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Knowledge-Based Systems, Volume 300
Volume 300, 2024
- Martin Kang, Gary F. Templeton, Dong-Heon Kwak, Sungyong Um:
Development of an AI framework using neural process continuous reinforcement learning to optimize highly volatile financial portfolios. 112017 - Muyao Yuan, Weizhan Zhang, Caixia Yan, Tieliang Gong, Yuanhong Zhang, Jiangyong Ying:
Adaptive token selection for efficient detection transformer with dual teacher supervision. 112036 - Chenhui Qian, Zhaojun Yang, Jialong He, Chenchen Wu, Cheng Ma, Shaoyang Liu:
A new indirect transfer fault diagnosis method based on feature separation. 112058 - Yan Kang, Jingyu Zheng, Mingjian Yang, Ning An:
Inter-structure and intra-semantics graph contrastive learning for disease prediction. 112059 - Elias José De Rezende Freitas, Miri Weiss-Cohen, Armando Alves Neto, Frederico Gadelha Guimarães, Luciano C. A. Pimenta:
DE3D-NURBS: A differential evolution-based 3D path-planner integrating kinematic constraints and obstacle avoidance. 112084 - Zhensheng Shi, Haiyong Zheng, Junyu Dong:
Spatiotemporal self-supervised predictive learning for atmospheric variable prediction via multi-group multi-attention. 112090 - Li Li, Jingzhou Xu:
Multi-label category enhancement fusion distillation based on variational estimation. 112092 - Chao Zhai, Yuhui Du, Hong Qu, Tianlei Wang, Fan Zhang, Mingsheng Fu, Wenyu Chen:
Class-agnostic counting and localization with feature augmentation and scale-adaptive aggregation. 112104 - Pierre Leleux, Bertrand Lebichot, Guillaume Guex, Marco Saerens:
Sparse randomized policies for Markov decision processes based on Tsallis divergence regularization. 112105 - Dandan Zhao, Jintang Bian, Hongpeng Yin, Yuyu Huang, Yan Qin:
Multi-view clustering via latent consistency multi-graph fusion. 112106 - Shuai Ma, Zhuyun Chen, Ding Zhang, Yixian Du, Xiaoji Zhang, Qiang Liu:
Interpretable multi-task neural network modeling and particle swarm optimization of process parameters in laser welding. 112116 - Zhiyi Duan, Hengnian Gu, Yuan Ke, Dongdai Zhou:
EBERT: A lightweight expression-enhanced large-scale pre-trained language model for mathematics education. 112118 - Hongwei Zeng, Bifan Wei, Jun Liu:
RTRL: Relation-aware Transformer with Reinforcement Learning for Deep Question Generation. 112120 - Bowen Guo, Xiang Chang, Fei Chao, Xiawu Zheng, Chih-Min Lin, Yanjie Chen, Changjing Shang, Qiang Shen:
ARLP: Automatic multi-agent transformer reinforcement learning pruner for one-shot neural network pruning. 112122 - Zhi Li, Yanjie Yang, H. Cheng:
Efficient multi-agent cooperation: Scalable reinforcement learning with heterogeneous graph networks and limited communication. 112124 - Juwei Guan, Jiaxiang Liu, Shuying Huang, Yong Yang:
ECLB: Efficient contrastive learning on bi-level for noisy labels. 112128 - Yaoqi Hu, Axi Niu, Jinqiu Sun, Yu Zhu, Qingsen Yan, Wei Dong, Marcin Wozniak, Yanning Zhang:
Dynamic center point learning for multiple object tracking under Severe occlusions. 112130 - Ziqian Lu, Zheming Lu, Yunlong Yu, Zewei He, Hao Luo, Yangming Zheng:
Learning Multiple Criteria Calibration for Generalized Zero-shot Learning. 112131 - Gehui Li, Shanshan Zhao, Tongtong Zhao:
Diff-ReColor: Rethinking image colorization with a generative diffusion model. 112133 - Siyuan Ren, Wenjie Zhao, Antong Zhang, Bo Zhang, Bo Han:
Monocular-GPS Fusion 3D object detection for UAVs. 112134 - Xu Zhang, Zhedong Zheng, Linchao Zhu, Yi Yang:
Collaborative group: Composed image retrieval via consensus learning from noisy annotations. 112135 - Xin Sun, Qiyi Guo, Shiqi Ge:
GFN: A novel joint entity and relation extraction model with redundancy and denoising strategies. 112137 - Jinglong Gao, Xiao Ding, Zhongyang Li, Ting Liu, Bing Qin:
Event Causality Identification via Competitive-Cooperative Cognition Networks. 112139 - Faqian Guan, Tianqing Zhu, Hanjin Tong, Wanlei Zhou:
A realistic model extraction attack against graph neural networks. 112144 - G. M. Biju, Gopinatha Pillai:
Sequential node search for faster neural architecture search. 112145 - Bingjun Qin, Zhenhua Huang, Xing Tian, Yunwen Chen, Wenguang Wang:
GACRec: Generative adversarial contrastive learning for improved long-tail item recommendation. 112146 - Serkan Kirik, Irem Tasci, Prabal Datta Barua, Arif Metehan Yildiz, Tugce Keles, Mehmet Baygin, Ilknur Tuncer, Sengul Dogan, Turker Tuncer, Aruna Devi, Ru San Tan, U. Rajendra Acharya:
DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals. 112150 - Qingxu Shang, Jie Li, Yunquan Song:
Transfer learning for sparse variable selection in high-dimensional regression from quadratic measurement. 112151 - Yixuan Wang, Wei Hong, Xueqin Zhang, Qing Zhang, Chunhua Gu:
