Nobuhiro Yugami

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13ranked-venue papers

5as first author

0since 2021 · last 2014

—ORCID · none

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

Artificial intelligence and machine learning · 9 · 4 first-authorDatabases, data management, data science and information retrieval · 3 · 1 first-authorGraphics, computer vision, multimedia, augmented reality and games · 3 · 2 first-authorApplied, interdisciplinary, general and emerging computing · 3 · 2 first-authorTheory of computation · 1

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.

Theoretical computer science 2 papers		Algorithms and data structures · 61% Automated reasoning and model checking · 30% Computational geometry · 9%
Artificial intelligence 3 papers		Learning theory · 64% Kernel, tree and ensemble methods · 28% Trustworthy machine learning · 8%

Topics — the 9 heaviest of 10, each with the papers that count most for it

Topic	Papers	Last	Evidence papers
Algorithms and data structures › analysis of algorithms average-case analysis	1	2000	Generalized Average-Case Analyses of the Nearest Neighbor Algorithm · ICML 2000
Algorithms and data structures › similarity search nearest neighbor search	1	2000	Generalized Average-Case Analyses of the Nearest Neighbor Algorithm · ICML 2000
Machine learning › Learning theory › computational complexity average-case analysis	1	1997	An Average-Case Analysis of the k-Nearest Neighbar Classifier for Noisy Domains · IJCAI (1) 1997
Machine learning › Learning theory › classification › nonparametric classification nearest neighbor classification	1	1997	An Average-Case Analysis of the k-Nearest Neighbar Classifier for Noisy Domains · IJCAI (1) 1997
Machine learning › Kernel, tree and ensemble methods › nearest neighbor methods nearest neighbor classifier	1	1996	Theoretical Analysis of the Nearest Neighbor Classifier in Noisy Domains · ICML 1996
Automated reasoning and model checking › satisfiability › SAT solving DPLL	1	1995	Theoretical Analysis of Davis-Putnam Procedure and Propositional Satisfiability · IJCAI 1995
Automated reasoning and model checking satisfiability	1	1995	Theoretical Analysis of Davis-Putnam Procedure and Propositional Satisfiability · IJCAI 1995
Computational geometry › proximity problems proximity search	1	2000	Generalized Average-Case Analyses of the Nearest Neighbor Algorithm · ICML 2000
Machine learning › Trustworthy machine learning › robustness learning with noisy labels	1	1996	Theoretical Analysis of the Nearest Neighbor Classifier in Noisy Domains · ICML 1996

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

average-case analysis · 0.0theoretical analysis · 0.0proof complexity · 0.0value propagation · 0.0

Year	Publication	Venue	Position
2014	Discovery of Areas with Locally Maximal Confidence from Location Data Hiroya Inakoshi, Hiroaki Morikawa, Tatsuya Asai, Nobuhiro Yugami, Seishi Okamoto	DASFAA (1)	4
2014	MultiAspectSpotting: Spotting Anomalous Behavior within Count Data Using Tensor Koji Maruhashi, Nobuhiro Yugami	PAKDD (2)	2
2003	Mining Interesting Patterns Using Estimated Frequencies from Subpatterns and Superpatterns Yukiko Yoshida, Yuiko Ohta, Kenichi Kobayashi 0001, Nobuhiro Yugami	Discovery Science	4
2003	Effects of domain characteristics on instance-based learning algorithms Seishi Okamoto, Nobuhiro Yugami	Theor. Comput. Sci.	2
2000	Discovery of M-of-N Concepts for Classification Nobuhiro Yugami	Discovery Science	1
2000	Generalized Average-Case Analyses of the Nearest Neighbor Algorithm Seishi Okamoto, Nobuhiro Yugami	ICML	2
2000	Fast Discovery of Interesting Rules Nobuhiro Yugami, Yuiko Ohta, Seishi Okamoto	PAKDD	1
1998	Instance Guided Rule Induction Nobuhiro Yugami, Yuiko Ohta, Seishi Okamoto	Discovery Science	1
1997	Theoretical Analysis of Case Retrieval Method Based on Neighborhood of a New Problem Seishi Okamoto, Nobuhiro Yugami	ICCBR	2
1997	An Average-Case Analysis of the k-Nearest Neighbar Classifier for Noisy Domains Seishi Okamoto, Nobuhiro Yugami	IJCAI (1)	2
1996	Theoretical Analysis of the Nearest Neighbor Classifier in Noisy Domains Seishi Okamoto, Nobuhiro Yugami	ICML	2
1995	Theoretical Analysis of Davis-Putnam Procedure and Propositional Satisfiability Nobuhiro Yugami	IJCAI	1
1994	Improving Repair-Based Constraint Satisfaction Methods by Value Propagation Nobuhiro Yugami, Yuiko Ohta, Hirotaka Hara	AAAI	1