Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms

International Journal of Man-Machine Studies ◽

10.1016/0020-7373(92)90018-g ◽

1992 ◽

Vol 36 (2) ◽

pp. 267-287 ◽

Author(s):

David W. Aha

Keyword(s):

Learning Algorithms ◽

Instance Based Learning

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Efficient Incremental Instance-based Learning Algorithms for Open World Malware Classification

10.1109/atc52653.2021.9598272 ◽

2021 ◽

Author(s):

Kien Hoang Dang ◽

Dai Tho Nguyen ◽

Thu Trang Nguyen Thi

Keyword(s):

Learning Algorithms ◽

Malware Classification ◽

Instance Based Learning

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Pragmatic Investigation on Performance of Instance-Based Learning Algorithms

Advances in Intelligent Systems and Computing - Artificial Intelligence and Evolutionary Computations in Engineering Systems ◽

10.1007/978-981-10-3174-8_53 ◽

2017 ◽

pp. 633-642

Author(s):

Bharathan Venkatesh ◽

Danasingh Asir Antony Gnana Singh ◽

Epiphany Jebamalar Leavline

Keyword(s):

Learning Algorithms ◽

Instance Based Learning

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On the Impact of Distance Metrics in Instance-Based Learning Algorithms

Pattern Recognition and Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-319-19390-8_6 ◽

2015 ◽

pp. 48-56 ◽

Author(s):

Noel Lopes ◽

Bernardete Ribeiro

Keyword(s):

Learning Algorithms ◽

Distance Metrics ◽

Instance Based Learning ◽

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Recognition of handwritten characters using Instance-Based Learning Algorithms

SOFSEM '95: Theory and Practice of Informatics - Lecture Notes in Computer Science ◽

10.1007/3-540-60609-2_39 ◽

1995 ◽

pp. 493-498

Author(s):

Jan Žižka ◽

Irena Šnajdárková

Keyword(s):

Learning Algorithms ◽

Instance Based Learning

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Effects of domain characteristics on instance-based learning algorithms

Theoretical Computer Science ◽

10.1016/s0304-3975(02)00424-3 ◽

2003 ◽

Vol 298 (1) ◽

pp. 207-233 ◽

Author(s):

Seishi Okamoto ◽

Nobuhiro Yugami

Keyword(s):

Learning Algorithms ◽

Instance Based Learning

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Evaluation of Instance-based Learning and Q-learning algorithms in dynamic environments

IEEE Access ◽

10.1109/access.2021.3117855 ◽

2021 ◽

pp. 1-1

Author(s):

Anmol Gupta ◽

Partha Pratim Roy ◽

Varun Dutt

Keyword(s):

Learning Algorithms ◽

Dynamic Environments ◽

Instance Based Learning

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Instance-based learning algorithms

Machine Learning ◽

10.1007/bf00153759 ◽

1991 ◽

Vol 6 (1) ◽

pp. 37-66 ◽

Cited By ~ 1729

Author(s):

David W. Aha ◽

Dennis Kibler ◽

Marc K. Albert

Keyword(s):

Learning Algorithms ◽

Instance Based Learning

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Instance-based Learning Models of Training

PsycEXTRA Dataset ◽

10.1037/e578882012-021 ◽

2010 ◽

Author(s):

Cleotilde Gonzalez ◽

Varun Dutt

Keyword(s):

Learning Models ◽

Instance Based Learning

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Deciding when to escape a mine emergency: Modeling accumulation of evidence about emergencies through Instance-based Learning

PsycEXTRA Dataset ◽

10.1037/e578902012-182 ◽

2011 ◽

Author(s):

Varun Dutt ◽

Michael Yu ◽

Cleotilde Gonzalez

Keyword(s):

Instance Based Learning

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Supplemental Material for One Model to Rule Them All? Using Machine Learning Algorithms to Determine the Number of Factors in Exploratory Factor Analysis

Psychological Methods ◽

10.1037/met0000262.supp ◽

2020 ◽

Keyword(s):

Machine Learning ◽

Factor Analysis ◽

Exploratory Factor Analysis ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Number Of Factors

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