Predictive adaptive resonance theory and knowledge discovery in databases

Predictive adaptive resonance theory and knowledge discovery in databases

This paper investigates the scalability of predictive Adaptive Resonance Theory (ART) networks for knowledge discovery in very large databases. Although predictive ART performs fast and incremental learning, the number of recognition categories or rules that it creates during learning may become sub...

Saved in:

書目詳細資料
Main Authors:	TAN, Ah-hwee, SOON, Hui-Shin Vivien
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2000
主題:	Adaptive Resonance Theory Category Node Algorithm Benchmark Experiment Pattern Pair Databases and Information Systems Numerical Analysis and Scientific Computing Theory and Algorithms
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/6084 https://ink.library.smu.edu.sg/context/sis_research/article/7087/viewcontent/Tan_Soon2000_PredictiveAdaptiveResonance_pv.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Singapore Management University
語言:	English

相似書籍

Intelligence through interaction: Towards a unified theory for learning
由: TAN, Ah-hwee, et al.
出版: (2007)

Mining RDF metadata for generalized association rules: Knowledge discovery in the semantic web era
由: JIANG, Tao, et al.
出版: (2006)

Efficient algorithms for trajectory-aware mobile crowdsourcing
由: HAN, Chung-Kyun
出版: (2021)

Predicting Trusts among Users of Online Communities - An Epinions Case Study
由: LIU, Haifeng, et al.
出版: (2008)

k-Anonymity in the Presence of External Databases
由: SACHARIDIS, Dimitris, et al.
出版: (2010)

Supervised adaptive resonance theory and rules
由: TAN, Ah-hwee
出版: (2000)

Supervised generative adversarial cross-modal hashing by transferring pairwise similarities for venue discovery
由: AGGARWAL, Himanshu, et al.
出版: (2019)

Vigilance adaptation in adaptive resonance theory
由: MENG, Lei, et al.
出版: (2013)

Offline RL with discrete proxy representations for generalizability in POMDPs
由: GU, Pengjie, et al.
出版: (2023)

Towards distributed node similarity search on graphs
由: ZHANG, Tianming, et al.
出版: (2020)

Adaptive posterior knowledge selection for improving knowledge-grounded dialogue generation
由: WANG, Weichao, et al.
出版: (2021)

A reliable and consistent fully distributed database
由: Claudio, Patricia Maria R.
出版: (1989)

Machine learning methods for pattern analysis and clustering
由: HE JI
出版: (2010)

An adaptive gradient method for online AUC maximization
由: DING, Yi, et al.
出版: (2015)

Salience-Aware Adaptive Resonance Theory for Large-Scale Sparse Data Clustering
由: Lei Meng, et al.
出版: (2020)

A Genetic Algorithm for Cellular Manufacturing Design and Layout
由: WU, Xiaodan, et al.
出版: (2007)

An efficient annealing-assisted differential evolution for multi-parameter adaptive latent factor analysis
由: LI, Qing, et al.
出版: (2022)

Implementation of a switched fast affine projection-normalized least mean square algorithm in the TMSC542 DSK for acoustic and line echo cancellation
由: Ruiz, Ramon Stephen L.
出版: (2004)

汉语双数概念研究 = Dual Number in Mandarin
由: 李雪莹, et al.
出版: (2011)

Aggregate Nearest Neighbor Queries in Spatial Databases
由: PAPADIAS, Dimitris, et al.
出版: (2005)

Microscopic Fusarium Detection and Verification with Convolutional Neural Networks
由: Estuar, Ma. Regina Justina E, et al.
出版: (2018)

Efficient motif discovery in spatial trajectories using discrete Fréchet distance
由: TANG, Bo, et al.
出版: (2017)

MAP: A computational model for adaptive persuasion
由: KANG, Yilin, et al.
出版: (2015)

Capacity Constrained Assignment in Spatial Databases
由: LEONG, Hou U, et al.
出版: (2008)

L-opacity: Linkage-aware graph anonymization
由: NOBARI, Sadegh, et al.
出版: (2014)

Pythia: A polyalgorithm oracle for factoring integers
由: Que, Jemie L.
出版: (2007)

SEAPoT-RL: Selective exploration algorithm for policy transfer in RL
由: NARAYAN, Akshay, et al.
出版: (2017)

Multimedia Recommendation: Technology and Techniques
由: SHEN, Jialie, et al.
出版: (2013)

Efficient sampling algorithms for approximate temporal motif counting
由: WANG, Jingjing, et al.
出版: (2020)

Differentially Private Subspace Clustering
由: WANG, Yining, et al.
出版: (2015)

Modeling Social Information Learning among Taxi Drivers
由: LIU, Siyuan, et al.
出版: (2013)

Exploiting anonymity and homogeneity in factored Dec-MDPs through pre-computed binomial distributions
由: RANJAN KUMAR, Rajiv, et al.
出版: (2017)

Russian logics and the culture of impossible: Part 1. recovering intelligentsia logics
由: TATARCHENKO, Ksenia, et al.
出版: (2021)

Boundary detection with BERT for span-level emotion cause analysis
由: LI, Xiangju, et al.
出版: (2021)

NIL is not nothing: Recognition of Chinese network informal language expressions
由: XIA, Yunqing, et al.
出版: (2005)

Microblog search and filtering with time sensitive feedback and thresholding based on BM25
由: GAO, Wei, et al.
出版: (2012)

Applying search in an automatic contract-based testing tool
由: KOLESNICHENKO, Alexey, et al.
出版: (2013)

The AutoProof Verifier: Usability by non-experts and on standard code
由: FURIA, Carlo A., et al.
出版: (2015)

Hoare logic for graph programs
由: POSKITT, Christopher M., et al.
出版: (2010)

Projection-free distributed online learning in networks
由: ZHANG, Wenpeng, et al.
出版: (2017)