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A sequential distance-based approach for imputing missing data: Forward Imputation

Nadia Solaro, Alessandro Barbiero, Giancarlo Manzi, Pier Alda Ferrari
<span title="2016-03-25">2016</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fz4tzesbwvgipgz5movektxc3u" style="color: black;">Advances in Data Analysis and Classification</a> </i> &nbsp;
It is concluded that in the long-run, volatility inferred from the option prices using CIV provides an unbiased forecast of RV.  ...  To improve the modelling of duration of price-change events, we consider the price-change events as marked duration process and employ asymmetric ACD model to capture the asymmetric dynamics of pricechange  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11634-016-0243-0">doi:10.1007/s11634-016-0243-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yvrqlgllsbesbnvnzzci2egpl4">fatcat:yvrqlgllsbesbnvnzzci2egpl4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722050756/http://www.cfe-csda.org/cfe12/BoA.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/10.1007/s11634-016-0243-0"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Applications of Social Media in Hydroinformatics: A Survey [article]

Yufeng Yu, Yuelong Zhu, Dingsheng Wan, Qun Zhao, Kai Shu, Huan Liu
<span title="2019-05-01">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
can benefit from the social media technologies with newly emerged data, techniques and analytical tools to handle large datasets, from which creative ideas and new values could be mined.This paper first  ...  At last,some advanced topics and suggestions of water related social media applications from data collection, data quality management, fake news detection, privacy issues, algorithms and platforms was  ...  water pricing policies.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.03035v1">arXiv:1905.03035v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/72ignyiinjabnk2duldns475la">fatcat:72ignyiinjabnk2duldns475la</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200930110202/https://arxiv.org/ftp/arxiv/papers/1905/1905.03035.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/47/7c/477c2447f2cea53bede5e3eb021180b6423f9f9a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1905.03035v1" 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>

Distributed node authentication in wireless sensor networks

Feng Yang, Xuehai Zhou
<span title="">2010</span> <i title="IEEE"> 2010 2nd International Conference on Future Computer and Communication </i> &nbsp;
routing and forwarding, sensing rate control, and network resource allocation and pricing.  ...  Furthermore, new WSN topologies and applications have introduced more dynamics, such as time-varying power resources, data traffic patterns, and mobile sensing.  ...  At the upper level, every node x selects a local heaviest-weighted free hyper link (i * x , j * x ) = (x.optimal state, x.optimal neighbour ) from its own point of view.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icfcc.2010.5497835">doi:10.1109/icfcc.2010.5497835</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cnuk5y3arjdxxkhhrpoksskuzm">fatcat:cnuk5y3arjdxxkhhrpoksskuzm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190828222034/http://spiral.imperial.ac.uk:80/bitstream/10044/1/19676/1/Yang-S-2014-PhD-Thesis.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/c0/27/c0278cd92782b41cbcc3b68d037f76bb2976d2cb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icfcc.2010.5497835"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

AI and ML – Enablers for Beyond 5G Networks

Alexandros Kaloxylos, Anastasius Gavras, Daniel Camps Mur, Mir Ghoraishi, Halid Hrasnica
<span title="2020-12-01">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
In network diagnostics, attention is given to forecasting network conditions, characteristics and undesired events, such as security incidents. Estimating user location is part of network insights.  ...  This white paper on AI/ML as enablers of 5G and B5G networks is based on contributions from 5G PPP projects that research, implement and validate 5G and B5G network systems.  ...  An event pattern can either be fully matched against the streaming data, in which case events are detected, or partially matched, which allows for future occurrences of events to be forecast with various  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4299895">doi:10.5281/zenodo.4299895</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ngzbopfm6bb43lnrmep6nz5icm">fatcat:ngzbopfm6bb43lnrmep6nz5icm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210524235301/https://zenodo.org/record/4299895/files/AI-MLforNetworks-v1-0.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/e2/25/e225107ecbf595e39437c65df1608bc6a53dc472.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4299895"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Modelling and Optimisation of Resource Usage in an IoT Enabled Smart Campus [article]

Thanchanok Sutjarittham
<span title="2021-11-07">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Advances in the Internet of Things (IoT) technologies that can sense and communicate data from the physical world, coupled with data analytics and Artificial intelligence (AI) that can predict usage patterns  ...  Nonetheless, anecdotal evidence indicates that campus assets are not being utilised efficiently, often due to the lack of data collection and analysis, thereby limiting the ability to make informed decisions  ...  using a complete search algorithm such as backtracking, or an incomplete search such as local search algorithm [186] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.04085v1">arXiv:2111.04085v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3bx5bfg4nfg7xgkyrcey7w3k3a">fatcat:3bx5bfg4nfg7xgkyrcey7w3k3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211122182254/https://arxiv.org/pdf/2111.04085v1.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/29/fa/29fa2e39c9294bbd63d652145f865daed89d270b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.04085v1" 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>

