Filters








116 Hits in 6.3 sec

Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects

Joaquín Derrac, Salvador García, Francisco Herrera
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ozlq63ehnjeqxf6cuxxn27cqra" style="color: black;">Information Sciences</a> </i> &nbsp;
All these approaches have been proposed with a clear objective: improving the accuracy of the NN rule.  ...  By introducing soft memberships (to represent those instances which are not typical prototypes of each class), improved similarity measures (to adapt the way in which distances are computed to the fuzzy  ...  Acknowledgements This work was partially supported by the Spanish Ministry of Science and Technology under project TIN2011-28488 and the Andalusian Research Plans P11-TIC-7765 and P10-TIC-6858.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ins.2013.10.038">doi:10.1016/j.ins.2013.10.038</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fmbq2pjdxvhylldpz4l5sglb5y">fatcat:fmbq2pjdxvhylldpz4l5sglb5y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808220227/http://sci2s.ugr.es/sites/default/files/files/ComplementaryMaterial/fuzzyKNN/2014-Derrac-INS.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/bb/a5/bba55a61e9b33325a9ddd4a889d2c476facf131d.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.2013.10.038"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Categorizing approaches combining rule-based and case-based reasoning

Jim Prentzas, Ioannis Hatzilygeroudis
<span title="">2007</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qcs6npiwtfgmnjz77pf7tz2zvu" style="color: black;">Expert systems</a> </i> &nbsp;
Rule-based and case-based reasoning are two popular approaches used in intelligent systems.  ...  So, it is well-justified to combine rules and cases to produce effective hybrid approaches, surpassing the disadvantages of each component method.  ...  of the systems belonging to the 'accuracy-improving' approaches.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1468-0394.2007.00423.x">doi:10.1111/j.1468-0394.2007.00423.x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i6z5nbmwqfacdnfboel75jfnym">fatcat:i6z5nbmwqfacdnfboel75jfnym</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20090709150921/http://mmlab.ceid.upatras.gr/aigroup/ihatz/PAPERS/es3062.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/61/6a/616a358a54c1e844b29241258250eb7dcc4839c0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1468-0394.2007.00423.x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Fuzzy methods in machine learning and data mining: Status and prospects

Eyke Hüllermeier
<span title="">2005</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wcbukkuh2vbrpcbz2f4z2a2g6u" style="color: black;">Fuzzy sets and systems (Print)</a> </i> &nbsp;
Over the past years, methods for the automated induction of models and the extraction of interesting patterns from empirical data have attracted considerable attention in the fuzzy set community.  ...  The paper concludes with a critical consideration of recent developments and some suggestions for future research directions.  ...  Acknowledgements: The author is grateful to Thomas Sudkamp and Christophe Marsala for helpful comments and useful suggestions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.fss.2005.05.036">doi:10.1016/j.fss.2005.05.036</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oqtnulnpn5gitirvf5zhvn3k7e">fatcat:oqtnulnpn5gitirvf5zhvn3k7e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20081002150805/http://www.mathematik.uni-marburg.de/~eyke/publications/FSS40.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/cf/f1/cff160d6df227fa1c1126c0aa9c689f906b5101c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.fss.2005.05.036"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Fuzzy sets in machine learning and data mining

Eyke Hüllermeier
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/spnlkxfb7fevrarnlb7rv32roy" style="color: black;">Applied Soft Computing</a> </i> &nbsp;
Automated knowledge acquisition of that kind has been an essential aspect of artificial intelligence since a long time and has more recently also attracted considerable attention in the fuzzy sets community  ...  Machine learning, data mining, and several related research areas are concerned with methods for the automated induction of models and the extraction of interesting patterns from empirical data.  ...  Acknowledgments: The author thanks two anonymous reviewers for their constructive comments and useful suggestions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2008.01.004">doi:10.1016/j.asoc.2008.01.004</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5nfpsiwn5bfs3k25t5eg5fc5pe">fatcat:5nfpsiwn5bfs3k25t5eg5fc5pe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110725170006/http://www.mathematik.uni-marburg.de:80/%7Eeyke/publications/asoc.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/8c/37/8c373dc07b0e6e80234832a461df1471ea0f9026.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2008.01.004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

