会议介绍
IEEE WCCI (IEEE World Congress on Computational Intelligence) 是世界上最大的计算智能技术盛会,汇集了 IEEE 计算智能协会 (CIS) 的三大旗舰会议:国际神经网络联合会议 (IJCNN)、IEEE 国际模糊系统会议 (FUZZ-IEEE) 和 IEEE 演化计算大会 (IEEE CEC)。CORE2021排名为B,CCF分类为C(只有IJCNN上榜)。
IEEE CEC2024共提交full paper665篇,录用350篇,录取率约为53%,比去年57%下降4%。历年录取率如下:
IEEE CEC2024包括最佳论文奖和最佳学生论文奖。此外,IJCNN2024的最佳论文也与演化计算有关。以下给出最佳论文。
CEC最佳论文奖
题目:Designing Helper Objectives in Multi-objectivization
作者:Scoichiro Tanaka, Arnaud Liefooghe, Keiki Takadama, Hiroyuki Sato
CEC最佳学生论文奖
题目:MOEA/D-CMA Made Better with (1+1)-DMA-ES
作者:Chengyu Lu, Yilu Liu, Qingfu Zhang
IJCNN最佳论文奖
冠军
题目:Balancing Performance, Efficiency and Robustness in Open-World Machine Learning via Evolutionary Multi-Objective Model Compression
作者:Javier Del Ser, Aitor Martinez-Seras, Miren Nekane Bilabao, Jesus L Lobo, Ibai Lana, Francisco Herrera
亚军
题目:A wearable Eye-Tracking Approach for Early Autism Detection with Machine Learning: Unravelling Challenges and Opportunities
作者:Javier Lopez-Martinez, Purificacion Checa, Jose Manuel Soto-Hidalgo, Isaac Triguero, Alberto Fernandez
题目:HARTO: Human Activity Recognition Through Optical Flow Architecture
作者:Luis-Jesus Marhuenda, Francisco Gomez-Donoso, Miguel Cazorla
IJCNN最佳学生论文奖
冠军
题目:Enhancing Few-Shot Classification Through Token Selection for Balanced Learning
作者:Wangding Zeng, Peiwen Sun, Honggang Zhang
亚军
题目:Multilingual Emotion Recognition: Discovering the Variations of Lexical Semantics Between Languages
作者:Xulang Zhang, Rui Mao, Erik Cambria
题目:PMSQA: Pre-Training Based Multi-Scxale Non-Intrusive Speech Quality Assessment
作者:Yi Jiang, Sixing Liu, Shaohan Liu, Qun Yang
题目:Domain Adaptation as Auxiliary Task for Sim-To-Real Transfer in Vision-Based Neuro-Robotic Control
作者:Connor Gade, Jan-Gerrit, Habekost, Stefan Wermter
题目:Dual Center Based Intuitionistic Fuzzy Plane Based Classifiers
作者:Anuradha Kumari, M. Tanveer
FUZZ-IEEE最佳论文奖
题目:A maximin Approach to Elicit Godel Integral in an XAU Context
作者:Agnes Rico, Marie-Jeanne Lesot, Christophe Marsala
FUZZ-IEEE最佳学生论文奖
题目:Fuzzifying Chaos in Dynamical Systems
作者:Ricardo A Rios, Tatiane Nogueira Rios, Marcis V Ferreira