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IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 7
Volume 7, Number 1, February 2023
- Yu-Dong Zhang
, Juan Manuel Górriz, Yi Pan
Guest Editorial Special Issue on Explainable Deep Learning for Medical Image Processing and Analysis. 2-4 - Xujing Yao
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis. 5-14 - Hengxin Li
FSNet: Dual Interpretable Graph Convolutional Network for Alzheimer's Disease Analysis. 15-25 - Ming Li
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels. 26-35 - Honghao Gao
Guest Editorial Special Issue on Computational Intelligence to Edge AI for Ubiquitous IoT Systems. 36-38 - Meng Yi, Peng Yang
A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems. 39-54 - Tingting Wang
Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game. 55-64 - Saber Abrazeh, Saeid-Reza Mohseni, Meisam Jahanshahi Zeitouni, Ahmad Parvaresh, Arman Fathollahi
Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems. 65-75 - Weihua Xu
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution. 76-88 - Dylan G. Peterson
Modulating STDP With Back-Propagated Error Signals to Train SNNs for Audio Classification. 89-101 - Meysam Gheisarnejad
Adaptive Speed Control of Electric Vehicles Based on Multi-Agent Fuzzy Q-Learning. 102-110 - Zhongshi Shao
LS-HH: A Learning-Based Selection Hyper-Heuristic for Distributed Heterogeneous Hybrid Blocking Flow-Shop Scheduling. 111-127 - N. Sravya, Priyanka, Shyam Lal
DPPNet: An Efficient and Robust Deep Learning Network for Land Cover Segmentation From High-Resolution Satellite Images. 128-139 - Manos Kirtas
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models. 140-149 - Adarsh Prasad Behera
Curvature Regularized Similarity Based Ricci Flow Embedding. 150-163 - Sumit Diware
Accurate and Energy-Efficient Bit-Slicing for RRAM-Based Neural Networks. 164-177 - Ziqiang Li
A New Perspective on Stabilizing GANs Training: Direct Adversarial Training. 178-189 - Amit Kumar
Generative Adversarial Neural Machine Translation for Phonetic Languages via Reinforcement Learning. 190-199 - Sun Zhang
Multimodal Sentiment Recognition With Multi-Task Learning. 200-209 - Emadeldeen Eldele
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training. 210-221 - Guanghui Li
ShVEEGc: EEG Clustering With Improved Cosine Similarity-Transformed Shapley Value. 222-236 - Hsun-Ping Hsieh
Multi-Performance Estimation for Deploying Bank Branches Based on a Multi-Task Attentive Tree-Enhanced Model. 237-249 - Zichi Wang
Exploring Abnormal Behavior in Swarm: Identify User Using Adversarial Examples. 250-260 - Fengping An
Pedestrian Re-Identification Algorithm Based on Multivariate Manifold Metric-Anti-Noise Manifold Space Learning. 261-270 - Huilin Zhang
Brain-Inspired Spiking Neural Network Using Superconducting Devices. 271-277 - Huaqing Li
A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization. 278-284 - Xun Shen
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems. 285-290
Volume 7, Number 2, April 2023
- Mohammad Tanveer
Guest Editorial: Special Issue on Emerging Computational Intelligence Techniques to Address Challenges in Biomedical Data and Imaging. 292-294 - Jing He
Finger Vein Image Deblurring Using Neighbors-Based Binary-GAN (NB-GAN). 295-307 - Hangfan Liu
ADCoC: Adaptive Distribution Modeling Based Collaborative Clustering for Disentangling Disease Heterogeneity from Neuroimaging Data. 308-318 - Sang-gil Lee
Robust End-to-End Focal Liver Lesion Detection Using Unregistered Multiphase Computed Tomography Images. 319-329 - Zhe Li
A Novel Deep Learning Framework Based Mask-Guided Attention Mechanism for Distant Metastasis Prediction of Lung Cancer. 330-341 - Yiming Tang
Viewpoint-Based Kernel Fuzzy Clustering With Weight Information Granules. 342-356 - Yue Wu
