Complex and Intelligent Systems, Volume 12, Issue 10, October 2026

1) VMS: hierarchical vision mamba for text-guided stylization

Author(s): Shengchang Luo, Zhixiong Chen, Yiru Zhang

2) Edge-efficient AI for acoustic channel estimation in resource-constrained subsurface IoT systems

Author(s): Heyun Lin, Bowen Xue, Lei Yang

3) Cascaded deep neural network framework for fixed-wing UAVs maneuvering simulation model

Author(s): Weilong Yang, Ye Ji, Xunyun Liu

4) Reinforcement learning-based adaptive particle swarm optimization

Author(s): Genggeng Liu, Xuehui Su, Ye Tian

5) Eagle: three-level entropy-driven object detection via mmWave radar and camera fusion

Author(s): Ling Xing, Rongrong Wang, Huahong Ma

6) CDM-CSNet: a conditional diffusion model-based image compressive sensing reconstruction network

Author(s): Yijing Wang, Zhijie Zhang, Xiumei Li

7) CET-Track: exploring fine-grained information enhancement for visual-language object tracking

Author(s): Wenchao Kang, Yueping Peng, Liming Hou

8) Distributed biconnectivity-preserving flocking with fast obstacle avoidance for UAV swarms

Author(s): Jiaxin Li, Tong Duan, Zehan Zhai

9) ABD-CLIP: anomaly-aware bidirectional CLIP with temporal graph-former for weakly supervised video anomaly detection

Author(s): Yaqi Kang, Liujie Hua, Xiyu Tan

10) Electro-textile smart chair cover for multi-class office sitting posture recognition: subject-independent and cross-chair validation with mobile IoMT feedback

Author(s): Huseyin Coskun

11) FESS-Grasp: a feature enhancement and segmentation sampling based framework for high generalization 6-DoF grasping pose estimation

Author(s): Yunhan Lin, Shiyu Nie, Huasong Min

12) Sugeno–Weber based WASPAS in Fermatean neutrosophic structure

Author(s): Kah Lun Wang, Abedallah Al-shboul, Khaleed Alhazaymeh

13) EduChatQA: curriculum-aware hybrid retrieval and teacher-aligned prompting for textbook-grounded educational QA

Author(s): Jingqiang Guan, Jialu Li, Jingyuan Li

Tuesday, July 14, 2026

Complex & Intelligent Systems, Volume 12, Issue 7, July 2026

1) SpikingMotionFormer: a neuromorphic transformer architecture for low-power recognition of traditional ethnic sports movements

Author(s): Binggang Zhang, Jiacheng Wang, Yang Li

2) Nano-GICP tightly-coupled LIO SLAM with graph optimization

Author(s): Qingyong Zhang, Zhennan Lin, Chengye Lin

3) SAR-ERL: an evolutionary reinforcement learning optimization method based on state–action co-representation embedding

Author(s): Jinchao Li, Guowei Shen, Yunhe Cui

4) HL-MPT: multimodal prototype-guided transformer for hard-landing causal analysis

Author(s): Leming Wu, Riquan Zhang, Yi Wang

5) Electric van-based robot location-routing problem considering mobile charging and split delivery

Author(s): Yi Liu

6) Multimodal emergency vehicle prioritization through vision–audio fusion and attention-enhanced deep learning for smart traffic signal control

Author(s): Vijay U. Rathod, Rohit Shitole, Jibitesh Kumar Panda

7) Trustworthy AI for radar vital signs: detecting and mitigating gender bias in healthcare

Author(s): Nour Ghadban, Jonathan Cooper, Julien Le Kernec

8) FactorMoE: a framework with mixture-of-experts and attention to dynamically combine alpha factors in quantitative investment

Author(s): Zeyu Zheng, Chengji Zhang, Xiaoshuai Zhang

9) Adaptive spatio-temporal graphs with self-supervised pretraining for multi-horizon weather forecasting

Author(s): Yao Liu

10) An L_2,1-regularized cascaded broad learning framework for robust anomaly detection in complex industrial metrology

Author(s): Jianghao Lin, Zongze Wu, Aimin Yang

11) Quantitative evaluation of coal mine dust based on image quality assessment and meta-learning

Author(s): Xingge Guo, Fazhan Yang, Jie Gao

12) Dynamic Mamba with contextual prototypes and point diffusion for weakly supervised segmentation of colorectal cancer pathology images

Author(s): Pei Wang, Jiansong Fan, Wei Chu

13) MoELLA-GNN: a hybrid graph neural framework with reinforcement learning path sampling and expert mixtures

Author(s): Bo Peng, Huan Xu, Xiangjiu Che

14) GLFormer: a hierarchical cross-layer transformer decoding framework with global–local feature collaboration for video action recognition

Author(s): Hanbo Wu, Xin Ma, Rui Song

15) A 3D dynamic window approach with receding horizon optimization for real-time UAV path planning

Author(s): Lingfeng Hu, Jianwei Ma, Shaofei Zang

Thursday, April 16, 2026

Complex & Intelligent Systems, Volume 12, Issue 4, April 2026

1) AI-native cloud-edge orchestration for 6G metaverse networks: an LLM-guided multi-agent DRL approach

Author(s): Daniel Ayepah-Mensah, Amine Kidane Ghebreziabiher, Jamal Bentahar

2) RAMAR: retrieval-augmented multi-agent reasoning for zero-shot sarcasm detection

Author(s): Congyin Hu, Shuang Cao, Fengjiao Jiang

3) An improved large neighborhood search algorithm for solving dynamic pickup and delivery problems

Author(s): Qingxia Shang, Yuanji Ming, Liang Feng

4) Efficient person re-identification via progressive filter pruning and body part-aware feature learning

Author(s): Anusha Jayasimhan, A. Vijaya Lakshmi, Thompson Stephan

5) SCPM: monocular 3D object detection with spatiotemporal consistent pseudo-labels module

Author(s): Yujing Wang, Abdul Hadi Abd Rahman, Fadilla Atyka Nor Rashid

6) A synergistic engine paradigm for real-time, context-aware decision-making: integrating declarative processes and event streams

