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Improved SOM-Based High-Dimensional Data Visualization Algorithm

Wang Zhisheng, Xu Xiaobing
<span title="2012-06-15">2012</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 this paper, a new high-dimensional data visualization algorithm based on the Self-Organizing Map (SOM) is proposed.  ...  It is named TDSOM (three-dimensional self-organizing map) to describe its special characteristics.  ...  These methods effectively extract the distribution characteristics of high-dimensional data set and reduce the complexity of final visualization result.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/cis.v5n4p110">doi:10.5539/cis.v5n4p110</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fp4k3wmf4vekjnwv7ptqjtfhci">fatcat:fp4k3wmf4vekjnwv7ptqjtfhci</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706104508/http://www.ccsenet.org/journal/index.php/cis/article/download/18069/12070/" 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/50/dd/50ddd239c4060890c17bbd6089b8b2ceed1ccdd7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/cis.v5n4p110"> <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>

Visual Analytics for Deep Embeddings of Large Scale Molecular Dynamics Simulations [article]

Junghoon Chae, Debsindhu Bhowmik, Heng Ma, Arvind Ramanathan, Chad Steed
<span title="2019-11-04">2019</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We propose an interactive visual analytics system for embeddings of MD simulations to not only evaluate and explain an embedding model but also analyze various characteristics of the simulations.  ...  Subsequently, the results of the embedding models are visualized for model evaluation and analysis of the extracted underlying features.  ...  We propose an interactive visual analytics system for embeddings of MD simulations to not only evaluate and explain an embedding model but also analyze various characteristics of the simulations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/830844">doi:10.1101/830844</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fhmqbdal5jdn7btzmcb5pqeihm">fatcat:fhmqbdal5jdn7btzmcb5pqeihm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200711030354/https://www.biorxiv.org/content/biorxiv/early/2019/11/04/830844.full.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/71/84/718465215e0efb8727ad84cea44ba1b79640ae86.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/830844"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

Visual Assessment of Landing-site Geography on Landing Feasibility

Zhang Jin, Li ShuJun, Meng FanJun
<span title="2019-09-05">2019</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/d5gw7zsbm5fwlb6lvahgsi3ngu" style="color: black;">IOP Conference Series: Earth and Environment</a> </i> &nbsp;
description, quantitative evaluation, three-dimensional visualization, and integration analysis of multiple factors.  ...  Based on the impact of various geographical factors on landing, such as submarine slope, submarine characteristics, tides, tidals and waves, this paper simultaneously applied the methods of mathematical  ...  Three dimensional visual expression of seafloor slope Visual modeling of submarine bottom characteristics The substrate Voronoi polygon is first generated, and then proceed boundary processing and combine  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1755-1315/310/5/052049">doi:10.1088/1755-1315/310/5/052049</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ivq554cxorg3rgw7thx27yfssu">fatcat:ivq554cxorg3rgw7thx27yfssu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220202110207/https://iopscience.iop.org/article/10.1088/1755-1315/310/5/052049/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/a7/cf/a7cffdc89fc144746f36abb5e6d2b4e51e8693a4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1755-1315/310/5/052049"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> iop.org </button> </a>

Self-Organizing Map Analysis on Peanut Yield and Agronomy Characteristics [chapter]

Yujian Yang, Mingchuan Ji
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kss7mrolvja63k4rmix3iynkzi" style="color: black;">IFIP Advances in Information and Communication Technology</a> </i> &nbsp;
The model system between peanut yield and agronomy characteristics which is nonlinear, irreversible and dissipative.  ...  MATLAB 7 software is used to classify 60 samplings of peanut yield and agronomy characteristics.  ...  the high dimensional space to map units.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-36124-1_12">doi:10.1007/978-3-642-36124-1_12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lvacnjkjz5hmbc6jc73aprxjaq">fatcat:lvacnjkjz5hmbc6jc73aprxjaq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190219032513/http://pdfs.semanticscholar.org/1511/35be49ce8a98a86a136708af11a447717a70.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/15/11/151135be49ce8a98a86a136708af11a447717a70.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-36124-1_12"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Visual Analytics for the Exploration of Tumor Tissue Characterization

