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Knowledge-Based Systems, Volume 247
Volume 247, July 2022
- Ren Wang
, Haoliang Sun
, Xiushan Nie, Yilong Yin:
SNIP-FSL: Finding task-specific lottery jackpots for few-shot learning. 108427 - Yu Chen
, Yunan Zheng, Zhenyu Xu, Tianhang Tang, Zixin Tang, Jie Chen
, Yiguang Liu:
Cross-Domain Few-Shot Classification based on Lightweight Res2Net and Flexible GNN. 108623 - Andreas Theissler
, Mark Thomas, Michael Burch
, Felix Gerschner
:
ConfusionVis: Comparative evaluation and selection of multi-class classifiers based on confusion matrices. 108651 - Mahshid Hatamzad
, Geanette Polanco Pinerez, Johan Casselgren
:
Intelligent cost-effective winter road maintenance by predicting road surface temperature using machine learning techniques. 108682 - Eli Simhayev, Gilad Katz
, Lior Rokach
:
Integrated prediction intervals and specific value predictions for regression problems using neural networks. 108685 - Juntao Zhang
, Hai Lan
, Xiandi Yang, Shuaichao Zhang, Wei Song
, Zhiyong Peng
:
Weakly supervised setting for learning concept prerequisite relations using multi-head attention variational graph auto-encoders. 108689 - Jingyao Li, Shuai Lü
, Wenbo Zhu, Zhanshan Li
:
Enhancing transferability and discriminability simultaneously for unsupervised domain adaptation. 108705 - Hongfeng Xu, Donglin Cao, Shaozi Li:
A self-regulated generative adversarial network for stock price movement prediction based on the historical price and tweets. 108712 - Maocan Song
, Lin Cheng:
An augmented Lagrangian relaxation method for the mean-standard deviation based vehicle routing problem. 108736 - Zhi-jiao Du
, Zhixiang Chen, Su-min Yu:
Commercial-risk joint analysis with probabilistic linguistic assessments. 108737 - Saeede Anbaee Farimani
, Majid Vafaei Jahan, Amin Milani Fard
, Seyed Reza Kamel Tabbakh:
Investigating the informativeness of technical indicators and news sentiment in financial market price prediction. 108742 - Min Shi, Yufei Tang, Xingquan Zhu
, Yu Huang
, David A. Wilson, Yuan Zhuang
, Jianxun Liu:
Genetic-GNN: Evolutionary architecture search for Graph Neural Networks. 108752 - Oilson Alberto Gonzatto Junior
, Diego Carvalho do Nascimento
, Cibele Maria Russo
, Marcos Jardel Henriques
, Caio Paziani Tomazella
, Maristela Oliveira Santos
, Denis Neves, Diego Assad, Rafaela Guerra, Evelyn Keise Bertazo, José Alberto Cuminato
, Francisco Louzada
:
Safety-Stock: Predicting the demand for supplies in Brazilian hospitals during the COVID-19 pandemic. 108753 - Dongyun Lin
, Yiqun Li, Yi Cheng, Shitala Prasad, Tin Lay Nwe, Sheng Dong, Aiyuan Guo:
Multi-view 3D object retrieval leveraging the aggregation of view and instance attentive features. 108754 - Haifeng Liu
, Hongfei Lin, Bo Xu, Nan Zhao
, Dongzhen Wen, Xiaokun Zhang, Yuan Lin:
Perceived individual fairness with a molecular representation for medicine recommendations. 108755 - Roberto Corizzo
, Michael Baron, Nathalie Japkowicz
:
CPDGA: Change point driven growing auto-encoder for lifelong anomaly detection. 108756 - Yanhao Yang
, Pan Shi, Yuyi Wang, Kun He
:
Quadratic Optimization based Clique Expansion for overlapping community detection. 108760 - Danial Bahmanyar, Navid Razmjooy
, Seyedali Mirjalili:
Multi-objective scheduling of IoT-enabled smart homes for energy management based on Arithmetic Optimization Algorithm: A Node-RED and NodeMCU module-based technique. 108762 - Tuanfei Zhu, Cheng Luo, Zhihong Zhang, Jing Li, Siqi Ren, Yifu Zeng:
Minority oversampling for imbalanced time series classification. 108764 - Manuel Schneckenreither
, Stefan Haeussler
, Juanjo Peiró:
Average reward adjusted deep reinforcement learning for order release planning in manufacturing. 108765 - Gaihua Wang, Qianyu Zhai
, Hong Liu:
Cross self-attention network for 3D point cloud. 108769 - Rama Krishna Eluri
, Nagaraju Devarakonda:
Binary Golden Eagle Optimizer with Time-Varying Flight Length for feature selection. 108771 - Haitao Liu
, Jiaqi Ding, Xinyu Xie, Xiaomo Jiang
, Yusong Zhao, Xiaofang Wang:
Scalable multi-task Gaussian processes with neural embedding of coregionalization. 108775 - Javier Parra-Arnau, Thorsten Strufe
, Josep Domingo-Ferrer:
Differentially private publication of database streams via hybrid video coding. 108778 - Haifeng Xu, Haiyang Pan, Jinde Zheng, Qingyun Liu, Jinyu Tong:
Dynamic penalty adaptive matrix machine for the intelligent detection of unbalanced faults in roller bearing. 108779 - Sergio Consoli
, Luca Barbaglia
, Sebastiano Manzan:
Fine-grained, aspect-based sentiment analysis on economic and financial lexicon. 108781 - Xianhui Chen, Ying Chen, Wenjun Ma, Xiaomao Fan, Ye Li:
Toward sleep apnea detection with lightweight multi-scaled fusion network. 108783 - Minggang Gan, Yuxuan He
:
Adaptive depth-aware visual relationship detection. 108786 - Qiang Gao
, Wei Wang
, Kunpeng Zhang, Xin Yang
, Congcong Miao
, Tianrui Li
:
Self-supervised representation learning for trip recommendation. 108791 - Qi Zhang
, Bin Wu, Zhongchuan Sun
, Yangdong Ye:
Gating augmented capsule network for sequential recommendation. 108817 - Wenhui Guo, Guixun Xu, Yanjiang Wang:
Horizontal and vertical features fusion network based on different brain regions for emotion recognition. 108819 - Weisheng Li
, Yinghui Zhao, Feiyan Li, Linhong Wang:
MIA-Net: Multi-information aggregation network combining transformers and convolutional feature learning for polyp segmentation. 108824
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