Boosting transferability of adversarial samples via saliency distribution and frequency domain enhancement. 112152 - Jun Zhang, Yubin Li, Fanfan Shen, Chenxi Xia, Hai Tan, Yanxiang He:
Hierarchy-Aware and Label Balanced Model for Hierarchical Text Classification. 112153 - Jordi Pascual-Fontanilles, Aïda Valls, Pedro Romero-Aroca:
Multivariate data binning and examples generation to build a Diabetic Retinopathy classifier based on temporal clinical and analytical risk factors. 112154 - Rui Yang, Jiahao Zhu, Jianping Man, Li Fang, Yi Zhou:
Enhancing text-based knowledge graph completion with zero-shot large language models: A focus on semantic enhancement. 112155 - Yuyao Zhai, Liang Chen, Minghua Deng:
Intrinsic structure exploitation with dual alignment for universal visual recognition. 112156 - Qiyan Zang, Jian Zhang, Liling Bo, Yuchen Xiao, Guangwei Gao, Heng Zhang, Hongran Li, Zhaoman Zhong, Yan Ren:
A fully automatic adjacent key-points localization framework for minimal repeated pattern detection in printed fabric images. 112157 - Yunchang Seol, Suho Kim, Minwoo Jung, Youngjoon Hong:
A novel physics-aware graph network using high-order numerical methods in weather forecasting model. 112158 - Wei Cheng, Yining Feng, Liyang Song, Xiang-Hai Wang:
DMF2Net: Dynamic multi-level feature fusion network for heterogeneous remote sensing image change detection. 112159 - Yaqiang Wu, Hui Zhu, Chenyang Wang, Fujian Song, Haiping Zhu, Yan Chen, Qinghua Zheng, Feng Tian:
Programming knowledge tracing based on heterogeneous graph representation. 112161 - Xinzhu Bai, Lingyun Zhang, Mingtao Jiang, Hong Peng, Jun Wang, Qian Yang, Antonio Ramírez-de-Arellano:
Gated graph spiking neural P network for session-based recommendation. 112162 - Yu-Xi Lin, Qi-Rong Zhang, Jin Li, Xiao-Ting Gong, Yang-Geng Fu:
Curriculum-guided dynamic division strategy for graph contrastive learning. 112163 - Xuewei Luo, Anjie Zhu, Jiasheng Zhang, Jie Shao:
HierarT: Multi-hop temporal knowledge graph forecasting with hierarchical reinforcement learning. 112164 - Yufei Mu, Jin Yang, Tianrui Li, Siyu Li, Weiheng Liang:
HA-GCEN: Hyperedge-abundant graph convolutional enhanced network for hate speech detection. 112166 - Ningjiang Chen, Huan Tu, Haoyang Zeng, Yangjie Ou:
Anomaly detection for key performance indicators by fusing self-supervised spatio-temporal graph attention networks. 112167 - Shenxing Wei, Xing Wei, Zhiheng Ma, Songlin Dong, Shaochen Zhang, Yihong Gong:
Few-shot online anomaly detection and segmentation. 112168 - Khwaja Mutahir Ahmad, Qiao Liu, Mian Muhammad Yasir Khalil, Yanglei Gan, Abdullah Aman Khan, Xueyi Liu, Junjie Lang:
Aspect-specific Parsimonious Segmentation via Attention-based Graph Convolutional Network for Aspect-Based Sentiment Analysis. 112169 - Yuncong Feng, Yeming Cong, Shuaijie Xing, Hairui Wang, Zihang Ren, Xiaoli Zhang:
GCFormer: Multi-scale feature plays a crucial role in medical images segmentation. 112170 - Rahman Farnoosh, Hamidreza Noushkaran:
Development of an unsupervised pseudo-deep approach for brain tumor detection in magnetic resonance images. 112171 - Tae Jong Choi, Nikhil Pachauri:
Adaptive search space for stochastic opposition-based learning in differential evolution. 112172 - Goncalo Almeida, Fernando Bação:
UMAP-SMOTENC: A simple, efficient, and consistent alternative for privacy-aware synthetic data generation. 112174 - Tian Zhang, Cheng Lian, Bingrong Xu, Yixin Su, Zhigang Zeng:
Cardiac signals classification via optional multimodal multiscale receptive fields CNN-enhanced Transformer. 112175 - Bhukya Ramadevi, Kasi Venkata Ramana, Kishore Bingi:
Enhancement of Texas wind turbine power predictions using fractional order neural network by incorporating machine learning models to impute missing data. 112176 - Wenbin Ye, Quan Qian:
Forecasting the molecular interactions: A hypergraph-based neural network for molecular relational learning. 112177 - Xianhui Zong, Yong Qi, He Yan, Qiaolin Ye:
An Intelligent Deep Learning Framework for Traffic Flow Imputation and Short-term Prediction Based on Dynamic Features. 112178 - Chenyu Ma, Xiaotong Tu, Guanxing Zhou, Yue Huang, Xinghao Ding:
Source-free cross-domain fault diagnosis of rotating machinery using the Siamese framework. 112179 - Guiping Chen, Dong Xiang, Tingting Liu, Feng Xu, Wangsen Li:
Deep conditional adversarial subdomain adaptation network for unsupervised mechanical fault diagnosis. 112180 - Tianyang Lei, Mengxin Ou, Chang Gong, Jichao Li, Ke-Wei Yang:
An unsupervised deep global-local views model for anomaly detection in attributed networks. 112185
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