Noise-tolerant windowing

被引：0

作者：

Furnkranz, J ^{[1
]}

机构：

[1] Austrian Res Inst Artificial Intelligence, A-1010 Vienna, Austria

来源：

IJCAI-97 - PROCEEDINGS OF THE FIFTEENTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2 | 1997年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Windowing has been proposed as a procedure for efficient memory use in the ID3 decision tree learning algorithm. However. it was shown that it may often lead to a decrease in performance, in particular in noisy domains. Following up an previous work, where we have demonstrated that the ability of rule learning algorithms to learn rules independently can be exploited for more efficient windowing procedures, we demonstrate in this paper how this property can he exploited to achieve noise-tolerance in windowing.

引用

页码：852 / 857

页数：6

共 50 条

[1] Noise-tolerant fair classification
Lamy, Alexandre
Zhong, Ziyuan
Menon, Aditya Krishna
Verma, Nakul
[J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), 2019, 32
[2] Unforgeable noise-tolerant quantum tokens
Pastawski, Fernando
Yao, Norman Y.
Jiang, Liang
Lukin, Mikhail D.
Cirac, J. Ignacio
[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (40) : 16079 - 16082
[3] Synthesizing noise-tolerant language learners
Case, J
Jain, S
Sharma, A
[J]. THEORETICAL COMPUTER SCIENCE, 2001, 261 (01) : 31 - 56
[4] A noise-tolerant graphical model for ranking
Geng, Xiubo
Qin, Tao
Liu, Tie-Yan
Cheng, Xue-Qi
[J]. INFORMATION PROCESSING & MANAGEMENT, 2012, 48 (02) : 374 - 383
[5] Noise-tolerant dynamic circuit design
Wang, L
Shanbhag, NR
[J]. ISCAS '99: PROCEEDINGS OF THE 1999 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 1: VLSI, 1999, : 549 - 552
[6] Synthesizing noise-tolerant language learners
Case, J
Jain, S
Sharma, A
[J]. ALGORITHMIC LEARNING THEORY, 1997, 1316 : 228 - 243
[7] On the sample complexity of noise-tolerant learning
Aslam, JA
Decatur, SE
[J]. INFORMATION PROCESSING LETTERS, 1996, 57 (04) : 189 - 195
[8] Noise-tolerant algorithm for active power filters
Santana, WC
da Silva, LEB
de Oliveira, LEL
da Silva, VF
Torres, GL
[J]. PROCEEDINGS OF THE IEEE-ISIE 2004, VOLS 1 AND 2, 2004, : 1303 - 1308
[9] Noise-tolerant 3D Imaging
Rehain, Patrick
Sua, Yong Meng
Zhu, Shenyu
Dickson, Ivan
Muthuswamy, Bharathwaj
Ramanathan, Jeevanandha
Shahverdi, Amin
Huang, Yuping
[J]. 2019 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2019,
[10] Noise-tolerant wavefront shaping in a Hadamard basis
Mastiani, Bahareh
Vellekoop, Ivo M.
[J]. OPTICAL COHERENCE IMAGING TECHNIQUES AND IMAGING IN SCATTERING MEDIA IV, 2021, 11924

← 1 2 3 4 5 →