Complex and Intelligent Systems, Volume 11, Issue 2, February 2025

1) A low-carbon scheduling method based on improved ant colony algorithm for underground electric transportation vehicles

Author(s): Yizhe Zhang, Yinan Guo, Shirong Ge

2) A survey of security threats in federated learning

Author(s): Yunhao Feng, Yanming Guo, Gang Liu

3) Vehicle positioning systems in tunnel environments: a review

Author(s): Suying Jiang, Qiufeng Xu, Jiachun Li

4) Barriers and enhance strategies for green supply chain management using continuous linear diophantine neural networks

Author(s): Shougi S. Abosuliman, Saleem Abdullah, Nawab Ali

5) XTNSR: Xception-based transformer network for single image super resolution

Author(s): Jagrati Talreja, Supavadee Aramvith, Takao Onoye

6) Efficient guided inpainting of larger hole missing images based on hierarchical decoding network

Author(s): Xiucheng Dong, Yaling Ju, Jinqing He

7) A crossover operator for objective functions defined over graph neighborhoods with interdependent and related variables

Author(s): Jaume Jordan, Javier Palanca, Vicente Julian

8) A multitasking ant system for multi-depot pick-up and delivery location routing problem with time window

Author(s): Haoyuan Lv, Ruochen Liu, Jianxia Li

9) Short-term urban traffic forecasting in smart cities: a dynamic diffusion spatial-temporal graph convolutional network

Author(s): Xiang Yin, Junyang Yu, Xiaoli Liang

10) Vehicle-routing problem for low-carbon cold chain logistics based on the idea of cost–benefit

Author(s): Yan Liu, Fengming Tao, Rui Zhu

11) Enhancing navigation performance in unknown environments using spiking neural networks and reinforcement learning with asymptotic gradient method

Author(s): Xiaode Liu, Yufei Guo, Zhe Ma

12) Mape: defending against transferable adversarial attacks using multi-source adversarial perturbations elimination

Author(s): Xinlei Liu, Jichao Xie, Zhen Zhang

13) Robust underwater object tracking with image enhancement and two-step feature compression

Author(s): Jiaqing Li, Chaocan Xue, Bin Lin

14) DMR: disentangled and denoised learning for multi-behavior recommendation

Author(s): Yijia Zhang, Wanyu Chen, Feng Qi

15) A traffic prediction method for missing data scenarios: graph convolutional recurrent ordinary differential equation network

Author(s): Ming Jiang, Zhiwei Liu, Yan Xu

16) Enhancing zero-shot stance detection via multi-task fine-tuning with debate data and knowledge augmentation

Author(s): Qinlong Fan, Jicang Lu, Shouxin Shang

17) Adaptive temporal-difference learning via deep neural network function approximation: a non-asymptotic analysis

Author(s): Guoyong Wang, Tiange Fu, Mingchuan Zhang

18) A bi-subpopulation coevolutionary immune algorithm for multi-objective combinatorial optimization in multi-UAV task allocation

Author(s): Xi Chen, Yu Wan, Jun Tang

19) Protocol-based set-membership state estimation for linear repetitive processes with uniform quantization: a zonotope-based approach

Author(s): Minghao Gao, Pengfei Yang, Qi Li

20) Optimization of high-dimensional expensive multi-objective problems using multi-mode radial basis functions

Author(s): Jiangtao Shen, Xinjing Wang, Zhiwen Wen

21) Computationally expensive constrained problems via surrogate-assisted dynamic population evolutionary optimization

Author(s): Zan Yang, Chen Jiang, Jiansheng Liu

22) View adaptive multi-object tracking method based on depth relationship cues

Author(s): Haoran Sun, Yang Li, Kexin Luo

23) Preference learning based deep reinforcement learning for flexible job shop scheduling problem

Author(s): Xinning Liu, Li Han, Huadong Miao

24) Microscale search-based algorithm based on time-space transfer for automated test case generation

Author(s): Yinghan Hong, Fangqing Liu, Guizhen Mai

25) A hybrid Framework for plant leaf disease detection and classification using convolutional neural networks and vision transformer

Author(s): Sherihan Aboelenin, Foriaa Ahmed Elbasheer, Khalid M. Hosny

26) A novel group-based framework for nature-inspired optimization algorithms with adaptive movement behavior

Author(s): Adam Robson, Kamlesh Mistry, Wai-Lok Woo

27) A generalized diffusion model for remaining useful life prediction with uncertainty

Author(s): Bincheng Wen, Xin Zhao, Jianfeng Li

28) A joint learning method for low-light facial expression recognition

Author(s): Yuanlun Xie, Jie Ou, Wenhong Tian

29) MKER: multi-modal knowledge extraction and reasoning for future event prediction

Author(s): Chenghang Lai, Shoumeng Qiu

30) RL4CEP: reinforcement learning for updating CEP rules

Author(s): Afef Mdhaffar, Ghassen Baklouti, Bernd Freisleben

31) Practice of an improved many-objective route optimization algorithm in a multimodal transportation case under uncertain demand

Author(s): Tianxu Cui, Ying Shi, Kai Li

32) Sentimentally enhanced conversation recommender system

Author(s): Fengjin Liu, Qiong Cao, Huaiyu Liu

33) New Jensen–Shannon divergence measures for intuitionistic fuzzy sets with the construction of a parametric intuitionistic fuzzy TOPSIS

Author(s): Xinxing Wu, Qian Liu, Xu Zhang

34) TMFN: a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning for multimodal sentiment analysis

Author(s): Junsong Fu, Youjia Fu, Zihao Xu

35) Batch-in-Batch: a new adversarial training framework for initial perturbation and sample selection

Author(s): Yinting Wu, Pai Peng, Le Li

36) RenalSegNet: automated segmentation of renal tumor, veins, and arteries in contrast-enhanced CT scans

Author(s): Rashid Khan, Chao Chen, Bingding Huang

37) Light-YOLO: a lightweight detection algorithm based on multi-scale feature enhancement for infrared small ship target

Author(s): Ji Tang, Xiao-Min Hu, Wei-Neng Chen

38) CPP: a path planning method taking into account obstacle shadow hiding

Author(s): Ruixin Zhang, Qing Xu, Guo Zhang

39) A semi-supervised learning technique assisted multi-objective evolutionary algorithm for computationally expensive problems

Author(s): Zijian Jiang, Chaoli Sun, Sisi Wang

40) An adjoint feature-selection-based evolutionary algorithm for sparse large-scale multiobjective optimization