Author(s): Leo Poss, Stefan Schönig

7) An unsupervised subdomain adaptation framework with self-attention and margin-aware weighting for gear fault diagnosis

Author(s): Chuanying Li, Qing Gong, Zhuoyu Yu

8) A multi agent collaborative framework for style guided knowledge reorganization of scientific source texts

Author(s): Yao Zheng, Lei Guo, Ge Zhu

9) Dagnet: dual-axis attention and grouped normalization for enhanced CLIP-based weakly supervised semantic segmentation

Author(s): Xiaoyan Shao, Xiaoming Bai, Zhenhao Zhao

10) Privacy-adaptive end-to-end federated learning framework with self-learning differential privacy and personalized optimization for secure healthcare intelligence

Author(s): K. M. Kirupa Shankar, V. Santhi

11) FATSNet: transformer-based skip network with frequency attention for remote sensing image super-resolution

Author(s): Yan Huo, Shuang Gang, Xiaoxue Sun

12) Ghost-free high dynamic range imaging under degradation with PINet

Author(s): Zhou Gong, Weiyu Zhou

13) Causality-driven multi-stage physics-informed neural networks for high-fidelity simulation of key variable fields in industrial reactors

Author(s): Xiaoxue Liang, Kuangrong Hao, He Ding

14) TR_Unet: a residual-enhanced U-Net for robust tongue image segmentation in complex conditions

Author(s): Dongsheng Ji, Penghao Chao, Wenhao Fan

15) ReGAIN: a reinforcement-enhanced generative AI framework for intelligent intrusion detection in IoT networks

Author(s): Aymin Javed, Nadeem Javaid, Jin-Ghoo Choi

16) Deep learning aided intelligent signal recognition for backscatter based metamaterial passive Internet of Things system

Author(s): Tianyuan Nie, Wenhao Zheng, Pei Xiao

17) PoseRWGCN: an attention-free dual-stream RWKV–GCN architecture for real-time 3D human pose estimation

Author(s): Lintao Song, Dezheng Cao, Xinye Ni

18) CALENDAR+: in-context contrastive learning for temporal knowledge graph reasoning

Author(s): Xingyi Li, Jiapeng Wang, Sen Su

19) ET-KAN: an energy-based transformer model with Kolmogorov–Arnold network for image reconstruction

Author(s): Chiara Marullo, Giuseppe Buonaiuto, Massimo Esposito

Thursday, April 2, 2026

Complex & Intelligent Systems, Volume 12, Issue 3, March 2026

1) Intelligent collaboration: a predictive neural network for dynamic rescheduling in robotic cells

Author(s): Matthias Bues, Maurizio Faccio, Benjamin Wingert

2) Affine non-negative collaborative representation based pattern classification

Author(s): He-Feng Yin, Xiao-Jun Wu, Zi-Qi Li

3) 51% attack vulnerability of nascent blockchains: a comprehensive review

Author(s): Buti Sello, Jianming Yong, Xiaohui Tao

4) Efficient multilingual spam detection on resource-constrained devices: a comparative analysis of QLoRA fine-tuning of Gemma 3, Qwen 3, and Llama 3.2 models

Author(s): Hamza Rauf, Umair Khan, Aurang Zaib

5) A dynamic auxiliary task construction-based evolutionary multitasking algorithm for large-scale multiobjective optimization

Author(s): Jing Jiang, Pingping Tong, Benyue Su

6) Explainable multimodal hand gesture recognition using time-series image fusion and deep residual learning

Author(s): Shengyong Qiu, Liangjing Su, Yinan Zhong

7) A hybrid multi-stage optimization approach for multi-vehicle motion planning problems with lane changing

Author(s): Long Xiao, Ping Liu, Wenyan Ci

8) On circular p,q-quasirung orthopair fuzzy sets with their aggregation operators and application to green supplier selection

Author(s): Mehboob Ali, Yasir Akhtar, Miin-Shen Yang

9) CF-STAR: Highly compressible adapters for model merging via centralized task vectors

Author(s): Jialin Wu, Jian Yang, Zhiyong Yu

10) Kernelized fuzzy C means with recurrent convolutional network for brain tumor detection and classification from 3D MRI image

Author(s): V. Anitha

11) SFX-GAN: sustainable and explainable multi-modal spectral fusion for image dehazing in complex systems

Author(s): Pulkit Dwivedi, Vishakha Agarwal, Akram Bennour

12) Compressed action matrix: one-shot human action recognition using skeleton path data structure

Author(s): Mohammad Hassan Ranjbar, Ali AbdiJu Hong Park

13) A flexible linear temporal logic-based data inference architecture for industrial process prediction

Author(s): Xu Huo, Ruyu Liu, Xiufeng Liu

14) Semcm: semantic enhancement and multi-center modeling for maize leaf disease recognition

Author(s): Shiyi Tian, Jinxia Shang

15) Vision-tactile guided text generation using a lightweight transformer decoder for enhancing accessibility of the visually impaired

Author(s): Raniyah Wazirali

16) Cross-corpus language-independent speech emotion recognition using hybrid deep learning framework

Author(s): Ahmad Almadhor, Salem Belhaj, Iryna Ivanochko

17) A general learning rate improvement strategy for deep neural networks training

Author(s): Tingting Wu, Qingwei Dong, Manxue Guo

18) Improving efficiency of general surgery department by dynamic surgical scheduling with emergency uncertainty

Author(s): Yixin Tong, Zhi Li, Haixin Li

19) Multi-tier dynamic storage of KV cache for LLM inference under resource-constrained conditions

Author(s): Junliang Wang, Jiaqi Hu, Xiancheng Lin

20) An AI based framework using Aquila-optimized capsule network for radar object detection

Author(s): Aymin Javed, Nadeem Javaid, Abdul Khader Jilani Saudagar

21) Adaptive cooperative fencing and dynamic reorganization control of UAV swarm for multiple maneuvering targets

Author(s): Hao Yu, Xiu-xia Yang, Yi Zhang

22) Attention-enhanced safe reinforcement learning for metaverse user perception utility optimization in edge metaverse services

