Using centroidal voronoi tessellations to scale up the multidimensional archive of phenotypic elites algorithm

V Vassiliades, K Chatzilygeroudis… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The recently introduced multidimensional archive of phenotypic elites (MAP-Elites) is an
evolutionary algorithm capable of producing a large archive of diverse, high-performing …

[HTML][HTML] MetaRF: attention-based random forest for reaction yield prediction with a few trails

K Chen, G Chen, J Li, Y Huang, E Wang, T Hou… - Journal of …, 2023 - Springer
Artificial intelligence has deeply revolutionized the field of medicinal chemistry with many
impressive applications, but the success of these applications requires a massive amount of …

A fast and effective partitional clustering algorithm for large categorical datasets using a k-means based approach

SB Salem, S Naouali, Z Chtourou - Computers & Electrical Engineering, 2018 - Elsevier
Partitional clustering algorithms represent an interesting issue in pattern recognition due to
their high scalability and efficiency. The k-means, proposed since 1965, had shown great …

Fuzzy support vector machine with graph for classifying imbalanced datasets

B Chen, Y Fan, W Lan, J Liu, C Cao, Y Gao - Neurocomputing, 2022 - Elsevier
Since support vector machine (SVM) considers all the training samples equally, it suffers
from the problems of noise/outliers and class imbalance. Although many fuzzy support …

[HTML][HTML] Formulation of development strategies for regional agricultural resource potential: The ukrainian case

N Shpak, I Kulyniak, M Gvozd, J Vveinhardt, N Horbal - Resources, 2021 - mdpi.com
The agricultural sector is one of the leading ones in the economy of many countries, as it
creates the basis for their economic growth. Every region in every country has its own …

A meta-level analysis of online anomaly detectors

A Ntroumpogiannis, M Giannoulis, N Myrtakis… - The VLDB Journal, 2023 - Springer
Real-time detection of anomalies in streaming data is receiving increasing attention as it
allows us to raise alerts, predict faults, and detect intrusions or threats across industries. Yet …

Catboss: Cluster analysis of trajectories based on segment splitting

J Damjanovic, JM Murphy, YS Lin - Journal of Chemical …, 2021 - ACS Publications
Molecular dynamics (MD) simulations are an exceedingly and increasingly potent tool for
molecular behavior prediction and analysis. However, the enormous wealth of data …

[HTML][HTML] A component-based multi-layer parallel network for airplane detection in SAR imagery

C He, M Tu, D Xiong, F Tu, M Liao - Remote Sensing, 2018 - mdpi.com
In this paper, a component-based multi-layer parallel network is proposed for airplane
detection in Synthetic Aperture Radar (SAR) imagery. In response to the problems called …

[HTML][HTML] Multimodal representative answer extraction in community question answering

M Li, Y Ma, Y Li, Y Bai - Journal of King Saud University-Computer and …, 2023 - Elsevier
To solve the information overload problem of multimodal answers in community question
answering (CQA), this paper proposes a multimodal representative answer extraction …

Luminescent lanthanide metallogel as a sensor array to efficiently discriminate various saccharides

B Zhang, J Ma, K Ou, X Cong, H Zou, Y Liao… - Journal of Molecular …, 2023 - Elsevier
Abstract By loading 3-nitrophenylboronic acid (3-NPBA) which can react with saccharide,
the fluorescence lanthanide metallogel can emit fluorescence signals at 398, 490 and 546 …