A historical review of evolutionary learning methods for Mamdani-type fuzzy rule-based systems: Designing interpretable genetic fuzzy systems

Oscar Cordón
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sy2zvsxl4vdejh3zsp3utmplry" style="color: black;">International Journal of Approximate Reasoning</a> </i> &nbsp;
Three different fuzzy classification rule structures can be distinguished depending on the use of a certainty factor associated to the class in the consequent [44]: (i) class label only, (ii) class label  ...  In addition, fuzzy rule-based classification systems (FRBCSs) [94,107] consider a linguistic fuzzy rule structure where the output involves a discrete value, the class associated to the patterns matching  ...  Section 3 in this contribution reviews most of the existing proposals based on the use of GFSs which aim to improve the accuracy of the fuzzy linguistic model without significantly losing its interpretability  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ijar.2011.03.004">doi:10.1016/j.ijar.2011.03.004</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lpzqyhmvnzaq5b7a4qkle6toii">fatcat:lpzqyhmvnzaq5b7a4qkle6toii</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170924053943/http://publisher-connector.core.ac.uk/resourcesync/data/elsevier/pdf/0ef/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMDg4ODYxM3gxMTAwMDU4Mg%3D%3D.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/bc/a5/bca55d2ee0a9deb5e82dc636cc42cc0ec4e2ab98.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ijar.2011.03.004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Perspectives of fuzzy systems and control

Antonio Sala, Thierry Marie Guerra, Robert Babuška
<span title="">2005</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wcbukkuh2vbrpcbz2f4z2a2g6u" style="color: black;">Fuzzy sets and systems (Print)</a> </i> &nbsp;
Although fuzzy control was initially introduced as a model-free control design method based on the knowledge of a human operator, current research is almost exclusively devoted to model-based fuzzy control  ...  Attention is also paid to the role of fuzzy systems in higher levels of the control hierarchy, such as expert control, supervision and diagnostic systems.  ...  First, the use of fuzzy logic as a reasoning tool in direct process control has been superseded by the model-based techniques.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.fss.2005.05.041">doi:10.1016/j.fss.2005.05.041</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jclijzo2x5cxhaaycntsks6ndq">fatcat:jclijzo2x5cxhaaycntsks6ndq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808233517/http://personales.upv.es/asala/publics/papers/R10fss05perspectivesPreprint.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/a2/43/a243131996d1cd4a4ce24f466cb01d488d14f388.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.fss.2005.05.041"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

POSSIBILITY AND EVIDENCE-BASED RELIABILITY ANALYSIS AND DESIGN OPTIMIZATION

Huang
<span title="2013-01-01">2013</span> <i title="Science Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/56jvtobdgzeibi4xy2nmkyuoya" style="color: black;">American Journal of Engineering and Applied Sciences</a> </i> &nbsp;
A great multitude of new design optimization methodologies and reliability analysis approaches are put forth with the aim of accommodating various uncertainties.  ...  This study first attempts to provide a better understanding of uncertainty in engineering design by giving a comprehensive overview of its classifications, theories and design considerations.  ...  This research was partially supported by the National Science Foundation of China under contract number 50775026.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3844/ajeassp.2013.95.136">doi:10.3844/ajeassp.2013.95.136</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7v6zcpeevndxzc3bii5uiufs5e">fatcat:7v6zcpeevndxzc3bii5uiufs5e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706101801/http://thescipub.com/PDF/ajeassp.2013.95.136.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/c1/77/c177c3329eae12bda37c9536d2962bef1f9a374a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3844/ajeassp.2013.95.136"> <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>

The Emergence of Fuzzy Sets: A Historical Perspective [chapter]

Didier Dubois, Henri Prade
<span title="">2016</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yyucbg6w6bhgfejbzekrytd7da" style="color: black;">Studies in Fuzziness and Soft Computing</a> </i> &nbsp;
in a possibilistic logic setting.  ...  The 6th paper (with Davide Ciucci) surveys the different forms of hybridation between fuzzy set and rough set theories using squares and cubes of opposition.  ...  Finally, proving (ϕ, a) from a possibilistic logic base K also amounts to adding (¬ϕ, 1), put in clausal form, to K, and using the resolution rule repeatedly in order to show that K ∪ {(¬ϕ, 1)} (⊥, a).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-31093-0_1">doi:10.1007/978-3-319-31093-0_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zc63ekhuend2ddmj5tvor5m7yq">fatcat:zc63ekhuend2ddmj5tvor5m7yq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190307102928/http://pdfs.semanticscholar.org/deda/5374710d19326c8e8bf267ebcbfb096e99c1.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/de/da/deda5374710d19326c8e8bf267ebcbfb096e99c1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-31093-0_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Hybrid soft computing systems: industrial and commercial applications

