Swarm intelligence algorithms for feature selection: a review

L Brezočnik, I Fister Jr, V Podgorelec - Applied Sciences, 2018 - mdpi.com
Featured Application The paper analyzes the usage and mechanisms of feature selection
methods that are based on swarm intelligence in different application areas. Abstract The …

Survey of computational intelligence as basis to big flood management: Challenges, research directions and future work

F Fotovatikhah, M Herrera… - Engineering …, 2018 - Taylor & Francis
Flooding produces debris and waste including liquids, dead animal bodies and hazardous
materials such as hospital waste. Debris causes serious threats to people's health and can …

Nature inspired computing: an overview and some future directions

N Siddique, H Adeli - Cognitive computation, 2015 - Springer
This paper presents an overview of significant advances made in the emerging field of
nature-inspired computing (NIC) with a focus on the physics-and biology-based approaches …

Water network partitioning into district metered areas: A state-of-the-art review

X Khoa Bui, M S. Marlim, D Kang - Water, 2020 - mdpi.com
A water distribution network (WDN) is an indispensable element of civil infrastructure that
provides fresh water for domestic use, industrial development, and fire-fighting. However, in …

Smart artificial firefly colony algorithm‐based support vector regression for enhanced forecasting in civil engineering

JS Chou, AD Pham - Computer‐Aided Civil and Infrastructure …, 2015 - Wiley Online Library
Advanced data mining techniques are potential tools for solving civil engineering (CE)
problems. This study proposes a novel smart artificial firefly colony algorithm‐based support …

Which method to use? An assessment of data mining methods in Environmental Data Science

K Gibert, J Izquierdo, M Sànchez-Marrè… - … modelling & software, 2018 - Elsevier
Data Mining (DM) is a fundamental component of the Data Science process. Over recent
years a huge library of DM algorithms has been developed to tackle a variety of problems in …

Water quality sensor placement: A multi-objective and multi-criteria approach

B Brentan, S Carpitella, D Barros, G Meirelles… - Water Resources …, 2021 - Springer
To satisfy their main goal, namely providing quality water to consumers, water distribution
networks (WDNs) need to be suitably monitored. Only well designed and reliable monitoring …

Smart bacteria‐foraging algorithm‐based customized kernel support vector regression and enhanced probabilistic neural network for compaction quality assessment …

J Wang, D Zhong, H Adeli, D Wang, M Liu - Expert Systems, 2018 - Wiley Online Library
Compaction quality assessment and control for an earth‐rock dam is the key measure to
ensure dam safety. However, to date, the compaction quality assessment model has not …

Harmony search algorithm and its variants

N Siddique, H Adeli - … Journal of Pattern Recognition and Artificial …, 2015 - World Scientific
In the past three decades nature-inspired and meta-heuristic algorithms have dominated the
literature in the broad areas of search and optimization. Harmony search algorithm (HSA) is …

Quantitative optimization of interoperability during feature-based data exchange

DJ Zhang, FZ He, SH Han, XX Li - Integrated Computer-Aided …, 2016 - content.iospress.com
Sharing feature-based computer-aided design (CAD) models is a challenging problem that
is frequently encountered among heterogeneous CAD systems. In this work, a new …