Author(s): Panpan Zhang, Hang Yin, Xingyi Zhang

41) Balanced coarse-to-fine federated learning for noisy heterogeneous clients

Author(s): Longfei Han, Ying Zhai, Xiankai Huang

Weekly Review 14 February 2025

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. More proposed legislation to protect kids from AI chatbots: https://www.theverge.com/news/605728/california-chatbot-bill-child-safety
2. Meta says it will not release a dangerous AI. But Meta is the one deciding what is and isn't dangerous: https://www.computerworld.com/article/3816687/meta-promises-not-to-release-dangerous-ai-systems.html
3. Adopting AI can require a significant outlay on new and specialised hardware: https://www.informationweek.com/it-infrastructure/the-cost-of-ai-infrastructure-new-gear-for-ai-liftoff-
4. Even though investors are skeptical about AI, they are still putting money into the hardware to run it: https://www.nextplatform.com/2025/02/05/skepticism-about-ai-use-does-not-yet-negate-the-appetite-for-ai-hardware/
5. OpenAI and Meta probably are over-valued in terms of their AI offerings, but I don't think DeepSeek alone is going to knock them out of dominance just yet: https://futurism.com/openai-low-key-panicking-deepseek
6. Companies should be forced to report their energy and water usages, as the energy and cooling demands of AI continue to increase: https://www.theguardian.com/technology/2025/feb/07/call-to-make-tech-firms-report-data-centre-energy-use-as-ai-booms
7. The hidden costs of securing AI: https://www.informationweek.com/cyber-resilience/the-cost-of-ai-security
8. While this AI might be able to recognise if a PDF is a legal contract, would you trust it to interpret it for you? https://www.theverge.com/news/605741/adobe-acrobat-ai-assistant-contract-features-availability
9. While AI is expected to take up to 20% of IT budgets this year, there is still uncertainty around the return on that investment: https://www.theregister.com/2025/02/06/lenovo_ai_report/
10. How generative AI is being used to compromise security: https://www.informationweek.com/cyber-resilience/how-are-threat-actors-using-adversarial-genai-
11. DeepSeek has the worst rating in tests on AI safety: https://techcrunch.com/2025/02/07/anthropic-ceo-says-deepseek-was-the-worst-on-a-critical-bioweapons-data-safety-test/
12. Another company cuts staff because of AI: https://www.theregister.com/2025/02/05/workday_restructure_job_cuts/
13. Google plans to spend $75 billion on AI infrastructure this year. How much of this is "if you build it they will come" thinking? https://www.theverge.com/news/606242/google-q4-2024-earnings
14. Google has abandoned its "no AI in weapons" position: https://www.theverge.com/news/606418/google-ai-principles-weapons-surveillance
15. An AI that just wastes phone scammers' time, keeping them busy and stopping them scamming real people: https://www.theguardian.com/money/2025/feb/04/ai-granny-scammers-phone-fraud
16. The emerging legal issues around AI: https://www.informationweek.com/cyber-resilience/what-types-of-legal-liabilities-are-emerging-from-ai-
17. A new physics-inspired AI model: https://dataconomy.com/2025/02/07/how-physics-inspired-ai-is-making-our-roads-safer/
18. The shortage of talent in AI is driving companies to cut costs elsewhere to afford the salaries top candidates demand: https://www.informationweek.com/it-leadership/the-cost-of-ai-talent-who-s-hurting-in-the-search-for-ai-stars-
19. An AI that can generate proofs in geometry: https://techcrunch.com/2025/02/07/deepmind-claims-its-ai-performs-better-than-international-mathematical-olympiad-gold-medalists/
20. The energy demands of AI are growing at such a rate that it poses a significant risk to security of energy supply: https://www.theregister.com/2025/02/07/datacenter_energy_goldman_sachs/
21. While AI can be used to generate music, it can also be used to restore old performances that would otherwise never see the light of day: https://www.theverge.com/news/604970/beatles-ai-restored-song-now-and-then-grammy-win
22. Auction house Christie's is planning to have an auction of only AI-generated art. Artists are not happy: https://techcrunch.com/2025/02/08/christies-announces-ai-art-auction-and-not-everyone-is-pleased/
23. I suspect many Western governments will consider Chinese AI too risky to have on their systems: https://www.theregister.com/2025/02/05/australia_deepseek_ban/
24. Like it should be with all things, governmental policy on AI should be based on reality not fiction: https://techcrunch.com/2025/02/08/ai-pioneer-fei-fei-li-says-ai-policy-must-be-based-on-science-not-science-fiction/

Soft Computing, Volume 29, Issue 1, January 2025

1) KMSBOT: enhancing educational institutions with an AI-powered semantic search engine and graph database

Author(s): D. Venkata Subramanian, J. ChandraV. Rohini

Pages: 1 - 15

2) Stabilization of impulsive fuzzy dynamic systems involving Caputo short-memory fractional derivative

Author(s): Truong Vinh An, Ngo Van Hoa, Nguyen Trang Thao

Pages: 17 - 36

3) Application of SaRT–SVM algorithm for leakage pattern recognition of hydraulic check valve

Author(s): Chengbiao Tong, Nariman Sepehri

Pages: 37 - 51

4) Construction of a novel five-dimensional Hamiltonian conservative hyperchaotic system and its application in image encryption

Author(s): Minxiu Yan, Shuyan Li

Pages: 53 - 67

5) European option pricing under a generalized fractional Brownian motion Heston exponential Hull–White model with transaction costs by the Deep Galerkin Method

Author(s): Mahsa Motameni, Farshid Mehrdoust, Ali Reza Najafi

Pages: 69 - 88

6) A lightweight and efficient model for botnet detection in IoT using stacked ensemble learning

Author(s): Rasool Esmaeilyfard, Zohre Shoaei, Reza Javidan

Pages: 89 - 101

7) Leader-follower green traffic assignment problem with online supervised machine learning solution approach

Author(s): M. Sadra, M. Zaferanieh, J. Yazdimoghaddam

Pages: 103 - 116

8) Enhancing Stock Prediction ability through News Perspective and Deep Learning with attention mechanisms

Author(s): Mei Yang, Fanjie Fu, Zhi Xiao

Pages: 117 - 126

9) Cooperative enhancement method of train operation planning featuring express and local modes for urban rail transit lines

Author(s): Wenliang Zhou, Mehdi Oldache, Guangming Xu

Pages: 127 - 155

10) Quadratic and Lagrange interpolation-based butterfly optimization algorithm for numerical optimization and engineering design problem

Author(s): Sushmita Sharma, Apu Kumar Saha, Saroj Kumar Sahoo

Pages: 157 - 194

11) Benders decomposition for the multi-agent location and scheduling problem on unrelated parallel machines

Author(s): Jun Liu, Yongjian Yang, Feng Yang

Pages: 195 - 212

12) A multi-objective Fuzzy Robust Optimization model for open-pit mine planning under uncertainty

Author(s): Sayed Abolghasem Soleimani Bafghi, Hasan Hosseini Nasab, Ali reza Yarahmadi Bafghi

Pages: 213 - 235

13) A game theoretic approach for pricing of red blood cells under supply and demand uncertainty and government role

Author(s): Minoo Kamrantabar, Saeed Yaghoubi, Atieh Fander

Pages: 237 - 260

14) The location problem of emergency materials in uncertain environment

Author(s): Jihe Xiao, Yuhong Sheng

Pages: 261 - 273

15) RCS: a fast path planning algorithm for unmanned aerial vehicles

Author(s): Mohammad Reza Ranjbar Divkoti, Mostafa Nouri-Baygi

Pages: 275 - 298

16) Exploring the selected strategies and multiple selected paths for digital music subscription services using the DSA-NRM approach consideration of various stakeholders

Author(s): Kuo-Pao Tsai, Feng-Chao Yang, Chia-Li Lin

Pages: 299 - 320

17) A genomic signal processing approach for identification and classification of coronavirus sequences

Author(s): Amin Khodaei, Behzad Mozaffari-Tazehkand, Hadi Sharifi

Pages: 321 - 338

18) Secure signal and image transmissions using chaotic synchronization scheme under cyber-attack in the communication channel

Author(s): Shaghayegh Nobakht, Ali-Akbar Ahmadi

Pages: 339 - 353

19) ASAQ—Ant-Miner: optimized rule-based classifier

Author(s): Umair Ayub, Bushra Almas

Pages: 355 - 364

20) Representations of binary relations and object reduction of attribute-oriented concept lattices

Author(s): Wei Yao, Chang-Jie Zhou

Pages: 365 - 373

21) Short-term time series prediction based on evolutionary interpolation of Chebyshev polynomials with internal smoothing

Author(s): Loreta Saunoriene, Jinde Cao, Minvydas Ragulskis

Pages: 375 - 389

22) Application of machine learning and deep learning techniques on reverse vaccinology – a systematic literature review

Author(s): Hany Alashwal, Nishi Palakkal Kochunni, Kadhim Hayawi

Pages: 391 - 403

23) CoverGAN: cover photo generation from text story using layout guided GAN

Author(s): Adeel Cheema, M. Asif Naeem

Pages: 405 - 423

Complex & Intelligent Systems, Volume 11, Issue 1, January 2025

1) IMTLM-Net: improved multi-task transformer based on localization mechanism network for handwritten English text recognition

Author(s): Qianfeng Zhang, Feng Liu, Wanru Song

2) Causal discovery and fault diagnosis based on mixed data types for system reliability modeling

Author(s): Xiaokang Wang, Siqi Jiang, Mozhu Wang

3) A quadratic support vector regression approach for load forecasting

Author(s): Yanhe Jia, Shuaiguang Zhou, Zheming Gao

4) Unleashing the power of pinyin: promoting Chinese named entity recognition with multiple embedding and attention

Author(s): Jigui Zhao, Yurong Qian, Aizimaiti Xiaokaiti

5) CSTrans: cross-subdomain transformer for unsupervised domain adaptation

Author(s): Junchi Liu, Xiang Zhang, Zhigang Luo

6) An interaction relational inference method for a coal-mining equipment system

Author(s): Xiangang Cao, Jiajun Gao, Boyang Cheng

7) A novel graph convolution and frequency domain filtering approach for hyperspectral anomaly detection

Author(s): Yang Ding, Hao Yan, A. Ruhan

8) A novel transmission-augmented deep unfolding network with consideration of residual recovery

Author(s): Zhijie Zhang, Huang Bai, Xiumei Li

9) Graph attention, learning 2-opt algorithm for the traveling salesman problem

Author(s): Jia Luo, Herui Heng, Geng Wu

10) APDL: an adaptive step size method for white-box adversarial attacks

Author(s): Jiale Hu, Xiang Li, Yuedong Wang

11) PLZero: placeholder based approach to generalized zero-shot learning for multi-label recognition in chest radiographs

