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ORCIDComplex and Intelligent Systems, Volume 12
Volume 12, Number 1, 2026
- Li Tan, Haixia Zhao:
A multi-UAV rapid post-disaster search and rescue method based on deep reinforcement learning. - Jian Luo, Kaixuan Chang, Jianhua Huang, Xiyan Sun, Yuanfa Ji:
A UAV aerial image small object detection algorithm based on fine-grained feature preservation and multi-scale feature pyramid balancing. - Minjun Zhai, Donghua Chen, Yibo Duan, Qihang Zhen, Jian Zheng, Minmin Pei, Xing Guo:
STRNet: dual-branch synergistic network with interactive fusion for remote sensing semantic segmentation. - Mohamed Zaki, Basheer Youssef, Salwa El-gamal, Mohamed Abd-Elrahem:
LISA: language independent sentiment analysis using graph neural networks. - Hongtao Zhang, Peng Zhi, Longhao Jiang, Yan Li, Rui Zhou, Qingguo Zhou, Zhaxi Lengben:
Time series prediction model based on transformer and LSTM for predicting the occurrence rate of mountain torrents. - Xinzheng Sui, Enhao Wang, Meiling Ge, Wenfeng Zhang:
Deep semantic-dependence proxy hashing with global and spatial informative embedding for multi-label remote sensing image retrieval. - Ju Zhang, Weiwei Gong, Lieli Ye, Mingyang Chen, Guangyu Liu, Yun Cheng:
A novel window-based hybrid attention network for low-dose CT image denoising. - Wenjie Gao, Chaojie Yang, Xuan Zhang, Zhaohui Chen, Rui Zhu, Jun Ling, Chen Gao, Wei Cai, Tong Li:
A knowledge distillation method based on detection transformer for farmland obstacle detection. - Gang Liu, Yu Tang, Zhiping Tan, Mingwei Fang:
A multi-stage optimization strategy for multi-UAV path planning in complex urban 3D environments with obstacle avoidance. - Xuanhong Wang, Xian Wang, Jiazhen Li, Mingchen Wang, Hongyu Guo, Yijun Zhang:
DSG-FSOD: a few-shot object detection method based on deformable convolutions and attention integration. - Jin Yang, Ning Zhang, Yi Zhang:
An efficient method for the support vector machine with minimax concave penalty in high dimensions. - Li Wen, Xiaoqing Zhang, Fangfang Gou, Jia Wu:
MTLCS: A cervical auxiliary classification strategy based on multi-task learning. - Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel:
ReqNet: an LLM-driven computational framework for automated requirements extraction from unstructured documents. - Xianchao Sun, Yongsheng Luo, Kaixuan Li, Gangfeng Liu, Jie Zhao:
A decoupled time-optimized multi-robot path parameterization method. - Jincan Zhu, Jian Rong, Weili Kou, Qingyang Zhou, Peichun Suo:
Robust real-time recognition of drones and birds in complex scenarios: a multimodal data fusion recognize approach. - Edward B. Ssekulima, Amir H. Etemadi:
Stochastic optimization framework for capacity planning of hybrid solar PV-small hydropower systems using metaheuristic algorithms. - Yuhao Tao, Lin Guo, Shuchang Zhao, Shiqing Zhang:
Importance weighted variational graph autoencoder. - E. Elakkiya, Sumalatha Saleti, Arunkumar Balakrishnan:
Dynamic RBFN with vector attention-guided feature selection for spam detection in social media. - Tengda Li, Gang Wang, Qiang Fu, Minrui Zhao, Xiangyu Liu:
Hierarchical reinforcement learning with opponent modeling for command and control system. - Huiping Li, Can Li, Mengxin Chen, Lei Shi, Yi Zhou:
Cooperation promotion in the spatial prisoner's dilemma game through emotional and personality-based learning rules. - Befekadu Bekuretsion, Wolfgang Menzel, Solomon Teferra:
A memory constrained bayesian optimization via robust online memory estimation. - Akshat Khosla, Harpreet Singh, Ashutosh Aggarwal, Jatin Bedi:
A knowledge tracing based intelligent framework for formative assessment of students skills. - Zifei Xu, Qiang Zhang:
