Ross W. Gayler, Ph.D. - Publications

Affiliations: 
1988- Cognitive Science independent researcher 
Area:
Vector Symbolic Architectures, hyperdimensional computing, compositional connectionism, credit scoring
Website:
https://www.rossgayler.com/

26 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Lowney CW, Levy SD, Meroney W, Gayler RW. Connecting Twenty-First Century Connectionism and Wittgenstein Philosophia. 48: 643-671. DOI: 10.1007/S11406-019-00154-9  1
2020 Kleyko D, Rahimi A, Gayler RW, Osipov E. Autoscaling Bloom filter: controlling trade-off between true and false positives Neural Computing and Applications. 32: 3675-3684. DOI: 10.1007/S00521-019-04397-1  1
2016 Christen P, Gayler RW, Tran KN, Fisher J, Vatsalan D. Automatic discovery of abnormal values in large textual databases Journal of Data and Information Quality. 7. DOI: 10.1145/2889311  1
2016 Kleyko D, Osipov E, Gayler RW. Recognizing Permuted Words with Vector Symbolic Architectures: A Cambridge Test for Machines Procedia Computer Science. 88: 169-175. DOI: 10.1016/J.Procs.2016.07.421  1
2015 Ramadan B, Christen P, Liang H, Gayler RW. Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution Journal of Data and Information Quality. 6. DOI: 10.1145/2816821  1
2015 Kleyko D, Osipov E, Gayler RW, Khan AI, Dyer AG. Imitation of honey bees' concept learning processes using Vector Symbolic Architectures Biologically Inspired Cognitive Architectures. 14: 57-72. DOI: 10.1016/j.bica.2015.09.002  1
2014 Levy SD, Lowney C, Meroney W, Gayler RW. Bracketing the beetle: How Wittgenstein's understanding of language can guide our practice in AGI and cognitive science Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8598: 73-84. DOI: 10.1007/978-3-319-09274-4_8  1
2014 Liang H, Wang Y, Christen P, Gayler R. Noise-tolerant approximate blocking for dynamic real-time entity resolution Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8444: 449-460. DOI: 10.1007/978-3-319-06605-9_37  1
2013 Emruli B, Gayler RW, Sandin F. Analogical mapping and inference with binary spatter codes and sparse distributed memory Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706829  1
2013 Ramadan B, Christen P, Liang H, Gayler RW, Hawking D. Dynamic similarity-aware inverted indexing for real-time entity resolution Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7867: 47-58. DOI: 10.1007/978-3-642-40319-4_5  1
2013 Christen P, Gayler RW. Adaptive temporal entity resolution on dynamic databases Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7819: 558-569. DOI: 10.1007/978-3-642-37456-2_47  1
2013 Levy SD, Bajracharya S, Gayler RW. Learning behavior hierarchies via high-dimensional sensor projection Aaai Workshop - Technical Report. 25-27.  1
2012 Phua C, Smith-Miles K, Lee V, Gayler R. Resilient identity crime detection Ieee Transactions On Knowledge and Data Engineering. 24: 533-546. DOI: 10.1109/Tkde.2010.262  1
2011 Gayler RW, Levy SD. Compositional connectionism in cognitive science II: The localist/distributed dimension Connection Science. 23: 85-89. DOI: 10.1080/09540091.2011.587505  1
2010 Gayler RW, Levy SD, Bod R. Explanatory aspirations and the scandal of cognitive neuroscience Frontiers in Artificial Intelligence and Applications. 221: 42-51. DOI: 10.3233/978-1-60750-661-4-42  1
2009 Christen P, Gayler R, Hawking D. Similarity-aware indexing for real-time entity resolution International Conference On Information and Knowledge Management, Proceedings. 1565-1568. DOI: 10.1145/1645953.1646173  1
2009 Phua C, Gayler R, Lee V, Smith-Miles K. On the communal analysis suspicion scoring for identity crime in streaming credit applications European Journal of Operational Research. 195: 595-612. DOI: 10.1016/J.Ejor.2008.02.015  1
2008 Christen P, Gayler R. Towards scalable real-time entity resolution using a similarity-aware inverted index approach Conferences in Research and Practice in Information Technology Series. 87: 51-60.  1
2008 Levy SD, Gayler R. Vector symbolic architectures: A new building material for artificial general intelligence Frontiers in Artificial Intelligence and Applications. 171: 414-418.  1
2007 Phua C, Lee V, Smith-Miles K, Gayler R. Adaptive communal detection in search of adversarial identity crime 2007 International Workshop On Domain Driven Data Mining, Dddm2007. 1-10. DOI: 10.1145/1288552.1288553  1
2007 Phua C, Smith-Miles K, Lee V, Gayler R. Adaptive Spike Detection for Resilient Data Stream Mining Conferences in Research and Practice in Information Technology Series. 70: 181-188.  1
2006 Gayler RW. Comment: Classifier technology and the illusion of progress - Credit scoring Statistical Science. 21: 19-23. DOI: 10.1214/088342306000000051  1
2006 Gayler RW. Vector symbolic architectures are a viable alternative for Jackendoff's challenges Behavioral and Brain Sciences. 29: 78-79. DOI: 10.1017/S0140525X06309028  1
2006 Phua C, Lee V, Gayler R, Smith K. Temporal representation in spike detection of sparse personal identity streams Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3917: 115-126. DOI: 10.1007/11734628_14  1
2006 Phua C, Gayler R, Smith-Miles K, Lee V. Communal detection of implicit personal identity streams Proceedings - Ieee International Conference On Data Mining, Icdm. 620-625.  1
2005 Cassimatis N, Luke S, Levy SD, Gayler R, Kanerva P, Eliasmith C, Bickmore T, Schultz AC, Davis R, Landay J, Miller R, Saund E, Stahovich T, Littman M, Singh S, et al. Reports on the 2004 AAAI Fall Symposia Ai Magazine. 26: 98-102. DOI: 10.1609/Aimag.V26I1.1805  1
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