Author(s): Ziyue Wang, Ruidong Li, Dusit Niyato

23) TPSformer: knowledge graph representation learning with text and position structure for link prediction

Author(s): Yi Liu, Qingwang Wang, Tao Shen

24) Evolutionary multitask optimization with online knowledge transfer and probabilistic outlier detection

Author(s): Mengqi Gao, Ruilin Wang

25) UniMTES: a unified framework with trait-description-aware for multi-trait essay scoring

Author(s): Jingbo Sun, Weiming Peng, Jihua Song

26) Variational autoencoder-based spatio-temporal disentanglement for link prediction in dynamic graph

Author(s): Peng You, Shurui Xu, Jiapin Ren

27) Scientific symbol input assistant leveraging LLM-augmented hybrid neural prediction model

Author(s): Hao Ming, Xinguo Yu, Zhenquan Shen

28) Multi-agent collaborative incremental implicit mapping based on topological communication protocol

Author(s): Pan Li, Yilin Zheng, Zhigong Song

29) A new fault diagnosis model for complex systems based on interpretable belief rule base with fault tree analysis

Author(s): Bingxin Liu, Xiaoyu Cheng, Guohui Zhou

30) A decomposition-based Q-learning enhanced evolutionary algorithm for the transportation-assembly collaborative optimization problem

Author(s): Tong Hang, Zi-Qi Zhang, Jian-Bo Yang

31) Multi-scale tree-guided contrastive learning for structure-aware graph representation

Author(s): Jiajie Du, Lu Peng, Yonghang Wang

32) FIR-SDE: fast image restoration via mean-reverting stochastic differential equation

Author(s): Xin Shi, Zhengchao Xu, Wenhui Zhang

Wednesday, February 25, 2026

Complex & Intelligent Systems, Volume 12, Issue 2, February 2026

1) I2D-SGG: scene graph generation via joint modeling of intra- and inter-relationship dependencies

Author(s): Juan Lei, Jiangpeng Tian, Zhiwei He

2) A chord-controlled transformer for controllable and coherent music generation

Author(s): Zhiqiang Gao

3) Deep recommendation algorithm based on reviews and descriptions neural matrix factorization under cold-start

Author(s): Kechao Li, Nor Ashikin Mohamad Kamal

4) Semantic utility-driven client selection for task-oriented split federated learning

Author(s): Zepei Liu, Zhigang Jin, Xiaodong Wu

5) A Fast Multi-AUV Multi-Regional Coverage Path Planner in Coverage Tasks Based on Co-evolution

Author(s): Chang Cai, Yuchen Liu, Lei Cai

6) An improved lightweight irrigation canal segmentation network with direction perception for agricultural UAVs

Author(s): Jianjun Ni, Zheng Gong, Simon X. Yang

7) ASOI: anomaly separation and overlap index, an internal evaluation metric for unsupervised anomaly detection

Author(s): Jiyan Salim Mahmud, Zakarya Farou, Imre Lendák

8) FBCCNet: a Bayesian perspective of federated learning with crowdsourced annotations on client side

Author(s): Hangyu Zhu, Xilu Wang, Yaochu Jin

9) Credit risk prediction and heterogeneity analysis for SMEs based on large language models and multimodal data fusion

Author(s): Chuanhe Shen, Wenjing Pan, Xu Shen

10) Bayesian-Optimized Ensemble Models for Predicting Steel Mechanical Properties

Author(s): Suyang Wang, Qingqi Zhu, Fang Dong

11) NIM-STGCN: Differentiable motion decomposition for egocentric pedestrian trajectory prediction

Author(s): Fangtao Qin, Bin Fang, Yi Wang

12) Mismatching points rejection in multi-modal super-wide field-of-view infrared distorted image registration with global selection-preserving matching

Author(s): Fuyu Huang, Jun Zou, Dongdong Shi

13) AuDiffusion: multi-agent controlled text-to-image generation with attention-enhanced mamba blocks

Author(s): Dezhi An, Wanyao Zhang, Jun Lu

14) COLIN: complementary and competitive balanced learning network for multi-modal multi-label emotion recognition

Author(s): Xiaoyu Liu, Ting Wang, Xiaowen Zhang

15) Ulcod-net: an ultra-lightweight camouflage object detection framework with gated multi-level feature fusion and dual-constraint refinement

Author(s): He Xiao, Ziyang Liu, Liping Deng

16) IRG-ResNet: distillation model for corn disease recognition

Author(s): Shaoqiu Zhu, Lujie Bai, Haitao Gao

17) StockCI: a hybrid model integrating CEEMDAN and informer for enhanced long-term stock price forecasting

Author(s): Mo-Ce Gao

18) Physics-informed neural network and momentum contrastive learning for battery state of health estimation

Author(s): Jiwoo Jung, Yipene Cedric Francois Bassole, Yunsick Sung

19) PHOENIX: A Hybrid Metaheuristic Framework for Multi-UAV Collaborative Trajectory Planning in Complex Three-Dimensional Environments

Author(s): Ershen Wang, Haolong Xu, Fan Li

20) Llm-ga: A gradient-based multi-label adversarial attack by large language models

Author(s): Yujiang Liu, Yamin Hu, Wenjian Luo

21) MAAN: multi-scale atrous attention network for skin lesion segmentation

Author(s): Yang Lian, Ruizhi Han, Jin Zhou

22) Adaptive exploration and temporal attention in reinforcement learning for autonomous air combat decision making

Author(s): Xiang Wu, Junzhe Jiang, Xueyun Chen

23) Fishing vessel behavior pattern recognition using AIS sub-trajectory prototype learning based on Gramian Angular Field

Author(s): Songtao Hu, Guanyu Chen, Xiaokang Wang

24) Organfit: a multi-scale convolutional model with ellipse fitting for organoid identification

Author(s): Le Tong, Xinran Li, Wei Du

25) Grouping via sensitivity analysis evolutionary algorithm for high-dimensional expensive multi-objective optimization

Author(s): Weichao Chen, Ziyang Li, Yonglin Pu

26) A real-time mobile solution for shoe try-on using foot pose estimation and 3D processing techniques

