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A Unified Framework for Quantum Supervised Learning [article]

Nhat A. Nghiem, Samuel Yen-Chi Chen, Tzu-Chieh Wei
<span title="2021-02-16">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Combined with the implicit approach, this connection provides a unified framework for quantum supervised learning.  ...  We will show that the implicit approach is a generalization of a recently introduced strategy, so-called quantum metric learning.  ...  Notably, our framework can naturally surpass this issue as the representation of the data in H is learned.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.13186v2">arXiv:2010.13186v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kwr4u2elujf4tehvbycccn3hby">fatcat:kwr4u2elujf4tehvbycccn3hby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210218012126/https://arxiv.org/pdf/2010.13186v2.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/b8/61/b8611b96e460110d0f25309f9d1b1771de6f7ef8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2010.13186v2" 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>

A framework for unifying presentation space

M. S. T. Carpendale, Catherine Montagnese
<span title="">2001</span> <i title="ACM Press"> Proceedings of the 14th annual ACM symposium on User interface software and technology - UIST &#39;01 </i> &nbsp;
We present a unified framework that provides a way of relating seemingly distinct methods, facilitating the inclusion of more than one presentation method in a single interface.  ...  This unified framework offers a geometric presentation library in which presentation variations are available independently of the mode of graphic representation.  ...  ACKNOWLEDGEMENTS The authors are grateful for support from Intel Research and thank Ann Grbavec and CJ Baker for the unstinting help in editing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/502356.502358">doi:10.1145/502356.502358</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tpggevsmifdbhcqpv537styk5m">fatcat:tpggevsmifdbhcqpv537styk5m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810093100/http://innovis.cpsc.ucalgary.ca/innovis/uploads/Courses/InfoVisTutorial2010/read_PresentationSpace.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/b3/ca/b3cad83f91dc60b3f51a81f543cd18ec1649bf0f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/502356.502358"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

A framework for unifying presentation space

M. S. T. Carpendale, Catherine Montagnese
<span title="">2001</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w3p3hxsu4bckbpebzlol6wmmq4" style="color: black;">Proceedings of the 14th annual ACM symposium on User interface software and technology - UIST &#39;01</a> </i> &nbsp;
We present a unified framework that provides a way of relating seemingly distinct methods, facilitating the inclusion of more than one presentation method in a single interface.  ...  This unified framework offers a geometric presentation library in which presentation variations are available independently of the mode of graphic representation.  ...  ACKNOWLEDGEMENTS The authors are grateful for support from Intel Research and thank Ann Grbavec and CJ Baker for the unstinting help in editing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/502348.502358">doi:10.1145/502348.502358</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/uist/CarpendaleM01.html">dblp:conf/uist/CarpendaleM01</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nrphvchj45gk5goowui2ehjduy">fatcat:nrphvchj45gk5goowui2ehjduy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810093100/http://innovis.cpsc.ucalgary.ca/innovis/uploads/Courses/InfoVisTutorial2010/read_PresentationSpace.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/b3/ca/b3cad83f91dc60b3f51a81f543cd18ec1649bf0f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/502348.502358"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

SpikeInterface, a unified framework for spike sorting [article]

Alessio Paolo Buccino, Cole Lincoln Hurwitz, Jeremy Magland, Samuel Garcia, Joshua H Siegle, Roger Hurwitz, Matthias H Hennig
<span title="2019-10-07">2019</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
To address these limitations, we developed SpikeInterface, a Python framework designed to unify preexisting spike sorting technologies into a single codebase and to standardize extracellular data file  ...  In this paper, we provide an overview of SpikeInterface and, with applications to both real and simulated extracellular datasets, demonstrate how it can improve the accessibility, reliability, and reproducibility  ...  APB is a doctoral fellow in the Simula-UCSD-University of Oslo Research and PhD training (SUURPh) program, an international collaboration in computational biology and medicine funded by the Norwegian Ministry  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/796599">doi:10.1101/796599</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mrt7nt7afze6zbx2jw2uinzmte">fatcat:mrt7nt7afze6zbx2jw2uinzmte</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200311032428/https://www.biorxiv.org/content/biorxiv/early/2019/10/07/796599.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/5c/02/5c0285dee6d77198e0c56601884e5edf3fe713e8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/796599"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

