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CAAI Transactions on Intelligence Technology, Volume 8
Volume 8, Number 1, March 2023
- Pasquale De Meo
, Qun Jin, Jianguo Yao, Michael Sheng
:
Guest Editorial: Special issue on machine learning and deep learning algorithms for complex networks. 1-2 - Heming Du
, Shouguo Du
, Wen Li:
Probabilistic time series forecasting with deep non-linear state space models. 3-13 - Sunil Kumar Maurya
, Xin Liu
, Tsuyoshi Murata:
Feature selection: Key to enhance node classification with graph neural networks. 14-28 - Ren-Wu Yan
, Yihan Lin, Ning Yu, Yi Wu:
A low-carbon economic dispatch model for electricity market with wind power based on improved ant-lion optimisation algorithm. 29-39 - Tahir Mahmood
, Zeeshan Ali, Muhammad Naeem
:
Aggregation operators and CRITIC-VIKOR method for confidence complex q-rung orthopair normal fuzzy information and their applications. 40-63 - Bo Li
, Jingyi Huang
, Shuangxia Bai, Zhigang Gan, Shiyang Liang, Evgeny Sergeevich Neretin, Shouwen Yao:
Autonomous air combat decision-making of UAV based on parallel self-play reinforcement learning. 64-81 - Somenath Mukherjee
, Bikash Sadhukhan
, Nairita Sarkar, Debajyoti Roy, Soumil De:
Stock market prediction using deep learning algorithms. 82-94 - Pradeep Kumar Roy
, Sunil Saumya, Jyoti Prakash Singh, Snehasish Banerjee, Adnan Gutub
:
Analysis of community question-answering issues via machine learning and deep learning: State-of-the-art review. 95-117 - Chenghao Wu
, Shumin Shi
, Jiaxing Hu, Heyan Huang
:
Knowledge-enriched joint-learning model for implicit emotion cause extraction. 118-128 - Randa El Bialy
, Da-Qing Chen
, Souheil Fenghour, Walid Hussein, Perry Xiao
, Omar H. Karam
, Bo Li
:
Developing phoneme-based lip-reading sentences system for silent speech recognition. 129-138 - Huan Yin
, Yue Wang, Jun Wu, Rong Xiong:
Radar style transfer for metric robot localisation on lidar maps. 139-148 - Viraj Singh Gaur, Vishal Sharma
, John McAllister:
Abusive adversarial agents and attack strategies in cyber-physical systems. 149-165 - Songlian Li, Zhigang Tu
, Yujin Chen, Tan Yu:
Multi-scale attention encoder for street-to-aerial image geo-localization. 166-176 - Zeeshan Ali, Tahir Mahmood
, Jeonghwan Gwak
, Naeem Jan
:
A novel extended Portuguese of Interactive and Multi-Criteria Decision Making and Archimedean Bonferroni mean operators based on prospect theory to select green supplier with complex q-rung orthopair fuzzy information. 177-191 - Wenyang Wang
, Yanna Sun, Keran Li, Jinglin Wang, Chong He, Dongchu Sun:
Fully Bayesian analysis of the relevance vector machine classification for imbalanced data problem. 192-205 - Qun Chao, Xiaoliang Wei, Jianfeng Tao, Chengliang Liu, Yuanhang Wang
:
Cavitation recognition of axial piston pumps in noisy environment based on Grad-CAM visualization technique. 206-218 - Rakesh Dutta
, Nilanjana Das, Mukta Majumder
, Biswapati Jana:
Aspect based sentiment analysis using multi-criteria decision-making and deep learning under COVID-19 pandemic in India. 219-234 - Rui Chen
, Fei Li, Ying Tong, Minghu Wu, Yang Jiao:
A weighted block cooperative sparse representation algorithm based on visual saliency dictionary. 235-246 - Zhiwen Yan
, Ying Chen, Jinlong Song, Jia Zhu
:
Multimodal feature fusion based on object relation for video captioning. 247-259 - Nguyen Thi Khanh Chi
, Nam Hoang Vu