Author(s): Nguyen Hoang Vu, Tran Van Duc, Nguyen Tien Dat

27) Semantic segmentation assisted deep ensemble feature learning model for skin-cancer detection and classification: SDENet

Author(s): Ch. Srilakshmi, N. Ramakrishnaiah, E. Laxmi Lydia

28) FieldVMC: an asynchronous model and platform for self-organising morphogenesis of artificial structures

Author(s): Angela Cortecchia, Giovanni Ciatto, Danilo Pianini

29) Real-time fault detection in multirotor UAVs using lightweight deep learning and high-fidelity simulation data with single and double fault magnitudes

Author(s): Md. Najmul Mowla, Davood Asadi, Ferdous Sohel

30) SRL: A segmented reinforcement learning framework for long sequence layout decisions

Author(s): Jie Yang, Jian Chen, Bin Yan

31) Decoding digital footprints: user re-identification through mobility pattern decomposition and collaborative fusion

Author(s): Yu Lu, Bin Wang, Botao Jiang

32) Adaptive event triggering asynchronous control for interval type-2 fuzzy Markov jump systems with uncertainties and deception attacks

Author(s): A. Chandrasekar, Wen-Jer Chang, Muhammad Shamrooz Aslam

33) Denoised generative fusion networks for noise-robust few-shot image classification

Author(s): Jiaying Wu, Jingyu Chen, Hui Li

Thursday, February 5, 2026

Complex & Intelligent Systems, Volume 12, Issue 1, January 2026

1) STRNet: dual-branch synergistic network with interactive fusion for remote sensing semantic segmentation

Author(s): Minjun Zhai, Donghua Chen, Xing Guo

2) Enhancing image captioning with spatial relational attention and grid decoder

Author(s): Xin Deng, Yihuan Zhu, Honghua Xu

3) Adaptive task transition framework assisted evolutionary multitasking for constrained multi-objective optimization

Author(s): Xianpeng Sun, Xiaochuan Gao, Qianlong Dang

4) Toward safe and efficient shield tunneling: counterfactual reinforcement learning based multi-subsystem collaborative optimization

Author(s): Jing Lu, Min Hu, WenBo Zhou

5) GDA-RoadSeg: an improved road segmentation network with gated depthwise attention feature fusion

Author(s): Jianjun Ni, Wenpu Ma, Simon X. Yang

6) An entropy-regularized counterfactual framework for robust and generalizable ABSA

Author(s): Qian Deng, Haitong Yang, Youcheng Yan

7) Optimal scheduling method of carbon-green certificate trading virtual power plant via Q-learning-enhanced particle swarm algorithm

Author(s): Jiansheng Jin, Xinfu Pang, Zhedong Zheng

8) Dynamic feature scale and multi-scale fusion networks for polyp segmentation

Author(s): Nannan Huang, Abdul Hadi Abd Rahman, Hongqing Wang

9) ProTriPlay: A trinity framework for professional interactive theater based on LLM

Author(s): Yinglong Yu, Hao Shen, Yanyu Liu

10) An improved generalized evolutionary algorithm for constrained multimodal multiobjective optimization

Author(s): Caitong Yue, Wenhao Wu, Weifeng Guo

11) MTLCS: A cervical auxiliary classification strategy based on multi-task learning

Author(s): Li Wen, Xiaoqing Zhang, Jia Wu

12) Image captioning for life ecological experiment of China’s space station

Author(s): Yunfei Liu, Yizhao Wang, ShengYang Li

13) LISA: language independent sentiment analysis using graph neural networks

Author(s): Mohamed Zaki, Basheer Youssef, Mohamed Abd-Elrahem

14) A self-attention-based reinforcement learning approach for scheduling twin automated stacking cranes in container terminals

Author(s): Liangcai Dong, Yang Fan, Yuheng Liu

15) Data-driven evolutionary optimization with clustering aided ensemble learning and taylor polynomial-based data generation

Author(s): Long Zheng, Feichi Gu, Shunhuai Chen

16) Enhancing task-oriented robotic grasping via 3D affordance grounding from vision-language models

Author(s): Wenkai Chen, Shang-Ching Liu, Jianwei Zhang

17) A multi-UAV rapid post-disaster search and rescue method based on deep reinforcement learning

Author(s): Li Tan, Haixia Zhao

18) Time series prediction model based on transformer and LSTM for predicting the occurrence rate of mountain torrents

Author(s): Hongtao Zhang, Peng Zhi, Zhaxi Lengben

19) Beyond gaze points: augmenting eye movement with brainwave data for multimodal user authentication in extended reality

Author(s): Matin Fallahi, Patricia Arias-Cabarcos, Thorsten Strufe

20) ReqNet: an LLM-driven computational framework for automated requirements extraction from unstructured documents

Author(s): Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel

21) Enhancing traffic flow prediction through multi-view attention mechanism and dilated convolutional networks

Author(s): Wei Li, Hao Wei, Wei Tao

22) Seed perception learning for weakly supervised semantic segmentation

Author(s): Wanchun Sun, Shujia Li, Xinyu Duan

23) Motion-temporal calibration network for continuous sign language recognition

Author(s): Hongguan Hu, Jianjun Peng, Di Wu

24) Dynamic RBFN with vector attention-guided feature selection for spam detection in social media

Author(s): E Elakkiya, Sumalatha Saleti, Arunkumar Balakrishnan

25) FedMGKD: a multi-granularity trusted knowledge distillation framework for edge personalized federated learning

Author(s): Ping Zhang, Wenlong Lu, An Bao

26) Stochastic optimization framework for capacity planning of hybrid solar PV–small hydropower systems using metaheuristic algorithms

Author(s): Edward B. Ssekulima, Amir H. Etemadi

27) Importance weighted variational graph autoencoder

Author(s): Yuhao Tao, Lin Guo, Shiqing Zhang

28) Integrating histopathology and genomic data: a comparative study of fusion methods for breast cancer survival prediction

Author(s): Younes Akbari, Faseela Abdullakutty, Rifat Hamoudi

29) Zero-shot realistic image deblurring with consistency model

Author(s): Zhaohan Wang, Chengjun Chen, Chenggang Dai

30) Homophily-aware multi-view graph clustering via multi-order filtering

Author(s): Runhua Hu, Xiaohua Ke, Yiming Liang

31) An efficient method for the support vector machine with minimax concave penalty in high dimensions

