Randy Kerber

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5ranked-venue papers

3as first author

0since 2021 · last 1998

—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 5 · 3 first-authorDatabases, data management, data science and information retrieval · 2 · 1 first-authorGraphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Databases, data mining, and information retrieval

4 papers

Data integration and cleaning · 58% Data mining · 33% Information retrieval · 8%

Topics — the 7 heaviest of 7, each with the papers that count most for it

Topic	Papers	Last	Evidence papers
Data mining knowledge discovery process	1	1998	Active Templates: Comprehensive Support for the Knowledge Discovery Process · KDD 1998
Data integration and cleaning › data preprocessing data cleaning	1	1995	Using Recon for Data Cleaning · KDD 1995
Data integration and cleaning › data preprocessing › discretization attribute discretization	1	1992	ChiMerge: Discretization of Numeric Attributes · AAAI 1992
Data integration and cleaning data preprocessing	1	1992	ChiMerge: Discretization of Numeric Attributes · AAAI 1992
Data integration and cleaning › data preprocessing discretization	1	1992	ChiMerge: Discretization of Numeric Attributes · AAAI 1992
Information retrieval indexing	1	1989	Improving Explanation-Based Indexing with Empirical Learning · ML 1989
Data mining pattern mining	1	1992	ChiMerge: Discretization of Numeric Attributes · AAAI 1992

Methods — techniques the papers use, named apart from their topics

recon · 0.0chimerge · 0.0empirical learning · 0.0

Year	Publication	Venue	Position
1998	Active Templates: Comprehensive Support for the Knowledge Discovery Process Randy Kerber, Hal Beck, Tej Anand, Bill Smart	KDD	1
1995	Using Recon for Data Cleaning Evangelos Simoudis, Brian Livezey, Randy Kerber	KDD	3
1992	ChiMerge: Discretization of Numeric Attributes Randy Kerber	AAAI	1
1989	Improving Explanation-Based Indexing with Empirical Learning Ralph Barletta, Randy Kerber	ML	2
1988	Using a Generalization Hierarchy to Learn from Examples Randy Kerber	ML	1