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A multi-intent-aware recommendation algorithm based on interactive graph convolutional networks Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-15 Junsan Zhang, Hui Gao, Sen Xiao, Jie Zhu, Jian Wang
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Human face identification after plastic surgery using SURF, Multi-KNN and BPNN techniques Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-13 Tanupreet Sabharwal, Rashmi Gupta
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A graph neural network with negative message passing and uniformity maximization for graph coloring Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-13 Xiangyu Wang, Xueming Yan, Yaochu Jin
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Enhanced Chinese named entity recognition with multi-granularity BERT adapter and efficient global pointer Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-12
Abstract Named Entity Recognition (NER) plays a crucial role in the field of Natural Language Processing, holding significant value in applications such as information extraction, knowledge graphs, and question–answering systems. However, Chinese NER faces challenges such as semantic complexity, uncertain entity boundaries, and nested structures. To address these issues, this study proposes an innovative
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A prediction method for dynamic multiobjective optimization based on joint subspace and correlation alignment Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-11 Guoping Li, Yanmin Liu, Xicai Deng
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Toward automatic robotic massage based on interactive trajectory planning and control Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-09 Qinling Xu, Zhen Deng, Chao Zeng, Zhuoran Li, Bingwei He, Jianwei Zhang
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Group decision on rationalizing disease analysis using novel distance measure on Pythagorean fuzziness Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-09 B. Baranidharan, Jie Liu, G. S. Mahapatra, B. S. Mahapatra, R. Srilalithambigai
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Lightweight camouflaged object detection model based on multilevel feature fusion Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-09 Qiaoyi Li, Zhengjie Wang, Xiaoning Zhang, Hongbao Du
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AGF-Net: adaptive global feature fusion network for road extraction from remote-sensing images Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-05
Abstract Road extraction from remote-sensing images is of great significance for vehicle navigation and emergency insurance. However, the road information extracted in the remote-sensing image is discontinuous because the road in the image is often obscured by the shadows of trees or buildings. Moreover, due to the scale difference of roads in remote-sensing images, it remains a computational challenge
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SRNN-RSA: a new method to solving time-dependent shortest path problems based on structural recurrent neural network and ripple spreading algorithm Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-05 Shilin Yu, Yuantao Song
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A predictive-reactive strategy for flight test task scheduling with aircraft grounding Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-05 Bei Tian, Gang Xiao, Yu Shen
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Covering-based $$(\alpha , \beta )$$ -multi-granulation bipolar fuzzy rough set model under bipolar fuzzy preference relation with decision-making applications Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-05 Rizwan Gul, Muhammad Shabir, Ahmad N. Al-Kenani
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An approach for reaching consensus in large-scale group decision-making focusing on dimension reduction Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-04 Fatemeh Bakhshi, Mehrdad Ashtiani
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STO-CVAE: state transition-oriented conditional variational autoencoder for data augmentation in disability classification Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-04 Seong Jin Bang, Min Jung Kang, Min-Goo Lee, Sang Min Lee
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The fuzzy support vector data description based on tightness for noisy label detection Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-04
Abstract Machine learning (ML) is an approach driven by data, and as research in machine learning progresses, the issue of noisy labels has garnered widespread attention. Noisy labels can significantly reduce the accuracy of supervised classification models, making it important to address this problem. Therefore, it is a very meaningful task to detect as many noisy labels as possible from the big data
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Cytopathology image analysis method based on high-resolution medical representation learning in medical decision-making system Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-04 Baotian Li, Feng Liu, Baolong Lv, Yongjun Zhang, Fangfang Gou, Jia Wu
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HoloSLAM: a novel approach to virtual landmark-based SLAM for indoor environments Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-04 Elfituri S. Lahemer, Ahmad Rad
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A lightweight contour detection network inspired by biology Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-04 Chuan Lin, Zhenguang Zhang, Jiansheng Peng, Fuzhang Li, Yongcai Pan, Yuwei Zhang
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Time-aware MADDPG with LSTM for multi-agent obstacle avoidance: a comparative study Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-02
Abstract Intelligent agents and multi-agent systems are increasingly used in complex scenarios, such as controlling groups of drones and non-player characters in video games. In these applications, multi-agent navigation and obstacle avoidance are foundational functions. However, problems become more challenging with the increased complexity of the environment and the dynamic decision-making interactions