Author(s): Jin Yang, Ning Zhang, Yi Zhang

32) DA-RTDETR: domain-adaptive RT-DETR with feature fusion and category-level constraints

Author(s): Huantong Geng, Yingrui Wang, Zichen Fan

33) Temporal knowledge graph completion based on time embedding and time-frequency decoder

Author(s): Siling Feng, Peng Xu, Mengxing Huang

34) A memory constrained bayesian optimization via robust online memory estimation

Author(s): Befekadu Bekuretsion, Wolfgang Menzel, Solomon Teferra

35) Early detection of rumors based on propagation prediction in social media

Author(s): Lu Zhang, Yuguang Chen, Gaofeng He

36) A knowledge tracing based intelligent framework for formative assessment of students skills

Author(s): Akshat Khosla, Harpreet Singh, Jatin Bedi

37) DSG-FSOD: a few-shot object detection method based on deformable convolutions and attention integration

Author(s): Xuanhong Wang, Xian Wang, Yijun Zhang

38) Hierarchical reinforcement learning with opponent modeling for command and control system

Author(s): Tengda Li, Gang Wang, Xiangyu Liu

39) MAC2STI: Mamba network with autoregressive clustering for two-stage spatio-temporal imputation

Author(s): Jinyu Fan, Jun Ma, Hongtao Gai

40) Vulnerability disclosure through adaptive black-box adversarial attacks in network intrusion detection systems

Author(s): Sabrine Ennaji, Elhadj Benkhelifa, Luigi Vincenzo Mancini

41) A multi-stage optimization strategy for multi-UAV path planning in complex urban 3D environments with obstacle avoidance

Author(s): Gang Liu, Yu Tang, Mingwei Fang

42) Deep semantic-dependence proxy hashing with global and spatial informative embedding for multi-label remote sensing image retrieval

Author(s): Xinzheng Sui, Enhao Wang, Wenfeng Zhang

43) A hybrid decision-making model in a complex Fermatean picture fuzzy environment with application to emergency management

Author(s): Umar Ali, Junxiang Li, Sarbast Moslem

44) Modality-uncertainty-aware knowledge distillation framework for multimodal sentiment analysis

Author(s): Nan Wang, Qi Wang

45) GraphZOOM: subgraph black-box attack against inductive graph neural networks

Author(s): Ruixin Tang, Awei Moshili, Jinliang Lin

46) A UAV aerial image small object detection algorithm based on fine-grained feature preservation and multi-scale feature pyramid balancing

Author(s): Jian Luo, Kaixuan Chang, Yuanfa Ji

47) Predictive maintenance optimization for industrial equipment via reliable prognosis and risk-aware reinforcement learning

Author(s): Zifei Xu, Qiang Zhang

48) Named entity recognition and coreference resolution using prompt-based generative multimodal

Author(s): Qingchuan Zhang, Zexi Song, Min Zuo

49) A novel window-based hybrid attention network for low-dose CT image denoising

Author(s): Ju Zhang, Weiwei Gong, Yun Cheng

50) Robust real-time recognition of drones and birds in complex scenarios: a multimodal data fusion recognize approach

Author(s): Jincan Zhu, Jian Rong, Peichun Suo

51) Cooperation promotion in the spatial prisoner’s dilemma game through emotional and personality-based learning rules

Author(s): Huiping Li, Can Li, Yi Zhou

52) A knowledge distillation method based on detection transformer for farmland obstacle detection

Author(s): Wenjie Gao, Chaojie Yang, Tong Li

53) Unsupervised hyperlink prediction based on hypergraph random walk

Author(s): Yanlin Yang, Mingyuan Li, Haixing Zhao

54) Leveraging multi-agent framework for root cause analysis

Author(s): Feng Fu, Hong Ding, Dechao Xu

55) A decoupled time-optimized multi-robot path parameterization method

Author(s): Xianchao Sun, Yongsheng Luo, Jie Zhao

56) A social trust network-based hybrid fuzzy multi-criteria group decision-making approach for decarbonized and sustainable supplier selection

Author(s): Huzhi Xue, Haihua Xie, Butian Zhao

57) Surrogate-assisted cooperative coevolutionary optimization with a new grouping strategy for large-scale expensive problems

Author(s): Guochen Zhang, Lu Wang, Peiwei Tsai

Thursday, September 4, 2025

Complex & Intelligent Systems, Volume 11, Issue 9, September 2025

1) Advanced risk prediction in healthcare: Neutrosophic Graph Neural Networks for disease transmission

Author(s): A. Meenakshi, J. Shivangi Mishra, Sovan Samanta

2) Beyond contrastive learning: adaptive graph representations with mutual information maximization for blockchain and structured data

Author(s): Yifeng Zhang, Qianqian Ren, Meng Han

3) Spatial correspondence matching based feature fusion for object tracking with attention learning

Author(s): Yuanyun Wang, Wenhui Yang, Jun Wang

4) A multi-objective optimization framework based on information sharing for serially connected robot design

Author(s): Jiliang Zhao, Wei Peng, Wen Yao

5) Physical property-aware multi-UAV spatial coordination for energy-efficient mobile edge computing

Author(s): Fengling Huang, Xuqi Su, Fusen Guo

6) A hybrid genetic tabu search algorithm based on a multi-operation joint movement neighborhood structure for job shop scheduling problems

Author(s): Lei Wang, Kongfu Hu, Qiangqiang Xia

7) A review of state-of-the-art techniques for large language model compression

Author(s): Pierre V. Dantas, Lucas C. Cordeiro, Waldir S. S. Junior

8) Logic-optimization behavior tree algorithm for enhanced autonomous underwater vehicle cooperative decision-making

Author(s): Dan Yu, Changjian Lin, Nan Liu

9) The heterogeneous federated recommendation framework based on adversarial training

Author(s): Suqi Zhang, Yajuan Li, Wang Zhao

10) Enhancing aspect-based sentiment analysis with multiple-knowledge promotion and multi-perspective noise filtering

