A survey of cost-sensitive decision tree induction algorithms

S Lomax, S Vadera - ACM Computing Surveys (CSUR), 2013 - dl.acm.org
The past decade has seen a significant interest on the problem of inducing decision trees
that take account of costs of misclassification and costs of acquiring the features used for …

Semi-supervised self-training for decision tree classifiers

J Tanha, M Van Someren, H Afsarmanesh - International Journal of …, 2017 - Springer
We consider semi-supervised learning, learning task from both labeled and unlabeled
instances and in particular, self-training with decision tree learners as base learners. We …

Exploring the key drivers of riparian woodland successional pathways across three European river reaches

R Muñoz‐Mas, V Garófano‐Gómez… - …, 2017 - Wiley Online Library
Climate change and river regulation are negatively impacting riparian vegetation. To
evaluate these impacts, process‐based models are preferred over data‐driven approaches …

Geomorphic controls and transition zones in the lower Sabine River

JD Phillips - Hydrological Processes: An International Journal, 2008 - Wiley Online Library
Instream flow science and management requires identification of characteristic hydrological,
ecological, and geomorphological attributes of stream reaches. This study approaches this …

[PDF][PDF] A survey of applications of artificial intelligence algorithms in eco-environmental modelling

K Kim, J Park - Environmental Engineering Research, 2009 - eeer.org
Application of artificial intelligence (AI) approaches in eco-environmental modeling has
gradually increased for the last decade. Comprehensive understanding and evaluation on …

Quantifying indicators of riparian condition in Australian tropical savannas: integrating high spatial resolution imagery and field survey data

K Johansen, S Phinn, J Lowry… - International Journal of …, 2008 - Taylor & Francis
The objectives of this research were:(1) to quantify indicators of riparian condition; and (2) to
assess these indicators for detecting change in riparian condition. Two multi‐spectral …

Relative Importance of Intrinsic, Extrinsic, and Anthropic Factors in the Geomorphic Zonation of the Trinity River, Texas1

JD Phillips - JAWRA Journal of the American Water Resources …, 2010 - Wiley Online Library
Phillips, Jonathan D., 2010. Relative Importance of Intrinsic, Extrinsic, and Anthropic Factors
in the Geomorphic Zonation of the Trinity River, Texas. Journal of the American Water …

Decision-Tree-based data mining and rule induction for predicting and mapping soil bacterial diversity

K Kim, K Yoo, D Ki, IS Son, KJ Oh, J Park - Environmental monitoring and …, 2011 - Springer
Soilmicrobial ecology plays a significant role in global ecosystems. Nevertheless, methods
of model prediction and mapping have yet to be established for soil microbial ecology. The …

Using decision tree to develop a soil ecological quality assessment system for planning sustainable construction

J Park, D Ki, K Kim, SJ Lee, DH Kim, KJ Oh - Expert Systems with …, 2011 - Elsevier
Soil ecology is the foundation of the entire biosphere and plays a significant role in global
ecosystems. Soil ecology is important in the decision-making aspects of mega-construction …

Geomorphic and hydraulic unit richness and complexity in a coastal plain river

JD Phillips - Earth Surface Processes and Landforms, 2017 - Wiley Online Library
Geomorphic and hydraulic units in river channels are closely linked to geodiversity and
habitats, and thus to biodiversity. In a~ 200 km reach of the lower Sabine River, in the …