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Multi-space probabilistic sequence modeling

Shuo Chen, Jiexun Xu, Thorsten Joachims
<span title="">2013</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fqqihtxlu5bvfaqxjyvqcob35a" style="color: black;">Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD &#39;13</a> </i> &nbsp;
We show that computation and memory for training these multi-space models can be efficiently parallelized over many nodes of a cluster.  ...  Probabilistic embedding methods provide elegant approaches to these problems, but can be expensive to train and store as a large monolithic model.  ...  The Multi-LME model itself is a probabilistic embedding model that is trained via maximum likelihood in two steps.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2487575.2487632">doi:10.1145/2487575.2487632</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/kdd/ChenXJ13.html">dblp:conf/kdd/ChenXJ13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uhr7djbaknfzfocznu2guun3xq">fatcat:uhr7djbaknfzfocznu2guun3xq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150614084610/http://www.cs.cornell.edu/People/tj/publications/chen_etal_13a.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/63/da634ffef6bb0fe1ed66d35333cca98af2bf427b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2487575.2487632"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting [article]

Harshavardhan Kamarthi, Lingkai Kong, Alexander Rodríguez, Chao Zhang, B. Aditya Prakash
<span title="2022-02-25">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We propose a general probabilistic multi-view forecasting framework CAMul, that can learn representations and uncertainty from diverse data sources.  ...  Most previous work on multi-modal learning and forecasting simply aggregate intermediate representations from each data view by simple methods of summation or concatenation and do not explicitly model  ...  State Space models [35, 42] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.07438v3">arXiv:2109.07438v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/evrjyb2jqjc65kelr3w7wj4phq">fatcat:evrjyb2jqjc65kelr3w7wj4phq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220530043611/https://arxiv.org/pdf/2109.07438v3.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/e1/2d/e12d09e91c858f33a810eb69c1bd45a9d9cd73ad.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.07438v3" 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>

Multi-model cross-pollination in time

Hailiang Du, Leonard A. Smith
<span title="">2017</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jsigantcpjamteymlcjp25zyvq" style="color: black;">Physica D : Non-linear phenomena</a> </i> &nbsp;
Predictive skill of complex models is often not uniform in model-state space; in weather forecasting models, for example, the skill of the model can be greater in populated regions of interest than in  ...  Given a collection of models, a multi-model forecast system using the cross pollination in time approach can be generalised to take advantage of instances where some models produce systematically more  ...  Given N sequences of states in the observation space, {S (1), . . . , S (N )}, each individual model can apply a data assimilation scheme to each sequence of state to obtain a sequence of model-states  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.physd.2017.06.001">doi:10.1016/j.physd.2017.06.001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5a5vr3633jgenpkof3uuckvltm">fatcat:5a5vr3633jgenpkof3uuckvltm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180718223515/http://eprints.lse.ac.uk/81834/1/Smith_Multi-model%20cross-pollination_2017.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/03/f9/03f928ece7e0a505bb0adb08d0cd4a414332e866.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.physd.2017.06.001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

A study on sequential pattern mining on chemical information

S Sathya, N Rajendran
<span title="2018-06-08">2018</span> <i title="Science Publishing Corporation"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/piy2nrvrjrfcfoz5nmre6zwa4i" style="color: black;">International Journal of Engineering &amp; Technology</a> </i> &nbsp;
The designed model is termed as the probabilistic sequence translation-alignment model (PSTAM).  ...  Probabilistic Sequence Translation-Alignment Model (PSTAM) was presented in [4] to collect the feature alignment.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14419/ijet.v7i2.33.14828">doi:10.14419/ijet.v7i2.33.14828</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4xofoypxcnhodolqoywc256mqe">fatcat:4xofoypxcnhodolqoywc256mqe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200216184926/https://www.sciencepubco.com/index.php/ijet/article/download/14828/6077" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/84/42/8442a259c77adb759462e71ce5ebd6a5919cb133.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14419/ijet.v7i2.33.14828"> <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>