Author(s): Juan Yang, Yali Xiao, Xu Du

11) Towards fair class-wise robustness: class optimal distribution adversarial training

Author(s): Hongxin Zhi, Hongtao Yu, Yiteng wu

12) Hierarchical distributed edge data aggregation and reporting method based on cluster center selection

Author(s): Wensheng Yang, Chengsheng Pan

13) SPSleepNet: enhancing EEG-based sleep staging for OSA patients via sleep position integration

Author(s): Yue Zhang, Xihe Qiu, Jingjing Huang

14) Multi-scale CNN-CrossViT network for offline handwritten signature recognition and verification

Author(s): Wanying Li, Mahpirat Muhammat, Kurban Ubul

15) Life prediction and health assessment of aero-engine gas path using digital twin and deep learning

Author(s): Mingyue Wu, Hong Zhou, Shuhong Ren

16) Advancing EEG-based biometric identification through multi-modal data fusion and deep learning techniques

Author(s): Touseef Ur Rehman, Madallah Alruwaili, Maaz Alam

17) Enhanced pulmonary nodule detection using a transformer framework with dual fusion and gated mechanism

Author(s): Kelei Sun, Yihang Wang, Huaping Zhou

18) Stock movement prediction with multimodal stable fusion via gated cross-attention mechanism

Author(s): Chang Zong, Jian Wan, Hang Zhou

19) Local–global feature fusion for enhanced Alzheimer’s detection: a multi-scale attention-driven MRI classification model

Author(s): Kerang Cao, Zhongqing Lu, Hoekyung Jung

20) Industrialization in development countries based on the MABAC method and Hamacher power aggregation operators for circular spherical fuzzy 2-tuple linguistic information

Author(s): Zeeshan Ali, Miin-Shen Yang

21) An investigation into multi-objective decision-making in fresh cold chain supply chain networks within a dual distribution framework

Author(s): Junyan Sun, Xing Li, Zefei Chen

22) Learning to solving vehicle routing problems via local–global feature fusion transformer

Author(s): Wei Li, Bing Tian Dai, Jingwen Li

23) Privacy attack in federated learning is not easy: an experimental study

Author(s): Hangyu Zhu, Liyuan Huang, Zhenping Xie

24) A new genetic programming approach to fine-grained flower image classification

Author(s): Qinyu Wang, Ying Bi, Mengjie Zhang

25) RSA modulus length regression prediction based on the Run Test and machine learning in the ciphertext-only scenarios

Author(s): Ke Yuan, Chenmeng Zhao, Chunfu Jia

26) Verticox+: vertically distributed Cox proportional hazards model with improved privacy guarantees

Author(s): Florian van Daalen, Djura Smits, Inigo Bermejo

27) A multimodal DTA prediction method based on triple-view contrastive learning

Author(s): Xiaoxing Pang, Zhixian Liu, Jiahai Liang

28) A state-of-the-art review on machine learning techniques for driving behavior analysis: clustering and classification approaches

Author(s): Mohammad Hassan Mobini Seraji, Sami Shaffiee Haghshenas, Vittorio Astarita

29) A novel displacement accurate tracking algorithm to improve the effectiveness of SASC pneumatic system in practical applications

Author(s): Jiaxing Lu, Yan Shi, Changhui Wang

30) A hierarchical multi-channel multi-modality fusion strategy for integrating digital mammography and synthesized digital breast tomosynthesis for breast mass discrimination

Author(s): Qiang He, Xuetao Wang, Xin Zhen

31) Overcoming negative weighting in uncertainty-based methods: a multi-uncertainty clustering method for evidence fusion

Author(s): Zhike Qiu, Yuhao Qin, Rui Cai

32) Audio copy-move forgery detection with decreasing convolutional kernel neural network and spectrogram fusion

Author(s): Canghong Shi, Xin Qiu, Sani M. Abdullahi

33) STNet: a lightweight spectral transform framework for salient object detection

Author(s): Baoyu Wang, Mao Yang, Yan Liu

34) A novel Mamba-hypergraph enhanced time-frequency fusion network for multivariate time series classification

Author(s): Jianjian Jiang, Chuxin Zhuang, Jianfeng Peng

35) Model-output-based federated Bayesian optimization

Author(s): Lin Yang, Qiqi Liu, Junhua Gu

36) BDEKD: mitigating backdoor attacks in NLP models via ensemble knowledge distillation

Author(s): Zijie Zhang, Xinyuan Miao, Yi Cao

37) Mixed multi-branch feature fusion model for efficient automatic building extraction from high-resolution remote sensing images

Author(s): Yaohui Liu, Shuzhe Zhang, Fei Su

38) Privacy-aware electric vehicle load forecasting via blockchain-based federated transfer learning

Author(s): Ruochen Jin, Hong Liu

39) Adaptive infant cry classification using multi-armed bandit modality selection in an attentive convolutional recurrent neural network model

Author(s): Geofrey Owino, Timothy Kamanu, Conlet Biketi Kikechi

Thursday, July 3, 2025

Complex & Intelligent Systems, Volume 11, Issue 7

1) Cognition of decision behavior based on belief state: a case study of implementation in CGF simulation system

Author(s): Jintao Wang, Huaiqi Chen, Yunting Zhang

2) A noise-constrained lightweight high-quality image hiding method based on invertible neural networks

Author(s): Minghui Zhu, Dapeng Cheng, Jinjiang Li

3) Disentangled diffusion dodels for probabilistic spatio-temporal traffic forecasting

Author(s): Wenyu Zhang, Kaidong Zheng

4) Data-driven fault-tolerant consensus for multiagent systems under switching topology

Author(s): Yuan Wang, Zhenbin Du

5) Advancing sustainable electricity markets: evolutionary game theory as a framework for complex systems optimization and adaptive policy design

Author(s): Lefeng Cheng, Runbao Sun, Mengya Zhang

6) A dual-image encryption scheme for sensitive region of traffic image using public key cryptosystem and novel chaotic map

Author(s): Tingyu An, Tao Gao, Donghua Jiang

7) Distributed semi-supervised partial multi-dimensional learning via subspace learning