R.G. Raidou, U.A. van der Heide, C.V. Dinh, G. Ghobadi, J.F. Kallehauge, M. Breeuwer, A. Vilanova
<span title="">2015</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p2lpq6bugfcqxk44anrm6yki4m" style="color: black;">Computer graphics forum (Print)</a> </i> &nbsp;
We propose a visual tool for: (1) easy exploration and visual analysis of the feature space of imaging-derived tissue characteristics and (2) knowledge discovery and hypothesis generation and confirmation  ...  However, the high dimensionality and complexity of this imaging-derived feature space is prohibiting for easy exploration and analysis -especially when clinical researchers require to associate observations  ...  (DK) and the Department of Radiation Oncology of MAASTRO (NL).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/cgf.12613">doi:10.1111/cgf.12613</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ampzgxu3zbfzbh5bpuhmslve4y">fatcat:ampzgxu3zbfzbh5bpuhmslve4y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151006115548/https://graphics.tudelft.nl/Publications-new/2015/RVDGKBV15/EGauthorGuidelines-eurovis15-fin.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/e6/6a/e66a0141ccfbc4e422a806e476218cd7858acafa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/cgf.12613"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Research on Application System of Three-Dimensional Design of Transmission Line Based on Grid GIS Cloud Platform

Xinmin Yu, Tianrong Zhong, Xianri Wang, Kejian Nie, Jinglei Lv, T.Y. Fang, V. Khaletski
<span title="">2019</span> <i title="EDP Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wehsdgmkgvabfewguumql7pepe" style="color: black;">E3S Web of Conferences</a> </i> &nbsp;
Experiments prove that the construction of transmission line three-dimensional design application system based on grid GIS cloud platform provides a set of simple, fast, convenient and intelligent and  ...  According to the characteristics of the pilot transmission line project, it is necessary to build a transmission line 3D design application system based on the grid GIS cloud platform with the advantages  ...  , high reliability, easy scalability, perfect function, simple and easy to use characteristics with cloud GIS as the core.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/e3sconf/201913601037">doi:10.1051/e3sconf/201913601037</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tgpglqeu7ffb3ek7ntb5f4kycm">fatcat:tgpglqeu7ffb3ek7ntb5f4kycm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200210192812/https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/62/e3sconf_icbte2019_01037.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/3c/b7/3cb7173c92454bc281cf5db3f182bdde6784fa62.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1051/e3sconf/201913601037"> <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>

A study of leaf modeling technology based on morphological features

Lei Wang, Ling Lu, Niande Jiang
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q5bfnofiffaoldjsebw7gavjjm" style="color: black;">Mathematical and computer modelling</a> </i> &nbsp;
Simulating a leaf's shape is one of the most important modeling methods for plant modeling and visualization.  ...  In this paper, a modeling method is presented which is based on the morphological characteristics of leaves.  ...  However, as the plant leaf modeling has great impact on the overall modeling, how to control the characteristic points of a leaf model fast and accurately has high significance for the visualization for  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.mcm.2010.11.042">doi:10.1016/j.mcm.2010.11.042</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tp3746kg7bfqrbyjx6hegqonkq">fatcat:tp3746kg7bfqrbyjx6hegqonkq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812214612/http://www.tpbin.com/Uploads/Subjects/4a7fe2ba-7f92-40d5-b226-bd4a6b605622.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/e2/f5/e2f55045813c10abf73420a023fc5acd1a4a95d2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.mcm.2010.11.042"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Visualizing multi-dimensional decision boundaries in 2D

M. A. Migut, M. Worring, C. J. Veenman
<span title="2013-12-28">2013</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;
In this paper, we define a set of characteristics of the multi-dimensional classification model that have to be visually represented in those scatterplots.  ...  We combine a visualization of a Voronoi based representation of multi-dimensional decision boundaries with visualization of the distances of the data elements to these boundaries.  ...  It also allows to examine characteristics of the dataset with respect to the classification model used.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10618-013-0342-x">doi:10.1007/s10618-013-0342-x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zolgb3sbt5fbvdfornfqef3m44">fatcat:zolgb3sbt5fbvdfornfqef3m44</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170923045120/https://pure.uva.nl/ws/files/2110683/164710_431596.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/e0/11/e011db9486629998e22ee0b904a4313ff47a4bf0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10618-013-0342-x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