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A novel implicit decision variable classification approach for high-dimensional robust multi-objective optimization in order scheduling Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-02 Youkai Xiao, Wei Du, Yang Tang
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A data decomposition and attention mechanism-based hybrid approach for electricity load forecasting Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-02 Hadi Oqaibi, Jatin Bedi
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Flexible job-shop scheduling problem with parallel batch machines based on an enhanced multi-population genetic algorithm Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-02 Lirui Xue, Shinan Zhao, Amin Mahmoudi, Mohammad Reza Feylizadeh
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Separating hard clean samples from noisy samples with samples’ learning risk for DNN when learning with noisy labels Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-01
Abstract Learning with Noisy Labels (LNL) methods aim to improve the accuracy of Deep Neural Networks (DNNs) when the training set contains samples with noisy or incorrect labels, and have become popular in recent years. Existing popular LNL methods frequently regard samples with high learning difficulty (high-loss and low prediction probability) as noisy samples; however, irregular feature patterns
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Dynamic feedback algorithm based on spatial corner fitness for solving the three-dimensional multiple bin-size bin packing problem Complex Intell. Syst. (IF 5.8) Pub Date : 2024-03-01 Yi Liu, Xiaoyun Jiang
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Efficient relation extraction via quantum reinforcement learning Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-29 Xianchao Zhu, Yashuang Mu, Xuetao Wang, William Zhu
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A low-light image enhancement method for personnel safety monitoring in underground coal mines Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-29 Wei Yang, Shuai Wang, Jiaqi Wu, Wei Chen, Zijian Tian
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A noise-robust voice conversion method with controllable background sounds Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-29 Lele Chen, Xiongwei Zhang, Yihao Li, Meng Sun, Weiwei Chen
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Complex networks after centrality-based attacks and defense Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-29 Maham Zafar, Kashif Kifayat, Ammara Gul, Usman Tahir, Sarah Abu Ghazalah
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Enhancing medical text detection with vision-language pre-training and efficient segmentation Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-29 Tianyang Li, Jinxu Bai, Qingzhu Wang
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Leveraging pre-trained language models for code generation Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-29 Ahmed Soliman, Samir Shaheen, Mayada Hadhoud
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VoxelPlane-Reloc: an indoor scene voxel plane relocalization algorithm Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-29 Lulu Suo, Bin Wang, Longxiang Huang, Xu Yang, Qian Zhang, Yan Ma
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CL-BPUWM: continuous learning with Bayesian parameter updating and weight memory Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-29 Yao He, Jing Yang, Shaobo Li, Jianjun Hu, Yaping Ren, Qing Ji
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TD-Net:tiny defect detection network for industrial products Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-29 Rui Shao, Mingle Zhou, Min Li, Delong Han, Gang Li
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A joint multi-model machine learning prediction approach based on confidence for ship stability Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-27 Chaicheng Jiang, Xianbo Xiang, Gong Xiang
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Hamacher interaction aggregation operators for complex intuitionistic fuzzy sets and their applications in green supply chain management Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-27
Abstract A complex intuitionistic fuzzy (CIF) set contains the membership and non-membership in the shape of a complex number whose amplitude term and phase term are covered in the unit interval. Moreover, Hamacher interaction aggregation operators are the combination of two major operators, called Hamacher aggregation operators and interaction aggregation operators, and they are used to aggregate
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Complex fuzzy intelligent decision modeling for optimizing economic sustainability in transportation sector Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-26 Xiaoying Wang, Muhammad Danish Zia, Faisal Yousafzai, Sarfraz Ahmed, Muwen Wang
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Intelligent conflict detection of IoT services using high-level Petri nets Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-24 Rong Yang, Mou Wu, Xueqin Gui, Hongsheng Chen
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ViT-UperNet: a hybrid vision transformer with unified-perceptual-parsing network for medical image segmentation Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-24 Yang Ruiping, Liu Kun, Xu Shaohua, Yin Jian, Zhang Zhen
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Bi-DNE: bilayer evolutionary pattern preserved embedding for dynamic networks Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-23 Xu Gu, Xiaoliang Chen, Min Yang, Yajun Du, Mingwei Tang
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SCFS-securing flying ad hoc network using cluster-based trusted fuzzy scheme Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-23 Shikha Gupta, Neetu Sharma