:
Investigating the customer trust in artificial intelligence: The role of anthropomorphism, empathy response, and interaction. 260-273 - Lili Yin
, Benling Li, Peng Li
, Rubo Zhang:
Research on stock trend prediction method based on optimized random forest. 274-284
Volume 8, Number 2, June 2023
- Siwei Ma, Maoguo Gong, Guojun Qi, Yun Tie, Ivan Lee, Bo Li
, Cong Jin
:
Guest Editorial: Special issue on media convergence and intelligent technology in the metaverse. 285-287 - Haibin Zhu
, Tong Yi
, Songtao Shang
, Minyong Shi, Zhucheng Li, Wenqian Shang:
A multiple sensitive attributes data publishing method with guaranteed information utility. 288-296 - Guangzhe Zhao, Yimeng Zhang
, Maoning Ge
, Min Yu
:
Bilateral U-Net semantic segmentation with spatial attention mechanism. 297-307 - Xudong Luo
, Xiaohao Wen, Yan Li, Quanfu Li:
Pruning method for dendritic neuron model based on dendrite layer significance constraints. 308-318 - Ming Yan
, Xingrui Lou, Chien Aun Chan
, Yan Wang, Wei Jiang:
A semantic and emotion-based dual latent variable generation model for a dialogue system. 319-330 - Qi Zhang, Jingyu Xiao, Chunwei Tian
, Jerry Chun-Wei Lin
, Shichao Zhang:
A robust deformed convolutional neural network (CNN) for image denoising. 331-342 - Hemanth Gudaparthi
, Nan Niu, Yilong Yang, Matthew Van Doren, Reese Johnson:
Deep learning's fitness for purpose: A transformation problem frame's perspective. 343-354 - Jing Wang
, Hanyue Liu
, Haorong Ying, Chuhan Qiu
, Jingxin Li, Muhammad Shahid Anwar
:
Attention-based neural network for end-to-end music separation. 355-363 - Rui Zhang, Ruijie Meng, Jinqiu Sang, Yi Hu, Xiaodong Li, Chengshi Zheng
:
Modelling individual head-related transfer function (HRTF) based on anthropometric parameters and generic HRTF amplitudes. 364-378 - Pengpeng Liu
, Guixuan Zhang, Shuwu Zhang, Yuanhao Li
, Zhi Zeng
:
Skeleton-aware implicit function for single-view human reconstruction. 379-389 - Jingna Si, Ziwei Tian
, Dongmei Li, Lei Zhang, Lei Yao, Wenjuan Jiang, Jia Liu, Runshun Zhang, Xiaoping Zhang:
A multi-modal clustering method for traditonal Chinese medicine clinical data via media convergence. 390-400 - Nasir Saleem
, Jiechao Gao
, Rizwana Irfan, Ahmad S. Almadhor
, Hafiz Tayyab Rauf, Yu-Dong Zhang
, Seifedine Nimer Kadry:
DeepCNN: Spectro-temporal feature representation for speech emotion recognition. 401-417 - Yan Jia, Mengqi Lin, Ye Wang, Jianming Li, Kai Chen, Joanna Siebert, Geordie Z. Zhang, Qing Liao
:
Extrapolation over temporal knowledge graph via hyperbolic embedding. 418-429 - Ying Tong, Rui Chen
, Minghu Wu, Yang Jiao:
A robust sparse representation algorithm based on adaptive joint dictionary. 430-439 - Adnan Gutub
:
Boosting image watermarking authenticity spreading secrecy from counting-based secret-sharing. 440-452 - Lilei Sun
, Jie Wen, Junqian Wang, Yong Zhao, Bob Zhang, Jian Wu, Yong Xu:
Two-view attention-guided convolutional neural network for mammographic image classification. 453-467 - Zhihua Tao, Chunping Ouyang, Yongbin Liu
, Tong Lee Chung, Yixin Cao:
Multi-head attention graph convolutional network model: End-to-end entity and relation joint extraction based on multi-head attention graph convolutional network. 468-477 - Tahir Mahmood
, Ubaid ur Rehman
, Zeeshan Ali, Izatmand Haleemzai
:
Analysis of TOPSIS techniques based on bipolar complex fuzzy N-soft setting and their applications in decision-making problems. 478-499 - Yulin He