Predictive maintenance optimization for industrial equipment via reliable prognosis and risk-aware reinforcement learning. - Yinglong Yu, Hao Shen, Ming Yang, Yu Wang, Yanyu Liu:
ProTriPlay: A trinity framework for professional interactive theater based on LLM. - Yanlin Yang, Mingyuan Li, Lei Meng, Yuzhi Xiao, Zhonglin Ye, Haixing Zhao:
Unsupervised hyperlink prediction based on hypergraph random walk. - Long Zheng, Feichi Gu, Shunhuai Chen:
Data-driven evolutionary optimization with clustering aided ensemble learning and taylor polynomial-based data generation. - Wanchun Sun, Shujia Li, Xinyu Duan:
Seed perception learning for weakly supervised semantic segmentation. - Nannan Huang, Abdul Hadi Abd Rahman, Kauthar Mohd Daud, Liantao Shi, Hongqing Wang:
Dynamic feature scale and multi-scale fusion networks for polyp segmentation. - Yunfei Liu, Yizhao Wang, Chen Du, Yunziwei Deng, Anqi Liu, Yanan Liu, Shengyang Li:
Image captioning for life ecological experiment of China's space station. - Matin Fallahi, Patricia Arias Cabarcos, Thorsten Strufe:
Beyond gaze points: augmenting eye movement with brainwave data for multimodal user authentication in extended reality. - Umar Ali, Junxiang Li, Tapan Senapati, S. A. Edalatpanah, Szabolcs Duleba, Sarbast Moslem:
A hybrid decision-making model in a complex Fermatean picture fuzzy environment with application to emergency management. - Younes Akbari, Faseela Abdullakutty, Somaya Ali Al-Máadeed, Ahmed Bouridane, Rifat Hamoudi:
Integrating histopathology and genomic data: a comparative study of fusion methods for breast cancer survival prediction. - Hongguan Hu, Jianjun Peng, Zhidong Xiao, Li Guo, Yi Hu, Di Wu:
Motion-temporal calibration network for continuous sign language recognition. - Xianpeng Sun, Xiaochuan Gao, Qianlong Dang:
Adaptive task transition framework assisted evolutionary multitasking for constrained multi-objective optimization. - Lu Zhang, Yuguang Chen, Xi Luo, Haiting Zhu, Gaofeng He:
Early detection of rumors based on propagation prediction in social media. - Ruixin Tang, Awei Moshili, Kai Huang, Jian Mao, Jinliang Lin:
GraphZOOM: subgraph black-box attack against inductive graph neural networks. - Nan Wang, Qi Wang:
Modality-uncertainty-aware knowledge distillation framework for multimodal sentiment analysis. - Siling Feng, Peng Xu, Qian Liu, Housheng Lu, Yujie Zheng, Bolin Chen, Mengxing Huang:
Temporal knowledge graph completion based on time embedding and time-frequency decoder. - Wei Li, Hao Wei, Xin Liu, Jialin Liu, Dazhi Zhan, Xiao Han, Wei Tao:
Enhancing traffic flow prediction through multi-view attention mechanism and dilated convolutional networks. - Xin Deng, Yihuan Zhu, Honghua Xu:
Enhancing image captioning with spatial relational attention and grid decoder. - Jinyu Fan, Jun Ma, Hongtao Gai:
MAC2STI: Mamba network with autoregressive clustering for two-stage spatio-temporal imputation. - Huantong Geng, Yingrui Wang, Zhenyu Liu, Long Fang, Zichen Fan:
DA-RTDETR: domain-adaptive RT-DETR with feature fusion and category-level constraints. - Liangcai Dong, Yang Fan, Zhennan Zhu, Yuheng Liu:
A self-attention-based reinforcement learning approach for scheduling twin automated stacking cranes in container terminals. - Huzhi Xue, Haihua Xie, Butian Zhao:
A social trust network-based hybrid fuzzy multi-criteria group decision-making approach for decarbonized and sustainable supplier selection. - Qingchuan Zhang, Zexi Song, Delong Wang, Yuanyuan Cai, Mingwen Bi, Min Zuo:
Named entity recognition and coreference resolution using prompt-based generative multimodal. - Guochen Zhang, Lu Wang, Chaoli Sun, Pengyun Zhang, Peiwei Tsai:
Surrogate-assisted cooperative coevolutionary optimization with a new grouping strategy for large-scale expensive problems. - Sabrine Ennaji, Elhadj Benkhelifa, Luigi Vincenzo Mancini:
Vulnerability disclosure through adaptive black-box adversarial attacks in network intrusion detection systems. - Jing Lu, Min Hu, Wenbo Zhou:
Toward safe and efficient shield tunneling: counterfactual reinforcement learning based multi-subsystem collaborative optimization. - Runhua Hu, Xiaohua Ke, Yiming Liang:
Homophily-aware multi-view graph clustering via multi-order filtering. - Feng Fu, Hong Ding, Yong Qin, Jian Yu, Dechao Xu:
Leveraging multi-agent framework for root cause analysis. - Caitong Yue, Wenhao Wu, Jing Liang, Ying Bi, Kunjie Yu, Ke Chen, Weifeng Guo:
An improved generalized evolutionary algorithm for constrained multimodal multiobjective optimization. - Jianjun Ni, Wenpu Ma, Yang Gu, Simon X. Yang:
GDA-RoadSeg: an improved road segmentation network with gated depthwise attention feature fusion. - Qian Deng, Haitong Yang, Jun Shen, Jinguang Gu, Jinshuo Liu, Meng Wang, Youcheng Yan:
An entropy-regularized counterfactual framework for robust and generalizable ABSA. - Zhaohan Wang, Chengjun Chen, Chenggang Dai:
Zero-shot realistic image deblurring with consistency model. - Jiansheng Jin, Xinfu Pang, Baoshi Wang, Duo Wang, Zhedong Zheng:
Optimal scheduling method of carbon-green certificate trading virtual power plant via Q-learning-enhanced particle swarm algorithm. - Ping Zhang, Wenlong Lu, Xiaoyu Zhou, An Bao:
FedMGKD: a multi-granularity trusted knowledge distillation framework for edge personalized federated learning. - Wenkai Chen, Shang-Ching Liu, Qingdu Li, Yung-Hui Li, Jianwei Zhang:
Enhancing task-oriented robotic grasping via 3D affordance grounding from vision-language models.
Volume 12, Number 2, 2026
- Xiaoyu Liu, Ting Wang, Aixiang Cui, Xiaowen Zhang:
COLIN: complementary and competitive balanced learning network for multi-modal multi-label emotion recognition. - Kechao Li, Nor Ashikin Mohamad Kamal:
Deep recommendation algorithm based on reviews and descriptions neural matrix factorization under cold-start. - Ershen Wang, Haolong Xu, Guipeng Ji, Tengli Yu, Song Xu, Fei Liu, Fan Li:
PHOENIX: A Hybrid Metaheuristic Framework for Multi-UAV Collaborative Trajectory Planning in Complex Three-Dimensional Environments. - Fuyu Huang, Jun Zou, Limin Liu, Zhaogang Cheng, Fang Zhao, Mingliang Gao, Dongdong Shi:
Mismatching points rejection in multi-modal super-wide field-of-view infrared distorted image registration with global selection-preserving matching. - Xiang Wu, Junzhe Jiang, Zhihong Chen, Shaojie Wu, Chenghong Ye, Xueyun Chen:
Adaptive exploration and temporal attention in reinforcement learning for autonomous air combat decision making. - Yujiang Liu, Yamin Hu, Zhijian Chen, Shiyin Wang, Wenjian Luo:
Llm-ga: A gradient-based multi-label adversarial attack by large language models. - Zepei Liu, Zhigang Jin, Yu Ding, Xuyang Chen, Xiaodong Wu:
Semantic utility-driven client selection for task-oriented split federated learning. - Md. Najmul Mowla, Davood Asadi, Ferdous Sohel:
Real-time fault detection in multirotor UAVs using lightweight deep learning and high-fidelity simulation data with single and double fault magnitudes. - CH. Srilakshmi, N. Ramakrishnaiah, E. Laxmi Lydia:
Semantic segmentation assisted deep ensemble feature learning model for skin-cancer detection and classification: SDENet. - Juan Lei, Jiangpeng Tian, Xiong You, Zhiwei He:
I2D-SGG: scene graph generation via joint modeling of intra- and inter-relationship dependencies. - Zhiqiang Gao:
A chord-controlled transformer for controllable and coherent music generation. - Jianjun Ni, Zheng Gong, Yang Gu, Weidong Cao, Simon X. Yang:
An improved lightweight irrigation canal segmentation network with direction perception for agricultural UAVs. - Dezhi An, Wanyao Zhang, Shengcai Zhang, Jun Lu:
AuDiffusion: multi-agent controlled text-to-image generation with attention-enhanced mamba blocks. - Le Tong, Xinran Li, Tao Shu, Xun Deng, Feng Tan, Ze-min Kuang, Yu-An Huang, Zhuhong You, Lun Hu, Pengwei Hu, Wei Du:
Organfit: a multi-scale convolutional model with ellipse fitting for organoid identification. - Songtao Hu, Guanyu Chen, Rui Zhou, Xinghan Qin, Xiaokang Wang:
Fishing vessel behavior pattern recognition using AIS sub-trajectory prototype learning based on Gramian Angular Field. - Jiwoo Jung, Yipene Cedric Francois Bassole, Yunsick Sung:
Physics-informed neural network and momentum contrastive learning for battery state of health estimation. - Yang Lian, Ruizhi Han, Shiyuan Han, Defu Qiu, Jin Zhou:
MAAN: multi-scale atrous attention network for skin lesion segmentation. - Jiaying Wu, Jingyu Chen, Jia Luo, Wenqian Yu, Jinglu Hu, Hui Li:
Denoised generative fusion networks for noise-robust few-shot image classification. - Jie Yang, Jian Chen, Jinjin Hai, Kai Qiao, Haoran Zhang, Bin Yan:
SRL: A segmented reinforcement learning framework for long sequence layout decisions. - Nguyen Hoang Vu, Tran Van Duc, Pham Quang Tien, Nguyen Thi Ngoc Anh, Nguyen Tien Dat:
A real-time mobile solution for shoe try-on using foot pose estimation and 3D processing techniques. - Weichao Chen, Ziyang Li, Jiong Yu, Yonglin Pu:
Grouping via sensitivity analysis evolutionary algorithm for high-dimensional expensive multi-objective optimization. - Shaoqiu Zhu, Lujie Bai, Haitao Gao:
IRG-ResNet: distillation model for corn disease recognition. - Hangyu Zhu, Xilu Wang, Yaochu Jin:
FBCCNet: a Bayesian perspective of federated learning with crowdsourced annotations on client side. - Chuanhe Shen, Wenjing Pan, Xu Shen:
Credit risk prediction and heterogeneity analysis for SMEs based on large language models and multimodal data fusion. - Jiyan Salim Mahmud, Zakarya Farou, Imre Lendák:
ASOI: anomaly separation and overlap index, an internal evaluation metric for unsupervised anomaly detection. - A. Chandrasekar, Wen-Jer Chang, Thirunavukkarasu Radhika, S. Santhosh Kumar, Muhammad Shamrooz Aslam:
Adaptive event triggering asynchronous control for interval type-2 fuzzy Markov jump systems with uncertainties and deception attacks. - Suyang Wang, Qingqi Zhu, Jiangshan Hao, Fang Wang, Fucun Li, Guizhou Zhao, Fang Dong:
Bayesian-Optimized Ensemble Models for Predicting Steel Mechanical Properties. - Yu Lu, Bin Wang, Wen Du, Xiong Li, Botao Jiang:
Decoding digital footprints: user re-identification through mobility pattern decomposition and collaborative fusion. - Chang Cai, Yuchen Liu, Dan Chen, Lei Cai:
A Fast Multi-AUV Multi-Regional Coverage Path Planner in Coverage Tasks Based on Co-evolution. - He Xiao, Ziyang Liu, Fugui Luo, Xue Chen, Liping Deng:
Ulcod-net: an ultra-lightweight camouflage object detection framework with gated multi-level feature fusion and dual-constraint refinement. - Fangtao Qin, Bin Fang, Yi Wang:
NIM-STGCN: Differentiable motion decomposition for egocentric pedestrian trajectory prediction. - Angela Cortecchia, Giovanni Ciatto, Roberto Casadei, Danilo Pianini:
FieldVMC: an asynchronous model and platform for self-organising morphogenesis of artificial structures. - Mo-Ce Gao:
StockCI: a hybrid model integrating CEEMDAN and informer for enhanced long-term stock price forecasting.