Author(s): Zhen Xu, Weibin Chen

8) Preference-based expensive multi-objective optimization without using an ideal point

Author(s): Peipei Zhao, Liping Wang, Qicang Qiu

9) Correction to: Fractals in Sb-metric spaces

Author(s): Fahim Ud Din, Sheeza Nawaz, Fairouz Tchier

10) Information coevolution spreading model and simulation based on self-organizing multi-agents

Author(s): Guoxin Ma, Kang Tian, Yongyan Wang

11) Fusing feature consistency across views for multi-view stereo

Author(s): Rong Zhao, Caiqin Jia, Xie Han

12) Towards few-shot learning with triplet metric learning and Kullback-Leibler optimization

Author(s): Yukun Liu, Xiaojing Wei, Hai Su

13) A novel two stage neighborhood search for flexible job shop scheduling problem considering reconfigurable machine tools

Author(s): Yanjun Shi, Chengjia Yu, Shiduo Ning

14) A novel multi-agent dynamic portfolio optimization learning system based on hierarchical deep reinforcement learning

Author(s): Ruoyu Sun, Yue Xi, Jionglong Su

15) An adaptive initialization and multitasking based evolutionary algorithm for bi-objective feature selection in classification

Author(s): Hang Xu, Bing Xue, Mengjie Zhang

16) Fine-grained entity disambiguation through numeric pattern awareness in transformer models

Author(s): Jaeeun Jang, Sangmin Kim, Charles Wiseman

17) A novel adversarial deep TSK fuzzy classifier with its inverse-free fast training

Author(s): Limin Mao, Hangming Shi, Suhang Gu

18) Strength prominence index: a link prediction method in fuzzy social network

Author(s): Sakshi Dev Pandey, Sovan Samanta, Tofigh Allahviranloo

19) Genderly: a data-centric gender bias detection system

Author(s): Wael Khreich, Jad Doughman

20) Two-stage multi-attribute reviewer-paper matching decision-making in a Fermatean fuzzy environment

Author(s): Qi Yue, Kaile Zhai, Yuan Tao

21) RTL-Net: real-time lightweight Urban traffic object detection algorithm

Author(s): Zhiqing Cui, Jiahao Yuan, Zhenglong Ding

22) Contrastive learning of cross-modal information enhancement for multimodal fake news detection

Author(s): Weijie Chen, Fei Cai, Yijia Zhang

23) A lightweight mechanism for vision-transformer-based object detection

Author(s): Yanming Ye, Qiang Sun, Dongjing Wang

24) Correction to: Enhancing cyber defense strategies with discrete multi-dimensional Z-numbers: a multi-attribute decision-making approach

Author(s): Aiting Yao, Chen Huang, Xuejun Li

25) GCN and GAT-based interpretable knowledge tracing model

Author(s): Yujia Huo, Menghong He, Kesha Chen

26) A classifier-assisted evolutionary algorithm with knowledge transfer for expensive multitasking problems

Author(s): Min Hu, Zhigang Ren, Yu Guo

27) Utilizing weak graph for edge consolidation-based efficient enhancement of network robustness

Author(s): Wei Ding, Zhengdan Wang

28) AI-enabled driver assistance: monitoring head and gaze movements for enhanced safety

Author(s): Sayyed Mudassar Shah, Gan Zengkang, Farman Ali

29) Path planning method for maritime dynamic target search based on improved GBNN

Author(s): Zhaozhen Jiang, Xuehai Sun, Lianglong Da

30) Correction to: Demonstration and offset augmented meta reinforcement learning with sparse rewards

Author(s): Haorui Li, Jiaqi Liang, Daniel Zeng

31) Joint feature representation optimization and anti-occlusion for robust multi-vessel tracking in inland waterways

Author(s): Shenjie Zou, Jin Liu, Bing Han

32) Graph-based multi-attribute decision-making method with new fuzzy information measures

Author(s): Lili Zhang, Shu Sun, Chunfeng Suo

33) Multiobjective integrated scheduling of disassembly and reprocessing operations considering product structures and stochastic processing time via reinforcement learning-based evolutionary algorithms

Author(s): Yaping Fu, Fuquan Wang, Hao Sun

34) Multi-granularity feature intersection learning for visible-infrared person re-identification

Author(s): Sixian Chan, Jie Wang, Jiafa Mao

35) DEBPIR: enhancing information privacy in decentralized business modeling

Author(s): Gulshan Kumar, Rahul Saha, Tai Hoon Kim

36) Joint optimization of communication rates for multi-UAV relay systems

Author(s): Chenghua Wen, Guifen Chen, Wenzhe Wang

37) PLGNN: graph neural networks via adaptive feature perturbation and high-way links

Author(s): Meixia He, Peican Zhu, Keke Tang

38) Graph attention based on contextual reasoning and emotion-shift awareness for emotion recognition in conversations

Author(s): Juan Yang, Puling Wei, Jun Shen

39) Eye contact based engagement prediction for efficient human–robot interaction

Author(s): Magnus Jung, Ahmed Abdelrahman, Ayoub Al-Hamadi

40) Siamese network with squeeze-attention for incomplete multi-view multi-label classification

Author(s): Mengqing Wang, Jiarui Chen, Xiaohuan Lu

41) Enhanced APT detection with the improved KAN algorithm: capturing interdependencies for better accuracy

Author(s): Weiwu Ren, Hewen Zhang, Zhiwei Wang

Monday, May 12, 2025

Complex & Intelligent Systems, Volume 11, Issue 5, May 2025

1) Predicting trajectories of coastal area vessels with a lightweight Slice-Diff self attention

Author(s): Jinxu Zhang, Jin Liu, Junxiang Wang

2) Micro-expression spotting based on multi-modal hierarchical semantic guided deep fusion and optical flow driven feature integration

Author(s): Haolin Chang, Zhihua Xie, Fan Yang

3) Wavelet attention-based implicit multi-granularity super-resolution network

Author(s): Chen Boying, Shi Jie

4) Gaitformer: a spatial-temporal attention-enhanced network without softmax for Parkinson’s disease early detection