, Xu Li, Philippe Fournier-Viger, Joshua Zhexue Huang, Mianjie Li, Salman Salloum:
Observation points classifier ensemble for high-dimensional imbalanced classification. 500-517 - Di Lu, Dapeng Wang
, Kaiyu Zhang, Xiangyuan Zeng:
Age estimation from facial images based on Gabor feature fusion and the CIASO-SA algorithm. 518-531 - Yongqin Sun
, Peibei Ma, Jinjin Dai, Dongxin Li:
A cloud Bayesian network approach to situation assessment of scouting underwater targets with fixed-wing patrol aircraft. 532-545
Volume 8, Number 3, September 2023
- Long Jin
, Predrag S. Stanimirovic
:
Guest Editorial: Special issue on recurrent dynamic neural networks: Theory and applications. 547-548 - Zeyu Ren
, Shuihua Wang, Yudong Zhang
:
Weakly supervised machine learning. 549-580 - Mehdi Gheisari
, Fereshteh Ebrahimzadeh, Mohamadtaghi Rahimi, Mahdieh Moazzamigodarzi, Yang Liu
, Pijush Kanti Dutta Pramanik, Mohammad Ali Heravi
, Abolfazl Mehbodniya
, Mustafa Ghaderzadeh
, Mohammad Reza Feylizadeh, Saeed Kosari:
Deep learning: Applications, architectures, models, tools, and frameworks: A comprehensive survey. 581-606 - Yang Shi
, Qiaowen Shi, Xinwei Cao, Bin Li, Xiaobing Sun, Dimitrios Gerontitis:
An advanced discrete-time RNN for handling discrete time-varying matrix inversion: Form model design to disturbance-suppression analysis. 607-621 - Zhan Li
, Shuai Li:
Recursive recurrent neural network: A novel model for manipulator control with different levels of physical constraints. 622-634 - Liming Zhao, Zhongbo Sun
, Keping Liu, Jiliang Zhang:
The dynamic relaxation form finding method aided with advanced recurrent neural network. 635-644 - Yun-Shan Wei
, Jin-Fan Wang, Jia-Xuan Wang, Qing-Yuan Xu
, Jaime Lloret:
Iteration dependent interval based open-closed-loop iterative learning control for time varying systems with vector relative degree. 645-660 - Shuqiao Wang
, Xiujuan Du, Tiantai Deng:
A zeroing neurodynamics-based location method for nodes in underwater acoustic sensor network. 661-669 - Guancheng Wang
, Zhihao Hao
, Haisheng Li, Bob Zhang
:
An activated variable parameter gradient-based neural network for time-variant constrained quadratic programming and its applications. 670-679 - Tereza Kucova
, Michal Prauzek
, Jaromir Konecny
, Darius Andriukaitis
, Mindaugas Zilys, Radek Martinek
:
Thermoelectric energy harvesting for internet of things devices using machine learning: A review. 680-700 - Pingping Wu, Ruihao Wang, Han Lin
, Fanlong Zhang, Juan Tu, Miao Sun:
Automatic depression recognition by intelligent speech signal processing: A systematic survey. 701-711 - Teo Susnjak
, Paula Maddigan
:
Forecasting patient demand at urgent care clinics using explainable machine learning. 712-733 - Yong Zhang
, Ying Hu, Xiaozhi Gao, Dunwei Gong, Yinan Guo, Kaizhou Gao
, Wanqiu Zhang:
An embedded vertical-federated feature selection algorithm based on particle swarm optimisation. 734-754 - Arfat Ahmad Khan
, Rakesh Kumar Madendran
, Usha Rani Thirunavukkarasu, Muhammad Faheem
:
D2PAM: Epileptic seizures prediction using adversarial deep dual patch attention mechanism. 755-769 - Yadi Wang, Hongyun Zhang
, Duoqian Miao, Witold Pedrycz:
Multi-granularity re-ranking for visible-infrared person re-identification. 770-779 - Zhiyong Ding
, Haibin Xie, Peng Li, Xin Xu
:
A structural developmental neural network with information saturation for continual unsupervised learning. 780-795 - Chunxia Qu
, Ling Lu
, Aijuan Wang, Wu Yang, Yinong Chen
:
Novel multi-domain attention for abstractive summarisation. 796-806 - Liang Tao
, Maoshen Jia
, Lu Li, Jing Wang
, Yang Xiang:
Multisource localization based on angle distribution of time-frequency points using an FOA microphone. 807-823 - Min Yang
, Zhenwei Wang, Qiancheng Xu
, Chengming Li
, Ruifeng Xu:
Leveraging hierarchical semantic-emotional memory in emotional conversation generation. 824-835 - Zhan Wang
, Haoda Lu, Yan Wu, Shihong Ren, Diarra Mohamed Diaty, Yanbiao Fu, Yi Zou, Lingling Zhang, Zenan Wang, Fangqian Wang, Shu Li, Xinmi Huo, Weimiao Yu, Jun Xu, Zhaoming Ye
:
Predicting recurrence in osteosarcoma via a quantitative histological image classifier derived from tumour nuclear morphological features. 836-848 - Ye-Qun Wang, Jian-Yu Li
, Chun-Hua Chen, Jun Zhang
, Zhi-Hui Zhan
:
Scale adaptive fitness evaluation-based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning. 849-862 - Mina Chavoshi
, Seyed Morteza Babamir
:
Fuzzy coloured petri nets-based method to analyse and verify the functionality of software. 863-879 - Peng Lu
, Mengdi Li
, Jiawen Lu, Zhuo Zhang
:
History dynamics of unified empire in China (770 BC to 476 BC). 880-892 - Lei Zhang
, Yutong Liu, Haipeng Yang, Fan Cheng
, Qi Liu, Xingyi Zhang:
Overlapping community-based particle swarm optimization algorithm for influence maximization in social networks. 893-913 - Yutao Ma
, Xiao Geng, Jian Wang
, Keqing He, Dionysis Athanasopoulos
:
Deep learning framework for multi-round service bundle recommendation in iterative mashup development. 914-930 - Yonghong Zhang
, Ning Hu, Zhuofu Li, Xuquan Ji, Shanshan Liu, Youyang Sha, Xiongkang Song, Jian Zhang, Lei Hu, Weishi Li:
Lumbar spine localisation method based on feature fusion. 931-945 - Xiaoyang Zheng, Dongqing Jia
, Zhihan Lv
, Chengyou Luo, Junli Zhao, Zeyu Ye:
Short-time wind speed prediction based on Legendre multi-wavelet neural network. 946-962 - Chengjin Qin
, Yanrui Jin, Zhinan Zhang, Honggan Yu, Jianfeng Tao, Hao Sun, Chengliang Liu:
Anti-noise diesel engine misfire diagnosis using a multi-scale CNN-LSTM neural network with denoising module. 963-986 - Zichao Zhang
, Jian Chen
, Xinyu Xu, Cunjia Liu, Yu Han:
Hawk-eye-inspired perception algorithm of stereo vision for obtaining orchard 3D point cloud navigation map. 987-1001 - Jun Ma
, Xuechao Duan, Dan Zhang:
Kernel extreme learning machine-based general solution to forward kinematics of parallel robots. 1002-1013 - Yunji Zhao, Menglin Zhou
, Xiaozhuo Xu, Nannan Zhang:
Fault diagnosis of rolling bearings with noise signal based on modified kernel principal component analysis and DC-ResNet. 1014-1028 - Naigong Yu
, Huaisheng Chen, Qiao Xu, Mohammad Mehedi Hasan, Sié Ouattara:
Wafer map defect patterns classification based on a lightweight network and data augmentation. 1029-1042 - Dan Zhang
, C. L. Philip Chen, Tieshan Li
, Yi Zuo, Nguyen Quang Duy:
Target tracking method of Siamese networks based on the broad learning system. 1043-1057 - Ruizhao Zheng, Yong Zhang
, Xiaoyan Sun, Faguang Wang, Lei Yang, Chen Peng, Yulong Wang:
Multi-objective particle swarm optimisation of complex product change plan considering service performance. 1058-1076 - Mingwei Sun
, Xinyu Gong, Haitao Nie, Muhammad Minhas Iqbal, Bin Xie
