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Being picky

Aleksandar Stupar, Sebastian Michel
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6g37zvjwwrhv3dizi6ffue642m" style="color: black;">Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM &#39;12</a> </i> &nbsp;
In this work, we consider processing such top-K queries under the constraint that the result items are members of a specific set, which is provided at query time.  ...  We call this restriction a setdefined selection criterion. Set-defined selections drastically influence the pros and cons of an id-ordered index vs. a scoreordered index.  ...  Figure 1 : 1 Top-K query with set-defined selection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2396761.2396877">doi:10.1145/2396761.2396877</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cikm/StuparM12.html">dblp:conf/cikm/StuparM12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xfe6bweyifbv3aa5jq6wdyoyki">fatcat:xfe6bweyifbv3aa5jq6wdyoyki</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130120014448/http://picasso.mmci.uni-saarland.de:80/papers/cikm2012.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/11/87/11878fd439495a799b4f9e00780ed175de2582ca.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2396761.2396877"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Shared probe design and existing microarray reanalysis using PICKY

Hui-Hsien Chou
<span title="2010-04-20">2010</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/n5zrklrhlzhtdorf4rk4rmeo3i" style="color: black;">BMC Bioinformatics</a> </i> &nbsp;
PICKY 2.0 can design shared probes for sets of genes that cannot be individually identified using unique probes.  ...  still useful with respect to the updated annotations.  ...  evaluations, and a few PICKY users for providing encouragements and valuable feedbacks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1471-2105-11-196">doi:10.1186/1471-2105-11-196</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/20406469">pmid:20406469</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2875240/">pmcid:PMC2875240</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q5dhbj65xnf33ejfyxyhplwmay">fatcat:q5dhbj65xnf33ejfyxyhplwmay</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830105946/https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/1471-2105-11-196?site=http://bmcbioinformatics.biomedcentral.com" 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/17/2c/172c1d226ae7581c603ac761f564195ce343d110.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1471-2105-11-196"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2875240" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Immutably answering Why-Not questions for equivalent conjunctive queries

Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki
<span title="2015-10-28">2015</span> <i title="Lavoisier"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/quh3djrbmrd7pnzo2z2z6e5cpa" style="color: black;">Ingénierie des Systèmes d&#39;Information</a> </i> &nbsp;
However, algorithms producing such query-based explanations so far may return different results for reordered conjunctive query trees, and even worse, these results may be incomplete.  ...  Clearly, this represents a significant usability problem, as the explanations developers get may be partial and developers have to worry about the query tree representation of their query, losing the advantage  ...  Each atomic condition c is associated with a query operator op in Q, and we define the set of picky operators w.r.t. τ as P Oτ = {op|op associated with some c ∈ P Cτ }.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3166/isi.20.5.27-52">doi:10.3166/isi.20.5.27-52</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7ign677afvgppnuou6stgv5c5y">fatcat:7ign677afvgppnuou6stgv5c5y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503134753/https://hal.archives-ouvertes.fr/hal-01095479/file/Ted2014.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/a6/95/a6957c6fb1d1b9dbb5a68d62289aee8302bf0bd7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3166/isi.20.5.27-52"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Efficient Computation of Polynomial Explanations of Why-Not Questions

Nicole Bidoit, Melanie Herschel, Aikaterini Tzompanaki
<span title="">2015</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6g37zvjwwrhv3dizi6ffue642m" style="color: black;">Proceedings of the 24th ACM International on Conference on Information and Knowledge Management - CIKM &#39;15</a> </i> &nbsp;
This paper [6] focusses on processing Why-Not questions following a query-based approach that identifies the culprit query components.  ...  Answering a Why-Not question consists in explaining why the result of a query does not contain some expected data, called missing answers.  ...  [17] ), reverse skyline queries (Islam et. al. [22] ), reverse Top-k queries (WQRTQ [13] ), spatial keyword Top-K queries (Chen et. al. [10] ) etc.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2806416.2806426">doi:10.1145/2806416.2806426</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cikm/BidoitHT15.html">dblp:conf/cikm/BidoitHT15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yhn5i4qsbjbmxk7njdv5f6m6xq">fatcat:yhn5i4qsbjbmxk7njdv5f6m6xq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151101054232/https://hal.archives-ouvertes.fr/hal-01182104/file/BDA2015.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/63/9b/639beff176624f23903c55fa0d912777d547c351.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2806416.2806426"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Asynchronous Stochastic Optimization Robust to Arbitrary Delays [article]

