To date, we have only evaluated our approach on test datasets that have been artificially generated and that contain outliers that are randomly generated.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1411.2188v1">arXiv:1411.2188v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qbougd5hivejvn5x5s5mhfz63y">fatcat:qbougd5hivejvn5x5s5mhfz63y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200906205416/https://arxiv.org/ftp/arxiv/papers/1411/1411.2188.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/bf/e6bfe252c2272bd457bacef771fe158d4c1d6160.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1411.2188v1" 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>

Pattern matching and associative artificial neural networks for water distribution system time series data analysis

S. R. Mounce, R. B. Mounce, T. Jackson, J. Austin, J. B. Boxall
<span title="">2014</span> <i title="IWA Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/imsuspz5mzacjglroq2hkpq4ye" style="color: black;">Journal of Hydroinformatics</a> </i> &nbsp;
A protocol for applying pattern matching to automatically recognise specific waveforms in time series based on their shapes is described together with a system called Advanced Uncertain Reasoning Architecture  ...  AURA is a class of binary neural network that has a number of advantages over standard artificial neural network techniques for condition monitoring including a sound theoretical basis to determine the  ...  The SDE generates a search index based on binary vectors, in a similar fashion to a conventional text search engine.The SDE provides an interactive and intuitive search capability, which is feature driven  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2166/hydro.2013.057">doi:10.2166/hydro.2013.057</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hqyzoqel5rghvdnlheizy26v44">fatcat:hqyzoqel5rghvdnlheizy26v44</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170814123530/http://aura.abdn.ac.uk/bitstream/handle/2164/4378/0160617.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/0c/c0/0cc01f29ab991c829cfbfcdf26c51f99c6bf3dad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2166/hydro.2013.057"> <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>

KAOS: a new automated computational method for the identification of overexpressed genes

Angelo Nuzzo, Giovanni Carapezza, Sebastiano Di Bella, Alfredo Pulvirenti, Antonella Isacchi, Roberta Bosotti
<span title="">2016</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/n5zrklrhlzhtdorf4rk4rmeo3i" style="color: black;">BMC Bioinformatics</a> </i> &nbsp;
KAOS performs particularly well in detecting genes that are overexpressed in few samples or when an extreme outlier stands out on a high variable expression background.  ...  Conclusions: The method was implemented as a publicly available, user-friendly tool called KAOS (Kinase Automatic Outliers Search).  ...  Angelo Nuzzo is currently affiliated with the Department of Bioengineering, University of Applied Sciences, Vienna, 1190, Austria.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12859-016-1188-1">doi:10.1186/s12859-016-1188-1</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28185541">pmid:28185541</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5123341/">pmcid:PMC5123341</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h5oz5n46mva7pcnn5dbmdoovna">fatcat:h5oz5n46mva7pcnn5dbmdoovna</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191113173034/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC5123341&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/45/4c/454c4cca78e1aa17d07c507f238ef4f334e3173b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12859-016-1188-1"> <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/PMC5123341" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Discovering outlying aspects in large datasets

Nguyen Xuan Vinh, Jeffrey Chan, Simone Romano, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
<span title="2016-02-09">2016</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ja54f4dcmzfz7cvlo7o757jdba" style="color: black;">Data mining and knowledge discovery</a> </i> &nbsp;
Outlying aspects mining can be used to explain any data point of interest, which itself might be an inlier or outlier.  ...  respect to dimensionality and yet being computationally efficient, and (b) how to efficiently search through the exponentially large search space of all possible subspaces.  ...  For nominal or mixed database, frequent pattern based outlier detection methods such as that proposed by He et al. (2005) can offer interpretability, as the outliers are defined as the data transactions  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10618-016-0453-2">doi:10.1007/s10618-016-0453-2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h2z3zx7nn5cvhfxtmzcg3scdc4">fatcat:h2z3zx7nn5cvhfxtmzcg3scdc4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20161020084047/http://people.eng.unimelb.edu.au:80/baileyj/papers/DMKD_final16.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/fc/70/fc70fa3bedc32c0f49c42f0822788638c5847c79.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10618-016-0453-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Quantifying consensus of rankings based on q-support patterns

Zhengui Xue, Zhiwei Lin, Hui Wang, Sally McClean
<span title="">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ozlq63ehnjeqxf6cuxxn27cqra" style="color: black;">Information Sciences</a> </i> &nbsp;
A method for detecting outliers in a set of rankings is naturally derived from the proposed consensus quantifying approach.  ...  Existing studies on consensus measurement are insufficient, since they did not evaluate consensus among most rankings or consensus with respect to specific preference patterns.  ...  The queries were pre-generated by showing images and videos of medical conditions to potential users.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ins.2019.12.070">doi:10.1016/j.ins.2019.12.070</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gt2oluaeajc75kspn33o2txswy">fatcat:gt2oluaeajc75kspn33o2txswy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210427132702/https://pureadmin.qub.ac.uk/ws/files/197605087/ISpaperProof.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/24/f0/24f0f09e8426e17bc33c3925fa523a7e602b0e67.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ins.2019.12.070"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