:
SRAFE: Siamese Regression Aesthetic Fusion Evaluation for Chinese Calligraphic Copy. 1077-1086 - Shengnan Guo
, Xibin Wang, Shigong Long
, Hai Liu, Liu Hai, Toong Hai Sam:
A federated learning scheme meets dynamic differential privacy. 1087-1100
Volume 8, Number 4, December 2023
- Ki-Il Kim, Aswani Kumar Cherukuri, Xue Jun Li, Tanveer Ahmad
, Muhammad Rafiq, Shehzad Ashraf Chaudhry:
Guest Editorial: Special issue on explainable AI empowered for indoor positioning and indoor navigation. 1101-1103 - Harun Jamil
, Do-Hyeun Kim:
Optimal fusion-based localization method for tracking of smartphone user in tall complex buildings. 1104-1123 - Junaid Khan
, Eunkyu Lee, Kyungsup Kim
:
A higher prediction accuracy-based alpha-beta filter algorithm using the feedforward artificial neural network. 1124-1139 - Mian Imtiaz Ul Haq, Ruhul Amin Khalil
, Muhannad Almutiry, Ahmad Sawalmeh, Tanveer Ahmad
, Nasir Saeed
:
Robust graph-based localization for industrial Internet of things in the presence of flipping ambiguities. 1140-1149 - Ismail Keshta, Mukesh Soni, Mohammed Wasim Bhatt, Azeem Irshad
, Ali Rizwan, Shakir Khan
, Renato R. Maaliw
, Arsalan Muhammad Soomar
, Mohammad Shabaz
:
Energy efficient indoor localisation for narrowband internet of things. 1150-1163 - Xiangtao Zheng
, Benoit Vozel, Danfeng Hong:
Guest Editorial: Special issue on intelligence technology for remote sensing image. 1164-1165 - Denghui Zhang
, Muhammad Shafiq
, Liguo Wang
, Gautam Srivastava, Shoulin Yin
:
Privacy-preserving remote sensing images recognition based on limited visual cryptography. 1166-1177 - Hailong Ning
, Tao Lei
, Mengyuan An, Hao Sun
, Zhanxuan Hu, Asoke K. Nandi
:
Scale-wise interaction fusion and knowledge distillation network for aerial scene recognition. 1178-1190 - Xin Yuan
, Xin Xu
, Xiao Wang
, Kai Zhang
, Liang Liao
, Zheng Wang
, Chia-Wen Lin
:
OSAP-Loss: Efficient optimization of average precision via involving samples after positive ones towards remote sensing image retrieval. 1191-1212 - Tianwei Zhang
, Xiaoyu Dong, Xu Sun, Lianru R. Gao, Ying Qu, Bing Zhang, Ke Zheng:
Performance releaser with smart anchor learning for arbitrary-oriented object detection. 1213-1225 - Long Ma
, Cong Shu, Shanshan Huang, Zoujian Wei, Xuhao Wang
, Yanxi Wei:
SDDNet: Infrared small and dim target detection network. 1226-1236 - Chengle Zhou
, Qian Shi
, Da He
, Bing Tu
, Haoyang Li
, Antonio Plaza
:
Spectral-spatial sequence characteristics-based convolutional transformer for hyperspectral change detection. 1237-1257 - Degang Wang
, Lianru Gao, Ying Qu, Xu Sun, Wenzhi Liao:
Frequency-to-spectrum mapping GAN for semisupervised hyperspectral anomaly detection. 1258-1273 - Zhe Zhao, Bangyong Sun
:
Hyperspectral anomaly detection via memory-augmented autoencoders. 1274-1287 - Diling Liao, Cuiping Shi
, Liguo Wang
:
A complementary integrated Transformer network for hyperspectral image classification. 1288-1307 - Erxin Xie, Na Chen, Jiangtao Peng
, Weiwei Sun, Qian Du
, Xinge You:
Semantic and spatial-spectral feature fusion transformer network for the classification of hyperspectral image. 1308-1322 - Qiong Ran, Yonghao Zhou
, Danfeng Hong
, Meiqiao Bi, Li Ni, Xuan Li, Muhammad Ahmad
:
Deep transformer and few-shot learning for hyperspectral image classification. 1323-1336 - Tingting Hong
, Xiaohui Huang
, Guangjian Chen, Yiwei Yang, Lijia Chen:
Exploring the spatiotemporal relationship between green infrastructure and urban heat island under multi-source remote sensing imagery: A case study of Fuzhou City. 1337-1349 - Zheng Zhang
, Chuyao Luo
, Baoquan Zhang, Hao Jiang, Bowen Zhang:
Multi-task framework of precipitation nowcasting. 1350-1363 - Tianwei Zhang
, Huayan Zhang
, Xiaofei Li:
Vision-audio fusion SLAM in dynamic environments. 1364-1373 - Mamuna Fatima, Muhammad Attique Khan
, Saima Shaheen, Nouf Abdullah Almujally
, Shui-hua Wang:
B2C3NetF2: Breast cancer classification using an end-to-end deep learning feature fusion and satin bowerbird optimization controlled Newton Raphson feature selection. 1374-1390 - Yongjun Zhang
, Zewei Wang
, Xuexue Zhang, Zhongwei Cui, Bob Zhang, Jinrong Cui, Lamin L. Janneh:
Application of improved virtual sample and sparse representation in face recognition. 1391-1402 - Jinrong Cui, Hao Mei
, Haosen Sun
, Ye Jingqi, Wei Hu
, Yong Xu:
An experimental study on fire characteristics of urban complex underground space based on BIM. 1403-1414 - Mei Liu, Wendi Luo, Zangtai Cai, Xiujuan Du, Jiliang Zhang, Shuai Li
:
Numerical-discrete-scheme-incorporated recurrent neural network for tasks in natural language processing. 1415-1424 - Yulin He
, Xu Li, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang, Salman Salloum:
A novel observation points-based positive-unlabeled learning algorithm. 1425-1443 - Ning Zhang
, Yuyao Ye, Yang Zhao, Xufeng Li
, Ronggang Wang:
Fast and flexible stack-based inverse tone mapping. 1444-1454 - Jia Zhu
, Xiaodong Ma
, Zhihao Lin, Pasquale De Meo:
A quantum-like approach for text generation from knowledge graphs. 1455-1463 - Beibei Han
, Yingmei Wei, Qingyong Wang, Shanshan Wan:
CoLM2S: Contrastive self-supervised learning on attributed multiplex graph network with multi-scale information. 1464-1479 - Xu Zhang
, Dengbing Huang
, Hanyu Li
, Youjia Zhang
, Ying Xia
, Jinzhuo Liu
:
Self-training maximum classifier discrepancy for EEG emotion recognition. 1480-1491 - Xingxing Zhu
, Mingyue Ding, Xuming Zhang
:
Free form deformation and symmetry constraint-based multi-modal brain image registration using generative adversarial nets. 1492-1506 - Jiabao Cui, Liangli Zheng, Yunlong Yu
, Yining Lin, Huajian Ni, Xin Xu
, Zhongfei Zhang:
Deeply-Recursive Attention Network for video steganography. 1507-1523 - Mingwei Wen
, Quan Zhou, Bo Tao, Pavel Shcherbakov, Yang Xu, Xuming Zhang
:
Short-term and long-term memory self-attention network for segmentation of tumours in 3D medical images. 1524-1537 - Hongqin Lyu
, Yongxiong Zhang, Chao Wang, Shigong Long
, Shengnan Guo
:
Federated learning privacy incentives: Reverse auctions and negotiations. 1538-1557 - Zhiqin Zhu, Zheng Yao, Guanqiu Qi
, Neal Mazur, Pan Yang, Baisen Cong
:
Associative learning mechanism for drug-target interaction prediction. 1558-1577 - Yidi Li
, Guoquan Wang, Zhan Chen, Hao Tang, Hong Liu:
On-device audio-visual multi-person wake word spotting. 1578-1589 - Jianhui Chen
, Zuoren Wang
, Cheng-lin Liu:
Lateral interaction by Laplacian-based graph smoothing for deep neural networks. 1590-1607 - Bo Li
, Shuangxia Bai
, Shiyang Liang, Rui Ma, Evgeny Sergeevich Neretin, Jingyi Huang
:
Manoeuvre decision-making of unmanned aerial vehicles in air combat based on an expert actor-based soft actor critic algorithm. 1608-1619

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