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Avoiding Order Effects in Incremental Learning [chapter]

Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Teresa M. A. Basile
<span title="">2005</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;
A modification of an ILP incremental learning system, with the aim of making it order-independent, is presented.  ...  This paper addresses the problem of mitigating the order effects in incremental learning, a phenomenon observed when different ordered sequences of observations lead to different results.  ...  Other specific strategies have been proposed to overcome the order effect problem in incremental clustering.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11558590_12">doi:10.1007/11558590_12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x6pktltlhbhxncmpfdictybhyi">fatcat:x6pktltlhbhxncmpfdictybhyi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20060609132753/http://www.di.uniba.it/~ndm/publications/files/dimauro05aiia.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/d5/bd/d5bd1a758ea85a37843fd008bbe07340e053811f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11558590_12"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Effective linkage learning using low-order statistics and clustering [article]

Leonardo Emmendorfer, Aurora Pozo
<span title="2007-10-16">2007</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This work proposes and evaluates a combination operator guided by a measure from information theory which allows a clustered low-order EDA to effectively solve a comprehensive range of benchmark optimization  ...  Recently, clustering was evaluated as an effective niching technique for EDAs, but the performance of simpler low-order EDAs was not shown to be much improved by clustering, except for some simple multimodal  ...  Thus, for instance, even if all 100 individuals in a cluster possess the value 1 in a locus there still remains a probability of 2% of a new individual to be generated with a 0 in that same locus.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/0710.2782v2">arXiv:0710.2782v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d3oamjmdg5b53gxnr6x47sbwim">fatcat:d3oamjmdg5b53gxnr6x47sbwim</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-0710.2782/0710.2782.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> File Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/0710.2782v2" 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>

Optimizing index deployment order for evolving OLAP

Hideaki Kimura, Carleton Coffrin, Alexander Rasin, Stanley B. Zdonik
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/25kc37fuhndb5axzv75226fwem" style="color: black;">Proceedings of the 15th International Conference on Extending Database Technology - EDBT &#39;12</a> </i> &nbsp;
In this paper, we propose a new approach that incorporates transitional design performance into the overall problem of physical database design. We call our approach Incremental Database Design.  ...  In addition to exact search techniques, we also study local search algorithms that make significant improvements over a greedy solution with minimal computational overhead.  ...  Figure 8 shows an example of a disjoint index i4 and a disjoint cluster M1 = {i1, i2, i3} which has no interaction with other indexes except the members of the cluster.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2247596.2247630">doi:10.1145/2247596.2247630</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/edbt/KimuraCRZ12.html">dblp:conf/edbt/KimuraCRZ12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hm47p2zbvfcxhe3ph4khw663ka">fatcat:hm47p2zbvfcxhe3ph4khw663ka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808184039/http://openproceedings.org/2012/conf/edbt/KimuraCRZ12.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/c6/af/c6af7c47ae143e48d1c488c90ad0842ad23506dd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2247596.2247630"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

The Obligation of empire: United States' grand strategy for a new century

<span title="2005-04-01">2005</span> <i title="American Library Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pjjljho22jhnrmpk3k2jxhxzv4" style="color: black;">ChoiceReviews</a> </i> &nbsp;
Such "incremental dividends" help to sustain the investment of the home front to the grand strategy and may help to ameliorate the impatient tendency of Americans to reject strategies and political aims  ...  Hart called the grand strategist's concern for the nature of the peace to follow-is a distinguishing characteristic of grand strategies.  ...  This impulse, with both good and bad elements, imbues the theorizing on grand strategy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.42-4894">doi:10.5860/choice.42-4894</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e2m5gxldpfcdziwudrat622fja">fatcat:e2m5gxldpfcdziwudrat622fja</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200506200337/https://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1024&amp;context=upk_political_science_international_relations" 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/c2/db/c2dbf4533ca9c3cff92e639245d6cd14f91c1492.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.42-4894"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Layered Label Propagation: A MultiResolution Coordinate-Free Ordering for Compressing Social Networks [article]

Paolo Boldi, Marco Rosa, Massimo Santini, Sebastiano Vigna
<span title="2011-10-14">2011</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we propose a solution that mixes clusterings and orders, and devise a new algorithm, called Layered Label Propagation, that builds on previous work on scalable clustering and can be used  ...  Experiments performed on a wide array of web graphs and social networks show that combining the order produced by the proposed algorithm with the WebGraph compression framework provides a major increase  ...  The surprising result is that the final ordering obtained by this mutilresolution strategy is better than the ordering obtained by applying the same strategy with K different clusterings generated with  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1011.5425v2">arXiv:1011.5425v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kzvulkzxkfffndaghqypzv7cqa">fatcat:kzvulkzxkfffndaghqypzv7cqa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171005175749/https://core.ac.uk/download/pdf/2161436.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/49/1c49137518b8129f3a629c4411a549460fd8aa75.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1011.5425v2" 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>