Author(s): Chengrong Yang, Qiwen Jin, Yujue Zhou

12) MSM-TDE: multi-scale semantics mining and tiny details enhancement network for retinal vessel segmentation

Author(s): Hongbin Zhang, Jin Zhang, Donghong Ji

13) MM-HiFuse: multi-modal multi-task hierarchical feature fusion for esophagus cancer staging and differentiation classification

Author(s): Xiangzuo Huo, Shengwei Tian, Jinmiao Song

14) Implicit link prediction based on extended social graph

Author(s): Ling Xing, Jinxin Liu, Xiaohui Zhang

15) DCTnet: a double-channel transformer network for peach disease detection using UAVs

Author(s): Jie Zhang, Dailin Li, Yibin Chen

16) Semantic-enhanced panoptic scene graph generation through hybrid and axial attentions

Author(s): Xinhe Kuang, Yuxin Che, Yimin Liu

17) OMSF2: optimizing multi-scale feature fusion learning for pneumoconiosis staging diagnosis through data specificity augmentation

Author(s): Xueting Ren, Surong Chu, Yan Wang

18) Backward chained behavior trees with deliberation for multi-goal tasks

Author(s): Haotian Zhou, Yunhan Lin, Huasong Min

19) FSPPCFs: a privacy-preserving collaborative filtering recommendation scheme based on fuzzy C-means and Shapley value

Author(s): Weiwei Wang, Wenping Ma, Kun Yan

20) Quantum theory-inspired inter-sentence semantic interaction model for textual adversarial defense

Author(s): Jiacheng Huang, Long Chen, Ning Yu

21) Mining label-free consistency regularization for noisy facial expression recognition

Author(s): Yumei Tan, Haiying Xia, Shuxiang Song

22) CDR-Detector: a chronic disease risk prediction model combining pre-training with deep reinforcement learning

Author(s): Shaofu Lin, Shiwei Zhou, Jianhui Chen

23) A disturbance suppression second-order penalty-like neurodynamic approach to distributed optimal allocation

Author(s): Wenwen Jia, Wenbin Zhao, Sitian Qin

24) Calibration between a panoramic LiDAR and a limited field-of-view depth camera

Author(s): Weijie Tang, Bin Wang, Yan Ma

25) Dual medical image watermarking using SRU-enhanced network and EICC chaotic map

Author(s): Fei Yan, Zeqian Wang, Kaoru Hirota

26) Transfer learning for linear regression with differential privacy

Author(s): Yiming Hou, Yunquan Song, Zhijian Wang

27) Rain removal method for single image of dual-branch joint network based on sparse transformer

Author(s): Fangfang Qin, Zongpu Jia, Shan Zhao

28) DualCFGL: dual-channel fusion global and local features for sequential recommendation

Author(s): Shuxu Chen, Yuanyuan Liu, Zhaoqian Zhong

29) Sample-prototype optimal transport-based universal domain adaptation for remote sensing image classification

Author(s): Xiaosong Chen, Yongbo Yang, Shengsheng Wang

30) Rethinking spatial-temporal contrastive learning for Urban traffic flow forecasting: multi-level augmentation framework

Author(s): Lin Pan, Qianqian Ren, Xingfeng Lv

31) Metaphor recognition based on cross-modal multi-level information fusion

Author(s): Qimeng Yang, Yuanbo Yan, Shisong Guo

32) Advancing skeleton-based human behavior recognition: multi-stream fusion spatiotemporal graph convolutional networks

Author(s): Fenglin Liu, Chenyu Wang, Wei Zeng

33) ImagTIDS: an internet of things intrusion detection framework utilizing GADF imaging encoding and improved Transformer

Author(s): Peng Wang, Yafei Song, Qian Xiang

34) Multi-criteria group decision-making with extended ELECTRE III method and regret theory based on probabilistic interval-valued intuitionistic hesitant fuzzy information

Author(s): Chuanyang Ruan, Shicheng Gong, Xiangjing Chen

35) Higher-order topology for collective motions

Author(s): Zijie Sun, Tianjiang Hu

36) Progressive alignment and interwoven composition network for image stitching

Author(s): Xiaoting Fan, Long Sun, Tariq S. Durrani

37) Safety-involved co-optimization of speed trajectory and energy management for fuel cell-battery electric vehicle in car-following scenarios

Author(s): Longlong Zhu, Fazhan Tao, Guoqu Deng

38) A dynamic dropout self-distillation method for object segmentation

Author(s): Lei Chen, Tieyong Cao, Jibin Yang

39) A novel approach to Fuzzy mixed graph structure with application towards trade relations between countries

Author(s): Xiaolong Shi, Yongjun Dai, Seyed Hossein Sadati

40) A robust adaptive meta-sample generation method for few-shot time series prediction

Author(s): Chao Zhang, Defu Jiang, Libo Tao

41) Dynamic decomposition and hyper-distance based many-objective evolutionary algorithm

Author(s): Xujian Wang, Fenggan Zhang, Minli Yao

42) Adaptive micro partition and hierarchical merging for accurate mixed data clustering

Author(s): Yunfan Zhang, Rong Zou, Kangshun Li

43) CitySEIRCast: an agent-based city digital twin for pandemic analysis and simulation

Author(s): Shakir Bilal, Wajdi Zaatour, Edwin Michael

44) LDWLE: self-supervised driven low-light object detection framework

Author(s): Xiaoyang shen, Haibin Li, Wenming Zhang

45) Division-selection transfer learning for prediction based dynamic multi-objective optimization

Author(s): Hongye Li, Fan Liang, Kunru Guo

46) MVSGS: Gaussian splatting radiation field enhancement using multi-view stereo

Author(s): Teng Fei, Ligong Bi, Guowei Zhang

47) ADSTrack: adaptive dynamic sampling for visual tracking

Author(s): Zhenhai Wang, Lutao Yuan, Hongyu Tian

48) Rugularizing generalizable neural radiance field with limited-view images

Author(s): Wei Sun, Ruijia Cui, Yanning Zhang

49) cLegal-QA: a Chinese legal question answering with natural language generation methods

Author(s): Yizhen Wang, Xueying Shen, Shiyan Ou

50) Transforming traffic accident investigations: a virtual-real-fusion framework for intelligent 3D traffic accident reconstruction

Author(s): Yanzhan Chen, Qian Zhang, Fan Yu

51) MCPA: multi-scale cross perceptron attention network for 2D medical image segmentation

Author(s): Liang Xu, Mingxiao Chen, Ronald X. Xu

52) Edge-centric optimization: a novel strategy for minimizing information loss in graph-to-text generation

Author(s): Zheng Yao, Jingyuan Li, Yuanzhuo Wang

53) A UAV perspective based lightweight target detection and tracking algorithm for intelligent transportation

Author(s): Quan Wang, Guangfei Ye, Fengqing Wang

54) T-LLaMA: a Tibetan large language model based on LLaMA2

Author(s): Hui Lv, Chi Pu, Jun Shen

55) The algorithm for foggy weather target detection based on YOLOv5 in complex scenes

Author(s): Zhaohui Liu, Wenshuai Hou, Jiaxiu Chang

56) Retraction Note: Intelligent power management based on multi-objective cost function for plug-in biogas hybrid vehicles under uncertain driving conditions

Author(s): Sameh Abd-Elhaleem, Walaa Shoeib, Abdel Azim Sobaih

57) PURE: a Prompt-based framework with dynamic Update mechanism for educational Relation Extraction

Author(s): Xiaohui Cui, Yu Yang, Siyuan Ke

58) DVGEDR: a drug repositioning method based on dual-view fusion and graph enhancement mechanism in heterogeneous networks

Author(s): Dongjiang Niu, Lianwei Zhang, Zhen Li

59) Automated generation of dispatching rules for the green unrelated machines scheduling problem

Author(s): Nikolina Frid, Marko Ɖurasević, Francisco Javier Gil-Gala

60) Image depth estimation assisted by multi-view projection

Author(s): Liman Liu, Jinshan Tian, Wenbing Tao

61) Tactical intent-driven autonomous air combat behavior generation method

Author(s): Xingyu Wang, Zhen Yang, Deyun Zhou

62) A survey of MRI-based brain tissue segmentation using deep learning

Author(s): Liang Wu, Shirui Wang, Li Song

63) A novel knowledge distillation framework for enhancing small object detection in blurry environments with unmanned aerial vehicle-assisted images

Author(s): Sayed Jobaer, Xue-song Tang, Foysal Ahmed

64) Emotional recognition of EEG signals utilizing residual structure fusion in bi-directional LSTM