Volume 12, Number 3, 2026
- Peng You, Shurui Xu, Jingran Wu, Xiaohu Zhao, Jiapin Ren:
Variational autoencoder-based spatio-temporal disentanglement for link prediction in dynamic graph. - Hao Ming, Xinguo Yu, Gaohong Li, Xuebi Xu, Chenjun He, Zhenquan Shen:
Scientific symbol input assistant leveraging LLM-augmented hybrid neural prediction model. - Yi Liu, Qingwang Wang, Wei Chen, Tao Shen:
TPSformer: knowledge graph representation learning with text and position structure for link prediction. - Buti Sello, Jianming Yong, Xiaohui Tao:
51% attack vulnerability of nascent blockchains: a comprehensive review. - Jiajie Du, Lu Peng, Mingyuan Li, Yanlin Yang, Lei Meng, Haixing Zhao, Zhonglin Ye, Yonghang Wang:
Multi-scale tree-guided contrastive learning for structure-aware graph representation. - Aymin Javed, Nadeem Javaid, Yousra Asim, Zeeshan Ali, Badr Alsamani, Abdul Khader Jilani Saudagar:
An AI based framework using Aquila-optimized capsule network for radar object detection. - Hao Yu, Xiu-xia Yang, Yi Zhang:
Adaptive cooperative fencing and dynamic reorganization control of UAV swarm for multiple maneuvering targets. - Shiyi Tian, Jinxia Shang:
Semcm: semantic enhancement and multi-center modeling for maize leaf disease recognition. - Matthias Bues, Maurizio Faccio, Irene Granata, Benjamin Wingert:
Intelligent collaboration: a predictive neural network for dynamic rescheduling in robotic cells. - Pan Li, Yilin Zheng, Zhigong Song:
Multi-agent collaborative incremental implicit mapping based on topological communication protocol. - Jing Jiang, Pingping Tong, Juanjuan Hong, Zhe Liu, Fei Han, Benyue Su:
A dynamic auxiliary task construction-based evolutionary multitasking algorithm for large-scale multiobjective optimization. - Xu Huo, Ruyu Liu, Haoyu Zhang, Qianneng Tang, Qiqi Liu, Xiufeng Liu:
A flexible linear temporal logic-based data inference architecture for industrial process prediction. - Mehboob Ali, Yasir Akhtar, Muhammad Rahim, Miin-Shen Yang:
On circular p,q-quasirung orthopair fuzzy sets with their aggregation operators and application to green supplier selection. - Mengqi Gao, Ruilin Wang:
Evolutionary multitask optimization with online knowledge transfer and probabilistic outlier detection. - Long Xiao, Ping Liu, Xialai Wu, Wenyan Ci:
A hybrid multi-stage optimization approach for multi-vehicle motion planning problems with lane changing. - V. Anitha:
Kernelized fuzzy C means with recurrent convolutional network for brain tumor detection and classification from 3D MRI image. - Tingting Wu, Qingwei Dong, Wei Yu, Zheng Li, Manxue Guo:
A general learning rate improvement strategy for deep neural networks training. - Pulkit Dwivedi, Vishakha Agarwal, Niyaz Ahmad Wani, Mansi Kajal, Akram Bennour:
SFX-GAN: sustainable and explainable multi-modal spectral fusion for image dehazing in complex systems. - He-Feng Yin, Xiaojun Wu, Zhenhua Feng, Josef Kittler, Zi-Qi Li:
Affine non-negative collaborative representation based pattern classification. - Xin Shi, Zhengchao Xu, Sunan Ge, Xueqing Zhao, Xihan Wang, Wenhui Zhang:
FIR-SDE: fast image restoration via mean-reverting stochastic differential equation. - Ziyue Wang, Ruidong Li, Dusit Niyato:
Attention-enhanced safe reinforcement learning for metaverse user perception utility optimization in edge metaverse services. - Hamza Rauf, Umair Khan, Jomana A. Bashatah, Aurang Zaib:
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. - Shengyong Qiu, Liangjing Su, Tianhao Xie, Yinan Zhong:
Explainable multimodal hand gesture recognition using time-series image fusion and deep residual learning. - Jialin Wu, Jian Yang, Jiajun Wen, Junjie Cao, Zhiyong Yu:
CF-STAR: Highly compressible adapters for model merging via centralized task vectors. - Ahmad S. Almadhor, Salem Belhaj, Shtwai Alsubai, Jamel Baili, Abdullah Alqahtani, Michal Gregus, Iryna Ivanochko:
Cross-corpus language-independent speech emotion recognition using hybrid deep learning framework. - Yixin Tong, Zhi Li, Tengfei Guo, Xiantao Huang, Haixin Li:
Improving efficiency of general surgery department by dynamic surgical scheduling with emergency uncertainty. - Raniyah Wazirali:
Vision-tactile guided text generation using a lightweight transformer decoder for enhancing accessibility of the visually impaired. - Bingxin Liu, Xiaoyu Cheng, Wei He, Guohui Zhou:
A new fault diagnosis model for complex systems based on interpretable belief rule base with fault tree analysis. - Jingbo Sun, Weiming Peng, Tianbao Song, Jihua Song:
UniMTES: a unified framework with trait-description-aware for multi-trait essay scoring. - Tong Hang, Zi-Qi Zhang, Bin Qian, Rong Hu, Wei Chen, Jian-Bo Yang:
A decomposition-based Q-learning enhanced evolutionary algorithm for the transportation-assembly collaborative optimization problem. - Mohammad Hassan Ranjbar, Ali Abdi, Ju Hong Park:
Compressed action matrix: one-shot human action recognition using skeleton path data structure. - Junliang Wang, Jiaqi Hu, Qingping Cao, Yuanrui Zhu, Xiancheng Lin:
Multi-tier dynamic storage of KV cache for LLM inference under resource-constrained conditions.
Volume 12, Number 4, 2026
- Tianyuan Nie, Wenhao Zheng, Chao Ding, Yutong Bai, Lixia Xiao, Pei Xiao:
Deep learning aided intelligent signal recognition for backscatter based metamaterial passive Internet of Things system. - Xingyi Li, Jiapeng Wang, Boyuan Jia, Xiang Cheng, Sen Su:
CALENDAR+: in-context contrastive learning for temporal knowledge graph reasoning. - Dongsheng Ji, Penghao Chao, Wenhao Fan:
TR_Unet: a residual-enhanced U-Net for robust tongue image segmentation in complex conditions. - Aymin Javed, Nadeem Javaid, Khalid Mahmood Awan, Imran Ahmed, Dragan Pamucar, Muhammad Shafiq, Jin-Ghoo Choi:
ReGAIN: a reinforcement-enhanced generative AI framework for intelligent intrusion detection in IoT networks. - Chiara Marullo, Giuseppe Buonaiuto, Francesco Gargiulo, Massimo Esposito:
ET-KAN: an energy-based transformer model with Kolmogorov-Arnold network for image reconstruction. - Lintao Song, Dezheng Cao, Zixin Li, Qianjia Huang, Xinye Ni:
PoseRWGCN: an attention-free dual-stream RWKV-GCN architecture for real-time 3D human pose estimation.
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