Author(s): Shupei Jiao, Hua Huo, Dongfang Li

5) A two-stage algorithm based on greedy ant colony optimization for travelling thief problem

Author(s): Zheng Zhang, Xiao-Yun Xia, Jun Zhang

6) Graph-based adaptive feature fusion neural network model for person-job fit

Author(s): Xia Xue, Feilong Wang, Baoli Wang

7) Fractals in Sb-metric spaces

Author(s): Fahim Ud Din, Sheeza Nawaz, Fairouz Tchier

8) Cooperative path planning optimization for ship-drone delivery in maritime supply operations

Author(s): Xiang Li, Hongguang Zhang

9) Reducing hallucinations of large language models via hierarchical semantic piece

Author(s): Yanyi Liu, Qingwen Yang, Yingyou Wen

10) A surrogate-assisted differential evolution algorithm with a dual-space-driven selection strategy for expensive optimization problems

Author(s): Hanqing Liu, Zhigang Ren, Wenhao Du

11) Knowledge graph-based entity alignment with unified representation for auditing

Author(s): Youhua Zhou, Xueming Yan, Fangqing Liu

12) A parallel large-scale multiobjective evolutionary algorithm based on two-space decomposition

Author(s): Feng Yin, Bin Cao

13) A study of enhanced visual perception of marine biology images based on diffusion-GAN

Author(s): Feifan Yao, Huiying Zhang, Pan Xiao

14) Research on knowledge tracing based on learner fatigue state

Author(s): Haoyu Wang, Qianxi Wu, Guohui Zhou

15) An exploration-enhanced hybrid algorithm based on regularity evolution for multi-objective multi-UAV 3-D path planning

Author(s): Zhenzu Bai, Haiyin Zhou, Jiongqi Wang

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

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

17) A reliability centred maintenance-oriented framework for modelling, evaluating, and optimising complex repairable flow networks

Author(s): Nicholas Kaliszewski, Romeo Marian, Javaan Chahl

18) Enhancing implicit sentiment analysis via knowledge enhancement and context information

Author(s): Yanying Mao, Qun Liu, Yu Zhang

19) The opinion dynamics model for group decision making with probabilistic uncertain linguistic information

Author(s): Jianping Fan, Zhuxuan Jin, Meiqin Wu

20) Co-evolutionary algorithm with a region-based diversity enhancement strategy

Author(s): Kangshun Li, RuoLin RuanHui, Wang

21) SLPOD: superclass learning on point cloud object detection

Author(s): Xiaokang Yang, Kai Zhang, Zhiheng Zhang

22) Transformer-based multiple instance learning network with 2D positional encoding for histopathology image classification

Author(s): Bin Yang, Lei Ding, Bo Liu

23) Traffic signal optimization control method based on attention mechanism updated weights double deep Q network

Author(s): Huizhen Zhang, Zhenwei Fang, Xinyan Zeng

24) Enhancing cyber defense strategies with discrete multi-dimensional Z-numbers: a multi-attribute decision-making approach

Author(s): Aiting Yao, Huang Chen, Xuejun Li

25) A lightweight vision transformer with weighted global average pooling: implications for IoMT applications

Author(s): Huiyao Dong, Igor Kotenko, Shimin Dong

26) Self-attention-based graph transformation learning for anomaly detection in multivariate time series

Author(s): Qiushi Wang, Yueming Zhu, Yunbin Ma

27) TransRNetFuse: a highly accurate and precise boundary FCN-transformer feature integration for medical image segmentation

Author(s): Baotian Li, Jing Zhou, Jia Wu

28) A generative model-based coevolutionary training framework for noise-tolerant softsensors in wastewater treatment processes

Author(s): Yu Peng, Erchao Li

29) Mcaaco: a multi-objective strategy heuristic search algorithm for solving capacitated vehicle routing problems

Author(s): Yanling Chen, Jingyi Wei, Jie Zhou

30) A heuristic-assisted deep reinforcement learning algorithm for flexible job shop scheduling with transport constraints

Author(s): Xiaoting Dong, Guangxi Wan, Peng Zeng

Friday, March 14, 2025

Complex & Intelligent Systems, Volume 11, Issue 3, March 2025

1) Cl2sum: abstractive summarization via contrastive prompt constructed by LLMs hallucination

Author(s): Xiang Huang, Qiong Nong, Xuan Zhang

2) Chaos-enhanced metaheuristics: classification, comparison, and convergence analysis

Author(s): Abdelhadi Limane, Farouq Zitouni, Ali Wagdy Mohamed

3) A novel three-way distance-based fuzzy large margin distribution machine for imbalance classification

Author(s): Li Liu, Jinrui Guo, Guojun Huang

4) Control strategy of robotic manipulator based on multi-task reinforcement learning

Author(s): Tao Wang, Ziming Ruan, Chong Chen

5) Tailored meta-learning for dual trajectory transformer: advancing generalized trajectory prediction

Author(s): Feilong Huang, Zide Fan, Keqing Zhu

6) Explainable and secure framework for autism prediction using multimodal eye tracking and kinematic data

Author(s): Ahmad Almadhor, Areej Alasiry, Sidra Abbas

7) Incremental data modeling based on neural ordinary differential equations

Author(s): Zhang Chen, Hanlin Bian, Wei Zhu

8) Sequence-to-point learning based on spatio-temporal attention fusion network for non-intrusive load monitoring

Author(s): Shiqing Zhang, Youyao Fu, Jun Yu

9) Swin-Diff: a single defocus image deblurring network based on diffusion model

Author(s): Hanyan Liang, Shuyao Chai, Jiangming Kan

10) HFA-Net: hierarchical feature aggregation network for micro-expression recognition

Author(s): Meng Zhang, Wenzhong Yang, Danny Chen

11) Research on morphological knowledge-guided low-resource agglutinative languages-Chinese translation

Author(s): Gulinigeer Abudouwaili, Sirajahmat Ruzmamat, Aishan Wumaier

12) Manet: motion-aware network for video action recognition

Author(s): Xiaoyang Li, Wenzhu Yang, Chen Zhang

Monday, February 17, 2025

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

Wednesday, February 12, 2025

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

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