Decision Tree Design

Decision Tree Design is a methodological framework within decision support system design that systematically structures decision-making processes by representing possible decisions, outcomes, and associated probabilities in a hierarchical, tree-like graph to facilitate optimal path selection under uncertainty.

236

Publications

16K

Citations

856

Authors

468

Institutions

Publications per year

2017–2026

Parents

Decision Support System Design

Publications

236

A survey of decision tree classifier methodology

S.R. Safavian, D. A. Landgrebe · IEEE Transactions on Systems Man and Cybernetics · 1991 · 3.8K citations · Full text

Computing, Computer Engineering, Computer Science +12

Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey

Sreerama K. Murthy · Data Mining and Knowledge Discovery · 1998 · 981 citations

Computing, Computer Science, Data Science +14

On the Handling of Continuous-Valued Attributes in Decision Tree Generation

Usama M. Fayyad, Keki B. Irani · Machine Learning · 1992 · 680 citations · Full text

Business, Decision Sciences, Mathematics +12

On the handling of continuous-valued attributes in decision tree generation

Usama M. Fayyad, Keki B. Irani · Machine Learning · 1992 · 360 citations · Full text

Business, Decision Sciences, Mathematics +12

A Survey of Evolutionary Algorithms for Decision-Tree Induction

Rodrigo C. Barros, Márcio P. Basgalupp, André C. P. L. F. de Carvalho et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2011 · 346 citations · Full text

Computing, Computer Science, Algorithms +11

1–5 of 236

Authors

856

RC
Rodrigo C. Barros
Pontifícia Universidade Católica do Rio Grande do Sul, Brazil
3 publications · 452 citations
3
h-index
YC
Yen‐Liang Chen
National Central University, Taiwan
3 publications · 179 citations
3
h-index
AC
André C. P. L. F. de Carvalho
Universidade de São Paulo, Brazil
3 publications · 452 citations
3
h-index
MP
Márcio P. Basgalupp
Universidade Federal de São Paulo, Brazil
3 publications · 452 citations
3
h-index
MŠ
Matej Šprogar
University of Maribor, Slovenia
3 publications · 50 citations
3
h-index

1–5 of 856

Institutions

468

1–8 of 468

Venues

Expert Systems with Applications
12 publications · 995 citations
11
h-index
PubMed
Repository · 5 publications · 96 citations
5
h-index
Fuzzy Sets and Systems
5 publications · 202 citations
5
h-index
Information Sciences
4 publications · 488 citations
4
h-index
IEEE Transactions on Pattern Analysis and Machine Intelligence
TPAMI · 4 publications · 302 citations
4
h-index

1–5