Author(s): Yue Xu, Yunyuan Gao, Shunlan Du

65) Non-target feature filtering for weakly supervised semantic segmentation

Author(s): Xuesheng Zhou, Yan Li, Wenming Cao

66) Face super-resolution via iterative collaboration between multi-attention mechanism and landmark estimation

Author(s): Chang-Teng Shi, Meng-Jun Li, Zhi Yong An

67) EC-PFN: a multiscale woven fusion network for industrial product surface defect detection

Author(s): Shuangning Liu, Junfeng Li

68) Predicting conversion of Alzheimer’s disease based on multi-modal fusion of neuroimaging and genetic data

Author(s): Yang Xi, Qian Wang, Zhu Lan

69) Correlation-guided decoding strategy for low-resource Uyghur scene text recognition

Author(s): Miaomiao Xu, Jiang Zhang, Yanbing Li

70) Spectral-energy efficiency tradeoff of massive MIMO by a constrained large-scale multi-objective algorithm through decision transfer

Author(s): Qingzhu Wang, Tianyang Li

71) UNet-Att: a self-supervised denoising and recovery model for two-photon microscopic image

Author(s): Yuer Lu, Yongfa Ying, Jinjin Zhong

72) Quality assessment of cyber threat intelligence knowledge graph based on adaptive joining of embedding model

Author(s): Bin Chen, Hongyi Li, Chengwei Pan

73) DR-Z2AN: dual-recurrent neural network with a tri-channel attention mechanism for financial management prediction

Author(s): Salem Knifo, Ahmad Alzubi

74) FL-Joint: joint aligning features and labels in federated learning for data heterogeneity

Author(s): Wenxin Chen, Jinrui Zhang, Deyu Zhang

75) Large-scale multiobjective competitive swarm optimizer algorithm based on regional multidirectional search

Author(s): Xuenan Zhang, Debao Chen, Lin Cui

76) Towards fairness-aware multi-objective optimization

Author(s): Guo Yu, Lianbo Ma, Yaochu Jin

77) A decentralized feedback-based consensus model considering the consistency maintenance and readability of probabilistic linguistic preference relations for large-scale group decision-making

Author(s): Xian-Yong Zhang, Yi-Yang Zhou, Jian-Lan Zhou

78) Low-frequency spectral graph convolution networks with one-hop connections information for personalized tag recommendation

Author(s): Zhengshun Fei, Haotian Zhou, Xinjian Xiang

79) Pri-DDQN: learning adaptive traffic signal control strategy through a hybrid agent

Author(s): Yanliu Zheng, Juan Luo, Keqin Li

80) A dynamic preference recommendation model based on spatiotemporal knowledge graphs

Author(s): Xinyu Fan, Yinqin Ji, Bei Hui

81) Enhancing classification efficiency in capsule networks through windowed routing: tackling gradient vanishing, dynamic routing, and computational complexity challenges

Author(s): Gangqi Chen, Zhaoyong Mao, Dongdong Hou

82) Multimodal heterogeneous graph fusion for automated obstructive sleep apnea-hypopnea syndrome diagnosis

Author(s): Haoyu Wang, Xihe Qiu, Jingjing Huang

83) Theoretical understanding of gradients of spike functions as boolean functions

Author(s): DongHyung Yoo, Doo Seok Jeong

84) Enhancing zero-shot relation extraction with a dual contrastive learning framework and a cross-attention module

Author(s): Diyou Li, Lijuan Zhang, Jian Wan

85) Deep weighted survival neural networks to survival risk prediction

Author(s): Hui Yu, Qingyong Wang, Zihao Zhao

86) Influence maximization under imbalanced heterogeneous networks via lightweight reinforcement learning with prior knowledge

Author(s): Kehong You, Sanyang Liu, Yiguang Bai

87) Enhancing misogyny detection in bilingual texts using explainable AI and multilingual fine-tuned transformers

Author(s): Ehtesham Hashmi, Sule Yildirim Yayilgan, Mohib Ullah

88) ATBHC-YOLO: aggregate transformer and bidirectional hybrid convolution for small object detection

Author(s): Dandan Liao, Jianxun Zhang, Xie Jin

89) Segment anything model for few-shot medical image segmentation with domain tuning

Author(s): Weili Shi, Penglong Zhang, Zhengang Jiang

90) Mix-layers semantic extraction and multi-scale aggregation transformer for semantic segmentation

Author(s): Tianping Li, Xiaolong Yang, Zhou Maoxia

91) Two-stage deep reinforcement learning method for agile optical satellite scheduling problem

Author(s): Zheng Liu, Wei Xiong, Chi Han

92) Relieving popularity bias in recommendation via debiasing representation enhancement

Author(s): Junsan Zhang, Sini Wu, Jie Zhu

93) DADNet: text detection of arbitrary shapes from drone perspective based on boundary adaptation

Author(s): Jun Liu, Jianxun Zhang, Shengyuan Wu

94) Bridging the gap: multi-granularity representation learning for text-based vehicle retrieval

Author(s): Xue Bo, Junjie Liu, Wentao Ma

95) GAN-based pseudo random number generation optimized through genetic algorithms

Author(s): Xuguang Wu, Yiliang Han, Su Cui

96) Early stroke behavior detection based on improved video masked autoencoders for potential patients

Author(s): Meng Wang, Guanci Yang, Ling He

97) A multi-task genetic programming approach for online multi-objective container placement in heterogeneous cluster

Author(s): Ruochen Liu, Haoyuan Lv, Rongfang Wang

98) IEDSFAN: information enhancement and dynamic-static fusion attention network for traffic flow forecasting

Author(s): Lianfei Yu, Ziling Wang, Chongguang Ren

99) LCANet: a model for analysis of students real-time sentiment by integrating attention mechanism and joint loss function

Author(s): Pengyun Hu, Xianpiao Tang, Daoxun Xia

100) Adversarial imitation learning with deep attention network for swarm systems

Author(s): Yapei Wu, Tao Wang, Xingguang Peng

101) Automatical sampling with heterogeneous corpora for grammatical error correction

Author(s): Shichang Zhu, Jianjian Liu, Zhengtao Yu

102) Unveiling user identity across social media: a novel unsupervised gradient semantic model for accurate and efficient user alignment

Author(s): Yongqiang Peng, Xiaoliang Chen, Peng Lu

103) Towards accurate anomaly detection for cloud system via graph-enhanced contrastive learning

Author(s): Zhen Zhang, Zhe Zhu, Shaohua Xu

104) A nonrevisiting genetic algorithm based on multi-region guided search strategy

Author(s): Qijun Wang, Chunxin Sang, Chao Wang

105) Toward medical test recommendation from optimal attribute selection perspectives: a backward reasoning approach

Author(s): Nengjun Zhu, Jieyun Huang, Siji Zhu

106) Moor: Model-based offline policy optimization with a risk dynamics model

Author(s): Xiaolong Su, Peng Li, Shaofei Chen

107) Model-enhanced spatial-temporal attention networks for traffic density prediction

Author(s): Qi Guo, Qi Tan, Benyun Shi

108) Document-level relation extraction via dual attention fusion and dynamic asymmetric loss

Author(s): Xiaoyao Ding, Dongyan Ding, Taojie Zhu

109) PCNet: a human pose compensation network based on incremental learning for sports actions estimation

Author(s): Jia-Hong Jiang, Nan Xia

110) Theoretical knowledge enhanced genetic algorithm for mine ventilation system optimization considering main fan adjustment

Author(s): Wentian Shang, Jinzhang Jia

111) Audio-visual event localization with dual temporal-aware scene understanding and image-text knowledge bridging

Author(s): Pufen Zhang, Jiaxiang Wang, Peng Shi

112) Multidimensional time series classification with multiple attention mechanism

Author(s): Chen Liu, Zihan Wei, Ying Shao

113) Refined feature enhancement network for object detection

Author(s): Zonghui Li, Yongsheng Dong

114) Travel route recommendation with a trajectory learning model

Author(s): Xiangping Wu, Zheng Zhang, Wangjun Wan

115) Mf-net: multi-feature fusion network based on two-stream extraction and multi-scale enhancement for face forgery detection

Author(s): Hanxian Duan, Qian Jiang, Wei Zhou

116) Empowering Urdu sentiment analysis: an attention-based stacked CNN-Bi-LSTM DNN with multilingual BERT

Author(s): Lal Khan, Atika Qazi, Awais Mahmood

117) Residual trio feature network for efficient super-resolution

Author(s): Junfeng Chen, Mao Mao, Altangerel Ayush

118) Construction of kill webs with heterogeneous UAV swarms in dynamic contested environments