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism. 357-374 - Ashik Mostafa Alvi
A Long Short-Term Memory Based Framework for Early Detection of Mild Cognitive Impairment From EEG Signals. 375-388 - Jia Chen, Renfang Wang
A Differential Evolution-Enhanced Position-Transitional Approach to Latent Factor Analysis. 389-401 - Runmin Cong
PSNet: Parallel Symmetric Network for Video Salient Object Detection. 402-414 - Bo Lyu
Efficient Spectral Graph Convolutional Network Deployment on Memristive Crossbars. 415-425 - Yutaro Iwamoto
Unsupervised MRI Super Resolution Using Deep External Learning and Guided Residual Dense Network With Multimodal Image Priors. 426-435 - Qi Zhu
Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder. 436-446 - Chenyang Bu
Cognitive Diagnostic Model Made More Practical by Genetic Algorithm. 447-461 - Renwei Tu
V-PCC Projection Based Blind Point Cloud Quality Assessment for Compression Distortion. 462-473 - Fei Ming
Balancing Convergence and Diversity in Objective and Decision Spaces for Multimodal Multi-Objective Optimization. 474-486 - Guanghui Yue
Adaptive Context Exploration Network for Polyp Segmentation in Colonoscopy Images. 487-499 - Hao Ying
Self-Learning Fuzzy Automaton With Input and Output Fuzzy Sets for System Modelling. 500-512 - Jinran Wu
Iterative Learning in Support Vector Regression With Heterogeneous Variances. 513-522 - Nancy Mehta
(MLE$^{2}$A$^{2}$U)-Net: Image Super-Resolution via Multi-Level Edge Embedding and Aggregated Attentive Upsampler Network. 523-536 - Deepanshi
RSCDNet: A Robust Deep Learning Architecture for Change Detection From Bi-Temporal High Resolution Remote Sensing Images. 537-551 - Jianrui Chen
A Game-Based Evolutionary Clustering With Historical Information Aggregation for Personal Recommendation. 552-564 - Yangfan Zhou
Towards Faster Training Algorithms Exploiting Bandit Sampling From Convex to Strongly Convex Conditions. 565-577 - Yu-Wei Wen
Recent Advances of Computational Intelligence Techniques for Composing Music. 578-597 - Wujie Zhou
RFNet: Reverse Fusion Network With Attention Mechanism for RGB-D Indoor Scene Understanding. 598-603 - Mengke Li
Identity-Preserved Complete Face Recovering Network for Partial Face Image. 604-609 - Haoyu Wang
Broad Graph Convolutional Neural Network and Its Application in Hyperspectral Image Classification. 610-616
Volume 7, Number 3, June 2023
- Abdulrahman Takiddin
Generalized Graph Neural Network-Based Detection of False Data Injection Attacks in Smart Grids. 618-630 - Qian Jiang
A Lightweight Multimode Medical Image Fusion Method Using Similarity Measure Between Intuitionistic Fuzzy Sets Joint Laplacian Pyramid. 631-647 - Shunxiang Yang
A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification. 648-660 - Reem E. Mohamed
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding. 661-683 - Zi-Jia Wang
Fitness and Distance Based Local Search With Adaptive Differential Evolution for Multimodal Optimization Problems. 684-699 - Zhigang Liu
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector. 700-714 - Yuanchao Liu
A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained Optimization. 715-730 - Manon Dampfhoffer
Are SNNs Really More Energy-Efficient Than ANNs? an In-Depth Hardware-Aware Study. 731-741 - Hai Wang
CenterNet-Auto: A Multi-object Visual Detection Algorithm for Autonomous Driving Scenes Based on Improved CenterNet. 742-752 - Yao Hu
Communication Efficient Federated Learning With Heterogeneous Structured Client Models. 753-767 - Yupeng Wu, Cheng Lian
An Aggregated Convolutional Transformer Based on Slices and Channels for Multivariate Time Series Classification. 768-779 - Zhenhua Li
SA-ES: Subspace Activation Evolution Strategy for Black-Box Adversarial Attacks. 780-790 - Rui He