The Research on Face Recognition and Segmentation Based on Intelligent Background

Jiangtao Wang
<span title="">2020</span> <i title="Science Publishing Group"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jrvkohxdpzf5jeqfb6pvxhkgne" style="color: black;">Journal Electrical and Electronic Engineering</a> </i> &nbsp;
The PCA dimensionality reduction processing of the facial area feature vector is performed to obtain the low-dimensional feature vector, the dimensionality reduction coefficient, and the average face of  ...  Simulation results show that the proposed algorithm has high accuracy and recognition efficiency.  ...  , low recognition efficiency; literature [9] Proposed a three-dimensional model of facial expression recognition algorithm identity of deformed face implementation model registration, high accuracy,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11648/j.jeee.20200801.16">doi:10.11648/j.jeee.20200801.16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mwcfoxevu5ccnf6hkm7vdkrdc4">fatcat:mwcfoxevu5ccnf6hkm7vdkrdc4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709234728/http://article.eeejournal.org/pdf/10.11648.j.jeee.20200801.16.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/98/dd/98ddbc2c70717ee5884e2d6774765ee554ad8565.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11648/j.jeee.20200801.16"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Visualization ¿ A Key Concept for Multidimensional Performance Modeling in Software Engineering Management

Vasile Stroian, Pierre Bourque, Alain Abran
<span title="">2006</span> <i title="IEEE"> 2006 IEEE International Conference on Automation, Quality and Testing, Robotics </i> &nbsp;
Software Benchmarking Standards Group (ISBSG) Problems Multidimensional performance models Visualization Tool -High Level Characteristics Conclusion 3 PROBLEMS Software -complex intangible  ...  characteristic is related to exactly one set of sub characteristic Multidimensional performance models in SE QEST Abran & Buglione Open model Performance : Global vision • Q QUALITY FACTOR  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/aqtr.2006.254556">doi:10.1109/aqtr.2006.254556</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i55e7pycwrgaxigbzbbxpreqdi">fatcat:i55e7pycwrgaxigbzbbxpreqdi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170813222640/http://s3.amazonaws.com/publicationslist.org/data/a.abran/ref-2016/pres-1016.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/1f/8d/1f8dbcda86d9413efd4141aebe5774dd49b46e14.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/aqtr.2006.254556"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Spatio-Temporal Mapping

Hiroko Nakamura MIYAMURA, Sachiko HAYASHI, Yoshio SUZUKI, Hiroshi TAKEMIYA
<span title="2011-10-01">2011</span> <i title="The Atomic Energy Society of Japan"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fmez6cmvjnhnhi637rbbllfswq" style="color: black;">Progress in Nuclear Science and Technology</a> </i> &nbsp;
By using the map, users can quickly find regions of interest involved in high dimensional datasets.  ...  Numerical simulations have recently increased in scale and have often output high dimensional (three-dimensional and time-evolving) datasets.  ...  Acknowledgement This research was partially supported by the Ministry of Education, Science, Sports and Culture, Grant-in-Aid for Young Scientists (B), 21700125, 2010.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15669/pnst.2.603">doi:10.15669/pnst.2.603</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vem5cfij55gyjmss53bep4ejru">fatcat:vem5cfij55gyjmss53bep4ejru</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220308164803/https://www.aesj.net/document/pnst002/603-608.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/05/59/0559cca4c5727d70fd896f49a0af67f36e7f30a8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15669/pnst.2.603"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