Author(s): Wenlin Liu, Zishuang Pan, Bing Wan

119) Open-world disaster information identification from multimodal social media

Author(s): Chen Yu, Bin Hu, Zhiguo Wang

120) Integrating fast iterative filtering and ensemble neural network structure with attention mechanism for carbon price forecasting

Author(s): Wang Zhong, Wang Yue, Wang Shuyue

121) RMGANets: reinforcement learning-enhanced multi-relational attention graph-aware network for anti-money laundering detection

Author(s): Qianyu Wang, Wei-Tek Tsai, Bowen Du

122) Enhancing adversarial transferability with local transformation

Author(s): Yang Zhang, Jinbang Hong, Qun Song

123) Advancing buffet onset prediction: a deep learning approach with enhanced interpretability for aerodynamic engineering

Author(s): Jing Wang, Wei Liu, Miao Zhang

124) Attention-enhanced multimodal feature fusion network for clothes-changing person re-identification

Author(s): Yongkang Ding, Jiechen Li, Anqi Wang

125) Fall detection method based on spatio-temporal coordinate attention for high-resolution networks

Author(s): Xiaorui Zhang, Qijian Xie, Ting Wang

IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 2, February 2025

1) Guest Editorial: Special Issue on Information Theoretic Methods for the Generalization, Robustness, and Interpretability of Machine Learning

Author(s): Badong Chen, Shujian Yu, Robert Jenssen, Jose C. Principe, Klaus-Robert Müller

Pages: 1957 - 1958

2) Community Graph Convolution Neural Network for Alzheimer’s Disease Classification and Pathogenetic Factors Identification

Author(s): Xia-An Bi, Ke Chen, Siyu Jiang, Sheng Luo, Wenyan Zhou, Zhaoxu Xing, Luyun Xu, Zhengliang Liu, Tianming Liu

Pages: 1959 - 1973

3) RSS-Bagging: Improving Generalization Through the Fisher Information of Training Data

Author(s): Jieting Wang, Feijiang Li, Jue Li, Chenping Hou, Yuhua Qian, Jiye Liang

Pages: 1974 - 1988

4) Sparse Additive Machine With the Correntropy-Induced Loss

Author(s): Peipei Yuan, Xinge You, Hong Chen, Yingjie Wang, Qinmu Peng, Bin Zou

Pages: 1989 - 2003

5) Asymptotic Behavior of Adversarial Training in Binary Linear Classification

Author(s): Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis

Pages: 2004 - 2012

6) Constrained Maximum Cross-Domain Likelihood for Domain Generalization

Author(s): Jianxin Lin, Yongqiang Tang, Junping Wang, Wensheng Zhang

Pages: 2013 - 2027

7) Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck

Author(s): Haixing Zhu, Weipeng Liu, Zhifan Gao, Heye Zhang

Pages: 2028 - 2039

8) Efficient Approximations for Matrix-Based Rényi’s Entropy on Sequential Data

Author(s): Yuxin Dong, Tieliang Gong, Hong Chen, Chen Li

Pages: 2040 - 2050

9) Celebrating Diversity With Subtask Specialization in Shared Multiagent Reinforcement Learning

Author(s): Chenghao Li, Tonghan Wang, Chengjie Wu, Qianchuan Zhao, Jun Yang, Chongjie Zhang

Pages: 2051 - 2065

10) Information Theoretic Learning-Enhanced Dual-Generative Adversarial Networks With Causal Representation for Robust OOD Generalization

Author(s): Xiaokang Zhou, Xuzhe Zheng, Tian Shu, Wei Liang, Kevin I-Kai Wang, Lianyong Qi, Shohei Shimizu, Qun Jin

Pages: 2066 - 2079

11) Robust Few-Shot Learning Without Using Any Adversarial Samples

Author(s): Gaurav Kumar Nayak, Ruchit Rawal, Inder Khatri, Anirban Chakraborty

Pages: 2080 - 2090

12) Deep Ensemble Transformers for Dimensionality Reduction

Author(s): Maria Nareklishvili, Marius Geitle

Pages: 2091 - 2102

13) Estimating Counterfactual Treatment Outcomes Over Time in Complex Multiagent Scenarios

Author(s): Keisuke Fujii, Koh Takeuchi, Atsushi Kuribayashi, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda

Pages: 2103 - 2117

14) A Statistical Physics Perspective: Understanding the Causality Behind Convolutional Neural Network Adversarial Vulnerability

Author(s): Ke Wang, Mingjia Zhu, Zicong Chen, Jian Weng, Ming Li, Siu-Ming Yiu, Weiping Ding, Tianlong Gu

Pages: 2118 - 2132

15) Knowledge-Augmented Deep Learning and its Applications: A Survey

Author(s): Zijun Cui, Tian Gao, Kartik Talamadupula, Qiang Ji

Pages: 2133 - 2153

16) Global Model Selection for Semi-Supervised Support Vector Machine via Solution Paths

Author(s): Yajing Fan, Shuyang Yu, Bin Gu, Ziran Xiong, Zhou Zhai, Heng Huang, Yi Chang

Pages: 2154 - 2168

17) A Calibrator Fuzzy Ensemble for Highly-Accurate Robot Arm Calibration

Author(s): Xin Luo, Zhibin Li, Wenbin Yue, Shuai Li

Pages: 2169 - 2181

18) Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network With Graph Representation Learning

Author(s): Xingqun Qi, Muyi Sun, Zijian Wang, Jiaming Liu, Qi Li, Fang Zhao, Shanghang Zhang, Caifeng Shan

Pages: 2182 - 2195

19) Daily Schedule Recommendation in Urban Life Based on Deep Reinforcement Learning

Author(s): Jia Liu, Donghai Zhai, Wei Huang, Shenggong Ji, Junbo Zhang, Tianrui Li

Pages: 2196 - 2205

20) Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition Penalty

Author(s): Zhenghua Xu, Wenting Xu, Ruizhi Wang, Junyang Chen, Chang Qi, Thomas Lukasiewicz

Pages: 2206 - 2220

21) Cooperative Active Learning-Based Dual Control for Exploration and Exploitation in Autonomous Search

Author(s): Zhongguo Li, Wen-Hua Chen, Jun Yang, Cunjia Liu

Pages: 2221 - 2233

22) Adaptive Intermittent Pinning Control for Synchronization of Delayed Nonlinear Memristive Neural Networks With Reaction–Diffusion Items

Author(s): Qiwei Liu, Huaicheng Yan, Hao Zhang, Lu Zeng, Chaoyang Chen

Pages: 2234 - 2245

23) Norest-Net: Normal Estimation Neural Network for 3-D Noisy Point Clouds

Author(s): Yingkui Zhang, Mingqiang Wei, Lei Zhu, Guibao Shen, Fu Lee Wang, Jing Qin, Qiong Wang

Pages: 2246 - 2258

24) Analysis and Application of Matrix-Form Neural Networks for Fast Matrix-Variable Convex Optimization

Author(s): Youshen Xia, Tiantian Ye, Liqing Huang

Pages: 2259 - 2273

25) CDNA-SNN: A New Spiking Neural Network for Pattern Classification Using Neuronal Assemblies

Author(s): Vahid Saranirad, Shirin Dora, Thomas Martin McGinnity, Damien Coyle

Pages: 2274 - 2287

26) Approximate Policy Iteration With Deep Minimax Average Bellman Error Minimization

Author(s): Lican Kang, Yuhui Liu, Yuan Luo, Jerry Zhijian Yang, Han Yuan, Chang Zhu

Pages: 2288 - 2299

27) Sampled-Data State Estimation for LSTM

Author(s): Yongsik Jin, S. M. Lee

Pages: 2300 - 2313

28) Deep Progressive Reinforcement Learning-Based Flexible Resource Scheduling Framework for IRS and UAV-Assisted MEC System

Author(s): Li Dong, Feibo Jiang, Minjie Wang, Yubo Peng, Xiaolong Li

Pages: 2314 - 2326

29) Learn Zero-Constraint-Violation Safe Policy in Model-Free Constrained Reinforcement Learning

Author(s): Haitong Ma, Changliu Liu, Shengbo Eben Li, Sifa Zheng, Wenchao Sun, Jianyu Chen

Pages: 2327 - 2341

30) KL-DNAS: Knowledge Distillation-Based Latency Aware-Differentiable Architecture Search for Video Motion Magnification

Author(s): Jasdeep Singh, Subrahmanyam Murala, G. Sankara Raju Kosuru

Pages: 2342 - 2352

31) Advancing Spiking Neural Networks Toward Deep Residual Learning

Author(s): Yifan Hu, Lei Deng, Yujie Wu, Man Yao, Guoqi Li

Pages: 2353 - 2367

32) Compact Goal Representation Learning via Information Bottleneck in Goal-Conditioned Reinforcement Learning

