IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 8, Number 3, June 2024

1) Advancements in Deep Learning for B-Mode Ultrasound Segmentation: A Comprehensive Review

Author(s): Mohammed Yusuf Ansari, Iffa Afsa Changaai Mangalote, Pramod Kumar Meher, Omar Aboumarzouk, Abdulla Al-Ansari, Osama Halabi, Sarada Prasad Dakua

Pages: 2126 - 2149

2) Machine Unlearning: Solutions and Challenges

Author(s): Jie Xu, Zihan Wu, Cong Wang, Xiaohua Jia

Pages: 2150 - 2168

3) MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training

Author(s): Zishan Xu, Xiaofeng Zhang, Wei Chen, Jueting Liu, Tingting Xu, Zehua Wang

Pages: 2169 - 2181

4) Autopilot Controller of Fixed-Wing Planes Based on Curriculum Reinforcement Learning Scheduled by Adaptive Learning Curve

Author(s): Lun Li, Xuebo Zhang, Chenxu Qian, Runhua Wang, Minghui Zhao

Pages: 2182 - 2196

5) Selective Transfer Based Evolutionary Multitasking Optimization for Change Detection

Author(s): Hao Li, Tianshi Luo, Liwen Liu, Maoguo Gong, Wenyuan Qiao, Fei Xie, A. K. Qin

Pages: 2197 - 2212

6) Reinforcement Learning With Adaptive Policy Gradient Transfer Across Heterogeneous Problems

Author(s): Gengzhi Zhang, Liang Feng, Yu Wang, Min Li, Hong Xie, Kay Chen Tan

Pages: 2213 - 2227

7) Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model

Author(s): Cheng Tang, Junkai Ji, Yuki Todo, Atsushi Shimada, Weiping Ding, Akimasa Hirata

Pages: 2228 - 2239

8) Mutual Retinex: Combining Transformer and CNN for Image Enhancement

Author(s): Kui Jiang, Qiong Wang, Zhaoyi An, Zheng Wang, Cong Zhang, Chia-Wen Lin

Pages: 2240 - 2252

9) Hybrid Blended Deep Learning Approach for Milk Quality Analysis

Author(s): Rahul Umesh Mhapsekar, Norah O'Shea, Steven Davy, Lizy Abraham

Pages: 2253 - 2268

10) Genetic Programming for Feature Selection Based on Feature Removal Impact in High-Dimensional Symbolic Regression

Author(s): Baligh Al-Helali, Qi Chen, Bing Xue, Mengjie Zhang

Pages: 2269 - 2282

11) Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification

Author(s): Mizi Han, Yanpeng Qu, Neil MacParthaláin, Changjing Shang, Zihan Yao, Qiang Shen

Pages: 2283 - 2296

12) Low-Contrast Medical Image Segmentation via Transformer and Boundary Perception

Author(s): Yinglin Zhang, Ruiling Xi, Wei Wang, Heng Li, Lingxi Hu, Huiyan Lin, Dave Towey, Ruibin Bai, Huazhu Fu, Risa Higashita, Jiang Liu

Pages: 2297 - 2309

13) Reinforcement Learning and Transformer for Fast Magnetic Resonance Imaging Scan

Author(s): Yiming Liu, Yanwei Pang, Ruiqi Jin, Yonghong Hou, Xuelong Li

Pages: 2310 - 2323

14) STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search

Author(s): Zicheng Cai, Lei Chen, Tongtao Ling, Hai-Lin Liu

Pages: 2324 - 2335

15) Fast Video-Based Point Cloud Compression Based on Early Termination and Transformer Model

Author(s): Yihan Wang, Yongfang Wang, Tengyao Cui, Zhijun Fang

Pages: 2336 - 2348

16) Second-Order Structure Optimization of Fully Complex-Valued Neural Networks

Author(s): Zhidong Wang, He Huang

Pages: 2349 - 2363

17) Joint Spectrum and Power Allocation in Wireless Network: A Two-Stage Multi-Agent Reinforcement Learning Method

Author(s): Pengcheng Dai, He Wang, Huazhou Hou, Xusheng Qian, Wenwu Yu

Pages: 2364 - 2374

18) RSTNet: Recurrent Spatial-Temporal Networks for Estimating Depth and Ego-Motion

Author(s): Tuo Feng, Dongbing Gu

Pages: 2375 - 2385

19) A Generalized Nesterov's Accelerated Gradient-Incorporated Non-Negative Latent-Factorization-of-Tensors Model for Efficient Representation to Dynamic QoS Data

