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Free lunch for federated remote sensing target fine-grained classification: A parameter-efficient framework

JOURNAL ARTICLE published June 2024 in Knowledge-Based Systems

Authors: Shengchao Chen | Ting Shu | Huan Zhao | Jiahao Wang | Sufen Ren | Lina Yang

BMB-LIME: LIME with modeling local nonlinearity and uncertainty in explainability

JOURNAL ARTICLE published June 2024 in Knowledge-Based Systems

Research funded by National Science and Technology Council (NSTC112-2221-E-002-003)

Authors: Yu-Hsin Hung | Chia-Yen Lee

Multi-scale feature enhanced spatio-temporal learning for traffic flow forecasting

JOURNAL ARTICLE published June 2024 in Knowledge-Based Systems

Research funded by National Natural Science Foundation of China (62276215,62176221,61976247,62272398)

Authors: Shengdong Du | Tao Yang | Fei Teng | Junbo Zhang | Tianrui Li | Yu Zheng

Faithful Counterfactual Visual Explanations (FCVE)

JOURNAL ARTICLE published June 2024 in Knowledge-Based Systems

Authors: Bismillah Khan | Syed Ali Tariq | Tehseen Zia | Muhammad Ahsan | David Windridge

Modeling question difficulty for unbiased cognitive diagnosis: A causal perspective

JOURNAL ARTICLE published June 2024 in Knowledge-Based Systems

Research funded by National Natural Science Foundation of China (61906107)

Authors: Xin Chen | Shaofei Feng | Min Yang | Kai Zhao | Ronghui Xu | Chaoran Cui | Meng Chen

HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection

JOURNAL ARTICLE published June 2024 in Knowledge-Based Systems

Authors: Maozhen Liu | Xiaoguang Di | Wenzhuang Wang

Semi-supervised multi-label dimensionality reduction learning based on minimizing redundant correlation of specific and common features

JOURNAL ARTICLE published June 2024 in Knowledge-Based Systems

Authors: Runxin Li | Gaozhi Zhou | Xiaowu Li | Lianyin Jia | Zhenhong Shang

MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection

JOURNAL ARTICLE published August 2022 in Knowledge-Based Systems

Authors: Gaojian Wang | Qian Jiang | Xin Jin | Wei Li | Xiaohui Cui

Synergistic team composition: A computational approach to foster diversity in teams

JOURNAL ARTICLE published October 2019 in Knowledge-Based Systems

Authors: Ewa Andrejczuk | Filippo Bistaffa | Christian Blum | Juan A. Rodríguez-Aguilar | Carles Sierra

A new trapezoidal fuzzy linear programming method considering the acceptance degree of fuzzy constraints violated

JOURNAL ARTICLE published May 2018 in Knowledge-Based Systems

Research funded by National Natural Science Foundation of China (71740021, 61263018, and 11461030) | Natural Science Foundation of Jiangxi Province of China (20171BAB201011) | Young scientists Training object of Jiangxi province (20151442040081)

Authors: Jiu-ying Dong | Shu-Ping Wan

A new method to determine basic probability assignment from training data

JOURNAL ARTICLE published July 2013 in Knowledge-Based Systems

Authors: Peida Xu | Yong Deng | Xiaoyan Su | Sankaran Mahadevan

Two-sided matching model for complex product manufacturing tasks based on dual hesitant fuzzy preference information

JOURNAL ARTICLE published December 2019 in Knowledge-Based Systems

Research funded by National Natural Science Foundation of China (71571023) | Ministry of Education of China (19YJC630141) | Scientific and Technological Research Program of Chongqing Municipal Education Commission, China (KJQN201800832) | Fundamental Research Funds for the Central Universities, China (2018CDXYJX0019)

Authors: Baodong Li | Yu Yang | Jiafu Su | Na Zhang | Sheng Wang

Multifactor and multiscale method for power load forecasting

JOURNAL ARTICLE published May 2023 in Knowledge-Based Systems

Authors: Yan Zhang | Lifei Liu | Fangmin Yuan | Huipeng Zhai | Chuang Song

Smart contract-based caching and data transaction optimization in mobile edge computing

JOURNAL ARTICLE published September 2022 in Knowledge-Based Systems

Authors: Ge Wang | Chunlin Li | Yong Huang | Xiangli Wang | Youlong Luo

Optimizing fake news detection for Arabic context: A multitask learning approach with transformers and an enhanced Nutcracker Optimization Algorithm

JOURNAL ARTICLE published November 2023 in Knowledge-Based Systems

Research funded by Prince Sattam bin Abdulaziz University (PSAU/2023/R/1445)

Authors: Abdelghani Dahou | Ahmed A. Ewees | Fatma A. Hashim | Mohammed A.A. Al-qaness | Dina Ahmed Orabi | Eman M. Soliman | Elsayed M. Tag-eldin | Ahmad O. Aseeri | Mohamed Abd Elaziz

Dual Regularized Unsupervised Feature Selection Based on Matrix Factorization and Minimum Redundancy with application in gene selection

JOURNAL ARTICLE published November 2022 in Knowledge-Based Systems

Authors: Farid Saberi-Movahed | Mehrdad Rostami | Kamal Berahmand | Saeed Karami | Prayag Tiwari | Mourad Oussalah | Shahab S. Band

Cataract detection based on ocular B-ultrasound images by collaborative monitoring deep learning

JOURNAL ARTICLE published November 2021 in Knowledge-Based Systems

Authors: Yong Wang | Chenwei Tang | Jian Wang | Yongsheng Sang | Jiancheng Lv

A Novel Smell Agent Optimization (SAO): An extensive CEC study and engineering application

JOURNAL ARTICLE published November 2021 in Knowledge-Based Systems

Authors: Ahmed T. Salawudeen | Muhammed B. Mu’azu | Yusuf A. Sha’aban | Adewale E. Adedokun

Evolutionary dynamics of strategies for threshold snowdrift games on complex networks

JOURNAL ARTICLE published August 2017 in Knowledge-Based Systems

Research funded by National Natural Science Foundation of China (61603199,61603201,61573199)

Authors: Yuying Zhu | Jianlei Zhang | Qinglin Sun | Zengqiang Chen

Multiview nonlinear discriminant structure learning for emotion recognition

JOURNAL ARTICLE published December 2022 in Knowledge-Based Systems

Authors: Shuai Guo | Li Song | Rong Xie | Lin Li | Shenglan Liu