Alon Cohen, Amit Daniely, Yoel Drori, Tomer Koren, Mariano Schain
<span title="2021-11-15">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This improves over previous work, which showed that stochastic gradient decent achieves the same rate but with respect to the maximal delay max_t d_t, that can be significantly larger than the average  ...  This setting abstracts asynchronous distributed optimization where a central server receives gradient updates computed by worker machines.  ...  Table 2 : 2 Eventual (top-1) accuracy of the experiments in Fig.1for train and evaluation data sets.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.11879v2">arXiv:2106.11879v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tldfqi6vsjeu7lw5sxtwd5htrq">fatcat:tldfqi6vsjeu7lw5sxtwd5htrq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211118094047/https://arxiv.org/pdf/2106.11879v2.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/3d/28/3d2861d4fa3816afb672014eaee03978b965a1e0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.11879v2" 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>

Why-query support in graph databases

Elena Vasilyeva
<span title="">2016</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vuw5ktdyknehrehttg5qm4rfqm" style="color: black;">2016 IEEE 32nd International Conference on Data Engineering Workshops (ICDEW)</a> </i> &nbsp;
Considering graph queries to be complex structures with multiple constraints, iii we investigate different ways of generating explanations starting from the most general one that considers only a query  ...  The unexpectedness of result sets can be expressed in terms of their size or content. In the first case, users have to solve the empty-answer, too-many-, or too-few-answers problems.  ...  While top-k queries deliver K ranking results according to a user-defined weighting function, reverse top-k queries with respect to an item q return those preference functions from a given set of functions  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdew.2016.7495652">doi:10.1109/icdew.2016.7495652</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icde/Vasilyeva16.html">dblp:conf/icde/Vasilyeva16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/snct4vcbsrf4rpdjjbqtxyzpq4">fatcat:snct4vcbsrf4rpdjjbqtxyzpq4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427125149/http://tud.qucosa.de/api/qucosa%3A30224/attachment/ATT-0/" 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/c0/14/c01487c2f7b8cb90e9fb2825805ae521844cff3e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icdew.2016.7495652"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Continuous top-k query for graph streams

Shirui Pan, Xingquan Zhu
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6g37zvjwwrhv3dizi6ffue642m" style="color: black;">Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM &#39;12</a> </i> &nbsp;
Our method represents the first research endeavor for data stream based top-k correlated graph query.  ...  In this paper, we propose to query correlated graphs in a data stream scenario, where an algorithm is required to retrieve the top k graphs which are mostly correlated to a query graph q.  ...  Queries Being Picky-Processing Top-K Queries with Set-Defined Selections (Page 912) Aleksandar Stupar (Saarland University) Sebastian Michel (Saarland University) Finding Top k Most Influential  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2396761.2398717">doi:10.1145/2396761.2398717</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cikm/PanZ12a.html">dblp:conf/cikm/PanZ12a</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lugcho6xdbdtzgg5srgcqkwvsa">fatcat:lugcho6xdbdtzgg5srgcqkwvsa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200322050710/https://opus.lib.uts.edu.au/bitstream/10453/121596/1/2011008005OK.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/42/cc/42ccbaf1a30f2f679f1fa5e1d006d71245f55d05.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2396761.2398717"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

NanoVar: Accurate Characterization of Patients' Genomic Structural Variants Using Low-Depth Nanopore Sequencing [article]