Segmenting Multi-attribute Sequences Using Dynamic Bayesian Networks

Robert Gwadera, Janne Toivola, Jaakko Hollmen
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gckg3mzs4fhxhbrvmbsa54bccm" style="color: black;">Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007)</a> </i> &nbsp;
Many real-life multi-sequences have a segmental structure, with segments of differing complexities of attribute dependencies, which reflects a changing nature of the dependencies over time and space.  ...  In this paper we propose a new approach for discovering dependencies in multi-sequences which considers a possible segmental nature of such dependencies and tries to describe the multisequences in probabilistic  ...  However all the presented approaches assumed a single model of dependence over the entire multi-sequence implying that the multi-sequence is time homogeneous in terms of such dependencies.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdmw.2007.98">doi:10.1109/icdmw.2007.98</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icdm/GwaderaTH07.html">dblp:conf/icdm/GwaderaTH07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/omp7b7eepvhm7ceq3sqck5lrxu">fatcat:omp7b7eepvhm7ceq3sqck5lrxu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705060717/http://cis.legacy.ics.tkk.fi/gwadera/mseg/mseg.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/b1/f2/b1f2b659f9d3010d801311188236475c962c2808.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdmw.2007.98"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting

Harshavardhan Kamarthi, Lingkai Kong, Alexander Rodriguez, Chao Zhang, B Aditya Prakash
<span title="2022-04-25">2022</span> <i title="ACM"> Proceedings of the ACM Web Conference 2022 </i> &nbsp;
We propose a general probabilistic multi-view forecasting framework CAMul, which can learn representations and uncertainty from diverse data sources.  ...  Most previous works on multi-view time-series forecasting aggregate features from each data view by simple summation or concatenation and do not explicitly model uncertainty for each data view.  ...  State Space models [35, 42] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3485447.3512037">doi:10.1145/3485447.3512037</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rwafoqgrmbfbbjpzysiwl6kb7q">fatcat:rwafoqgrmbfbbjpzysiwl6kb7q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220428065908/https://dl.acm.org/doi/pdf/10.1145/3485447.3512037" 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/fd/4e/fd4eab8f7d4c5f4d0783f336447a12c0af4141c4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3485447.3512037"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Tensor Program Optimization with Probabilistic Programs [article]

Junru Shao, Xiyou Zhou, Siyuan Feng, Bohan Hou, Ruihang Lai, Hongyi Jin, Wuwei Lin, Masahiro Masuda, Cody Hao Yu, Tianqi Chen
<span title="2022-05-26">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper introduces MetaSchedule, a domain-specific probabilistic programming language abstraction to construct a rich search space of tensor programs.  ...  Most existing efforts adopt a search space which lacks the ability to efficiently enable domain experts to grow the search space.  ...  The probabilistic language on the left defines the entire search space S(e 0 ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.13603v1">arXiv:2205.13603v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lfis4cuk4jbjbbzbrhfckldkwm">fatcat:lfis4cuk4jbjbbzbrhfckldkwm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220531043255/https://arxiv.org/pdf/2205.13603v1.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/d6/6a/d66a1ba9e33655f4636402f7e44466b39830fdfa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.13603v1" 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 improved multi-label classification method and its application to functional genomics

Benhui Chen, Weifeng Gu, Jinglu Hu
<span title="">2010</span> <i title="Inderscience Publishers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wo25vr36jnehrd7xlamyeoiozi" style="color: black;">International Journal of Computational Biology and Drug Design</a> </i> &nbsp;
Firstly, an improved probabilistic SVM with delicate decision boundary is used as scoring approach to obtain a proper label rank.  ...  In this paper, a multi-label classification method based on label ranking and delicate boundary Support Vector Machine (SVM) is proposed for solving the functional genomics applications.  ...  It can improve the probabilistic label ranking by introducing the information of multi-label training samples in overlapping sample space into learning procedure.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1504/ijcbdd.2010.035239">doi:10.1504/ijcbdd.2010.035239</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/20852337">pmid:20852337</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aybukm3ffncutna7h6sbdqxtfe">fatcat:aybukm3ffncutna7h6sbdqxtfe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190222025738/http://pdfs.semanticscholar.org/32a1/7048d6964ab02dd7dfd057950ffdb7941d70.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/32/a1/32a17048d6964ab02dd7dfd057950ffdb7941d70.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1504/ijcbdd.2010.035239"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Verifying Weak Probabilistic Noninterference

