no code implementations • Article 2023 • Eleni Vlachou, Aristeidis Karras 1, Christos Karras 1, *, Leonidas Theodorakopoulos 2, Constantinos Halkiopoulos and Spyros Sioutas
Notably, throughout the experiments, there is an observed increase in memory usage with growing test set sizes, this increment is sublinear, demonstrating the proficiency of the classifier in memory resource management.
no code implementations • Journal of Hydrology 627 (2023) 130359 2023 • Daniele Secci, *, Maria Giovanna Tanda a, Marco D’Oria, Valeria Todaro
Considering an aquifer located in northern Italy as a case study, the neural networks were trained to replicate observed groundwater levels by taking as input precipitation and temperature records, and in the case of the NARX also antecedent groundwater levels, on a monthly scale.
no code implementations • journal 2023 • Rehan Raza a, B, Fatima Zulfiqar c, D, Muhammad Owais Khan b, C, Muhammad Arif e, Atif Alvi b, Muhammad Aksam Iftikhar c, Tanvir Alam e, *
Lung-EffNet is built based on the architecture of EfficientNet and further modified by adding top layers in the classification head of the model.
1 code implementation • Mathematics 2022 • Xiaobao Yang 1, 2, *, Wentao Wang 3, Junsheng Wu 4, Chen Ding 3, Sugang Ma 3 and Zhiqiang Hou 3
Abstract: Feature pyramid networks and attention mechanisms are the mainstream methods to improve the detection performance of many current models.
no code implementations • Sustainability 2022 2022 • Adnan Khattak 1, Rasool Bukhsh 2, Sheraz Aslam 3, *, Ayman Yafoz 4, Omar Alghushairy 5 and Raed Alsini
In this paper, we propose a hybrid DL model for detecting theft activity in EC data.
no code implementations • XXIV ISPRS Congress 2022 • Mohamed Karim Keraani 1, Khalil Mansour 1, Bilel Khlaifia 2, Nesrine Chehata 3, *
In this paper, we present an approach to land cover mapping from Sentinel-2 (S-2) satellite image time series using deep learning methods in the context of few shots in agricultural areas which aims to learn a classifier to recognize unseen classes during training with limited labelled examples.
no code implementations • Front Immunol. 2021 • Chenjie Qiu, 1, † Wenxiang Shi, 2, † Huili Wu, 3, † Shenshan Zou, 1 Jianchao Li, 1 Dong Wang, 1 Guangli Liu, 1 Zhenbiao Song, 1 Xintao Xu, 1 Jiandong Hu, corresponding author 1, * and Hui Gengcorresponding author 1, *
We finally used qRT–PCR to detect the expression levels of four genes in colon cancer cell lines and obtained results consistent with the prediction.
no code implementations • Computers & Industrial Engineering 2021 • Seyed Sina Mohri a, *, Mahdi Nasrollahi b, Amir Pirayesh c, Mehrdad Mohammadi
Despite designing a hub network for regional flights, designing a hub network for international flights is considerably different because of the high frequency of medium-, or long-haul flights.
no code implementations • journal 2021 • Kaihong Huang 1, Chunshu Li 2, Jiaqi Zhang 3 and Beilun Wang 2, *
The demand for the sensor-based detection of camouflage objects widely exists in biological research, remote sensing, and military applications.
no code implementations • Information Theory in Signal Processing and Image Processing 2021 • Yong-Woon Kim 1, *, Yung-Cheol Byun 2, * and Addapalli V. N. Krishna 3
In this paper, we propose a novel approach using an ensemble method by combining multiple heterogeneous deep-learning based portrait segmentation models to improve the segmentation performance.
no code implementations • International Journal of Pressure Vessels and Piping 2021 • Cong Li a, Hui-Qing Lan a, *, Ya-Nan Sun a, Jun-Qiang Wang b, **
Aiming at the defects in the polyethylene (PE) gas pipeline, a defect detection algorithm based on image recognition is proposed.
no code implementations • Journal of Cleaner Production 2020 • Lin Li a, Xiaoqiang Zhang a, B, C, *
To reduce carbon emissions from inland freight, one way is to encourage rail transportation instead of truck transportation.
no code implementations • https://www.mdpi.com/journal/sensors 2020 • Xiaowei Lu1, 2, Yunfeng Ai1and Bin Tian3, *
Abstract: Road boundary detection is an important part of the perception of autonomous driving.
no code implementations • Energy Storage Materials 2019 • Zhao Dinga, B, Zhiqian Chenc, *, Tianyi Mad, Chang-Tien Luc, Wenhui Maa, Leon Shawb
The prediction of hydrogen release ability is indispensable to evaluating hydrogen storage performance of LiBH4-based mixtures before experimentation.
no code implementations • https://xueshu.baidu.com/usercenter/paper/show?paperid=1t110tb0bg620c70t36u00d0hc679631&site=xueshu_se 2018 • Cunsong Wang 1, Ningyun Lu 1, *, Senlin Wang 2, Yuehua Cheng 3 and Bin Jiang 1
On-line remaining-useful-life (RUL) prognosis is still a problem for satellite Lithium-ion (Li-ion) batteries.
no code implementations • Electrochimica Acta 2018 • Bei Ao a, Yanan Wei a, Min Wang a, Yixiao Cai a, D, *, Keryn Lian c, Jinli Qiao a, B, **
The aim of the present work is to demonstrate a novel alkaline anion-exchange membrane composed of chitosan (CS) and poly (acrylamid-co-diallyldimethylammonium chloride) (PAADDA) for electrical double layer capacitors (EDLCs).
no code implementations • Computer Methods and Programs in Biomedicine 2018 • U Rajendra Acharyaa, B, C, *, Shu Lih Oha, Yuki Hagiwaraa, Jen Hong Tana, Hojjat Adelid, D P Subhae
It was discovered in this research that the EEG signals from the right hemisphere are more distinctive in depression than those from the left hemisphere.