SpikeInterface, a unified framework for spike sorting

Alessio Paolo Buccino, Cole Lincoln Hurwitz, Samuel Garcia, Jeremy Magland, Joshua H Siegle, Roger Hurwitz, Matthias H Hennig
<span title="2020-11-10">2020</span> <i title="eLife Sciences Publications, Ltd"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/en4qj5ijrbf5djxx7p5zzpjyoq" style="color: black;">eLife</a> </i> &nbsp;
To address these limitations, we developed SpikeInterface, a Python framework designed to unify preexisting spike sorting technologies into a single codebase and to facilitate straightforward comparison  ...  Much development has been directed towards improving the performance and automation of spike sorting.  ...  Figure 2 . 2 Evaluation of spike sorters on a simulated Neuropixels dataset. A) A visualization of the activity on and traces from the simulated Neuropixels recording.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7554/elife.61834">doi:10.7554/elife.61834</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33170122">pmid:33170122</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7704107/">pmcid:PMC7704107</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uuzubambrrbotbdu4c5yzowktq">fatcat:uuzubambrrbotbdu4c5yzowktq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201111212828/https://elifesciences.org/download/aHR0cHM6Ly9jZG4uZWxpZmVzY2llbmNlcy5vcmcvYXJ0aWNsZXMvNjE4MzQvZWxpZmUtNjE4MzQtdjEucGRmP2Nhbm9uaWNhbFVyaT1odHRwczovL2VsaWZlc2NpZW5jZXMub3JnL2FydGljbGVzLzYxODM0/elife-61834-v1.pdf?_hash=%2FgJd1ZsWyEa6LcIobAGxQsWIQjsmouVREpamJgXoJCI%3D" 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/fe/0a/fe0abca68ea8d2a426329a55272dda97ab34cfbd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7554/elife.61834"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elifesciences.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7704107" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation [article]

Mingkai Deng, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu
<span title="2022-01-21">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we propose a unifying perspective that facilitates the design of metrics for a wide range of language generation tasks and quality aspects.  ...  Previous work has typically focused on a single task and developed individual evaluation metrics based on specific intuitions.  ...  Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the NGA or the U.S. Government.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.06379v2">arXiv:2109.06379v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ta45t3ynwjhurlvqbuc5jnpmma">fatcat:ta45t3ynwjhurlvqbuc5jnpmma</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220128085121/https://arxiv.org/pdf/2109.06379v2.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/43/fa/43fae0a7af211d91557d115d2f82e3c46d8bf022.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2109.06379v2" 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>

A Unifying Bayesian Optimization Framework for Radio Frequency Localization [article]

Nachikethas A. Jagadeesan, Bhaskar Krishnamachari
<span title="2017-03-07">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We present a novel Bayesian framework that unifies these works and shows how to optimize the location estimation with respect to a given metric.  ...  Furthermore, we propose using the error-CDF as a unified way of comparing algorithms based on two methods: (i) stochastic dominance, and (ii) an upper bound on error-CDFs.  ...  Being Bayesian in nature, it can incorporate both model and data-driven approaches to characterizing the radio environment in a given space, and can accommodate prior information in a natural way (as such  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1703.02639v1">arXiv:1703.02639v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/l5fzsuvqxjbvtlhmj35r5mrmky">fatcat:l5fzsuvqxjbvtlhmj35r5mrmky</a> </span>
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A unified framework for multi-agent agreement