Author(s): Qiming Zou, Einoshin Suzuki

Pages: 2368 - 2381

33) Interleaved Periodic Event-Triggered Communications-Based Distributed Formation Control for Cooperative Unmanned Surface Vessels

Author(s): Bin Zhou, Bing Huang, Yumin Su, Cheng Zhu

Pages: 2382 - 2394

34) Multiview Large Margin Distribution Machine

Author(s): Kun Hu, Yingyuan Xiao, Wenguang Zheng, Wenxin Zhu, Ching-Hsien Hsu

Pages: 2395 - 2409

35) MDEformer: Mixed Difference Equation Inspired Transformer for Compressed Video Quality Enhancement

Author(s): Mingjin Zhang, Haichen Bai, Wenteng Shang, Jie Guo, Yunsong Li, Xinbo Gao

Pages: 2410 - 2422

36) Transferability-Guided Cross-Domain Cross-Task Transfer Learning

Author(s): Yang Tan, Enming Zhang, Yang Li, Shao-Lun Huang, Xiao-Ping Zhang

Pages: 2423 - 2436

37) MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly Detection

Author(s): Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen

Pages: 2437 - 2450

38) Deeply Supervised Block-Wise Neural Architecture Search

Author(s): An Yang, Ying Liu, Chunguang Li, Qinyuan Ren

Pages: 2451 - 2464

39) SASAN: Shape-Adaptive Set Abstraction Network for Point-Voxel 3D Object Detection

Author(s): Hui Zhang, Guiyang Luo, Xiao Wang, Yidong Li, Weiping Ding, Fei-Yue Wang

Pages: 2465 - 2479

40) Hybrid Gromov–Wasserstein Embedding for Capsule Learning

Author(s): Pourya Shamsolmoali, Masoumeh Zareapoor, Swagatam Das, Eric Granger, Salvador García

Pages: 2480 - 2494

41) Analytical Uncertainty Propagation in Neural Networks

Author(s): Paul Jungmann, Julia Poray, Akash Kumar

Pages: 2495 - 2508

42) AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets

Author(s): Yuqing Zhao, Divya Saxena, Jiannong Cao

Pages: 2509 - 2522

43) MIT: Mutual Information Topic Model for Diverse Topic Extraction

Author(s): Rui Wang, Deyu Zhou, Haiping Huang, Yongquan Zhou

Pages: 2523 - 2537

44) Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation

Author(s): Shuang Li, Rui Zhang, Kaixiong Gong, Mixue Xie, Wenxuan Ma, Guangyu Gao

Pages: 2538 - 2550

45) Memory-Dependent Computation and Learning in Spiking Neural Networks Through Hebbian Plasticity

Author(s): Thomas Limbacher, Ozan Özdenizci, Robert Legenstein

Pages: 2551 - 2562

46) Multi-Instance Nonparallel Tube Learning

Author(s): Yanshan Xiao, Bo Liu, Zhifeng Hao

Pages: 2563 - 2577

47) FADngs: Federated Learning for Anomaly Detection

Author(s): Boyu Dong, Dong Chen, Yu Wu, Siliang Tang, Yueting Zhuang

Pages: 2578 - 2592

48) Learning to Predict Gradients for Semi-Supervised Continual Learning

Author(s): Yan Luo, Yongkang Wong, Mohan Kankanhalli, Qi Zhao

Pages: 2593 - 2607

49) Deep Reinforcement Learning-Based Multirestricted Dynamic-Request Transportation Framework

Author(s): Erdal Akin

Pages: 2608 - 2618

50) Reconstruction of Adaptive Leaky Integrate-and-Fire Neuron to Enhance the Spiking Neural Networks Performance by Establishing Complex Dynamics

Author(s): Quan Liu, Mincheng Cai, Kun Chen, Qingsong Ai, Li Ma

Pages: 2619 - 2633

51) Cycle-Refined Multidecision Joint Alignment Network for Unsupervised Domain Adaptive Hyperspectral Change Detection

Author(s): Jiahui Qu, Wenqian Dong, Yufei Yang, Tongzhen Zhang, Yunsong Li, Qian Du

Pages: 2634 - 2647

52) Capsule Networks With Residual Pose Routing

Author(s): Yi Liu, De Cheng, Dingwen Zhang, Shoukun Xu, Jungong Han

Pages: 2648 - 2661

53) Tensor Robust Kernel PCA for Multidimensional Data

Author(s): Jie Lin, Ting-Zhu Huang, Xi-Le Zhao, Teng-Yu Ji, Qibin Zhao

Pages: 2662 - 2674

54) Self-Supervised Random Forest on Transformed Distribution for Anomaly Detection

Author(s): Jiabin Liu, Huadong Wang, Hanyuan Hang, Shumin Ma, Xin Shen, Yong Shi

Pages: 2675 - 2689

55) CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition

Author(s): Zhiwen Xiao, Huagang Tong, Rong Qu, Huanlai Xing, Shouxi Luo, Zonghai Zhu, Fuhong Song, Li Feng

Pages: 2690 - 2704

56) Goal-Conditioned Hierarchical Reinforcement Learning With High-Level Model Approximation

Author(s): Yu Luo, Tianying Ji, Fuchun Sun, Huaping Liu, Jianwei Zhang, Mingxuan Jing, Wenbing Huang

Pages: 2705 - 2719

57) Universality and Approximation Bounds for Echo State Networks With Random Weights

Author(s): Zhen Li, Yunfei Yang

Pages: 2720 - 2732

58) Frequency Domain-Oriented Complex Graph Neural Networks for Graph Classification

Author(s): Youfa Liu, Bo Du

Pages: 2733 - 2746

59) Deep Reinforcement Learning for Nash Equilibrium of Differential Games

Author(s): Zhenyu Li, Yazhong Luo

Pages: 2747 - 2761

60) An Inexact Sequential Quadratic Programming Method for Learning and Control of Recurrent Neural Networks

Author(s): Adeyemi D. Adeoye, Alberto Bemporad

Pages: 2762 - 2776

61) Security and Safety-Critical Learning-Based Collaborative Control for Multiagent Systems

Author(s): Bing Yan, Peng Shi, Chee Peng Lim, Yuan Sun, Ramesh K. Agarwal

Pages: 2777 - 2788

62) KMT-PLL: K-Means Cross-Attention Transformer for Partial Label Learning

Author(s): Jinfu Fan, Linqing Huang, Chaoyu Gong, Yang You, Min Gan, Zhongjie Wang

Pages: 2789 - 2800

63) Graph Reasoning With Supervised Contrastive Learning for Legal Judgment Prediction

Author(s): Jiawei Wang, Yuquan Le, Da Cao, Shaofei Lu, Zhe Quan, Meng Wang

Pages: 2801 - 2815

64) Toward Balance Deep Semisupervised Clustering

Author(s): Yu Duan, Zhoumin Lu, Rong Wang, Xuelong Li, Feiping Nie

Pages: 2816 - 2828

65) Robust Low-Rank Latent Feature Analysis for Spatiotemporal Signal Recovery

Author(s): Di Wu, Zechao Li, Zhikai Yu, Yi He, Xin Luo

Pages: 2829 - 2842

66) Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation

Author(s): Giorgio Morales, John W. Sheppard

Pages: 2843 - 2853

67) Toward Less Constrained Macro-Neural Architecture Search

Author(s): Vasco Lopes, Luís A. Alexandre

Pages: 2854 - 2868

68) Learning Robust Predictive Control: A Spatial–Temporal Game Theoretic Approach

Author(s): Xindi Yang, Hao Zhang, Zhuping Wang, Shun-Feng Su

Pages: 2869 - 2880

69) Fully Spiking Actor Network With Intralayer Connections for Reinforcement Learning

Author(s): Ding Chen, Peixi Peng, Tiejun Huang, Yonghong Tian

Pages: 2881 - 2893

70) A Hybrid of Generative and Discriminative Models Based on the Gaussian-Coupled Softmax Layer

Author(s): Hideaki Hayashi

Pages: 2894 - 2904

71) An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate

Author(s): Cheng-Hong Yang, Sin-Hua Moi, Li-Yeh Chuang, Yu-Da Lin

Pages: 2905 - 2916

72) Deep Multiview Module Adaption Transfer Network for Subject-Specific EEG Recognition

Author(s): Weigang Cui, Yansong Xiang, Yifan Wang, Tao Yu, Xiao-Feng Liao, Bin Hu, Yang Li

Pages: 2917 - 2930

73) Achieving Sharp Upper Bounds on the Expressive Power of Neural Networks via Tropical Polynomials