Optimizing Index Deployment Order for Evolving OLAP (Extended Version) [article]

Hideaki Kimura, Carleton Coffrin, Alexander Rasin, Stanley B. Zdonik
<span title="2012-02-01">2012</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
An effective index deployment ordering can produce (1) a prompt query runtime improvement and (2) a reduced total deployment time.  ...  We formulate the problem in a mathematical model and study several techniques for solving the index ordering problem.  ...  We call this new type of database design tool as Incremental Database Design (IDD) and are studying its requirements, design and implementation as a long term project.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1107.3606v3">arXiv:1107.3606v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4wyalmgyinc6vfk7uulofpd32u">fatcat:4wyalmgyinc6vfk7uulofpd32u</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-1107.3606/1107.3606.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> File Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1107.3606v3" 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>

Uganda and the Lord's Resistance Army: the new order no one ordered

F. Van Acker
<span title="2004-07-01">2004</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/okt7ujdpkveuxcwy3wphhcmdva" style="color: black;">African Affairs</a> </i> &nbsp;
We shall examine each of these three clusters of explanations in turn.  ...  These contradictions are sucked into a negative spiral, powered by the built-in propensity for incremental violence.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/afraf/adh044">doi:10.1093/afraf/adh044</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7lf7agjeh5futbo4t236f7fgn4">fatcat:7lf7agjeh5futbo4t236f7fgn4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20141030210714/http://afraf.oxfordjournals.org:80/content/103/412/335.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/fe/fa/fefa17f6662f539637bf93939a59d66641e3190e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/afraf/adh044"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a>

AVATAR: The Architecture for First-Order Theorem Provers [chapter]

Andrei Voronkov
<span title="">2014</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This paper describes a new architecture for first-order resolution and superposition theorem provers called AVATAR (Advanced Vampire Architecture for Theories and Resolution).  ...  This paper describes a new architecture for superposition theorem provers, where a superposition theorem prover is tightly integrated with a SAT or an SMT solver.  ...  A collection of strategies, each of which is bad on the average, can easily outperform a collection of strategies, each of which is good on the average.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-08867-9_46">doi:10.1007/978-3-319-08867-9_46</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jpi5e5ag4nbyxljltjtgxf55na">fatcat:jpi5e5ag4nbyxljltjtgxf55na</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200326065252/https://link.springer.com/content/pdf/10.1007%2F978-3-319-08867-9_46.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/ae/d6ae6ef1a56c0071443c3c5d591470f63533eb6c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-08867-9_46"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Deep Learning for Limit Order Books [article]

Justin Sirignano
<span title="2016-07-05">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Due to the significant computational challenges associated with the large amount of data, models are trained with a cluster of 50 GPUs.  ...  The new architecture yields a low-dimensional model of price movements deep into the limit order book, allowing more effective use of information from deep in the limit order book (i.e., many levels beyond  ...  This is a very bad statistical estimate since the samples come from a random variable with a continuous density.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1601.01987v7">arXiv:1601.01987v7</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dm4zkpcoj5gl3i3cljopwgwbyu">fatcat:dm4zkpcoj5gl3i3cljopwgwbyu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191022193351/https://arxiv.org/pdf/1601.01987v7.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/1a/d5/1ad5353a4253e6bce90d0a173c416fc4bdec57b4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1601.01987v7" 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>

Graph Ordering: Towards the Optimal by Learning [article]

Kangfei Zhao, Yu Rong, Jeffrey Xu Yu, Junzhou Huang, Hao Zhang
<span title="2020-01-18">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Moreover, these problems are closely related to reformulating a global layout for a specific graph, which is an important NP-hard combinatorial optimization problem: graph ordering.  ...  In this paper, we propose to attack the graph ordering problem behind such applications by a novel learning approach.  ...  A NEW APPROACH: DON-RL In order to address the challenges mentioned in Section 2.2, we propose a new framework: Deep Ordering Network with Reinforcement Learning (DON-RL) to capture the complex combinatorial  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.06631v1">arXiv:2001.06631v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uknwmgcnrbc2vhneifcw4ctueq">fatcat:uknwmgcnrbc2vhneifcw4ctueq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321101622/https://arxiv.org/pdf/2001.06631v1.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/2001.06631v1" 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>