P.P. Bonissone, Yu-To Chen, K. Goebel, P.S. Khedkar
<span title="">1999</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yfvtieuumfamvmjlc255uckdlm" style="color: black;">Proceedings of the IEEE</a> </i> &nbsp;
We outline the advantages of applying SC techniques and in particular the synergy derived from the use of hybrid SC systems.  ...  We present a collection of methods and tools that can be used to perform diagnostics, estimation, and control.  ...  A multitude of approaches using fuzzy logic, case-based reasoning, and neural networks (in hybrid combination) was shown to be useful in this regard.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/5.784245">doi:10.1109/5.784245</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ntpjdm3exbgudlxqi62ikvsvuu">fatcat:ntpjdm3exbgudlxqi62ikvsvuu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100630030049/http://best.berkeley.edu/~goebel/publications_files/IEEEproc_99_r.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/ad/13/ad1318555e8489a6f7dbb867d54231e4db0afdf7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/5.784245"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Fuzzy Clustering of Students' Data Repository for At-Risks Students Identification and Monitoring

Udoinyang G. Inyang, Enobong E. Joshua
<span title="2013-08-21">2013</span> <i title="Canadian Center of Science and Education"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/e3eberciqvbc3am2h4ordzdxu4" style="color: black;">Computer and Information Science</a> </i> &nbsp;
In educational data mining, identifying academic courses that contribute significantly to students' class of degree and predicting students' performances can help in the choice and improvement of intervention  ...  then develop a plan to improve their performance.  ...  This paper proposes a methodology based on the hybrid of FCM, k-means algorithms and ANFIS for the prediction of students' performances and classification of students based on performance and at-risk levels  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/cis.v6n4p37">doi:10.5539/cis.v6n4p37</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/63tpjnorbnbhfiiqid7nlnj4nq">fatcat:63tpjnorbnbhfiiqid7nlnj4nq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720021949/http://www.ccsenet.org/journal/index.php/cis/article/download/29789/17692" 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/7f/aa7fe9aca290f3d2a99cd19297d5ae4e8745fff5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/cis.v6n4p37"> <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>

Intelligent Systems: Architectures and Perspectives [chapter]

Ajith Abraham
<span title="">2003</span> <i title="Physica-Verlag HD"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yyucbg6w6bhgfejbzekrytd7da" style="color: black;">Studies in Fuzziness and Soft Computing</a> </i> &nbsp;
Probabilistic reasoning such as Bayesian belief networks [20] and the Dempster-Shafer theory of belief [36] [86], gives us a mechanism for evaluating the outcome of systems affected by randomness or other  ...  The integration of different learning and adaptation techniques to overcome individual limitations and to achieve synergetic effects through the hybridization or fusion of these techniques has, in recent  ...  Acknowledgements Author is grateful to Professor Lakhmi Jain (University of South Australia, Adelaide) and the three referees for the technical comments, which improved the clarity of this chapter.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-7908-1770-6_1">doi:10.1007/978-3-7908-1770-6_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u7g7qckslzcyxnxghenpzuwpma">fatcat:u7g7qckslzcyxnxghenpzuwpma</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705103950/http://tutorial.softcomputing.net/chapter1.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/bf/f4/bff4207fbbb8c775b2b7e5ac7c6633abb26a7328.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-7908-1770-6_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Review of Fuzzy and Pattern-Based Approaches for Class Imbalance Problems

