First-order rule induction for the recognition of morphological patterns in topographic maps

被引：0

作者：

Malerba, D ^{[1
]}

Esposito, F ^{[1
]}

Lanza, A ^{[1
]}

Lisi, FA ^{[1
]}

机构：

[1] Univ Bari, Dipartimento Informat, I-70126 Bari, Italy

来源：

MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION | 2001年 / 2123卷

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：

Information given in topographic map legends or in GIS models is often insufficient to recognize interesting geographical patterns. Some prototypes of GIS have already been extended with a knowledge-base and some reasoning capabilities to support sophisticated map interpretation processes. Nevertheless, the acquisition of the necessary knowledge is still an open problem to which machine learning techniques can provide a solution. This paper presents an application of first-order rule induction to pattern recognition in topographic maps. Research issues related to the extraction of first-order logic descriptions from vectorized topographic maps are introduced. The recognition of morphological patterns in topographic maps of the Apulia region is presented as a case study.

引用

页码：88 / 101

页数：14

共 50 条

[41] Theories for mutagenicity: A study in first-order and feature-based induction
Srinivasan, A
Muggleton, SH
Sternberg, MJE
King, RD
ARTIFICIAL INTELLIGENCE, 1996, 85 (1-2) : 277 - 299
[42] Are different cortical generators involved in the processing of first-order and second-order patterns?
Calvert, J
Manahilov, V
Simpson, WA
PERCEPTION, 2002, 31 : 32 - 32
[43] Extended Goal Recognition Design with First-Order Computation Tree Logic
Au, Tsz-Chiu
THIRTY-SIXTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FOURTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE / TWELVETH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2022, : 9661 - 9668
[44] Mining first-order temporal interval patterns with regular expression constraints
de Amo, Sandra
Giacometti, Arnaud
Pereira, Waldecir, Jr.
DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2007, 4654 : 459 - +
[45] Generalization of the first-order formula for analysis of scan patterns of Risley prisms
Jeon, Yong-Geun
OPTICAL ENGINEERING, 2011, 50 (11)
[46] First-order rule mining by using graphs created from temporal medical data
Ichise, R. (ichise@nii.ac.jp), 1600, (Springer Verlag):
[47] First-order rule mining by using graphs created from temporal medical data
Ichise, R
Numao, M
ACTIVE MINING, 2005, 3430 : 112 - 125
[48] PHVB: A novel first-order predicate logic rule mining algorithm based on GEP
School of Computer Sci., Sichuan Univ., Chengdu 610065, China
不详
Sichuan Daxue Xuebao (Gongcheng Kexue Ban), 2008, 6 (115-120):
[49] Automatic induction of first-order logic descriptors type domains from observations
Ferilli, S
Esposito, F
Basile, TMA
Di Mauro, N
INDUCTIVE LOGIC PROGRAMMING, PROCEEDINGS, 2004, 3194 : 116 - 131
[50] Attentional modulation of threshold sensitivity to first-order motion and second-order motion patterns
Allen, HA
Ledgeway, T
VISION RESEARCH, 2003, 43 (27) : 2927 - 2936

← 1 2 3 4 5 →