Results 81 to 90 of about 843 (158)

A hybrid cellular automaton model integrated with 3DCNN and LSTM for simulating land use/cover change

International Journal of Digital Earth
Accurate simulation of land use/cover change (LUCC) is crucial for societal development. LUCC is a nonlinear spatiotemporal process with complicated relationships and latent dependencies on spatial and temporal neighborhoods.
Wei Yang, Yu Zhang, Kun Hou, Xuejing Wang   +3 more
doaj   +1 more source

Learning Multiband-Temporal-Spatial EEG Representations of Emotions Using Lightweight Temporal Convolution and 3D Convolutional Neural Network

IEEE Access
Emotion recognition based on electroencephalography (EEG) has become an important topic in affective computing. However, current research does not utilize the relationship between channel frequency bands, and the trainable parameters and FLOPs of the ...
Fengjie Wu, Jiarui Liu, Jisen Yang, Lihan Zhang, Yan He, Zhaolong Lin   +5 more
doaj   +1 more source

A Multiphase CT-Based Integrated Deep Learning Framework for Rectal Cancer Detection, Segmentation, and Staging: Performance Comparison with Radiologist Assessment. [PDF]

J Imaging
Tsai TH, Lin JH, Liu YT, Wang JF, Lee CH, Chen CY.   +5 more
europepmc   +1 more source

Superpixel-based graph convolutional neural network for polarimetric synthetic aperture radar image classification. [PDF]

Sci Rep
Imani M.
europepmc   +1 more source

3D long time spatiotemporal convolution for complex transfer sequence prediction. [PDF]

Sci Rep
Yunan Q, Yingjie C, Haibo T, Zhongfeng C, Zhenyu L, Feng X.   +5 more
europepmc   +1 more source

A dual-channel hyperspectral classification method based on NAS and transformer. [PDF]

Sci Rep
Liu W, Li J, Zeng Y, Meng N, Zhao J.
europepmc   +1 more source

Geometry-aware lightweight convolutional network for efficient molecular property prediction. [PDF]

Sci Rep
Zhang H, Zhou G, Tang M, Li J, Zhu H, Li C.   +5 more
europepmc   +1 more source

Lightweight 3D CNN for MRI Analysis in Alzheimer's Disease: Balancing Accuracy and Efficiency. [PDF]

J Imaging
Cao K, Lu Z, Zhao C, Du J, Li L, Jung H, Geng M.   +6 more
europepmc   +1 more source

CViT Weakly Supervised Network Fusing Dual-Branch Local-Global Features for Hyperspectral Image Classification. [PDF]

Entropy (Basel)
Fu W, Sun X, Zhang X, Ji Y, Zhang J.
europepmc   +1 more source

Tri branch attention enhanced 3DUNet for remote sensing based hyperspectral image classification. [PDF]

Sci Rep
Ashraf M, Abbas T, Iqbal S, Sayyed A, Asghar MN, Alaulamie A.   +5 more
europepmc   +1 more source