An Introduction to Sensor Data Analytics [chapter]

Charu C. Aggarwal
<span title="2012-12-28">2012</span> <i title="Springer US"> Managing and Mining Sensor Data </i> &nbsp;
future position, and (iii) mining, extracting interesting patterns from spatiotemporal data.  ...  Different from the traditional events, sensor events come with temporal or spatio-temporal constraints and can be non-spontaneous.  ...  When a user submits a query from a grocery store, he identifies the product for which he wants price comparison information by snapping a photograph of the product's price tag (including bar code).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4614-6309-2_1">doi:10.1007/978-1-4614-6309-2_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pfbx566yfzgqpnjcuzonmxr23q">fatcat:pfbx566yfzgqpnjcuzonmxr23q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150206104149/http://charuaggarwal.net:80/sensortoc.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/10.1007/978-1-4614-6309-2_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Outlier Detection Strategies for WSNs: A Survey

Bhanu Chander, G. Kumaravelan
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/o63dl5tt4rchrgx6avnqabwxd4" style="color: black;">Journal of King Saud University: Computer and Information Sciences</a> </i> &nbsp;
In this scenario, sensor readings that have differed considerably from healthy behaviors will be considered abnormal data or anomalies/outliers.  ...  Wireless Sensor Networks (WSNs) are developed significantly from the last decades and attracted the attention of scientific and industrial domains.  ...  Discussion on AI based approaches Artificial intelligence (AI) techniques can rebuild data models from incomplete, partial, noisy data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jksuci.2021.02.012">doi:10.1016/j.jksuci.2021.02.012</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rpgswasszzbgdbkziskhqrqjam">fatcat:rpgswasszzbgdbkziskhqrqjam</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210605135159/https://pdf.sciencedirectassets.com/280416/AIP/1-s2.0-S1319157821000513/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEHYaCXVzLWVhc3QtMSJHMEUCIH1g5jvfW5i%2FHloev15j0ax9K6zv0%2Fd62niIpQ6EpuieAiEAxLkfOTHTjyR%2FlKnEYbqRar0m7G5lyCuydHbZp4EWMrEq%2BgMILhAEGgwwNTkwMDM1NDY4NjUiDHRKLwSbeUinuLIqPCrXAzIy7362wvSs31bjgkdMHa7NGNKb0W%2BSXp3RbWWUUMzy3%2F14LZ74ijqoq4cqJs%2Bp7j%2FaspzJgsmvhVutpgKEBJkaf4Fsi4QNp3q9v5P9kcDB8uH5yYHQMhew6E0RI%2FqCRmAQVmgPy%2FWyyLvxXQb%2BP7V0W%2Blu0IXduBalkXCB344lmWq0joWu%2FrRcLGdHAJzAwlCtSzmvNKmLuIJksnff3G%2F3nJB%2BRWQA8GjnEPDuQ4Hu9PwQswGhplm5Ta9dB6ytWZOY32l2x10YSOAneopZfs3opHJcSDb5y3Lk71ESybH1F%2Fy6i1nqNYu1Cch7UfoOTuFwpgvj5NQAJ1eV3DDat7FAIqWY8WrFAcC2WYTINPLQcevJkAiaOZY0ieewLNItMkA2GzHClpeo3uZBpEFo8%2BQ6vgJ9Q8ovMVAKKdV2O0XDLqwcRncNCJEh62IB5KLLPTMj4QvUK3Sx9Ae7XkbLsP4D736G9KK6f%2FYPLoGGdsIL48eYcp6MBZhjmXmxslTA%2FmQCOy4Cshf%2BXHM2zkw2ER9X8%2FG%2BsezYwejqJqtQ67YkFJQXsW2lt1WqtXcvIIGT2PWbqh8md2Nz%2B98Lf0PnB%2Fs1oj9x88Foqao6OiYTo7gQa4u2b83R0DCS8O2FBjqlAe6Hq5NZzdMXmbDPU37BF%2BphqmjkYh2LFea2T%2BeRrLcC96e7EM5EfOwBkrkTB5cPW3kBV6VVJCxt9K4viqgFXI9%2FEv1F4AKyjouwGrIYJJzaDAVxiqSm6YuI5NcV6ig8%2BeSp%2BovYBYyr7HyaWczVIjRYbx8geNaezm24QLFpAU4xa2LpSTfPKLcafQwegh4CdRYMzHQY94Bkl3C3OCN%2FmYsdvSdnrA%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20210605T135153Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTYRPAVFZL3%2F20210605%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=374b82bfe2c4a804a8b599e2654a490f524e5acd0a636e9bff7497c187b34159&amp;hash=d369ac39edad63e298cddc26c17929c7e00c04ebd4b70985f8df1f902471d26d&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S1319157821000513&amp;tid=spdf-6b812dfb-87f4-48b4-8a27-bfec4a39e0f9&amp;sid=c76a60511094374e38983d89abe3036c887bgxrqa&amp;type=client" 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/d0/e4/d0e4e360f2c381b1f25db7b72b2b1dcab839455d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jksuci.2021.02.012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Deep Neural Mobile Networking [article]