Multi-Domain Active Learning: Literature Review and Comparative Study. 791-804 - Chenru Jiang
Towards Simple and Accurate Human Pose Estimation With Stair Network. 805-817 - Ahsan Adeel
Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets. 818-828 - Shangshang Yang
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm. 829-844 - Jie Du
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation. 845-857 - Junlan Dong, Jinghui Zhong
An Efficient Federated Genetic Programming Framework for Symbolic Regression. 858-871 - Haotian Zhang
Learning Adaptive Differential Evolution by Natural Evolution Strategies. 872-886 - Qi Zhu
Semi-Supervised Multi-View Fusion for Identifying CAP and COVID-19 With Unlabeled CT Images. 887-899 - Qian Wang
Event-Triggered Adaptive Fuzzy PI Control of Uncertain Fractional-Order Nonlinear Systems With Full-State Constraints. 900-911 - Tianle Zhang
Automatic Curriculum Learning for Large-Scale Cooperative Multiagent Systems. 912-930 - Gongqing Wu
Semantic Fusion Enhanced Event Detection via Multi-Graph Attention Network with Skip Connection. 931-941 - Kavum Muriyil Balachandran Shibu Kumar, Philip Samuel:
Centroid Based Celestial Clustering Algorithm: A Novel Unsupervised Learning Method for Haemogram Data Clustering. 942-956 - Mohammad Al-Quraan
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges. 957-979
Volume 7, Number 4, August 2023
- Rui Wang
Guest Editorial Special Issue on Deep Reinforcement Learning for Optimization: Methods and Application. 981-982 - Zi-Xiao Pan
Deep Reinforcement Learning Based Optimization Algorithm for Permutation Flow-Shop Scheduling. 983-994 - Lijia Ma
Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning. 995-1009 - Zhongju Yuan, Genghui Li
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning. 1010-1024 - Shaochen Wang
Structural Parameter Space Exploration for Reinforcement Learning via a Matrix Variate Distribution. 1025-1035 - Yu Du
Knowledge-Based Reinforcement Learning and Estimation of Distribution Algorithm for Flexible Job Shop Scheduling Problem. 1036-1050 - Ye Tian
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization. 1051-1064 - Mingshuo Nie
Reinforcement Learning on Graphs: A Survey. 1065-1082 - Ziyu Sheng
A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks. 1083-1097 - Kangjia Qiao
A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm. 1098-1112 - Guojin Zhong, Weiping Ding
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement. 1113-1125 - Jie Yang
Multi-View Adjacency-Constrained Hierarchical Clustering. 1126-1138 - Mohsen Saffari
Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification. 1139-1150 - Junchi Bin
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging. 1151-1162 - Mallika Dhingra
$L$-Fuzzy Multiset Recognizer: Determinization and Minimization. 1163-1176 - Jintao Huang
Online Label Distribution Learning Using Random Vector Functional-Link Network. 1177-1190 - Rimjhim
Tagging Multi-Label Categories to Points of Interest From Check-In Data. 1191-1204 - Sheng-An Huang
A Facile Approach To Represent Neural Network With Less Storage Space. 1205-1216 - Qing Ye
DLB: A Dynamic Load Balance Strategy for Distributed Training of Deep Neural Networks. 1217-1227 - Wei Zhou
Dynamic Multi-Objective Optimization Framework With Interactive Evolution for Sequential Recommendation. 1228-1241 - Chang Nie, Zhiyang Ju
3D Object Detection and Tracking Based on Lidar-Camera Fusion and IMM-UKF Algorithm Towards Highway Driving. 1242-1252 - Abhishek K. Umrawal
A Community-Aware Framework for Social Influence Maximization. 1253-1262 - Yong Peng
Two-Dimensional Embedded Fuzzy Data Clustering. 1263-1275 - Yinghui Pan, Biyang Ma
An Evolutionary Framework for Modelling Unknown Behaviours of Other Agents. 1276-1289 - Jiaxi Li