Kiran Lakkaraju, Les Gasser
<span title="">2007</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4v2roxq5mjauje36xbyymkvn2u" style="color: black;">Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems - AAMAS &#39;07</a> </i> &nbsp;
While much work has been done on particular agreement problems, no unifying framework exists for comparing MAPs that vary in, e.g., strategy space complexity, inter-agent accessibility, and solution type  ...  We present such a unification, the Distributed Optimal Agreement Framework, and show how it captures a wide variety of agreement problems.  ...  If there is a distance metric on the space of states, a MAP may enjoy the concept of complete -agreement, i.e. all agents being within distance of each other.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1329125.1329151">doi:10.1145/1329125.1329151</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/atal/LakkarajuG07.html">dblp:conf/atal/LakkarajuG07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cjn2nqqjbfaslcnnq3qlvj5zxa">fatcat:cjn2nqqjbfaslcnnq3qlvj5zxa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20070824144513/http://www.isrl.uiuc.edu/~gasser/papers/lakkaraju-gasser-07doa.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/ef/48/ef4884ba4b65ecf3db5b79a766e21f3ac274c5ca.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1329125.1329151"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

A Unified Framework of Surrogate Loss by Refactoring and Interpolation [article]

Lanlan Liu, Mingzhe Wang, Jia Deng
<span title="2020-07-27">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Our key observation is that in many cases, evaluating a model with a performance metric on a batch of examples can be refactored into four steps: from input to real-valued scores, from scores to comparisons  ...  We introduce UniLoss, a unified framework to generate surrogate losses for training deep networks with gradient descent, reducing the amount of manual design of task-specific surrogate losses.  ...  Acknowledgements This work is partially supported by the National Science Foundation under Grant. 1734266.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.13870v1">arXiv:2007.13870v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/efeek6eyijdlfgf634j2r66p6e">fatcat:efeek6eyijdlfgf634j2r66p6e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200809023943/https://arxiv.org/pdf/2007.13870v1.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" href="https://arxiv.org/abs/2007.13870v1" 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>

A Unified Framework for Speaker and Utterance Verification

Tianchi Liu, Maulik Madhavi, Rohan Kumar Das, Haizhou Li
<span title="2019-09-15">2019</span> <i title="ISCA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/trpytsxgozamtbp7emuvz2ypra" style="color: black;">Interspeech 2019</a> </i> &nbsp;
The unified framework is based on long short term memory network trained using both speaker and utterance information. We use Part I of RSR2015 database for the studies in this work.  ...  While there are studies on joint modeling of speaker and utterance, it is always desirable to have a common framework that performs both speaker and utterance verification to access the intended service  ...  A1687b0033 from the Singapore Government's Research, Innovation and Enterprise 2020 plan (Advanced Manufacturing and Engineering domain).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21437/interspeech.2019-1994">doi:10.21437/interspeech.2019-1994</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/interspeech/LiuMD019.html">dblp:conf/interspeech/LiuMD019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s5asxzcicjd7tneczhnkiih5vy">fatcat:s5asxzcicjd7tneczhnkiih5vy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211207094838/https://www.isca-speech.org/archive/pdfs/interspeech_2019/liu19m_interspeech.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bb/f6/bbf6089202c0e1d5f8678655d4a7a5a5189ab1b0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21437/interspeech.2019-1994"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

SSD: A Unified Framework for Self-Supervised Outlier Detection [article]

Vikash Sehwag, Mung Chiang, Prateek Mittal
<span title="2021-03-22">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
First, we formulate few-shot OOD detection, in which the detector has access to only one to five samples from each class of the targeted OOD dataset.  ...  We find that our novel detection framework based on SSD displays enhanced performance with these extensions, and achieves state-of-the-art performance.  ...  Acknowledgments We would like to thank Chong Xiang, Liwei Song, and Arjun Nitin Bhagoji for their helpful feedback on the paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2103.12051v1">arXiv:2103.12051v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/756na5aq4zf7nanb5alygrp73e">fatcat:756na5aq4zf7nanb5alygrp73e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210408023150/https://arxiv.org/pdf/2103.12051v1.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/0f/e6/0fe615dc0a422100e85cfb7e26c9306c481f6c75.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2103.12051v1" 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>

FLUID: A Unified Evaluation Framework for Flexible Sequential Data [article]

