A review of emergency response in disasters: present and future perspectives

Y Feng, S Cui - Natural hazards, 2021 - Springer
With the increasing occurrence of disasters, how to respond to disasters has attracted a lot of
interest. However, a systematic study of emergency response in disasters (ER) has been …

Interactive machine learning: experimental evidence for the human in the algorithmic loop: A case study on Ant Colony Optimization

A Holzinger, M Plass, M Kickmeier-Rust, K Holzinger… - Applied …, 2019 - Springer
Recent advances in automatic machine learning (aML) allow solving problems without any
human intervention. However, sometimes a human-in-the-loop can be beneficial in solving …

Insights into the application of the traveling salesman problem to logistics without considering financial risk: A bibliometric study

A Larni-Fooeik, N Ghasemi… - Management Science …, 2024 - growingscience.com
Suppliers can use different strategies to distribute their products, Among the most common
complex optimization problems related to the transportation of products is the traveling …

A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop

A Holzinger, M Plass, K Holzinger, GC Crisan… - arXiv preprint arXiv …, 2017 - arxiv.org
The goal of Machine Learning to automatically learn from data, extract knowledge and to
make decisions without any human intervention. Such automatic (aML) approaches show …

Towards interactive Machine Learning (iML): applying ant colony algorithms to solve the traveling salesman problem with the human-in-the-loop approach

A Holzinger, M Plass, K Holzinger, GC Crişan… - … : IFIP WG 8.4, 8.9, TC 5 …, 2016 - Springer
Abstract Most Machine Learning (ML) researchers focus on automatic Machine Learning
(aML) where great advances have been made, for example, in speech recognition …

[HTML][HTML] Fostering urban resilience and accessibility in cities: A dynamic knowledge graph approach

SZ Phua, M Hofmeister, YK Tsai, O Peppard… - Sustainable Cities and …, 2024 - Elsevier
This paper explores the utilisation of knowledge graphs and an agent-based implementation
to enhance urban resilience and accessibility in city planning. We expand The World Avatar …

Research on classroom teaching evaluation and instruction system based on GIS mobile terminal

J Zhang - Mobile Information Systems, 2021 - Wiley Online Library
With the development of mobile terminal technology, GIS has begun to be applied in all
walks of life. With its powerful spatial indexing, positioning, query, analysis, and graphics …

Study on a hybrid algorithm combining enhanced ant colony optimization and double improved simulated annealing via clustering in the Traveling Salesman Problem …

T Hao, W Yingnian, Z Jiaxing, Z Jing - PeerJ Computer Science, 2023 - peerj.com
In the process of solving the Traveling Salesman Problem (TSP), both Ant Colony
Optimization and simulated annealing exhibit different limitations depending on the dataset …

Evaluating topological vulnerability based on fuzzy fractal dimension

T Wen, M Song, W Jiang - International Journal of Fuzzy Systems, 2018 - Springer
Complex networks have been widely applied in many complex systems existed in nature
and society because of its rapid development. Many methods have been proposed to …

MetrIntMeas a novel metric for measuring the intelligence of a swarm of cooperating agents

LB Iantovics, F Emmert-Streib, S Arik - Cognitive Systems Research, 2017 - Elsevier
We propose a novel metric called MetrIntMeas (Metric for the Intelligence Measuring) for an
accurate and robust measurement of the difficult problem-solving intelligence of a swarm …