Ross W. Gayler

34 papers A 1B 1Misc 3Journal 17Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Graph vector function architecture. Neural Networks Sachin Kahawala, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2026	J	`jnl`	Parametrization of sparse distributed representations for vector data classification. Neurocomputing Dilantha Haputhanthri, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2025	J	`jnl`	Implementing Holographic Reduced Representations for Spiking Neural Networks. IEEE Access Vidura Sumanasena, Daswin De Silva, Evgeny Osipov, Dmitri A. Rachkovskij, Ross W. Gayler
2025	J	`jnl`	Structured temporal representation in time series classification with ROCKETs and hyperdimensional computing. Data Min. Knowl. Discov. Kenny Schlegel, Dmitri A. Rachkovskij, Denis Kleyko, Ross W. Gayler, Peter Protzel, Peer Neubert
2024	J	`jnl`	Lessons from a challenge on forecasting epileptic seizures from non-cerebral signals. Nat. Mac. Intell. Kenny Schlegel, Denis Kleyko, Benjamin H. Brinkmann, Ewan S. Nurse, Ross W. Gayler, Peer Neubert
2020	J	`jnl`	Autoscaling Bloom filter: controlling trade-off between true and false positives. Neural Comput. Appl. Denis Kleyko, Abbas Rahimi, Ross W. Gayler, Evgeny Osipov
2020	J	`jnl`	Commentaries on "Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception" [Science Robotics Vol 4 Issue 30 (2019) 1-10. CoRR Denis Kleyko, Ross W. Gayler, Evgeny Osipov
2017	J	`jnl`	Approaches for credit scorecard calibration: An empirical analysis. Knowl. Based Syst. Artem Bequé, Kristof Coussement, Ross W. Gayler, Stefan Lessmann
2017	J	`jnl`	Neural Distributed Autoassociative Memories: A Survey. CoRR V. I. Gritsenko, Dmitri A. Rachkovskij, A. A. Frolov, Ross W. Gayler, Denis Kleyko, Evgeny Osipov
2016	J	`jnl`	Automatic Discovery of Abnormal Values in Large Textual Databases. ACM J. Data Inf. Qual. Peter Christen, Ross W. Gayler, Khoi-Nguyen Tran, Jeffrey Fisher, Dinusha Vatsalan
2016	—	`conf`	Recognizing Permuted Words with Vector Symbolic Architectures: A Cambridge Test for Machines. BICA Denis Kleyko, Evgeny Osipov, Ross W. Gayler
2015	—	`conf`	Context-Aware Approximate String Matching for Large-Scale Real-Time Entity Resolution. ICDM Workshops Peter Christen, Ross W. Gayler
2015	J	`jnl`	Dynamic Sorted Neighborhood Indexing for Real-Time Entity Resolution. ACM J. Data Inf. Qual. Banda Ramadan, Peter Christen, Huizhi Liang, Ross W. Gayler
2014	—	`conf`	Bracketing the Beetle: How Wittgenstein's Understanding of Language Can Guide Our Practice in AGI and Cognitive Science. AGI Simon D. Levy, Charles Lowney, William Meroney, Ross W. Gayler
2014	—	`conf`	Noise-Tolerant Approximate Blocking for Dynamic Real-Time Entity Resolution. PAKDD (2) Huizhi Liang, Yanzhe Wang, Peter Christen, Ross W. Gayler
2013	—	`conf`	Adaptive Temporal Entity Resolution on Dynamic Databases. PAKDD (2) Peter Christen, Ross W. Gayler
2013	B	`conf`	Analogical mapping and inference with binary spatter codes and sparse distributed memory. IJCNN Blerim Emruli, Ross W. Gayler, Fredrik Sandin
2013	—	`conf`	Dynamic Similarity-Aware Inverted Indexing for Real-Time Entity Resolution. PAKDD Workshops Banda Ramadan, Peter Christen, Huizhi Liang, Ross W. Gayler, David Hawking
2013	—	`conf`	Learning Behavior Hierarchies via High-Dimensional Sensor Projection. AAAI Workshop: Learning Rich Representations from Low-Level Sensors Simon D. Levy, Suraj Bajracharya, Ross W. Gayler
2012	J	`jnl`	Resilient Identity Crime Detection. IEEE Trans. Knowl. Data Eng. Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler
2011	J	`jnl`	Compositional connectionism in cognitive science II: the localist/distributed dimension. Connect. Sci. Ross W. Gayler, Simon D. Levy
2010	J	`jnl`	A Comprehensive Survey of Data Mining-based Fraud Detection Research CoRR Clifton Phua, Vincent C. S. Lee, Kate Smith-Miles, Ross W. Gayler
2010	—	`conf`	Explanatory Aspirations and the Scandal of Cognitive Neuroscience. BICA Ross W. Gayler, Simon D. Levy, Rens Bod
2009	Misc	`conf`	Credit Scoring and Data Mining. AusDM Ross W. Gayler
2009	J	`jnl`	On the communal analysis suspicion scoring for identity crime in streaming credit applications. Eur. J. Oper. Res. Clifton Phua, Ross W. Gayler, Vincent C. S. Lee, Kate Smith-Miles
2009	A	`conf`	Similarity-aware indexing for real-time entity resolution. CIKM Peter Christen, Ross W. Gayler, David Hawking
2008	Misc	`conf`	Towards Scalable Real-Time Entity Resolution using a Similarity-Aware Inverted Index Approach. AusDM Peter Christen, Ross W. Gayler
2008	—	`conf`	Vector Symbolic Architectures: A New Building Material for Artificial General Intelligence. AGI Simon D. Levy, Ross W. Gayler
2007	Misc	`conf`	Adaptive Spike Detection for Resilient Data Stream Mining. AusDM Clifton Phua, Kate Smith-Miles, Vincent C. S. Lee, Ross W. Gayler
2006	—	`conf`	Communal Detection of Implicit Personal Identity Streams. ICDM Workshops Clifton Phua, Ross W. Gayler, Kate Smith-Miles, Vincent C. S. Lee
2006	—	`conf`	Temporal Representation in Spike Detection of Sparse Personal Identity Streams. WISI Clifton Phua, Vincent C. S. Lee, Ross W. Gayler, Kate A. Smith
2005	J	`jnl`	Reports on the 2004 AAAI Fall Symposia. AI Mag. 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
2004	—	`conf`	Preface. AAAI Technical Report (3) Simon D. Levy, Ross W. Gayler
2004	J	`jnl`	Vector Symbolic Architectures answer Jackendoff's challenges for cognitive neuroscience CoRR Ross W. Gayler