Chaoyun Zhang
<span title="2020-10-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In particular, deep learning based solutions can automatically extract features from raw data, without human expertise.  ...  In this context, embedding machine intelligence into mobile networks becomes necessary, as this enables systematic mining of valuable information from mobile big data and automatically uncovering correlations  ...  Deep Learning for Spatio-Temporal Mobile Data Mining Accurate analysis of mobile traffic data over a geographical region is becoming increasingly essential for event localization, network resource allocation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.05267v1">arXiv:2011.05267v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yz2zp5hplzfy7h5kptmho7mbhe">fatcat:yz2zp5hplzfy7h5kptmho7mbhe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201112024651/https://arxiv.org/pdf/2011.05267v1.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/20/de20e985cab67d4b395e12f4734dc7463e818b37.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.05267v1" 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>

Unit commitment considering multiple charging and discharging scenarios of plug-in electric vehicles

Zhile Yang, Kang Li, Qun Niu, Aoife Foley
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qm5nunzmyva4tfjekdcm34uvhq" style="color: black;">2015 International Joint Conference on Neural Networks (IJCNN)</a> </i> &nbsp;
IEEE CEC is a major event in the field of evolutionary computation, and covers all topics in evolutionary computation from theory t o applications.  ...  Big Data Streams tut17: Tutorial 17: Feature Selection Tech- nique for Gene Expression Data Analysis tut18: Tutorial 18: Spiking Neu- ral Networks in Silicon: From Building Blocks to  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ijcnn.2015.7280446">doi:10.1109/ijcnn.2015.7280446</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ijcnn/YangLNF15.html">dblp:conf/ijcnn/YangLNF15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6xlakikcfzfyhhm2spooe2j7ra">fatcat:6xlakikcfzfyhhm2spooe2j7ra</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723050917/https://www.ijcnn.org/assets/docs/frontmatter2-v22.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/af/24/af24156a2ae18b1603bc61d4defce367c3899ac9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ijcnn.2015.7280446"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Deep Learning in Mobile and Wireless Networking: A Survey [article]

Chaoyun Zhang, Paul Patras, Hamed Haddadi
<span title="2019-01-30">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
One potential solution is to resort to advanced machine learning techniques to help managing the rise in data volumes and algorithm-driven applications.  ...  Drawing from our experience, we discuss how to tailor deep learning to mobile environments. We complete this survey by pinpointing current challenges and open future directions for research.  ...  The authors combine ConvLSTMs and 3D CNNs to construct spatiotemporal neural networks that capture the complex spatiotemporal features at city scale.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1803.04311v3">arXiv:1803.04311v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/awuvyviarvbr5kd5ilqndpfsde">fatcat:awuvyviarvbr5kd5ilqndpfsde</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200822023821/https://arxiv.org/pdf/1803.04311v3.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/e4/dc/e4dc861db261aa597bdbb59d0413fadf9c855ee1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1803.04311v3" 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>

Deep Learning in Mobile and Wireless Networking: A Survey

Chaoyun Zhang, Paul Patras, Hamed Haddadi
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b4kxurpz5vbn7gog6wq32vliii" style="color: black;">IEEE Communications Surveys and Tutorials</a> </i> &nbsp;
One potential solution is to resort to advanced machine learning techniques, in order to help manage the rise in data volumes and algorithm-driven applications.  ...  Drawing from our experience, we discuss how to tailor deep learning to mobile environments. We complete this survey by pinpointing current challenges and open future directions for research.  ...  The authors combine ConvLSTMs and 3D CNNs to construct spatiotemporal neural networks that capture the complex spatiotemporal features at city scale.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/comst.2019.2904897">doi:10.1109/comst.2019.2904897</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xmmrndjbsfdetpa5ef5e3v4xda">fatcat:xmmrndjbsfdetpa5ef5e3v4xda</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200322003440/https://www.research.ed.ac.uk/portal/files/81194497/comst19.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/da/7d/da7d4cfc324f767916a05a9cc1abc39717884d84.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/comst.2019.2904897"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