Ali A., Jaber Karimpour, Ayaz Isazadeh, Shahriar Lotfi
<span title="">2017</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;
Behavior of multi-threaded programs is modeled using probabilistic Kripke structures and formalize weak probabilistic noninterference in terms of these structures.  ...  Weak probabilistic noninterference is a security property for enforcing confidentiality in multi-threaded programs.  ...  R is called quotient space, denoted / SR . Probabilistic Kripke structures are used to model operational semantics of probabilistic programs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2017.081026">doi:10.14569/ijacsa.2017.081026</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mef4uuk6frbvji4d2fegyinfmy">fatcat:mef4uuk6frbvji4d2fegyinfmy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720193232/http://thesai.org/Downloads/Volume8No10/Paper_26-Verifying_Weak_Probabilistic_Noninterference.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/0a/45/0a45628d9292dd19ddc18b6b1c63dfbee0193c91.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2017.081026"> <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>

Day-ahead Scheduling for an Electric Vehicle PV-based Battery Swapping Station Considering the Dual Uncertainties

Hong Liu, Yuhan Zhang, Shaoyun Ge, Chenghong Gu, Furong Li
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Then, the deterministic transformation of chance constraints is implemented based on probabilistic sequences of stochastic variables.  ...  Thereafter, the feasible solution space of the proposed model is determined based on the battery controllable load margin, and then the fast optimization method for the BSS day-ahead scheduling model is  ...  FIGURE 2 . 2 Time-series multi-state probabilistic sequence of PV output. FIGURE 3 . 3 Time-series multi-state probabilistic sequence of swapping demand.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2935774">doi:10.1109/access.2019.2935774</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qgadxgicd5e63aeauk6himayg4">fatcat:qgadxgicd5e63aeauk6himayg4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429010142/https://ieeexplore.ieee.org/ielx7/6287639/8600701/08804191.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/12/4a/124ae125dffc9f4360785b3469e4fde2e9befc1d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2935774"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Multiview foreground segmentation using 3D probabilistic model

Jaime Gallego, Montse Pardas
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/anlh4tvwprcrtoxv5d4h6a7rye" style="color: black;">2014 IEEE International Conference on Image Processing (ICIP)</a> </i> &nbsp;
Index Terms-3D reconstruction, Multi-view foreground segmentation, 3D probabilistic model, SCGMM.  ...  We propose a complete multi-view foreground segmentation and 3D reconstruction system that defines a 3-dimensional probabilistic model to model the foreground object in the 3 spatial dimensions, thus gathering  ...  We propose to define a 3-dimensional modeling of the foreground object under analysis in order to centralize the probabilistic information of the object, for all the views, in the 3-dimensional space,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icip.2014.7025671">doi:10.1109/icip.2014.7025671</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icip/GallegoP14a.html">dblp:conf/icip/GallegoP14a</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h3ehmhdzjjd63bvqvlv7u3glk4">fatcat:h3ehmhdzjjd63bvqvlv7u3glk4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722014532/https://imatge.upc.edu/web/sites/default/files/pub/cGallego14a.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/94/a7/94a70b9aee205132a2611a3f87c81f7e301637e5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icip.2014.7025671"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Multi-Resolution Range Data Fusion for Multi-View Stereo Reconstruction [chapter]

Andreas Kuhn, Heiko Hirschmüller, Helmut Mayer
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This allows for an efficient modeling of point clouds with very variable density. A probability function constructed in discrete space is built locally with a Bayesian approach.  ...  In this paper we present a probabilistic algorithm for multiview reconstruction from calibrated images.  ...  Propagation into Probabilistic Space We allocate a probability to those voxels in discrete space, which lie on the lineof-sight of our depth value in an area d a around the estimated depth, whose size  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40602-7_5">doi:10.1007/978-3-642-40602-7_5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7kxfxu6xg5hjbcm7jmuwl7pyiy">fatcat:7kxfxu6xg5hjbcm7jmuwl7pyiy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218004733/http://pdfs.semanticscholar.org/082a/5efe50d69b8f75651adafca3cc10801ae752.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/08/2a/082a5efe50d69b8f75651adafca3cc10801ae752.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-40602-7_5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Algorithmic approaches to clonal reconstruction in heterogeneous cell populations

