Results 1 to 10 of about 2,817,119 (330)

Using deep learning algorithms for texture segmentation of ultra-high resolution satellite images [PDF]

E3S Web of Conferences, 2021
This paper presents the results of textural segmentation of satellite images with spatial resolution
Rusin Dmitry, Alehina Anna, Safonova Anastasia, Dmitriev Egor   +3 more
doaj   +1 more source

Deep attentive video summarization with distribution consistency learning [PDF]

, 2021
This article studies supervised video summarization by formulating it into a sequence-to-sequence learning framework, in which the input and output are sequences of original video frames and their predicted importance scores, respectively.
Han, Jungong, Ji, Zhong, Li, Xi, Pang, Yanwei, Zhao, Yuxiao   +4 more
core   +1 more source

ParaMed: a parallel corpus for English–Chinese translation in the biomedical domain

BMC Medical Informatics and Decision Making, 2021
Background Biomedical language translation requires multi-lingual fluency as well as relevant domain knowledge. Such requirements make it challenging to train qualified translators and costly to generate high-quality translations.
Boxiang Liu, Liang Huang
doaj   +1 more source

Unsupervised Anomaly Detection Using Style Distillation

IEEE Access, 2020
Autoencoders (AEs) have been widely used for unsupervised anomaly detection. They learn from normal samples such that they produce high reconstruction errors for anomalous samples.
Hwehee Chung, Jongho Park, Jongsoo Keum, Hongdo Ki, Seokho Kang   +4 more
doaj   +1 more source

Multiagent Reinforcement Learning for Strategic Decision Making and Control in Robotic Soccer Through Self-Play

IEEE Access, 2022
Reinforcement Learning (RL) has shown promising performance in environments for both robotic control and strategic decision making. However, they are usually treated as separate problems with different objectives.
Bruno Brandao, Telma Woerle De Lima, Anderson Soares, Luckeciano Melo, Marcos R. O. A. Maximo   +4 more
doaj   +1 more source

Effective prediction finite element model of pull-out capacity for cast-in-place anchor in high strain rate effects

Scientific Reports, 2023
Cast-in-place anchors are being increasingly used in many applications including building construction, bridge, and power plants. The anchorage to concrete systems are subjected to tensile, shear and combined loads from a variety of loading circumstances
Quoc To Bao, Kihak Lee, Hyoseo An, Do Hyung Lee, Jiuk Shin   +4 more
doaj   +1 more source

An Improved Blind Kriging Surrogate Model for Design Optimization Problems

Mathematics, 2022
Surrogate modeling techniques are widely employed in solving constrained expensive black-box optimization problems. Therein, Kriging is among the most popular surrogates in which the trend function is considered as a constant mean.
Hau T. Mai, Jaewook Lee, Joowon Kang, H. Nguyen-Xuan, Jaehong Lee   +4 more
doaj   +1 more source

Predicting positron emission tomography brain amyloid positivity using interpretable machine learning models with wearable sensor data and lifestyle factors

Alzheimer’s Research & Therapy, 2023
Background Developing a screening method for identifying individuals at higher risk of elevated brain amyloid burden is important to reduce costs and burden to patients in clinical trials on Alzheimer’s disease or the clinical setting.
Noriyuki Kimura, Tomoki Aota, Yasuhiro Aso, Kenichi Yabuuchi, Kotaro Sasaki, Teruaki Masuda, Atsuko Eguchi, Yoshitaka Maeda, Ken Aoshima, Etsuro Matsubara   +9 more
doaj   +1 more source

Unconstrained neighbor selection for minimum reconstruction error-based K-NN classifiers

Complex & Intelligent Systems, 2023
It is essential to define more convincing and applicable classifiers for small datasets. In this paper, a minimum reconstruction error-based K-nearest neighbors (K-NN) classifier is proposed. We propose a new neighbor selection method.
Rassoul Hajizadeh
doaj   +1 more source

Discovery of E2730, a novel selective uncompetitive GAT1 inhibitor, as a candidate for anti‐seizure medication

Epilepsia Open, 2023
Objective As of 2022, 36 anti‐seizure medications (ASMs) have been licensed for the treatment of epilepsy, however, adverse effects (AEs) are commonly reported.
Kazuyuki Fukushima, Hiroyuki Higashiyama, Yuji Kazuta, Keisuke Hashimoto, Naoto Watanabe, Yoshiaki Furuya, Yoshimasa Ito, Ting Wu, Takashi Kosasa, Delia M. Talos, Yeri Song, Nicholas S. Roberts, Frances E. Jensen, Takahisa Hanada, Katsutoshi Ido   +14 more
doaj   +1 more source