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Adaptive normal vector guided evolutionary multi- and many-objective optimization Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-22 Yicun Hua, Qiqi Liu, Kuangrong Hao
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A modified evolutionary reinforcement learning for multi-agent region protection with fewer defenders Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-22 Siqing Sun, Huachao Dong, Tianbo Li
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TAN: a temporal-aware attention network with context-rich representation for boosting proposal generation Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-22 Yanyan Jiao, Wenzhu Yang, Wenjie Xing, Shuang Zeng, Lei Geng
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Schweizer-Sklar power aggregation operators based on complex intuitionistic fuzzy information and their application in decision-making Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-20 Peide Liu, Zeeshan Ali, Tahir Mahmood
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Federated two-stage decoupling with adaptive personalization layers Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-15 Hangyu Zhu, Yuxiang Fan, Zhenping Xie
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Emulation-based adaptive differential evolution: fast and auto-tunable approach for moderately expensive optimization problems Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-15 Kei Nishihara, Masaya Nakata
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ReLiCADA: Reservoir Computing Using Linear Cellular Automata design algorithm Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-13 Jonas Kantic, Fabian C. Legl, Walter Stechele, Jakob Hermann
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Exploiting multi-scale hierarchical feature representation for visual tracking Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-13 Jun Wang, Peng Yin, Wenhui Yang, Yuanyun Wang, Shengqian Wang
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A lightweight and personalized edge federated learning model Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-12 Peiyan Yuan, Ling Shi, Xiaoyan Zhao, Junna Zhang
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Solution strategy for sustainable additive manufacturing design problem using Pythagorean fuzzy MCGDM methodology Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-10 Alaa Fouad Momena
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Improving academic performance predictions with dual graph neural networks Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-10 Qionghao Huang, Yan Zeng
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Exploring better image captioning with grid features Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-10 Jie Yan, Yuxiang Xie, Yanming Guo, Yingmei Wei, Xidao Luan
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Octonion-based transform moments for innovative stereo image classification with deep learning Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-10 Mohamed Amine Tahiri, Brahim Boudaaoua, Hicham Karmouni, Hamza Tahiri, Hicham Oufettoul, Hicham Amakdouf, Hassan Qjidaa, Mohamed Abouhawwash, S. S. Askar, Mhamed Sayyouri
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Intelligent learning-based cooperative and competitive multi-objective optimization for energy-aware distributed heterogeneous welding shop scheduling Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-10 Fayong Zhang, Caixian Li, Rui Li, Wenyin Gong
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Team formation through an assessor: choosing MARL agents in pursuit–evasion games Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-10 Yue Zhao, Lushan Ju, Josè Hernández-Orallo
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Genre: generative multi-turn question answering with contrastive learning for entity–relation extraction Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-08
Abstract Extractive approaches have been the mainstream paradigm for identifying overlapping entity–relation extraction. However, limited by their inherently methodological flaws, which hardly deal with three issues: hierarchical dependent entity–relations, implicit entity–relations, and entity normalization. Recent advances have proposed an effective solution based on generative language models, which
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Retinal spike train decoder using vector quantization for visual scene reconstruction Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-08
Abstract The retinal impulse signal is the basic carrier of visual information. It records the distribution of light on the retina. However, its direct conversion to a scene image is difficult due to the nonlinear characteristics of its distribution. Therefore, the use of artificial neural network to reconstruct the scene from retinal spikes has become an important research area. This paper proposes
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ICDM-GEHC: identifying cancer driver module based on graph embedding and hierarchical clustering Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-03 Shiyu Deng, Jingli Wu, Gaoshi Li, Jiafei Liu, Yumeng Zhao
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Aczel-Alsina power bonferroni aggregation operators for picture fuzzy information and decision analysis Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-02
Abstract Picture fuzzy set (PFS) is an expedient mathematical approach for interpreting imprecise and nebulous information, and the power Bonferroni mean (PBM) operator is a crucial generalization of the power average (PA) operator, and the Bonferroni mean (BM) operator. Based on the Aczel-Alsina (AA), operational principles of PFS, we expand the PBM operator to integrate PFVs and develop a few AOs
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CNN-GRU-FF: a double-layer feature fusion-based network intrusion detection system using convolutional neural network and gated recurrent units Complex Intell. Syst. (IF 5.8) Pub Date : 2024-02-02 Yakubu Imrana, Yanping Xiang, Liaqat Ali, Adeeb Noor, Kwabena Sarpong, Muhammed Amin Abdullah