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Foundations of Imbalanced Learning [chapter]

Gary M. Weiss
<span title="2013-06-10">2013</span> <i title="John Wiley &amp; Sons, Inc."> Imbalanced Learning </i> &nbsp;
It may also be a more reasonable strategy than removing the imbalance artificially via sampling.  ...  The straightforward method for dealing with class imbalance is via sampling, a method that operates at the data level.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/9781118646106.ch2">doi:10.1002/9781118646106.ch2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/opqe7dy2onaadp2ckacz6bdaxq">fatcat:opqe7dy2onaadp2ckacz6bdaxq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808102349/http://storm.cis.fordham.edu/gweiss/papers/foundations-imbalanced-13.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/16/78/16787e213ed0a5c0cf9baabdb45f9df631248a91.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/9781118646106.ch2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

Improving Testsuites via Instrumentation

Norbert Broeker
<span title="2000-05-10">2000</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Information about the usage of grammar rules in test sentences is used to detect untested rules, redundant test sentences, and likely causes of overgeneration.  ...  Figure 1 : 1 Sample Rule the choice of linguistic or computational paradigm.  ...  ., in LFG) there is at least one equation associated with each constituent, equation coverage does not subsume rule coverage: Optional constituents introduce a rule disjunct (without the constituent) that  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cs/0005016v1">arXiv:cs/0005016v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rs2secgvurfofahwa2hwshfdum">fatcat:rs2secgvurfofahwa2hwshfdum</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171008194523/https://core.ac.uk/download/pdf/2417376.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/1d/8a/1d8a8c75ca47388f94e6ca90439d656ea3d0e424.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/cs/0005016v1" 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>

Predicate logic based image grammars for complex pattern recognition

Vinay Shet, Maneesh Singh, Claus Bahlmann, Visvanathan Ramesh
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ilwxppn4d5hizekyd3ndvy2mii" style="color: black;">2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops</a> </i> &nbsp;
In this work we have also proposed a method to automatically optimize weights associated with these logical rules.  ...  Such logic programs provide a language to model hierarchical, compositional patterns, and combine contextual information with the detection of low level parts, via conjunctions, disjunctions and negations  ...  In this work we have also proposed a method to automatically optimize weights associated with these logical rules.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvprw.2009.5204328">doi:10.1109/cvprw.2009.5204328</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cvpr/ShetSBR09.html">dblp:conf/cvpr/ShetSBR09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vn4ujyqn55glrilwnlvhonaoqu">fatcat:vn4ujyqn55glrilwnlvhonaoqu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100718212717/http://civs.stat.ucla.edu/sig09/shet_sig09.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/7f/95/7f953b5a1ee800ce36ebe87aa6381866f508ec6b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvprw.2009.5204328"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Predicate Logic Based Image Grammars for Complex Pattern Recognition

Vinay Shet, Maneesh Singh, Claus Bahlmann, Visvanathan Ramesh, Jan Neumann, Larry Davis
<span title="2010-09-28">2010</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hfdglwo5wbbmta6wop52fam7a4" style="color: black;">International Journal of Computer Vision</a> </i> &nbsp;
In this work we have also proposed a method to automatically optimize weights associated with these logical rules.  ...  Such logic programs provide a language to model hierarchical, compositional patterns, and combine contextual information with the detection of low level parts, via conjunctions, disjunctions and negations  ...  In this work we have also proposed a method to automatically optimize weights associated with these logical rules.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11263-010-0343-9">doi:10.1007/s11263-010-0343-9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/drposb7llzampag5jnkqgslqjm">fatcat:drposb7llzampag5jnkqgslqjm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100718212717/http://civs.stat.ucla.edu/sig09/shet_sig09.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/7f/95/7f953b5a1ee800ce36ebe87aa6381866f508ec6b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11263-010-0343-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Improving testsuites via instrumentation

