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  1. No Access

    Article

    Survey and open problems in privacy-preserving knowledge graph: merging, query, representation, completion, and applications

    Knowledge Graph (KG) has attracted more and more companies’ attention for its ability to connect different types of data in meaningful ways and support rich data services. However, due to privacy concerns, dif...

    Chaochao Chen, Fei Zheng, Jamie Cui in International Journal of Machine Learning … (2024)

  2. No Access

    Article

    Unsupervised domain adaptation via feature transfer learning based on elastic embedding

    Supervised classification algorithms usually require a large quantity of well-labeled samples for training to achieve satisfied performance. Nevertheless, it is prohibitively difficult to create such datasets ...

    Liran Yang, Bin Lu, Qinghua Zhou, Pan Su in International Journal of Machine Learning … (2024)

  3. No Access

    Article

    Enhanced DNA sequence design with learning PSO

    DNA computing is a novel computing technology with high storage density and parallelism and promising applications. The reliability of DNA computing relies on data encoded DNA sequences, but designing qualifie...

    Huichuang Wu, Donglin Zhu, Zuwei Huang, Lin Zhang in Evolutionary Intelligence (2024)

  4. No Access

    Article

    Consistent multi-view subspace clustering with local structure information

    Multi-view subspace clustering has attracted extensive attention in recent years because it can fully utilize the inherent characteristics of each view data. The low-rank structure in many current successful m...

    Kang Zhao, Shuisheng Zhou, Ying Zhang in International Journal of Machine Learning … (2024)

  5. Article

    Open Access

    A novel method for measuring center-axis velocity of unmanned aerial vehicles through synthetic motion blur images

    Accurate velocity measurement of unmanned aerial vehicles (UAVs) is essential in various applications. Traditional vision-based methods rely heavily on visual features, which are often inadequate in low-light ...

    Quanxi Zhan, Yanmin Zhou, Junrui Zhang, Chenyang Sun in Autonomous Intelligent Systems (2024)

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    Article

    Cross-dimensional knowledge-guided synthesizer trained with unpaired multimodality MRIs

    Magnetic resonance images (MRIs) of different modalities have different reference values for pathological diagnosis. The difficulty of obtaining multimodal MRIs makes it effective to synthesize medical images ...

    Binjia Zhou, Qianwei Zhou, Chenghang Miao, Yibo Liu, Yuan Guo in Soft Computing (2024)

  7. No Access

    Article

    A multi-strategy hybrid cuckoo search algorithm with specular reflection based on a population linear decreasing strategy

    The cuckoo search algorithm (CS), an algorithm inspired by the nest-parasitic breeding behavior of cuckoos, has proved its own effectiveness as a problem-solving approach in many fields since it was proposed. ...

    Chengtian Ouyang, **n Liu, Donglin Zhu in International Journal of Machine Learning … (2024)

  8. Article

    Open Access

    An Improved Equilibrium Optimizer for Solving Multi-quay Berth Allocation Problem

    The multi-quay berth allocation problem (MQBAP) is an important problem in the planning of seaside operations (POSO) to find the best berthing solution for all the vessels. In this paper, an efficient method b...

    Qifang Luo, Panpan Song, Yongquan Zhou in International Journal of Computational Int… (2024)

  9. Article

    Open Access

    Correction to: IntelPVT: intelligent patch-based pyramid vision transformers for object detection and classification

    Divya Nimma, Zhaoxian Zhou in International Journal of Machine Learning and Cybernetics (2024)

  10. No Access

    Article

    A fine-grained convolutional recurrent model for obstructive sleep apnea detection

    Obstructive Sleep Apnea (OSA) is a prevalent sleep-related breathing disorder that leads to various health issues such as hypertension, heart disease, diabetes, and stroke. In order to achieve a convenient, ro...

    Enming Zhang, Yuan Yao, Nan Zhou, Yu Chen in International Journal of Machine Learning … (2024)

  11. No Access

    Article

    Multi-granularity network representation learning on overlap** communities

    Multi-granularity attributed network representation learning constructs a multi-granularity attributed network to extract multi-granularity features of an attributed network while preserving network’s structur...

    Rongrong Zhou, **hai Li in International Journal of Machine Learning and Cybernetics (2024)

  12. No Access

    Article

    Multi-modal Bionic Motion Analysis of A Cpg-controlled Pneumatic Soft Robot

    This paper designs a soft robot with a multi-chamber, multi-airbag mimicking soft biological structure, where the airbags of the same chamber are interconnected with each other. The upper and lower chambers ar...

    Yu Zhang, Peiyu Huang, Dongjie Li, Jiangyu Zhou, Yu Li in Journal of Bionic Engineering (2024)

  13. Article

    Open Access

    CFNAM-PG: Bridging Phonetic and Glyphic Information for Chinese Full Name and Abbreviation Matching Based on Simbert and DenseNet

    Matching abbreviated names with their full names (full-abbr matching) plays a key role in data integration, address matching, information retrieval, and other fields. Traditional full-abbr matching technology ...

    Dongsheng Wang, Yue Feng, Jiawei Li, Sha Liu in International Journal of Computational Int… (2024)

  14. No Access

    Article

    Contrastive visual feature filtering for generalized zero-shot learning

    Generalized zero-shot learning aims to classify images from seen and unseen classes only by training with seen samples, which encounters the seen-unseen bias problem. Existing methods seek to solve the seen-un...

    Shixuan Meng, Rongxin Jiang, **ang Tian in International Journal of Machine Learning … (2024)

  15. No Access

    Article

    Deep question generation model based on dual attention guidance

    Question generation refers to the automatic generation of questions by computer systems based on given paragraphs and answers, which is one of the research hotspots in natural language processing. Although pre...

    **hong Li, Xuejie Zhang, ** Wang in International Journal of Machine Learning … (2024)

  16. No Access

    Article

    Pronunciation guided copy and correction model for ASR error correction

    Error correction has proven to be an effective means for refining mistakes produced by Automatic Speech Recognition (ASR) models, thereby contributing to a notable reduction in the Word Error Rate (WER) at the...

    Ling Dong, Wenjun Wang, Zhengtao Yu in International Journal of Machine Learning … (2024)

  17. Article

    Open Access

    Retraction Note: Meta-analysis of Artificial Intelligence-Assisted Pathology for the Detection of Early Cervical Cancer

    Di Qin, Chunmei Zhang, Huan Zhou in International Journal of Computational Int… (2024)

  18. No Access

    Article

    Efficiency Enhancement in Hammer Mills through Biomimetic Pigeon Wing Sieve Design

    Hammer mill is widely used in the feed processing industry. During its operation, the material is thrown against the inner wall of the sieve after being broken by the hammer. Limited by the annular structure s...

    **dong Wang, Zhanyang Wu, Yi Chen, Yuhong **e in Journal of Bionic Engineering (2024)

  19. No Access

    Article

    Event-Triggered Adaptive Fuzzy Finite-Time Control for Steer-by-Wire Vehicle Systems

    This paper investigates an event-triggered adaptive fuzzy finite-time control issue for the steer-by-wire vehicle (SBWV) systems. Different from the steer-by-wire (SBW) system studied by the previous literatur...

    Shifeng Zhou, Yongming Li, Shaocheng Tong in International Journal of Fuzzy Systems (2024)

  20. No Access

    Article

    Multi-order attribute network representation learning via constructing hierarchical graphs

    Network representation learning (NRL) is widely used for such tasks as link prediction, node classification in network analysis. For NRL, it is a challenge in effectively fusing structural features and attribu...

    Mingqiang Zhou, Qizhi Han, Dan Liu in International Journal of Machine Learning … (2024)

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