Author(s): Zhiwei Li, Cheng Wang

Pages: 2931 - 2945

74) Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression

Author(s): Junwei Duan, Shiyi Yao, Jiantao Tan, Yang Liu, Long Chen, Zhen Zhang, C. L. Philip Chen

Pages: 2946 - 2957

75) Virtual Classification: Modulating Domain-Specific Knowledge for Multidomain Crowd Counting

Author(s): Mingyue Guo, Binghui Chen, Zhaoyi Yan, Yaowei Wang, Qixiang Ye

Pages: 2958 - 2972

76) Conformal Loss-Controlling Prediction

Author(s): Di Wang, Ping Wang, Zhong Ji, Xiaojun Yang, Hongyue Li

Pages: 2973 - 2983

77) Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning

Author(s): Wenxuan Ma, Xing Yan, Kun Zhang

Pages: 2984 - 2998

78) Hyperspectral Image Super Resolution With Real Unaligned RGB Guidance

Author(s): Zeqiang Lai, Ying Fu, Jun Zhang

Pages: 2999 - 3011

79) Masked Spatial–Spectral Autoencoders Are Excellent Hyperspectral Defenders

Author(s): Jiahao Qi, Zhiqiang Gong, Xingyue Liu, Chen Chen, Ping Zhong

Pages: 3012 - 3026

80) ViT-MVT: A Unified Vision Transformer Network for Multiple Vision Tasks

Author(s): Tao Xie, Kun Dai, Zhiqiang Jiang, Ruifeng Li, Shouren Mao, Ke Wang, Lijun Zhao

Pages: 3027 - 3041

81) Allosteric Feature Collaboration for Model-Heterogeneous Federated Learning

Author(s): Baoyao Yang, Pong C. Yuen, Yiqun Zhang, An Zeng

Pages: 3042 - 3056

82) Multiprior Learning Via Neural Architecture Search for Blind Face Restoration

Author(s): Yanjiang Yu, Puyang Zhang, Kaihao Zhang, Wenhan Luo, Changsheng Li

Pages: 3057 - 3070

83) SOSNet: Real-Time Small Object Segmentation via Hierarchical Decoding and Example Mining

Author(s): Wang Liu, Xudong Kang, Puhong Duan, Zhuojun Xie, Xiaohui Wei, Shutao Li

Pages: 3071 - 3083

84) Self-Constructing Chebyshev Fuzzy Neural Complementary Sliding Mode Control and its Application

Author(s): Juntao Fei, Lei Zhang, Yunmei Fang

Pages: 3084 - 3097

85) CORE: CORrelation-Guided Feature Enhancement for Few-Shot Image Classification

Author(s): Jing Xu, Xinglin Pan, Jingquan Wang, Wenjie Pei, Qing Liao, Zenglin Xu

Pages: 3098 - 3110

86) MG-SIN: Multigraph Sparse Interaction Network for Multitask Stance Detection

Author(s): Heyan Chai, Jinhao Cui, Siyu Tang, Ye Ding, Xinwang Liu, Binxing Fang, Qing Liao

Pages: 3111 - 3125

87) Distributed Adaptive Flocking Control for Large-Scale Multiagent Systems

Author(s): Shawon Dey, Hao Xu

Pages: 3126 - 3135

88) Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging

Author(s): Ziyuan Yang, Wenjun Xia, Zexin Lu, Yingyu Chen, Xiaoxiao Li, Yi Zhang

Pages: 3136 - 3150

89) Factorization Vision Transformer: Modeling Long-Range Dependency With Local Window Cost

Author(s): Haolin Qin, Daquan Zhou, Tingfa Xu, Ziyang Bian, Jianan Li

Pages: 3151 - 3164

90) Intralayer Synchronization and Interlayer Quasisynchronization in Multiplex Networks of Nonidentical Layers

Author(s): Yujuan Han, Wenlian Lu, Tianping Chen

Pages: 3165 - 3174

91) EM-Trans: Edge-Aware Multimodal Transformer for RGB-D Salient Object Detection

Author(s): Geng Chen, Qingyue Wang, Bo Dong, Ruitao Ma, Nian Liu, Huazhu Fu, Yong Xia

Pages: 3175 - 3188

92) Toward High-Accuracy and Low-Latency Spiking Neural Networks With Two-Stage Optimization

Author(s): Ziming Wang, Yuhao Zhang, Shuang Lian, Xiaoxin Cui, Rui Yan, Huajin Tang

Pages: 3189 - 3203

93) Federated Discriminative Representation Learning for Image Classification

Author(s): Yupei Zhang, Yifei Wang, Yuxin Li, Yunan Xu, Shuangshuang Wei, Shuhui Liu, Xuequn Shang

Pages: 3204 - 3217

94) Subgraph Propagation and Contrastive Calibration for Incomplete Multiview Data Clustering

Author(s): Zhibin Dong, Jiaqi Jin, Yuyang Xiao, Bin Xiao, Siwei Wang, Xinwang Liu, En Zhu

Pages: 3218 - 3230

95) A Unified and Biologically Plausible Relational Graph Representation of Vision Transformers

Author(s): Yuzhong Chen, Zhenxiang Xiao, Yu Du, Lin Zhao, Lu Zhang, Zihao Wu, Dajiang Zhu, Tuo Zhang, Dezhong Yao, Xintao Hu, Tianming Liu, Xi Jiang

Pages: 3231 - 3243

96) Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network

Author(s): Wenxuan Tu, Bin Xiao, Xinwang Liu, Sihang Zhou, Zhiping Cai, Jieren Cheng

Pages: 3244 - 3257

97) DVSRNet: Deep Video Super-Resolution Based on Progressive Deformable Alignment and Temporal-Sparse Enhancement

Author(s): Qiang Zhu, Feiyu Chen, Shuyuan Zhu, Yu Liu, Xue Zhou, Ruiqin Xiong, Bing Zeng

Pages: 3258 - 3272

98) Active Learning for Handling Missing Data

Author(s): Alaa Tharwat, Wolfram Schenck

Pages: 3273 - 3287

99) eVAE: Evolutionary Variational Autoencoder

Author(s): Zhangkai Wu, Longbing Cao, Lei Qi

Pages: 3288 - 3299

100) Tuned Compositional Feature Replays for Efficient Stream Learning

Author(s): Morgan B. Talbot, Rushikesh Zawar, Rohil Badkundri, Mengmi Zhang, Gabriel Kreiman

Pages: 3300 - 3314

101) PAFormer: Anomaly Detection of Time Series With Parallel-Attention Transformer

Author(s): Ningning Bai, Xiaofeng Wang, Ruidong Han, Qin Wang, Zinian Liu

Pages: 3315 - 3328

102) Attentive Learning Facilitates Generalization of Neural Networks

Author(s): Shiye Lei, Fengxiang He, Haowen Chen, Dacheng Tao

Pages: 3329 - 3342

103) DSFedCon: Dynamic Sparse Federated Contrastive Learning for Data-Driven Intelligent Systems

Author(s): Zhengming Li, Jiahui Chen, Peifeng Zhang, Huiwu Huang, Guanbin Li

Pages: 3343 - 3355

104) Semantic Consistency Reasoning for 3-D Object Detection in Point Clouds

Author(s): Wenwen Wei, Ping Wei, Zhimin Liao, Jialu Qin, Xiang Cheng, Meiqin Liu, Nanning Zheng

Pages: 3356 - 3369

105) DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization

Author(s): Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Weiming Dong, Changsheng Xu

Pages: 3370 - 3383

106) LR Aerial Photo Categorization by Cross-Resolution Perceptual Knowledge Propagation

Author(s): Yi Li, Luming Zhang, Lin Shao

Pages: 3384 - 3395

107) Robust Decoding of Rich Dynamical Visual Scenes With Retinal Spikes

Author(s): Zhaofei Yu, Tong Bu, Yijun Zhang, Shanshan Jia, Tiejun Huang, Jian K. Liu

Pages: 3396 - 3409

108) MCMC: Multi-Constrained Model Compression via One-Stage Envelope Reinforcement Learning

Author(s): Siqi Li, Jun Chen, Shanqi Liu, Chengrui Zhu, Guanzhong Tian, Yong Liu

Pages: 3410 - 3422

109) Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks With Soft-Thresholding

Author(s): Chunyan Xiong, Chaoxing Zhang, Mengli Lu, Xiaotong Yu, Jian Cao, Zhong Chen, Di Guo, Xiaobo Qu

Pages: 3423 - 3435

110) Boosting Convolutional Neural Networks With Middle Spectrum Grouped Convolution

Author(s): Zhuo Su, Jiehua Zhang, Tianpeng Liu, Zhen Liu, Shuanghui Zhang, Matti Pietikäinen, Li Liu