Ismael Lin, Octavio Loyola-González, Raúl Monroy, Miguel Angel Medina-Pérez
<span title="2021-07-08">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
There are different ways to solve the class imbalance problem, and there has been a trend towards the usage of patterns and fuzzy approaches due to the favorable results.  ...  In this paper, we provide an in-depth review of popular methods for imbalanced databases related to patterns and fuzzy approaches.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11146310">doi:10.3390/app11146310</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rlwrbb27h5d6pgfr7fx3unjjia">fatcat:rlwrbb27h5d6pgfr7fx3unjjia</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716182733/https://res.mdpi.com/d_attachment/applsci/applsci-11-06310/article_deploy/applsci-11-06310.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/de/ce/decec90c8581f376acad062ce4e9d148adbc8c8c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11146310"> <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>

A possibilistic fuzzy c-means clustering algorithm

N.R. Pal, K. Pal, J.M. Keller, J.C. Bezdek
<span title="">2005</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7dwepyc5xbc47narcaqganu4vu" style="color: black;">IEEE transactions on fuzzy systems</a> </i> &nbsp;
We derive the first-order necessary conditions for extrema of the PFCM objective function, and use them as the basis for a standard alternating optimization approach to finding local minima of the PFCM  ...  PFCM is a hybridization of possibilistic c-means (PCM) and fuzzy c-means (FCM) that often avoids various problems of PCM, FCM and FPCM.  ...  In this paper we propose a new model that hybridizes FCM and PCM, enjoys the benefits of both models, and eliminates the problem of FPCM.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tfuzz.2004.840099">doi:10.1109/tfuzz.2004.840099</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k5o32gzn5fbijnmyvgryxtsydu">fatcat:k5o32gzn5fbijnmyvgryxtsydu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20141213002336/http://www.cse.hcmut.edu.vn/~chauvtn/data_mining/Reading/Chapter%205%20-%20Clustering/A%20Possibilistic%20Fuzzy%20c-Means%20Clustering%20Algorithm.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/63/b7/63b70045e8e98748b6e0a0f59aefaa464f85e620.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tfuzz.2004.840099"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A fuzzy ontology for semantic modelling and recognition of human behaviour

Natalia Díaz Rodríguez, Manuel P. Cuéllar, Johan Lilius, Miguel Delgado Calvo-Flores
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w5jcgie76rehrmy3uf2hriydla" style="color: black;">Knowledge-Based Systems</a> </i> &nbsp;
We provide a proof of concept of the approach in work scenarios such as the office domain, and also make experiments to emphasize the benefits of our approach with respect to crisp ontologies.  ...  As a result, we demonstrate that the inclusion of fuzzy concepts and relations in the ontology provide benefits during the recognition process with respect to crisp approaches.  ...  As a final remark, and considering future larger data size scenarios, we believe on the potential of combining the use of a crisp-fuzzy hybrid architecture approach of KBs for performance and scaling reasons  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.knosys.2014.04.016">doi:10.1016/j.knosys.2014.04.016</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fjkpauxkqffp5hcm7nxji56shu">fatcat:fjkpauxkqffp5hcm7nxji56shu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829102245/http://phd.jabenitez.com/wp-content/uploads/2014/05/A-fuzzy-ontology-for-semantic-modelling-and-recognition-of-human-behaviour.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/71/95/7195bfbae9b46fead018fd367e92129bb1531ae3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.knosys.2014.04.016"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Interval-Based Uncertainty Handling in Model-Based Prediction of System Quality

Aida Omerovic, Ketil Stolen
<span title="">2010</span> <i title="IEEE"> 2010 Second International Conference on Advances in System Simulation </i> &nbsp;
This paper proposes an approach to the representation, propagation and analysis of uncertainties in DVs.  ...  Based on a set of criteria, we argue analytically and empirically, that our approach is comprehensible, sound, practically useful and better than any other approach we are aware of.  ...  ACKNOWLEDGMENT This work has been conducted within the DIGIT (180052/S10) project, funded by the Research Council of Norway.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/simul.2010.17">doi:10.1109/simul.2010.17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wnuroqeuzzcg3muezgdwoojyxu">fatcat:wnuroqeuzzcg3muezgdwoojyxu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20111213125701/http://heim.ifi.uio.no/ketils/kst/Articles/2010.SIMUL.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/12/a9/12a983781ed7a783ce33395d2092c42ddcfb7e51.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/simul.2010.17"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
&laquo; Previous Showing results 1 &mdash; 15 out of 116 results