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IEEE Computational Intelligence Magazine, Volume 21
Volume 21, Number 1, February 2026
- Leandro Lei Minku

, Handing Wang
:
Conference Calendar [Conference Calendar]. 3- - Min Jiang

:
Computational Intelligence, Beyond Scale [Editor's Remarks]. 2-3 - Luis Magdalena

:
With a Little Help From My Friends [President's Message]. 4-5 - Mengjie Zhang

:
2026 IEEE CIS Awards [Society Briefs]. 6-9 - Leandro Lei Minku

:
Acknowledging Volunteers Associated With 2025 IEEE CIS Conference Management [Society Briefs]. 10 - Hechen Wang

:
Sustaining the AI Revolution With Analog Compute-in-Memory [Industrial and Governmental Activities]. 11-12 - Yongduan Song

, Dongrui Wu
, Carlos A. Coello Coello
, Georgios N. Yannakakis
, Huajin Tang
, Yiu-Ming Cheung
, Jun Wang
:
CIS Publication Spotlight [Publication Spotlight]. 13-15 - Jian Cheng Wong

, Abhishek Gupta
, Chin Chun Ooi
, Pao-Hsiung Chiu
, Jiao Liu
, Yew-Soon Ong
:
Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities. 16-36 - Lorenzo Epifani

, Alessandro Falcetta
, Manuel Roveri
:
Long-Term Time Series Forecasting: The Good, the Bad, and the Ugly. 37-56 - Siyang Li

, Ziwei Wang
, Chenhao Liu
, Dongrui Wu
:
Black-Box Test-Time Ensemble. 57-68 - Limiao Zhang

, Jiacheng Liu
, Ran Wang
, Ye Tian
, Yaochu Jin
, Xingyi Zhang
:
Adversarial Attacks on Evolutionary Algorithms Solving Data-Driven Optimization Problems [Research Frontier]. 69-86 - Rui Yu

, Bin Xin
, Weijie Ma
, Qing Wang
, Jia Zhang
:
Hyper-Construction: Evolving Evaluation Networks to Regulate Constructive Heuristics for 0-1 Knapsack Problem [Research Frontier]. 87-104
Volume 21, Number 2, May 2026
- Leandro Lei Minku

, Handing Wang
:
2026 IEEE World Congress on Computational Intelligence. 3- - Min Jiang

:
From Algorithm-Centric to Reliability-Centric Intelligence [Editor's Remarks]. 2-3 - Luis Magdalena

:
The Bipolar Disorder of Artificial Intelligence Community [President's Message]. 4-5 - Luis Magdalena

:
Newly Elected CIS Administrative Committee Members (2026-2028) [Society Briefs]. 6-7 - Yew-Soon Ong

:
IEEE Fellows - Class of 2026 [Society Briefs]. 8-12 - Yongduan Song

, Dongrui Wu, Carlos A. Coello Coello, Magy Seif El-Nasr, Huajin Tang, Yiu-ming Cheung, Jun Wang:
CIS Publication Spotlight [Publication Spotlight]. 13-15 - Imen Trabelsi

, Samuel Diop
, François Jouen
, Jean Bergounioux
:
A Decade of Progress in Video-Based Infant Movement Assessment: A Comprehensive Survey of Methods, Applications, and Datasets. 16-37 - Ammarah Hashmi

, Sahibzada Adil Shahzad
, Chia-Wen Lin
, Yu Tsao
, Hsin-Min Wang
:
Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors, and Perceptual Insights. 38-54 - Wenbin Pei

, Ruohao Dai
, Bing Xue
, Mengjie Zhang
, Qiang Zhang
, Yiu-Ming Cheung
, Shuyin Xia
:
EvoSampling: A Granular Ball-Based Evolutionary Hybrid Sampling With Knowledge Transfer for Imbalanced Learning [Research Frontier]. 55-67 - Hao Li

, Jingying Li
, Maoguo Gong
, A. K. Qin
, Yue Wu
, Lining Xing
:
Privacy-Preserving Evolutionary Multitasking Optimization: Models and Attacks [Research Frontier]. 68-83 - Qinwei Fan

, Qianru Huang
, Jacek M. Zurada
, Jigen Peng
, Haiyang Li
:
Graph Regularization for High Order Neural Networks: Boundedness, Convergence, and Enhanced Performance With Entropy Error Function [Research Frontier]. 84-98 - Leandro Lei Minku

, Handing Wang
:
Conference Calendar [Conference Calendar]. 100

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