Ross W. Gayler

According to our database, Ross W. Gayler authored at least 30 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Lessons from a challenge on forecasting epileptic seizures from non-cerebral signals.

Kenny Schlegel, Denis Kleyko, Benjamin H. Brinkmann, Ewan S. Nurse, Ross W. Gayler, Peer Neubert

Nat. Mac. Intell., 2024

2020

Autoscaling Bloom filter: controlling trade-off between true and false positives.

Denis Kleyko, Abbas Rahimi, Ross W. Gayler, Evgeny Osipov

Neural Comput. Appl., 2020

Commentaries on "Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception" [Science Robotics Vol 4 Issue 30 (2019) 1-10.

Denis Kleyko, Ross W. Gayler, Evgeny Osipov

CoRR, 2020

2017

Approaches for credit scorecard calibration: An empirical analysis.

Artem Bequé, Kristof Coussement, Ross W. Gayler, Stefan Lessmann

Knowl. Based Syst., 2017

Neural Distributed Autoassociative Memories: A Survey.

V. I. Gritsenko, Dmitri A. Rachkovskij, A. A. Frolov, Ross W. Gayler, Denis Kleyko, Evgeny Osipov

CoRR, 2017

2016

Automatic Discovery of Abnormal Values in Large Textual Databases.

Peter Christen, Ross W. Gayler, Khoi-Nguyen Tran, Jeffrey Fisher, Dinusha Vatsalan

ACM J. Data Inf. Qual., 2016

Recognizing Permuted Words with Vector Symbolic Architectures: A Cambridge Test for Machines.

Denis Kleyko, Evgeny Osipov, Ross W. Gayler

Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

2015

Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution.

Banda Ramadan, Peter Christen, Huizhi Liang, Ross W. Gayler

ACM J. Data Inf. Qual., 2015

Context-Aware Approximate String Matching for Large-Scale Real-Time Entity Resolution.

Peter Christen, Ross W. Gayler

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Noise-Tolerant Approximate Blocking for Dynamic Real-Time Entity Resolution.

Huizhi Liang, Yanzhe Wang, Peter Christen, Ross W. Gayler

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Bracketing the Beetle: How Wittgenstein's Understanding of Language Can Guide Our Practice in AGI and Cognitive Science.

Simon D. Levy, Charles Lowney, William Meroney, Ross W. Gayler

Proceedings of the Artificial General Intelligence - 7th International Conference, 2014

2013

Dynamic Similarity-Aware Inverted Indexing for Real-Time Entity Resolution.

Banda Ramadan, Peter Christen, Huizhi Liang, Ross W. Gayler, David Hawking

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Adaptive Temporal Entity Resolution on Dynamic Databases.

Peter Christen, Ross W. Gayler

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Analogical mapping and inference with binary spatter codes and sparse distributed memory.

Blerim Emruli, Ross W. Gayler, Fredrik Sandin

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Learning Behavior Hierarchies via High-Dimensional Sensor Projection.

Simon D. Levy, Suraj Bajracharya, Ross W. Gayler

Proceedings of the Learning Rich Representations from Low-Level Sensors, 2013

2012

Resilient Identity Crime Detection.

Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler

IEEE Trans. Knowl. Data Eng., 2012

2011

Compositional connectionism in cognitive science II: the localist/distributed dimension.

Ross W. Gayler, Simon D. Levy

Connect. Sci., 2011

2010

A Comprehensive Survey of Data Mining-based Fraud Detection Research

Clifton Phua, Vincent C. S. Lee, Kate Smith-Miles, Ross W. Gayler

CoRR, 2010

Explanatory Aspirations and the Scandal of Cognitive Neuroscience.

Ross W. Gayler, Simon D. Levy, Rens Bod

Proceedings of the Biologically Inspired Cognitive Architectures 2010, 2010

2009

On the communal analysis suspicion scoring for identity crime in streaming credit applications.

Clifton Phua, Ross W. Gayler, Vincent C. S. Lee, Kate Smith-Miles

Eur. J. Oper. Res., 2009

Similarity-aware indexing for real-time entity resolution.

Peter Christen, Ross W. Gayler, David Hawking

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Credit Scoring and Data Mining.

Ross W. Gayler

Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

2008

Towards Scalable Real-Time Entity Resolution using a Similarity-Aware Inverted Index Approach.

Peter Christen, Ross W. Gayler

Proceedings of the Data Mining and Analytics 2008, 2008

Vector Symbolic Architectures: A New Building Material for Artificial General Intelligence.

Simon D. Levy, Ross W. Gayler

Proceedings of the Artificial General Intelligence 2008, 2008

2007

Adaptive Spike Detection for Resilient Data Stream Mining.

Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler

Proceedings of the Data Mining and Analytics 2007, 2007

2006

Temporal Representation in Spike Detection of Sparse Personal Identity Streams.

Clifton Phua, Vincent C. S. Lee, Ross W. Gayler, Kate A. Smith

Proceedings of the Intelligence and Security Informatics, International Workshop, 2006

Communal Detection of Implicit Personal Identity Streams.

Clifton Phua, Ross W. Gayler, Kate Smith-Miles, Vincent C. S. Lee

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Reports on the 2004 AAAI Fall Symposia.

Nicholas L. Cassimatis, Sean Luke, Simon D. Levy, Ross W. Gayler, Pentti Kanerva, Chris Eliasmith, Timothy W. Bickmore, Alan C. Schultz, Randall Davis, James A. Landay, Robert C. Miller, Eric Saund, Thomas F. Stahovich, Michael L. Littman, Satinder Singh, Shlomo Argamon, Shlomo Dubnov

AI Mag., 2005

2004

Vector Symbolic Architectures answer Jackendoff's challenges for cognitive neuroscience

Ross W. Gayler

CoRR, 2004

Preface.

Simon D. Levy, Ross W. Gayler

Proceedings of the Compositional Connectionism in Cognitive Science, 2004