Physical Fitness Assessment for Cancer Patients Using Multi-Model Decision Fusion Based on Multi-Source Data. 1290-1300 - Yaozhong Zhang
Memristive Circuit Design of Quantized Convolutional Auto-Encoder. 1301-1313 - Fan Cheng
Graph-Based Feature Selection in Classification: Structure and Node Dynamic Mechanisms. 1314-1328
Volume 7, Number 5, October 2023
- Longhui Shu
Android Malware Detection Methods Based on Convolutional Neural Network: A Survey. 1330-1350 - Hanhan Zhou
Value Functions Factorization With Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients. 1351-1361 - Ayman Elgharabawy
Preference Neural Network. 1362-1376 - Jintao Huang
Multi-Label Feature Selection via Label Enhancement and Analytic Hierarchy Process. 1377-1393 - Poly Z. H. Sun
Neural Network Ensemble With Evolutionary Algorithm for Highly Imbalanced Classification. 1394-1404 - Shuchao Deng, Zeqiong Lv, Edgar Galván
Evolutionary Neural Architecture Search for Facial Expression Recognition. 1405-1419 - Sibo Cheng
A Generative Model for Surrogates of Spatial-Temporal Wildfire Nowcasting. 1420-1430 - Juan Eloy Arco
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification. 1431-1441 - Haoxiang Qin
Energy-Efficient Iterative Greedy Algorithm for the Distributed Hybrid Flow Shop Scheduling With Blocking Constraints. 1442-1457 - Ta Zhou
Recognition of Sleep-Wake Stages by Deep Takagi-Sugeno-Kang Fuzzy Classifier with Random Rule Heritage. 1458-1469 - Lei Zhang
A Community Division-Based Evolutionary Algorithm for Large-Scale Multi-Objective Recommendations. 1470-1483 - Yan Zhou
Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines. 1484-1498 - Maicholl Gutierrez, Guillermo Cabrera-Guerrero
A Reduced Variable Neighbourhood Search for the Beam Angle Optimisation Problem. 1499-1510 - Haotian Zhang
Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm. 1511-1526 - Zhenkun Wang
Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis. 1527-1538 - Ling Liu, Wenhao Yuan, Zhengping Liang
Construction of Polar Codes Based on Memetic Algorithm. 1539-1553 - Liping Gao, Chao Chen
MOOP: An Efficient Utility-Rich Route Planning Framework Over Two-Fold Time-Dependent Road Networks. 1554-1570 - Aditya Panda
Isolating Features of Object and Its State for Compositional Zero-Shot Learning. 1571-1583 - Reman Kumar
Computationally Efficient Scaled Clustering for Perceptually Invisible Image Intensity Tuning. 1584-1594 - Kushal Bose, Swagatam Das
Can Graph Neural Networks Go Deeper Without Over-Smoothing? Yes, With a Randomized Path Exploration! 1595-1604
Volume 7, Number 6, December 2023
- Xin Liu
Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution. 1605-1620 - Jianxiong Wan
SafeCool: Safe and Energy-Efficient Cooling Management in Data Centers With Model-Based Reinforcement Learning. 1621-1635 - Can Gao
Possibilistic Neighborhood Graph: A New Concept of Similarity Graph Learning. 1636-1650 - Lili Shen
Wavelet-Based Self-Attention GAN With Collaborative Feature Fusion for Image Inpainting. 1651-1664 - Jianjun Lei
Deep Gradual-Conversion and Cycle Network for Single-View Synthesis. 1665-1675 - Simi Job
Topic Integrated Opinion-Based Drug Recommendation With Transformers. 1676-1686 - Yong Peng
JGSED: An End-to-End Spectral Clustering Model for Joint Graph Construction, Spectral Embedding and Discretization. 1687-1701 - Qingguo Lü
Privacy Protection Decentralized Economic Dispatch Over Directed Networks With Accurate Convergence. 1702-1716 - Shu-Yu Kuo
Evo-Panel: Dynamic Visualization Tool for Optimization Process. 1717-1732 - Zhipeng Lü, Yan Li
An Effective Scoring-Based Metaheuristic Algorithm for Rectilinear Block Placement. 1733-1745 - Ahmed Zgaren
Automatic Counting of Planting Microsites via Local Visual Detection and Global Count Estimation. 1746-1760
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