Author(s): Minzhi Chen, Renfang Wang, Yan Qiao, Xin Luo

Pages: 2386 - 2400

20) VTST: Efficient Visual Tracking With a Stereoscopic Transformer

Author(s): Fengwei Gu, Jun Lu, Chengtao Cai, Qidan Zhu, Zhaojie Ju

Pages: 2401 - 2416

21) An Emerging Incremental Fuzzy Concept-Cognitive Learning Model Based on Granular Computing and Conceptual Knowledge Clustering

Author(s): Xiaoyuan Deng, Jinhai Li, Yuhua Qian, Junmin Liu

Pages: 2417 - 2432

22) Evolutionary Biparty Multiobjective UAV Path Planning: Problems and Empirical Comparisons

Author(s): Kesheng Chen, Wenjian Luo, Xin Lin, Zhen Song, Yatong Chang

Pages: 2433 - 2445

23) Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion

Author(s): Guanchao Qiao, Ning Ning, Yue Zuo, Pujun Zhou, Mingliang Sun, Shaogang Hu, Qi Yu, Yang Liu

Pages: 2446 - 2456

24) Enhanced Self-Attention Mechanism for Long and Short Term Sequential Recommendation Models

Author(s): Xiaoyao Zheng, Xingwang Li, Zhenghua Chen, Liping Sun, Qingying Yu, Liangmin Guo, Yonglong Luo

Pages: 2457 - 2466

25) YOLO-SM: A Lightweight Single-Class Multi-Deformation Object Detection Network

Author(s): Xuebin Yue, Lin Meng

Pages: 2467 - 2480

26) Enhanced Adjacency-Constrained Hierarchical Clustering Using Fine-Grained Pseudo Labels

Author(s): Jie Yang, Chin-Teng Lin

Pages: 2481 - 2492

27) Dynamic Population Structures-Based Differential Evolution Algorithm

Author(s): Jiaru Yang, Kaiyu Wang, Yirui Wang, Jiahai Wang, Zhenyu Lei, Shangce Gao

Pages: 2493 - 2505

28) Target-Embedding Autoencoder With Knowledge Distillation for Multi-Label Classification

Author(s): Ying Ma, Xiaoyan Zou, Qizheng Pan, Ming Yan, Guoqi Li

Pages: 2506 - 2517

29) Exploiting Type I Adversarial Examples to Hide Data Information: A New Privacy-Preserving Approach

Author(s): Song Gao, Xiaoxuan Wang, Bingbing Song, Renyang Liu, Shaowen Yao, Wei Zhou, Shui Yu

Pages: 2518 - 2528

30) Unsupervised Feature Selection via Collaborative Embedding Learning

Author(s): Junyu Li, Fei Qi, Xin Sun, Bin Zhang, Xiangmin Xu, Hongmin Cai

Pages: 2529 - 2540

31) A Novel Random Forest Variant Based on Intervention Correlation Ratio

Author(s): Tao Zhang, Tao Li, Zaifa Xue, Xin Lu, Le Gao

Pages: 2541 - 2553

32) Multitasking Feedback Optimization Algorithm Based on an Evolutionary State Estimator

Author(s): Xiaolong Wu, Wei Wang, Hongyan Yang, Honggui Han, Junfei Qiao

Pages: 2554 - 2569

33) Discovering Interpretable Latent Space Directions for 3D-Aware Image Generation

Author(s): Zhiyuan Yang, Qingfu Zhang

Pages: 2570 - 2580

34) Attribute-Based Injection Transformer for Personalized Sentiment Analysis

Author(s): You Zhang, Jin Wang, Liang-Chih Yu, Dan Xu, Xuejie Zhang

Pages: 2581 - 2591

35) Diversity-Induced Bipartite Graph Fusion for Multiview Graph Clustering

Author(s): Weiqing Yan, Xinying Zhao, Guanghui Yue, Jinlai Ren, Jindong Xu, Zhaowei Liu, Chang Tang

Pages: 2592 - 2601

36) GAA: Ghost Adversarial Attack for Object Tracking

Author(s): Mingyang Lei, Hong Song, Jingfan Fan, Deqiang Xiao, Danni Ai, Ying Gu, Jian Yang

Pages: 2602 - 2612

37) A Global Self-Attention Memristive Neural Network for Image Restoration

Author(s): Wenhao Zhang, He Xiao, Dirui Xie, Yue Zhou, Shukai Duan, Xiaofang Hu

Pages: 2613 - 2624

38) Path Planning for Unmanned Aerial Vehicle via Off-Policy Reinforcement Learning With Enhanced Exploration

Author(s): Zhengjun Wang, Weifeng Gao, Genghui Li, Zhenkun Wang, Maoguo Gong

Pages: 2625 - 2639

39) Improving Topic Tracing with a Textual Reader for Conversational Knowledge Based Question Answering

Author(s): Zhipeng Liu, Jing He, Tao Gong, Heng Weng, Fu Lee Wang, Hai Liu, Tianyong Hao

Pages: 2640 - 2653