Order Submission Strategies and Information: Empirical Evidence from the NYSE

Cecilia Caglio, Alessandro Beber
<span title="">2003</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tol7woxlqjeg5bmzadeg6qrg3e" style="color: black;">Social Science Research Network</a> </i> &nbsp;
We investigate the role of asymmetric information in affecting order submission strategies. Order aggressiveness depends on the state of the order book and on the asset dynamics.  ...  This conjecture is supported by a different response to changes in the investor's information set and by a stronger price impact of less aggressive orders. JEL classifications: C35; G14  ...  day, α(1 − δ), a bad news day, αδ, or a no news day, (1 − α).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.424922">doi:10.2139/ssrn.424922</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/av6473dvxngwtdkrvjfmqhdqc4">fatcat:av6473dvxngwtdkrvjfmqhdqc4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808224710/http://www.cass.city.ac.uk/__data/assets/pdf_file/0011/105788/Order-Submission-Strategies-and-Information.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/59/ff/59ff866e46d76de4290b7b5d801756addcc95ba0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.424922"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ssrn.com </button> </a>

A scalable sparse Cholesky based approach for learning high-dimensional covariance matrices in ordered data

Kshitij Khare, Sang-Yun Oh, Syed Rahman, Bala Rajaratnam
<span title="2019-06-04">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/h4nnd7sxwzcwhetu5qkjbcdh6u" style="color: black;">Machine Learning</a> </i> &nbsp;
At this point, clusters are merged to other clusters in a hierarchical fashion, which can be effectively used to remove the outliers. e time complexity of BIRCH is of the order O(n 2 ) and operates incrementally  ...  the latter is incremental updates.  ...  A random forest is a collection of individual decision tree classifiers, where each tree is a forest that has been trained using a bootstrap sample of instances from the data, and each split attribute  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10994-019-05810-5">doi:10.1007/s10994-019-05810-5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nulmjvxvwjgojfoe2ywv3pjrpu">fatcat:nulmjvxvwjgojfoe2ywv3pjrpu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200313095338/https://escholarship.org/content/qt9nk7p1c6/qt9nk7p1c6.pdf?t=ptnt4v" 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/ed/daeda01695c266d404199cfa7a05f113e2c89e38.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10994-019-05810-5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Second-Order Diversity and Disaggregated Democracy

Heather Gerken
<span title="">2004</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tol7woxlqjeg5bmzadeg6qrg3e" style="color: black;">Social Science Research Network</a> </i> &nbsp;
A robust exit option for juries could undermine the goals of second-order diversity altogether.  ...  GUTMANN & THOMPSON, supra note 144, at 35, 40. 148 Scholars have, for instance, termed it the "lower house" of the judiciary, AMAR, supra note 6, at ioo; a "bottom-up" or "incremental" lawmaker, Steven  ...  far largely been overlooked. 266 Specifically, peremptory challenges undermine the values associated with randomness as a strategy for achieving second-order diversity.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.600163">doi:10.2139/ssrn.600163</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wbwey6aguzcllfj3zjvztajdsi">fatcat:wbwey6aguzcllfj3zjvztajdsi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180728163854/http://digitalcommons.law.yale.edu:80/cgi/viewcontent.cgi?article=1355&amp;context=fss_papers" 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/4a/3f/4a3f4c67c11fa9fba07e31f30bc633fa5d969062.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2139/ssrn.600163"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ssrn.com </button> </a>

Heavy-Tailed Features and Empirical Analysis of the Limit Order Book Volume Profiles in Futures Markets [article]

Kylie-Anne Richards, Gareth W. Peters, William Dunsmuir
<span title="2015-04-22">2015</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper poses a few fundamental questions regarding the attributes of the volume profile of a Limit Order Books stochastic structure by taking into consideration aspects of intraday and interday statistical  ...  Is there statistical evidence for a need to consider dynamic behavior of the parameters of models for Limit Order Book volume profiles on an intra-daily time scale ?  ...  NIKKEI demonstrates the highest degree of long memory for the one second time increment, with a Hurst Exponent of 0.9.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1210.7215v2">arXiv:1210.7215v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fd7g4sh5b5asffgzjhgdzw6beu">fatcat:fd7g4sh5b5asffgzjhgdzw6beu</a> </span>
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Efficient and High-Quality Seeded Graph Matching: Employing High Order Structural Information [article]

Haida Zhang, Zengfeng Huang, Xuemin Lin, Zhe Lin, Wenjie Zhang, Ying Zhang
<span title="2018-10-26">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
To further boost the matching accuracy, we propose a novel postponing strategy, which postpones the selection of pairs that have competitors with similar matching scores.  ...  As a result, a new framework of seeded graph matching is proposed, which employs Personalized PageRank (PPR) to quantify the matching score of each node pair.  ...  if a pair is not strong, then it is uncertain One can construct a bad instance, which still has worst case time O(|S||C|).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.11152v1">arXiv:1810.11152v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wk7rmn7ahnbtvihisdhwdyxiui">fatcat:wk7rmn7ahnbtvihisdhwdyxiui</a> </span>
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