Norbert Bröker
<span title="">2000</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/su2rcizddfcajmiqunpi6pu2qq" style="color: black;">Proceedings of the sixth conference on Applied natural language processing -</a> </i> &nbsp;
Information about the usage of grammar rules in test sentences is used to detect untested rules, redundant test sentences, and likely causes of overgeneration.  ...  ., in LFG) there is at least one equation associated with each constituent, equation coverage does not subsume rule coverage: Optional constituents introduce a rule disjunct (without the constituent) that  ...  (so-called projections), it provides for a multiset of symbols associated with the complete solution, where structural embedding plays no role (so-called optimality projection; see Figure 4 : 4 Inappropriate  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/974147.974192">doi:10.3115/974147.974192</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/anlp/Broker00.html">dblp:conf/anlp/Broker00</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/w3qo3ibw2bcvboxz6quygeebuu">fatcat:w3qo3ibw2bcvboxz6quygeebuu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20050326003107/http://acl.ldc.upenn.edu:80/A/A00/A00-1045.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/52/00/5200fb86eb2e5e9fd1d5ac2fdb91846ce1ba2c9c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3115/974147.974192"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Technological Innovation Capability Evaluation of High-Tech Firms Using Conjunctive and Disjunctive Belief Rule-Based Expert System: A Comparative Study

Mohammad Newaj Jamil, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson
<span title="">2020</span> <i title="JoWUA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wzskw2gcnneepegdm5qqr4h3qu" style="color: black;">Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications</a> </i> &nbsp;
In addition, a new learning mechanism, namely Belief Rule-Based Adaptive Particle Swarm Optimization (BRBAPSO), has been developed to support learning in BRBES and a comparison between trained conjunctive  ...  Therefore, to address this issue, a Belief Rule-Based Expert System (BRBES) can be employed with the capability of handling multiple criteria and their associated uncertainties in an integrated framework  ...  In conjunctive BRB, each rule is assumed as conjunctive in nature, while in disjunctive BRB, each rule is represented using disjunctive assumption.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22667/jowua.2020.09.30.029">doi:10.22667/jowua.2020.09.30.029</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/journals/jowua/JamilHIA20.html">dblp:journals/jowua/JamilHIA20</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fvs2fksahrbtpfdxzzbroydtku">fatcat:fvs2fksahrbtpfdxzzbroydtku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201230015922/http://isyou.info/jowua/papers/jowua-v11n3-2.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/7f/f2/7ff2917a813fe7a25baa83927f4a541f27ad2956.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22667/jowua.2020.09.30.029"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A game method for improving the interpretability of convolution neural network [article]

Jinwei Zhao, Qizhou Wang, Fuqiang Zhang, Wanli Qiu, Yufei Wang, Yu Liu, Guo Xie, Weigang Ma, Bin Wang, Xinhong Hei
<span title="2019-10-21">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Researchers like Bolei Zhou and Quanshi Zhang have found many explanatory rules for deep feature extraction aimed at the feature extraction stage of convolution neural network.  ...  The optimal convolution neural network can extract the optimal feature maps and predict the correct classification result for all input samples.  ...  The number of sample data is m.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1910.09090v1">arXiv:1910.09090v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wubqlyj44vabzgbgxmjaigjn3y">fatcat:wubqlyj44vabzgbgxmjaigjn3y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929114913/https://arxiv.org/ftp/arxiv/papers/1910/1910.09090.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/db/06/db06d1fb87761ba538cf7673491872ada4a36981.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1910.09090v1" 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>

Theory and configurality in clinical judgments of expert and novice psychologists

Yoav Ganzach
<span title="">1997</span> <i title="American Psychological Association (APA)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/x5lrg64gtrfu5psi6aedzu7224" style="color: black;">Journal of Applied Psychology</a> </i> &nbsp;
Two types of configural rules are especially important when the relationship between attributes and judgment is monotonic: the disjunctive rule and the conjunctive rule.  ...  A positive value of b~_l is indicative of disjunctive rules, whereas a negative value is indicative of conjunctive rules.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1037//0021-9010.82.6.954">doi:10.1037//0021-9010.82.6.954</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vfu4md6inveabm75xn4sefsvhq">fatcat:vfu4md6inveabm75xn4sefsvhq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809001348/http://www.tau.ac.il/~yoavgn/files/Theory_configurality_psychologists.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/50/69/50690d5088223a21f54cb1e110db3c0ba76fe002.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1037//0021-9010.82.6.954"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Theory and configurality in clinical judgments of expert and novice psychologists

