Using the Choquet Integral in the Pooling Layer in Deep Learning Networks

no code implementations • elsvier 2022 • Camila Alves Dias1(&), Jéssica C. S. Bueno2, Eduardo N. Borges1, Silvia S. C. Botelho1, Graçaliz Pereira Dimuro1, 2, Giancarlo Lucca3, Javier Fernandéz3, Humberto Bustince3, 4, and Paulo Lilles Jorge Drews Junior1

The Choquet integral is an aggregation function studied and applied in several areas, as, e. g., in classification problems.

Spatiotemporal Multi-Graph Convolution Networkfor Ride-hailing Demand Forecasting

3 code implementations • Conference 2019 • Xu Geng, ∗1 Yaguang Li, ∗2 Leye Wang, 1, 3 Lingyu Zhang, 4 Qiang Yang, 1 Jieping Ye, 4 Yan Liu 2, 4

This task is challenging due to the complicated spatiotemporal dependencies among regions.

Spatio-Temporal Forecasting Time Series Analysis

Stance leg and surface stability modulate cortical activity during human single leg stance

no code implementations • 13 Jul 2017 • Daniel Büchel1 · Tim Lehmann1 · Sarah Ullrich2 · John Cockcroft3 · Quinette Louw4 · Jochen Baumeister1, 4

Although changes in theta (4–8 Hz) and alpha frequency power (8–12 Hz) were shown to reflect attentional and sensorimotor processing during balance tasks, information about the effect of stance leg on cortical processing related to postural control is lacking.

EEG

Kaleido: You Can Watch It But Cannot Record It

no code implementations • ACM 2015 • Lan Zhang1, Cheng Bo2, Jiahui Hou3, 4, Xiang-Yang Li1, 3 Yu Wang2, Kebin Liu1, Yunhao Liu1 1School of Software and TNLIST, Tsinghua University, China 2Department of Computer Science, University of North Carolina at Charlotte, USA 3Department of Computer Science, Illinois Institute of Technology, USA 4Department of Computer Science, University of Science and Technology of China, China {lan, yunhao}@greenorbs.com, {cbo1, yu.wang}@uncc.edu, {jhou11, xli}@cs.iit.edu

Recently a number of systems have been developed to implement and improve the visual communication over screen-camera links.