2020 Index IEEE Transactions on Systems, Man, and Cybernetics: Systems Vol. 50

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/whrz22ivnbhwbbeoexygwc4ybq" style="color: black;">IEEE Transactions on Systems, Man &amp; Cybernetics. Systems</a> </i> &nbsp;
-that appeared in this periodical during 2020, and items from previous years that were commented upon or corrected in 2020.  ...  Wang, F., +, TSMC Jan. 2020 220-232 Financial data processing A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting.  ...  Yang, Z., +, TSMC Feb. 2020 539-549 Meta data A UAV Video Dataset for Mosaicking and Change Detection From Low-Al-titude Flights.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tsmc.2021.3054492">doi:10.1109/tsmc.2021.3054492</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zartzom6xvdpbbnkcw7xnsbeqy">fatcat:zartzom6xvdpbbnkcw7xnsbeqy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210130184714/https://ieeexplore.ieee.org/ielx7/6221021/9261964/09336755.pdf?tp=&amp;arnumber=9336755&amp;isnumber=9261964&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/0f/b9/0fb9dc11dda103177305124884b489d7aabc2d08.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tsmc.2021.3054492"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Toward the Integrated Marine Debris Observing System

Nikolai Maximenko, Paolo Corradi, Kara Lavender Law, Erik Van Sebille, Shungudzemwoyo P. Garaba, Richard Stephen Lampitt, Francois Galgani, Victor Martinez-Vicente, Lonneke Goddijn-Murphy, Joana Mira Veiga, Richard C. Thompson, Christophe Maes (+50 others)
<span title="2019-08-28">2019</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/texsnjoz7rctvkgcmnhp4zdp5q" style="color: black;">Frontiers in Marine Science</a> </i> &nbsp;
A network of in situ observations, including reports from volunteers, citizen scientists and ships of opportunity, will be developed to provide data for calibration/validation of remote sensors and to  ...  Remote sensing technologies will provide spatially coherent coverage and consistent surveying time series at local to global scale.  ...  VHR Hyper 350-2,500 Handheld Spectral evolution VHR Hyper 350-2,500 Handheld in concert with other observing ocean systems, such as weather forecast and disaster/accident warning systems  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fmars.2019.00447">doi:10.3389/fmars.2019.00447</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7qynetrwxjhnzpi3qk3ni2ekim">fatcat:7qynetrwxjhnzpi3qk3ni2ekim</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200210173908/https://fjfsdata01prod.blob.core.windows.net/articles/files/437964/pubmed-zip/.versions/1/.package-entries/fmars-06-00447/fmars-06-00447.pdf?sv=2015-12-11&amp;sr=b&amp;sig=7VZ1KgUkw1%2BbLuRrAHOAujU7PFJwLPIg18JgwE2QNUw%3D&amp;se=2020-02-10T17%3A39%3A37Z&amp;sp=r&amp;rscd=attachment%3B%20filename%2A%3DUTF-8%27%27fmars-06-00447.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/d8/bfd8af54572a110c476908a86808a2f6a529f54f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fmars.2019.00447"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a>

Earth system data cubes unravel global multivariate dynamics

Miguel D. Mahecha, Fabian Gans, Gunnar Brandt, Rune Christiansen, Sarah E. Cornell, Normann Fomferra, Guido Kraemer, Jonas Peters, Paul Bodesheim, Gustau Camps-Valls, Jonathan F. Donges, Wouter Dorigo (+8 others)
<span title="2020-02-25">2020</span> <i title="Copernicus GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xmod3vi2ybbb5b64zveedgalwu" style="color: black;">Earth System Dynamics</a> </i> &nbsp;
and/or model–data integration.  ...  data cubes is one promising avenue.  ...  and therefore produced by data assimilation tech- niques in combination with a forecast model.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/esd-11-201-2020">doi:10.5194/esd-11-201-2020</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zlkp5tg5f5gohcy3ytukej2qgu">fatcat:zlkp5tg5f5gohcy3ytukej2qgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200229021057/https://www.earth-syst-dynam.net/11/201/2020/esd-11-201-2020.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/cc/2c/cc2c934fb7d0c52040657d1a034eaf32cd41f069.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5194/esd-11-201-2020"> <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>

Generative Models of Brain Dynamics – A review [article]

Mahta Ramezanian Panahi, Germán Abrevaya, Jean-Christophe Gagnon-Audet, Vikram Voleti, Irina Rish, Guillaume Dumas
<span title="2021-12-23">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We discuss the limitations and unique dynamical traits of brain data and the complementary need for hypothesis- and data-driven modeling.  ...  By way of conclusion, we present several hybrid generative models from recent literature in scientific machine learning, which can be efficiently deployed to yield interpretable models of neural dynamics  ...  Guillaume Dumas is funded by the Institute for Data Valorization (IVADO), Montréal and the Fonds de recherche du Québec (FRQ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2112.12147v2">arXiv:2112.12147v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gg2njt2ks5gudk7ewxype2zvni">fatcat:gg2njt2ks5gudk7ewxype2zvni</a> </span>
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