Matthew Wallingford, Aditya Kusupati, Keivan Alizadeh-Vahid, Aaron Walsman, Aniruddha Kembhavi, Ali Farhadi
<span title="2021-12-09">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
To foster research towards the goal of general ML methods, we introduce a new unified evaluation framework - FLUID (Flexible Sequential Data).  ...  We conduct experiments on a broad set of methods which shed new insight on the advantages and limitations of current solutions and indicate new research problems to solve.  ...  We thank Jae Sung Park and Mitchell Wortsman for insightful discussions and Daniel Gordon for the pretrained MoCo weights.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.02519v5">arXiv:2007.02519v5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fi7zdcqsmzgftdw733f2qh3nbi">fatcat:fi7zdcqsmzgftdw733f2qh3nbi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211214104615/https://arxiv.org/pdf/2007.02519v5.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/2b/f6/2bf63fd1ddd05b128dde0aa07f673591196ce310.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2007.02519v5" 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>

A unifying framework for intelligent DNS management

Chang-Sheng Chen, Shian-Shyong Tseng, Chien-Liang Liu
<span title="">2003</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tca4bwyqjjf6jnn3h5efcnlsfy" style="color: black;">International Journal of Human-Computer Studies</a> </i> &nbsp;
The Domain Name System (DNS) is a special kind of distributed directory service for people to create and access the network information systems by (1) allowing local control of its segments and (2) making  ...  As our experience with a first simple prototype has shown, the paradigm of using DNS ontology to build a unifying framework for intelligent DNS management works good and effective.  ...  Technically speaking, the DNS is a special kind of distributed directory service that people use to create (for accessing) and access other network information systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s1071-5819(03)00012-0">doi:10.1016/s1071-5819(03)00012-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jxj5chlh3vh5xepyci4jboa5em">fatcat:jxj5chlh3vh5xepyci4jboa5em</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170815000855/https://ir.nctu.edu.tw/bitstream/11536/27977/1/000182307600004.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/27/9b/279bd8e8f22c1daadb6103ecd32903a43a50d587.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/s1071-5819(03)00012-0"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Explaining by Removing: A Unified Framework for Model Explanation [article]

Ian Covert, Scott Lundberg, Su-In Lee
<span title="2022-05-13">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We describe a new unified class of methods, removal-based explanations, that are based on the principle of simulating feature removal to quantify each feature's influence.  ...  Our framework unifies 26 existing methods, including several of the most widely used approaches: SHAP, LIME, Meaningful Perturbations, and permutation tests.  ...  A unified framework We develop a unified model explanation framework by connecting methods that define each feature's influence through the impact of removing it from a model.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.14878v2">arXiv:2011.14878v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lmirhem24jfrhpwcn4cm43goou">fatcat:lmirhem24jfrhpwcn4cm43goou</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220518213312/https://arxiv.org/pdf/2011.14878v2.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/c3/87/c3871d9f7039a118a14a3a115d52f3326efa6992.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.14878v2" 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>

TURF: Toward a unified framework of EHR usability

Jiajie Zhang, Muhammad F. Walji
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p4kk6lusgrhyxecgig72iasi5q" style="color: black;">Journal of Biomedical Informatics</a> </i> &nbsp;
This paper presents a unified framework of EHR usability, called TURF, which is (1) a theory for describing, explaining, and predicting usability differences; (2) a method for defining, evaluating, and  ...  TURF provides a set of measures for each of the useful, usable, and satisfying dimensions of usability.  ...  In this paper we present the initial form of a unified framework of EHR usability, called TURF, that has the following properties: (1) for describing, explaining, and predicting usability differences;  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jbi.2011.08.005">doi:10.1016/j.jbi.2011.08.005</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21867774">pmid:21867774</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ot6txrpcajgttmpwqafkbld62i">fatcat:ot6txrpcajgttmpwqafkbld62i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190328024435/https://core.ac.uk/download/pdf/82542615.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/83/24/83245a9d33908609d4824799186ab230d955e5cf.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jbi.2011.08.005"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>
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