Cheng Yong Tham, Roberto Tirado-Magallanes, Yufen Goh, Melissa Jane Fullwood, Bryan T.H Koh, Wilson Wang, Chin Hin Ng, Wee Joo Chng, Alexandre Thiery, Daniel G Tenen, Touati Benoukraf
<span title="2019-06-17">2019</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The low sequencing depth requirements of NanoVar enable the use of Nanopore sequencing for accurate SV characterization at a lower sequencing cost, an approach compatible with clinical studies and large-scale  ...  A single top confidence scoring SV was selected from each breakend read ratio interval of 0.1 from 0.4 to 0.9, while the top three highest confidence scoring SVs were selected for the interval of 0.9 to  ...  Cells were pelleted by centrifugation again with the same settings.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/662940">doi:10.1101/662940</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gdcptznlmbf7ljhwux322gmoka">fatcat:gdcptznlmbf7ljhwux322gmoka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200711044310/https://www.biorxiv.org/content/biorxiv/early/2019/06/17/662940.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/e1/70/e170924ad28e585180a50e1de155822888105853.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/662940"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

A novel two-box search paradigm for query disambiguation

David C. Anastasiu, Byron J. Gao, Xing Jiang, George Karypis
<span title="2011-12-28">2011</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tdniohqnfvcqrpinoqffpwlpgq" style="color: black;">World wide web (Bussum)</a> </i> &nbsp;
A vast advantage of Bobo is that a wide range of domain knowledge can be effectively utilized, where helpful contextual terms do not even need to co-occur with query terms on any page.  ...  altering the original query.  ...  In other words, given a query q j ∈ Q, the set {d 1 ...d j } of relevant documents for q j , and R jk , the set of retrieved documents from top to d k , and considering the precision of a set of retrieved  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11280-011-0154-0">doi:10.1007/s11280-011-0154-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hxpyqkriybe7djugjftmijapnq">fatcat:hxpyqkriybe7djugjftmijapnq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160213002752/http://davidanastasiu.net:80/pdf/papers/2013-AnastasiuGJK-WWW.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/be/5b/be5b56083e433f32130f5321568eb691a9f19460.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11280-011-0154-0"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Optimizing Iceberg Queries with Complex Joins

Brett Walenz, Sudeepa Roy, Jun Yang
<span title="">2017</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vxrc3vebzzachiwy3nopwi3h5u" style="color: black;">Proceedings of the 2017 ACM International Conference on Management of Data - SIGMOD &#39;17</a> </i> &nbsp;
the join part of query processing, which can be exceedingly expensive even for a small result set.  ...  This paper proposes a framework for combining a number of techniques-a-priori, memoization, and pruning-to optimize iceberg queries with complex joins.  ...  For highly selective iceberg queries, pruning can be extremely effective, with a few queries seeing more than 300× speedup.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3035918.3064053">doi:10.1145/3035918.3064053</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigmod/WalenzR017.html">dblp:conf/sigmod/WalenzR017</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x7zvmf5vdnhyxmhhzjsi3itq5m">fatcat:x7zvmf5vdnhyxmhhzjsi3itq5m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218134929/https://static.aminer.org/pdf/20170130/pdfs/sigmod/mpnhuvgwcflska9rjgqhvkeupi34ybmt.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/f4/ce/f4ce38890e1fe41ea5de1e8086ac24c45857acb9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3035918.3064053"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Stronger NAS with Weaker Predictors [article]

Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan
<span title="2021-11-03">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Extensive experiments demonstrate that WeakNAS costs fewer samples to find top-performance architectures on NAS-Bench-101 and NAS-Bench-201.  ...  Given limited samples, these predictors, however, are far from accurate to locate top architectures due to the difficulty of fitting the huge search space.  ...  k = { fk (s)|s ∈ X \ S k }, S M ⊂ Top N ( P k ), S k+1 = S M ∪ S k , where Top N ( P k ) denote the set of top N architectures in P k (Predictor Fitting) x * = arg max x∈X f (x|S k+1 ), s.t. fk+1 = arg  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.10490v3">arXiv:2102.10490v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cwgtwgwshvezjihtkuk5vd5okq">fatcat:cwgtwgwshvezjihtkuk5vd5okq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211119121318/https://arxiv.org/pdf/2102.10490v3.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/a6/3f/a63f3b4e7d68a22bb545e82876dba810aa95cc72.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.10490v3" 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>