Yoav Ganzach
<span title="">1997</span> <i title="American Psychological Association (APA)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/x5lrg64gtrfu5psi6aedzu7224" style="color: black;">Journal of Applied Psychology</a> </i> &nbsp;
Two types of configural rules are especially important when the relationship between attributes and judgment is monotonic: the disjunctive rule and the conjunctive rule.  ...  A positive value of b~_l is indicative of disjunctive rules, whereas a negative value is indicative of conjunctive rules.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1037/0021-9010.82.6.954">doi:10.1037/0021-9010.82.6.954</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/9638091">pmid:9638091</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/axlniclopjdufjm5jlo36gl7ay">fatcat:axlniclopjdufjm5jlo36gl7ay</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809001348/http://www.tau.ac.il/~yoavgn/files/Theory_configurality_psychologists.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/50/69/50690d5088223a21f54cb1e110db3c0ba76fe002.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1037/0021-9010.82.6.954"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Characterizing rule-based category learning deficits in patients with Parkinson's disease

J. Vincent Filoteo, W. Todd Maddox, A. David Ing, David D. Song
<span title="">2007</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vtuexoohondejhlk4iamncfka4" style="color: black;">Neuropsychologia</a> </i> &nbsp;
In Experiment 3, optimal categorization again required participants to base their decision on both stimulus dimensions using a disjunction of two unidimensional decisions in which an additional verbal  ...  Results indicated that PD patients were impaired in the unidimensional rule-based condition, but not the other two rule-based conditions.  ...  The solid lines represent the optimal disjunctive rule which depicts the optimal criterion on the two dimensions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neuropsychologia.2006.06.034">doi:10.1016/j.neuropsychologia.2006.06.034</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/16978666">pmid:16978666</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uumqeuuipjhmjewrct4wtisvpq">fatcat:uumqeuuipjhmjewrct4wtisvpq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100623204829/http://homepage.psy.utexas.edu/homepage/Group/MaddoxLAB/Publications/Filoteo%20et%20al%20pd%20rb%20deficits%20neuropsycholgia%202007.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/91/49/9149c7365122efa17b8c94f9315fe429ed7bc3d8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neuropsychologia.2006.06.034"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Direct long-distance dispersal shapes a New World amphitropical disjunction in the dispersal-limited dung mossTetraplodon(Bryopsida: Splachnaceae)

Lily R. Lewis, Ricardo Rozzi, Bernard Goffinet, Christine Maggs
<span title="2014-07-28">2014</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/666eez5sy5bd7jjv44wzorjvym" style="color: black;">Journal of Biogeography</a> </i> &nbsp;
Aim Many intercontinental disjunctions, especially among spore-producing plants, are shaped by long-distance dispersal (LDD) via wind currents.  ...  Methods Phylogenetic relationships were inferred from four loci sampled from 124 populations representing the global range of Tetraplodon, and analysed using maximum-likelihood and Bayesian optimality  ...  Support values were compared across optimality criteria by mapping the ML bootstrap support values onto the 50% majority-rule consensus Bayesian topology in SumTrees (Fig. 2) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/jbi.12385">doi:10.1111/jbi.12385</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xactanfm75elfk2szg3wyoc6hm">fatcat:xactanfm75elfk2szg3wyoc6hm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809193757/http://www.ieb-chile.cl/uploads/publicaciones/-1_Lewis_etal-2014-Journal_of_Biogeography.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/b6/7a/b67aaeab81a5d5214680fc05dc5ad3d1c681983b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/jbi.12385"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Choice Model with Conjunctive, Disjunctive, and Compensatory Screening Rules