RESEARCH ON 3D SURFACE MEASUREMENT SYSTEM BASED ON LINE STRUCTURE LIGHT

WuFang .
<span title="2017-02-25">2017</span> <i title="eSAT Publishing House"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/m4rdj3kwwfcbvfzkv6kcnagwtm" style="color: black;">International Journal of Research in Engineering and Technology</a> </i> &nbsp;
The mathematical model of the measurement system is proposed and its working process is described in detail.  ...  Calibration of camera calibration for vision measurement system and visual sensor structural parameters were introduced.  ...  ACKNOWLEDGMENT The authors acknowledge Shanghai University of Engineering and Science for giving financial supports to this project with No. 16KY0108.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15623/ijret.2017.0602020">doi:10.15623/ijret.2017.0602020</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kl6qia3esrg2jljj5ddc372nwa">fatcat:kl6qia3esrg2jljj5ddc372nwa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200214230937/https://ijret.org/volumes/2017v06/i02/IJRET20170602020.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/6c/3d/6c3dce4872cb8b19d43840f31b22dfed0474c532.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15623/ijret.2017.0602020"> <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>

High-dimensional visual vocabularies for image retrieval

Joao Magalhaes, Stefan Rueger
<span title="">2007</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR &#39;07</a> </i> &nbsp;
This is achieved by creating a high-dimensional visual vocabulary that represents the image documents in great detail.  ...  We show how the representation of these image documents enables the application of well known text retrieval techniques such as Rocchio tf-idf and naïve Bayes to the semantic image retrieval problem.  ...  In our formulation of semantic image retrieval as a vector space model we create a visual vocabulary where each term corresponds to a set of homogenous visual characteristics (colour and texture features  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1277741.1277923">doi:10.1145/1277741.1277923</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigir/MagalhaesR07.html">dblp:conf/sigir/MagalhaesR07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iqwrgun73jcyndhrqh7ouek65m">fatcat:iqwrgun73jcyndhrqh7ouek65m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809022149/http://ctp.di.fct.unl.pt/~jmag/publications/sigir2007.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/bd/2f/bd2fee7a10c32b51a86d186e147454de59f2542a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1277741.1277923"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Using Penalized Regression with Parallel Coordinates for Visualization of Significance in High Dimensional Data

Shengwen Wang, Yi Yang, Jih-Sheng Chang, Fang-Pang Lin
<span title="">2013</span> <i title="The Science and Information Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2yzw5hsmlfa6bkafwsibbudu64" style="color: black;">International Journal of Advanced Computer Science and Applications</a> </i> &nbsp;
the interactive visual and analytical exploration of large, high-dimensional datasets.  ...  However, current tools suffer from a variety of problems when applied to massively high-dimensional datasets.  ...  Data Visualization Unit Parallel coordinates is the main visualization unit of our tool used for visualizing high dimensional data in this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2013.041006">doi:10.14569/ijacsa.2013.041006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hinonwydvng2do5s7h2sipathq">fatcat:hinonwydvng2do5s7h2sipathq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809012653/http://thesai.org/Downloads/Volume4No10/Paper_6-Using_Penalized_Regression_with_Parallel_Coordinates.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/2d/d4/2dd46506483cb1994c8d88fe708ee1a7f91125c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2013.041006"> <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>

Tobacco Spatial Data Intelligent Visual Analysis

Bo Yang, Dong Tian, Guihua Shan
<span title="2022-03-23">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ikdpfme5h5egvnwtvvtjrnntyy" style="color: black;">Electronics</a> </i> &nbsp;
The proposed system provides a visualization technology for overlaying multiple graphics on a map to enrich the form of tobacco spatial data visualization.  ...  We demonstrated that the system is user-friendly and the applied visualization methods are effective using cases selected from the three sets of data.  ...  Shen used 3D GIS modeling software to investigate the 3D visualization technology of characteristic high-quality tobacco leaf data in the Jinsha River area of Lijiang, China [15] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics11070995">doi:10.3390/electronics11070995</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gbyc24anybhuxoq6hsgesogxxi">fatcat:gbyc24anybhuxoq6hsgesogxxi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220422073541/https://mdpi-res.com/d_attachment/electronics/electronics-11-00995/article_deploy/electronics-11-00995.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 noreferrer" href="https://doi.org/10.3390/electronics11070995"> <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>
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