Content-based retrieval for heterogeneous domains

Makoto P. Kato, Hiroaki Ohshima, Katsumi Tanaka
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR &#39;12</a> </i> &nbsp;
However, input examples and relevant data can be dissimilar, especially when domains from which the user selects examples and from which the system retrieves data are different.  ...  To verify the effectiveness of our proposed method, we evaluated various methods with a test collection developed for content-based geographic object retrieval.  ...  Nakajima and Tanaka proposed a relative query processing method [18] . A relative query consists of a set of instances and an instance in the set.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2348283.2348392">doi:10.1145/2348283.2348392</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigir/KatoOT12.html">dblp:conf/sigir/KatoOT12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ikkyqsobhvd3jh7z7rwwrsrjfy">fatcat:ikkyqsobhvd3jh7z7rwwrsrjfy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706083139/http://www.mpkato.net/wp-content/uploads/2012/08/fp070-kato.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/cb/6e/cb6e007164f806d559da782181be59425b988ec3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2348283.2348392"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Opinion-based entity ranking

Kavita Ganesan, ChengXiang Zhai
<span title="2011-08-18">2011</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qkuxm4jkpnclphpwzqgsg7qnae" style="color: black;">Information retrieval (Boston)</a> </i> &nbsp;
Our idea is to represent each entity with the text of all the reviews of that entity.  ...  Such content can be very useful to help people find interesting entities like products, businesses and people based on their individual preferences or tradeoffs.  ...  ., Q k be a query with k aspects and E be an entity. Let r i (E) be the AAR of E in aspect i.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10791-011-9174-8">doi:10.1007/s10791-011-9174-8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5qz4rojo25dkrpsrz6kw4if6cq">fatcat:5qz4rojo25dkrpsrz6kw4if6cq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171202144956/https://core.ac.uk/download/pdf/4824140.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/dd/33/dd332d54fb9a5ac32d16e1d32cc4d6e7ccf5bb5b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10791-011-9174-8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Active Learning Strategies for Phenotypic Profiling of High-Content Screens

Kevin Smith, Peter Horvath
<span title="2014-03-18">2014</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bwshfcx7t5cqxmk54zjqv4rihu" style="color: black;">Journal of Biomolecular Screening</a> </i> &nbsp;
Classification performance increases with the number of labeled examples, and because labeling examples demands time from an expert, the training process represents a significant time investment.  ...  Our results show that active learning significantly reduces the time cost and can be used to reveal the same phenotypic targets identified using SML.  ...  Lenherr Smith for help with the figures.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/1087057114527313">doi:10.1177/1087057114527313</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/24643256">pmid:24643256</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bjjtvpkclngvfk32mk5d5ro7oi">fatcat:bjjtvpkclngvfk32mk5d5ro7oi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719015111/http://real.mtak.hu/26706/2/685.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/72/35/723501b12e89970bd75a9bae442fe648ca8aa677.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1177/1087057114527313"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> sagepub.com </button> </a>

Evaluating the effectiveness of relevance feedback based on a user simulation model: effects of a user scenario on cumulated gain value

Heikki Keskustalo, Kalervo Järvelin, Ari Pirkola
<span title="2008-01-17">2008</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qkuxm4jkpnclphpwzqgsg7qnae" style="color: black;">Information retrieval (Boston)</a> </i> &nbsp;
Thus, while the highly relevant feedback documents seem to be in a decisive role in order to improve the ranked result for a very patient user (the scenario <3,30,30>), it actually still makes sense to  ...  In that study, the top 1000 documents were evaluated by using a systemoriented effectiveness measure (MAP) and freezing was not used because the effectiveness of the pseudo RF and the user model based  ...  If the user is very picky, it may happen that no feedback is available in small browsing windows. In that case, no improvement can be made regarding the baseline query.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10791-007-9043-7">doi:10.1007/s10791-007-9043-7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rdx2cif5fzeqtau6u366npjccu">fatcat:rdx2cif5fzeqtau6u366npjccu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922233734/http://tampub.uta.fi/bitstream/handle/10024/65967/evaluating_the_effectiveness_of_relevance_feedback_2008.pdf?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d0/49/d04926cab6c929efd3af53e6ab6d98a449552945.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10791-007-9043-7"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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