Results 141 to 150 of about 4,693,052 (300)

Greedy Algorithm for Inference of Decision Trees from Decision Rule Systems [PDF]

arXiv
Decision trees and decision rule systems play important roles as classifiers, knowledge representation tools, and algorithms. They are easily interpretable models for data analysis, making them widely used and studied in computer science. Understanding the relationships between these two models is an important task in this field.
arxiv  

Extremely Fast Decision Tree [PDF]

arXiv, 2018
We introduce a novel incremental decision tree learning algorithm, Hoeffding Anytime Tree, that is statistically more efficient than the current state-of-the-art, Hoeffding Tree. We demonstrate that an implementation of Hoeffding Anytime Tree---"Extremely Fast Decision Tree", a minor modification to the MOA implementation of Hoeffding Tree---obtains ...
arxiv  

Morphogenic Growth 3D Printing

Advanced Materials, EarlyView.
I additive manufacturing process exploits the spatial propagation of a polymerization reaction front to produce 3D polymer parts 10× faster and 1000× more energy efficient than the fastest stereolithography. In contrast with existing 3D printing, this morphogenic process is inspired by biological “growth and form” due to the self‐directed propagation ...
Yun Seong Kim, Minjiang Zhu, Mohammad Tanver Hossain, Derrick Sanders, Rohan Shah, Yuan Gao, Jeffrey S. Moore, Nancy R. Sottos, Randy H. Ewoldt, Philippe H. Geubelle, Sameh H. Tawfick   +10 more
wiley   +1 more source

Unsupervised Decision Trees for Axis Unimodal Clustering

Information
The use of decision trees for obtaining and representing clustering solutions is advantageous, due to their interpretability property. We propose a method called Decision Trees for Axis Unimodal Clustering (DTAUC), which constructs unsupervised binary ...
Paraskevi Chasani, Aristidis Likas
doaj   +1 more source

Learning optimal decision trees using constraint programming

Constraints, 2020
Hélène Verhaeghe, Siegfried Nijssen, Gilles Pesant, Claude-Guy Quimper, P. Schaus   +4 more
semanticscholar   +1 more source

Decision tree parsing using a hidden derivation model [PDF]

, 1994
F. Jelinek, John Lafferty, David M. Magerman, R. L. Mercer, Adwait Ratnaparkhi, Salim Roukos   +5 more
openalex   +1 more source

A Bio‐Inspired Perspective on Materials Sustainability

Advanced Materials, EarlyView.
This perspective discusses natural materials as inspiration for sustainable engineering designs and the processing of materials. First, circularity, longevity, parsimony, and activity are presented as essential material paradigms. The perspective then uses many examples of natural and technical materials to introduce principles such as oligo ...
Wolfgang Wagermaier, Khashayar Razghandi, Peter Fratzl   +2 more
wiley   +1 more source

Using Genetic Algorithm in Optimizing Decision Trees for Credit Scoring of Banks Customers [PDF]

Journal of Information Technology Management, 2010
Decision trees as one of the data mining techniques, is used in credit scoring of bank customers. The main problem is the construction of decision trees in that they can classify customers optimally.
Mahmood i Alborz, Mohammad Ebrahim Mohammad Pourzarandi, mohammad khanbabaei   +2 more
doaj  

Causal Discovery and Classification Using Lempel-Ziv Complexity [PDF]

arXiv
Inferring causal relationships in the decision-making processes of machine learning algorithms is a crucial step toward achieving explainable Artificial Intelligence (AI). In this research, we introduce a novel causality measure and a distance metric derived from Lempel-Ziv (LZ) complexity.
arxiv  

Linear decision trees, subspace arrangements and Möbius functions [PDF]

, 1994
Anders Björner, László Lovász
openalex   +1 more source