Wazim Mohammed Ismail, Etienne Nzabarushimana, Haixu Tang
<span title="2019-12-07">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rs7kqbk47nd3nbcl32zad56uv4" style="color: black;">Quantitative Biology</a> </i> &nbsp;
We categorize these methods based on the type of input data that they use (space-resolved or time-resolved), and also based on their computational formulation as either combinatorial or probabilistic.  ...  The clonal theory of evolution provides a theoretical framework for modeling the evolution of clones.  ...  Whether these data are derived from bulk sequencing of a single sample or multi-sample or single-cell sequencing, clonal reconstruction remains an active area of research.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s40484-019-0188-3">doi:10.1007/s40484-019-0188-3</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32431959">pmid:32431959</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7236794/">pmcid:PMC7236794</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rcigo5p6evbylh2s2jh4xshpcu">fatcat:rcigo5p6evbylh2s2jh4xshpcu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200510080454/https://link.springer.com/content/pdf/10.1007%2Fs40484-019-0188-3.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/53/ec/53ec8274d228ee153ac14942f306716e736dd121.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s40484-019-0188-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236794" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Complete multi-view reconstruction of dynamic scenes from probabilistic fusion of narrow and wide baseline stereo

Tony Tung, Shohei Nobuhara, Takashi Matsuyama
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/753trptklbb4nj6jquqadzwwdu" style="color: black;">2009 IEEE 12th International Conference on Computer Vision</a> </i> &nbsp;
This paper presents a novel approach to achieve accurate and complete multi-view reconstruction of dynamic scenes (or 3D videos). 3D videos consist in sequences of 3D models in motion captured by a surrounding  ...  In particular we present an original probabilistic framework to derive and predict the true surface of models.  ...  All multi-view frames of the model with texture are shown in Figure 6 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2009.5459384">doi:10.1109/iccv.2009.5459384</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iccv/TungNM09.html">dblp:conf/iccv/TungNM09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s5543fddybbopm72pvqo6ruqrm">fatcat:s5543fddybbopm72pvqo6ruqrm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812072715/http://vigir.missouri.edu/~gdesouza/Research/Conference_CDs/IEEE_ICCV_2009/contents/pdf/iccv2009_220.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/aa/bcaacae0728c6e6eba2279afaa6ebf2eb4b4cf7d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2009.5459384"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Learning to Sequence Multiple Tasks with Competing Constraints

Anqing Duan, Raffaello Camoriano, Diego Ferigo, Yanlong Huang, Daniele Calandriello, Lorenzo Rosasco, Daniele Pucci
<span title="">2019</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dmucnarmarh2fj6syg5jyqs7ny" style="color: black;">2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)</a> </i> &nbsp;
While many promising achievements have been shown, the majority of them are only focused on single-stroke movements, without taking into account the problem of multi-tasks sequencing.  ...  In this paper, we propose to address the issue of multi-tasks sequencing with emphasis on handling the so-called competing constraints, which emerge due to the existence of the concurrent constraints from  ...  Section II briefly reviews probabilistic modeling of multiple demonstrations. The proposed method for multi-tasks sequencing is introduced in Section III.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iros40897.2019.8968496">doi:10.1109/iros40897.2019.8968496</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iros/DuanCFHCRP19.html">dblp:conf/iros/DuanCFHCRP19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ouz2ktcexfecbo2q75pdiyvh4y">fatcat:ouz2ktcexfecbo2q75pdiyvh4y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201103044306/http://eprints.whiterose.ac.uk/159904/1/IROS19_sequence.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/1c/a3/1ca3f234f160e6d3fff3263af6a1c18048d86fc0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iros40897.2019.8968496"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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