Pages: 3436 - 3449

111) Imbalance Mitigation for Continual Learning via Knowledge Decoupling and Dual Enhanced Contrastive Learning

Author(s): Zhong Ji, Zhanyu Jiao, Qiang Wang, Yanwei Pang, Jungong Han

Pages: 3450 - 3463

112) Multilevel Contrastive Graph Masked Autoencoders for Unsupervised Graph-Structure Learning

Author(s): Sichao Fu, Qinmu Peng, Yang He, Xiaorui Wang, Bin Zou, Duanquan Xu, Xiao-Yuan Jing, Xinge You

Pages: 3464 - 3478

113) Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees

Author(s): Liao Zhu, Qinglai Wei, Ping Guo

Pages: 3479 - 3489

114) Parallel Solution of Nonlinear Projection Equations in a Multitask Learning Framework

Author(s): Dawen Wu, Abdel Lisser

Pages: 3490 - 3503

115) An Off-Policy Reinforcement Learning-Based Adaptive Optimization Method for Dynamic Resource Allocation Problem

Author(s): Baiyang He, Ying Meng, Lixin Tang

Pages: 3504 - 3518

116) Redundancy is Not What You Need: An Embedding Fusion Graph Auto-Encoder for Self-Supervised Graph Representation Learning

Author(s): Mengran Li, Yong Zhang, Shaofan Wang, Yongli Hu, Baocai Yin

Pages: 3519 - 3533

117) Novel Snap-Layer MMPC Scheme via Neural Dynamics Equivalency and Solver for Redundant Robot Arms With Five-Layer Physical Limits

Author(s): Zanyu Tang, Yunong Zhang, Liangjie Ming

Pages: 3534 - 3546

118) Self-Supervised Lie Algebra Representation Learning via Optimal Canonical Metric

Author(s): Xiaohan Yu, Zicheng Pan, Yang Zhao, Yongsheng Gao

Pages: 3547 - 3558

119) Knowledge Distillation Guided Interpretable Brain Subgraph Neural Networks for Brain Disorder Exploration

Author(s): Xuexiong Luo, Jia Wu, Jian Yang, Hongyang Chen, Zhao Li, Hao Peng, Chuan Zhou

Pages: 3559 - 3572

120) Finite-Time Adaptive Dynamic Programming for Affine-Form Nonlinear Systems

Author(s): Longjie Zhang, Yong Chen

Pages: 3573 - 3586

121) SARF: Aliasing Relation–Assisted Self-Supervised Learning for Few-Shot Relation Reasoning

Author(s): Lingyuan Meng, Ke Liang, Bin Xiao, Sihang Zhou, Yue Liu, Meng Liu, Xihong Yang, Xinwang Liu, Jinyan Li

Pages: 3587 - 3597

122) Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model With Long Memory

Author(s): Hejia Qiu, Chao Li, Ying Weng, Zhun Sun, Qibin Zhao

Pages: 3598 - 3607

123) Synchronization in Coupled Neural Networks With Hybrid Delayed Impulses: Average Impulsive Delay-Gain Method

Author(s): Kangping Gao, Jianquan Lu, Wei Xing Zheng, Xiangyong Chen

Pages: 3608 - 3617

124) Memristor-Based Neural Network Circuit of Associative Memory With Overshadowing and Emotion Congruent Effect

Author(s): Junwei Sun, Yu Zhai, Peng Liu, Yanfeng Wang

Pages: 3618 - 3630

125) GT-HAD: Gated Transformer for Hyperspectral Anomaly Detection

Author(s): Jie Lian, Lizhi Wang, He Sun, Hua Huang

Pages: 3631 - 3645

126) Deep Multiview Clustering by Pseudo-Label Guided Contrastive Learning and Dual Correlation Learning

Author(s): Shizhe Hu, Chengkun Zhang, Guoliang Zou, Zhengzheng Lou, Yangdong Ye

Pages: 3646 - 3658

127) Efficient Predefined-Time Adaptive Neural Networks for Computing Time-Varying Tensor Moore–Penrose Inverse

Author(s): Zhaohui Qi, Yingqiang Ning, Lin Xiao, Zidong Wang, Yongjun He

Pages: 3659 - 3670

128) Joint State and Unknown Input Estimation for a Class of Artificial Neural Networks With Sensor Resolution: An Encoding–Decoding Mechanism

Author(s): Yuxuan Shen, Zidong Wang, Hongli Dong, Hongjian Liu, Xiaohui Liu

Pages: 3671 - 3681

129) Convergence-Rate-Based Event-Triggered Mechanisms for Quasi-Synchronization of Delayed Nonlinear Systems on Time Scales

Author(s): Peng Wan, Zhigang Zeng

Pages: 3682 - 3692

130) Controllability of N-Duplication Corona Product Networks With Laplacian Dynamics

Author(s): Bo Liu, Xuan Li, Junjie Huang, Housheng Su

Pages: 3693 - 3707

131) Anchor Graph Network for Incomplete Multiview Clustering

Author(s): Yulu Fu, Yuting Li, Qiong Huang, Jinrong Cui, Jie Wen

Pages: 3708 - 3719

132) A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL Prediction

Author(s): Lei Ren, Haiteng Wang, Tingyu Mo, Laurence T. Yang

Pages: 3720 - 3729

133) Cognition-Driven Structural Prior for Instance-Dependent Label Transition Matrix Estimation

Author(s): Ruiheng Zhang, Zhe Cao, Shuo Yang, Lingyu Si, Haoyang Sun, Lixin Xu, Fuchun Sun

Pages: 3730 - 3743

134) EaLDL: Element-Aware Lifelong Dictionary Learning for Multimode Process Monitoring

Author(s): Keke Huang, Hengxing Zhu, Dehao Wu, Chunhua Yang, Weihua Gui

Pages: 3744 - 3757

135) Partial Multilabel Learning Using Noise-Tolerant Broad Learning System With Label Enhancement and Dimensionality Reduction

Author(s): Wenbin Qian, Yanqiang Tu, Jintao Huang, Wenhao Shu, Yiu-Ming Cheung

Pages: 3758 - 3772

136) Fault-Tolerant Attitude Tracking Control Driven by Spiking NNs for Unmanned Aerial Vehicles

Author(s): Wei Yu, Ning Yang, Zhijiong Wang, Hung Chun Li, Anguo Zhang, Chaoxu Mu, Sio Hang Pun

Pages: 3773 - 3785

137) Label Distribution Learning by Partitioning Label Distribution Manifold

Author(s): Jing Wang, Jianhui Lv, Xin Geng

Pages: 3786 - 3796

138) Anchor-Sharing and Cluster-Wise Contrastive Network for Multiview Representation Learning

Author(s): Weiqing Yan, Yuanyang Zhang, Chang Tang, Wujie Zhou, Weisi Lin

Pages: 3797 - 3807

139) Shielded Planning Guided Data-Efficient and Safe Reinforcement Learning

Author(s): Hao Wang, Jiahu Qin, Zhen Kan

Pages: 3808 - 3819

140) Adaptive Sparse Memory Networks for Efficient and Robust Video Object Segmentation

Author(s): Jisheng Dang, Huicheng Zheng, Xiaohao Xu, Longguang Wang, Qingyong Hu, Yulan Guo

Pages: 3820 - 3833

141) Sign-Based Gradient Descent With Heterogeneous Data: Convergence and Byzantine Resilience

Author(s): Richeng Jin, Yuding Liu, Yufan Huang, Xiaofan He, Tianfu Wu, Huaiyu Dai

Pages: 3834 - 3846

142) An End-to-End Deep Graph Clustering via Online Mutual Learning

Author(s): Ziheng Jiao, Xuelong Li

Pages: 3847 - 3854

143) On the Size and Width of the Decoder of a Boolean Threshold Autoencoder

Author(s): Tatsuya Akutsu, Avraham A. Melkman

Pages: 3855 - 3862

144) Learning Cross-Domain Features With Dual-Path Signal Transformer

Author(s): Lei Zhai, Yitong Li, Zhixi Feng, Shuyuan Yang, Hao Tan

Pages: 3863 - 3869

145) Data-Driven Safe Policy Optimization for Black-Box Dynamical Systems With Temporal Logic Specifications

Author(s): Chenlin Zhang, Shijun Lin, Hao Wang, Ziyang Chen, Shaochen Wang, Zhen Kan

Pages: 3870 - 3877

146) Convergence Analysis on Trace Ratio Linear Discriminant Analysis Algorithms

Author(s): Qiaolin Ye, Jie Yang, Hao Zheng, Liyong Fu

Pages: 3878 - 3881