Timothy J. Gilbride, Greg M. Allenby
<span title="">2004</span> <i title="Institute for Operations Research and the Management Sciences (INFORMS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3m35i4il6fg6ldbdzunk3e2tue" style="color: black;">Marketing science (Providence, R.I.)</a> </i> &nbsp;
The proposed model accommodates conjunctive, disjunctive, and compensatory screening rules.  ...  In this paper, we investigate consumers' use of screening rules as part of a discrete-choice model.  ...  A disjunctive decision rule is one where at least one of the attribute levels is acceptable: Disjunctive Rule: m I x jm > m ≥ 1 (4) We note that the conjunctive and disjunctive screening rules directly  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1287/mksc.1030.0032">doi:10.1287/mksc.1030.0032</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u3kkc4ltdff4bbtycsazhnwo5e">fatcat:u3kkc4ltdff4bbtycsazhnwo5e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20060903052852/http://fisher.osu.edu/%7Eallenby_1/2004%20Screening%20Rules.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/fb/81/fb812ab4d24fd7d1e9ea38e8be767d8f8098842e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1287/mksc.1030.0032"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Stimulus modality interacts with category structure in perceptual category learning

W. Todd Maddox, A. David Ing, J. Scott Lauritzen
<span title="">2006</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/icivrhnmgzcdjerqdqvofcj4xa" style="color: black;">Perception &amp; Psychophysics</a> </i> &nbsp;
The modeling also suggested that the across-modality advantage for disjunctive, rule-based category learning was due to a greater reliance on disjunctive hypothesis-testing strategies, as opposed to unidimensional  ...  Conversely, it is easier to perform a disjunctive rule-based task when information comes from different sensory modalities, rather than from the same modality.  ...  Because of the disjunctive nature of the optimal decision bound, unidimension decision rules will yield nearchance performance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3758/bf03193719">doi:10.3758/bf03193719</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/17355041">pmid:17355041</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xf2saxngvfebbdgelcmmcjyk6a">fatcat:xf2saxngvfebbdgelcmmcjyk6a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180730034714/https://link.springer.com/content/pdf/10.3758%2FBF03193719.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/0b/f5/0bf5eee4e19caffe9081e8c9f62e2fb8615cb065.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3758/bf03193719"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Model Predictive Control of Discrete-Continuous Energy Systems via Generalized Disjunctive Programming [article]

Arnab Bhattacharya, Xu Ma, Draguna Vrabie
<span title="2020-01-17">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Generalized Disjunctive Programming (GDP) provides an alternative framework to model optimization problems with both discrete and continuous variables.  ...  In this paper, we present a general GDP model for optimal control of hybrid systems that exhibit both discrete and continuous dynamics.  ...  We refer to D i as the i-th disjunctive set associated with the logic variable a i .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.06181v1">arXiv:2001.06181v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eglk3u6eynd33cu53otb26rrxa">fatcat:eglk3u6eynd33cu53otb26rrxa</a> </span>
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An Integrated Approach of Belief Rule Base and Deep Learning to Predict Air Pollution

Sami Kabir, Raihan Ul Islam, Mohammad Shahadat Hossain, Karl Andersson
<span title="2020-03-31">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
We optimized BRBES further by applying parameter and structure optimization on it. Air pollution prediction has been taken as use case of our proposed combined approach.  ...  Belief Rule Based Expert System (BRBES), a knowledge-driven approach, is a widely employed prediction algorithm to deal with such uncertainties based on knowledge base and inference engine.  ...  Disjunctive BRB activates a rule, Disjunctive BRBES The rule base of BRBES that we have demonstrated in Section 3.3.1 is of conjunctive type.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20071956">doi:10.3390/s20071956</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32244380">pmid:32244380</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/efkzbpmr6rgapeqm62qz7otksy">fatcat:efkzbpmr6rgapeqm62qz7otksy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200407030259/https://res.mdpi.com/d_attachment/sensors/sensors-20-01956/article_deploy/sensors-20-01956.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/a6/1e/a61e49054508ccfac0f406e50ecd1522b05bb10f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20071956"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>
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