DATA MINING APPROACH FOR BIG DATA ANALYSIS:A THEORITICAL DISCOURSE

Mudassir Makhdoomi
<span title="2017-08-20">2017</span> <i title="IJARCS International Journal of Advanced Research in Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dbwzqwxyw5hn3aantchmoxx65q" style="color: black;">International Journal of Advanced Research in Computer Science</a> </i> &nbsp;
The volume of data being produced is increasing at an exponential rate due to our unprecedented capacity to generate, capture and share vast amounts of data.  ...  Everyone is talking about big data, and it is believed that science, business, industry, government, society, etc. will undergo a thorough change with the influence of big data.  ...  Another common problem is to find data patterns in huge datasets that satisfy certain conditions. This type of search is likely to occur repeatedly during data analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.26483/ijarcs.v8i7.4032">doi:10.26483/ijarcs.v8i7.4032</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5okpnzi6s5atjmn54cez4vu77a">fatcat:5okpnzi6s5atjmn54cez4vu77a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430014924/http://ijarcs.info/index.php/Ijarcs/article/download/4032/3863" 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/bc/48/bc48f34c89454dac92386734a7ef7dbb31ed4276.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.26483/ijarcs.v8i7.4032"> <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>

Comparative Analysis of Outlier Detection Techniques

Kamal Malik, H. Sadawarti, Kalra G. S
<span title="2014-07-18">2014</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
with each outlier detection technique.  ...  Outlier detection and analysis is sometimes known as outlier mining.  ...  LITERATURE SURVEY Outliers are the patterns of the data that do not comply with the general expected behavior.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/17026-7318">doi:10.5120/17026-7318</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jhhciu6ud5adhgrt423tjcnrtq">fatcat:jhhciu6ud5adhgrt423tjcnrtq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706145046/http://research.ijcaonline.org/volume97/number8/pxc3897318.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/36/5a/365a574e4585cf44d1d7d564abb8742451c3769e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/17026-7318"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Design of Intelligent layer for flexible querying in databases [article]

Mrs. Neelu Nihalani, Dr. Sanjay Silakari, Dr. Mahesh Motwani
<span title="2009-12-11">2009</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Database systems support only a Boolean query model. A selection query on SQL database returns all those tuples that satisfy the conditions in the query.  ...  Therefore most new-generation database applications demand intelligent information management to enhance efficient interactions between database and the users.  ...  Another important area of research in Data mining is Outlier detection. Zhao, Bao, Sun, and Yu [12] found the existence of a number of empty cells that are ineffective to outlier detection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/0912.2282v1">arXiv:0912.2282v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xnc6fdafwzahtcy7oj3wyuj7ai">fatcat:xnc6fdafwzahtcy7oj3wyuj7ai</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200915121715/https://arxiv.org/ftp/arxiv/papers/0912/0912.2282.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/d1/b5/d1b5e6a9cf89a383a699724940dc42f12f4b60b5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/0912.2282v1" 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>

Guest Editorial: Special Issue on Hybrid Human–Artificial Intelligence for Social Computing

Weishan Zhang, Huansheng Ning, Lu Liu, Qun Jin, Vincenzo Piuri
<span title="">2021</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;
Yu et al. have an interesting work on "Detecting outlier patterns with querybased artificially generated searching conditions," which aims at detecting the outlier behaviors in social networks, equipped  ...  with intelligent users' queries.  ...  , University of Science and Technology Beijing; and the Founder and the Principal at the Cybermatics and Cyberspace International Science and Technology Cooperation Base.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcss.2021.3049702">doi:10.1109/tcss.2021.3049702</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3k2h5lobcvalnorih5u2us73gq">fatcat:3k2h5lobcvalnorih5u2us73gq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210131210114/https://ieeexplore.ieee.org/ielx7/6570650/9340408/09340433.pdf?tp=&amp;arnumber=9340433&amp;isnumber=9340408&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/bc/6b/bc6b329aa619ccf53fd710538d6e865d6c56649a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tcss.2021.3049702"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

New Implementations of Data Mining in a Plethora of Human Activities [chapter]

Alberto Ochoa, Julio Ponce, Francisco Ornelas, Ruben Jaramillo, Ramon Zatarain, Maria Barron, Claudia Gomez, Jose Martinez, Arturo Elias
<span title="2011-01-21">2011</span> <i title="InTech"> Knowledge-Oriented Applications in Data Mining </i> &nbsp;
Previous research has established that the use of outlier analysis is one of the best techniques for the detection of fraud in general.  ...  Each node has only a query ant, which generates a Forward Ant for attending only one user query, assigning the searched keyword t to the Forward Ant.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/13454">doi:10.5772/13454</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/j6oc3h7dnbhsdlpuowmmjzmdcq">fatcat:j6oc3h7dnbhsdlpuowmmjzmdcq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180727045001/https://api.intechopen.com/chapter/pdf-download/13158" 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/af/65/af6564729b2a50538e9ee661641a3a78fc532676.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/13454"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Sensor data quality: a systematic review

Hui Yie Teh, Andreas W. Kempa-Liehr, Kevin I-Kai Wang
<span title="2020-02-11">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pkhnkszyprhb3orbf6g7tqmgiu" style="color: black;">Journal of Big Data</a> </i> &nbsp;
It is similar to an artificial neural network, but unlike most neural networks, HTM can learn time-based patterns in an unlabeled data stream.  ...  Study selection The initial search query (1) returned 13,057 publications. After the process of topic modelling, the refined search query (2) resulted in 6970 publications.  ...  The benchmark should provide datasets complete with all the different types of errors (that is either labelled or injected artificially) and a proper scoring system that uses the appropriate evaluation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-020-0285-1">doi:10.1186/s40537-020-0285-1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cbl346kh35cqvn6nh7njzvrq5e">fatcat:cbl346kh35cqvn6nh7njzvrq5e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200305052631/https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-0285-1" 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/d8/38/d8386b90622f5e294779fb563b7fb097e48a18f6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40537-020-0285-1"> <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>
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