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Knowledge-Based Systems, Volume 305
Volume 305, 2024
- Hamidreza Arian, Daniel Norouzi Mobarekeh, Luis Seco:
Backtest overfitting in the machine learning era: A comparison of out-of-sample testing methods in a synthetic controlled environment. 112477 - Abdur Rahman
, Lu He
Activation function optimization scheme for image classification. 112502 - Hanane Bouhmoud
Novel comprehensive unified classification system toward smart standardized built environment knowledge and low-risk international collaborations: UniCCC. 112533 - Siqi Hui, Sanping Zhou, Ye Deng
Gradient-guided channel masking for cross-domain few-shot learning. 112548 - Turker Tuncer, Sengul Dogan
Directed Lobish-based explainable feature engineering model with TTPat and CWINCA for EEG artifact classification. 112555 - Jingyu Zhu
INCOMPLETE multi-view clustering based on low-rank adaptive graph learning. 112562 - Jun Cheng
Weighted average algorithm: A novel meta-heuristic optimization algorithm based on the weighted average position concept. 112564 - Insu Choi
Unlocking ETF price forecasting: Exploring the interconnections with statistical dependence-based graphs and xAI techniques. 112567 - Marcin Przewiezlikowski
Augmentation-aware self-supervised learning with conditioned projector. 112572 - Laura Melgar-García
A novel incremental ensemble learning for real-time explainable forecasting of electricity price. 112574 - Qinglang Li, Jing Yang
SPIRF-CTA: Selection of parameter importance levels for reasonable forgetting in continuous task adaptation. 112575 - Yuting Wan
Bi-Interfusion: A bidirectional cross-fusion framework with semantic-guided transformers in LiDAR-camera fusion. 112577 - Dávid Gégény
Semiconcept and concept representations. 112579 - Orcan Alpar
Automated multiple sclerosis progression rate computation of a patient from 2D FLAIR images with Rayleigh-Weibull-Fuzzy imaging and augmented morphing method. 112580 - Rouhollah Ahmadian
Improved User Identification through Calibrated Monte-Carlo Dropout. 112581 - Zhaohui Li
Cascaded Cross-modal Alignment for Visible-Infrared Person Re-Identification. 112585 - Ming Gao
Dynamic multi-scale spatial-temporal graph convolutional network for traffic flow prediction. 112586 - Chenglong Li
KnowBug: Enhancing Large language models with bug report knowledge for deep learning framework bug prediction. 112588 - Doaa El-Shahat, Mohamed Abdel-Basset, Nourhan Talal, Abduallah Gamal, Mohamed Abouhawwash
BYDSEX: Binary Young's double-slit experiment optimizer with adaptive crossover for feature selection: Investigating performance issues of network intrusion detection. 112589 - Zhen Li, Kaiyu Wang, Chenxi Xue, Haotian Li, Yuki Todo, Zhenyu Lei, Shangce Gao:
Differential evolution with ring sub-population architecture for optimization. 112590 - Alloy Das, Shivakumara Palaiahnakote
Soft set-based MSER end-to-end system for occluded scene text detection, recognition and prediction. 112593 - Ruwen Zhang
Modeling group-level public sentiment in social networks through topic and role enhancement. 112594 - Yutian Ren
Self-labeling in multivariate causality and quantification for adaptive machine learning. 112595 - An-Tsun Wei, Shu Liu, Steven Lenhert, Hui Wang:
Improving Bayesian optimization via hierarchical variation modeling for combinatorial experiments given limited runs guided by process knowledge. 112596 - Dexian Wang
An autoencoder-like deep NMF representation learning algorithm for clustering. 112597 - Ying Li, Lijie Zhang, Siyuan Liu, Xiangfeng Wang, Chenghang Sun, Pengfei Liang
A novel interpretable semi-supervised graph learning model for intelligent fault diagnosis of hydraulic pumps. 112598 - Shuaiqi Liu
MAS-DGAT-Net: A dynamic graph attention network with multibranch feature extraction and staged fusion for EEG emotion recognition. 112599 - Celeste Damiani, Yulia Rodina, Sergio Decherchi
A hybrid federated kernel regularized least squares algorithm. 112600 - Shu Li, Lixin Han
Contrastive clustering based on generalized bias-variance decomposition. 112601 - Lingguang Hao, Kuangrong Hao
A hypothetical defenses-based training framework for generating transferable adversarial examples. 112602 - Boyuan Zhu
ACP-Net: Asymmetric Center Positioning Network for Real-Time Text Detection. 112603 - Jieyang Su
Multi-view multi-behavior interest learning network and contrastive learning for multi-behavior recommendation. 112604 - Yunfei Bai
Misalignment-resistant domain adaptive learning for one-stage object detection. 112605 - Zhengwu Liu
Transfer graph feature alignment guided multi-source domain adaptation network for machinery fault diagnosis. 112606 - Bo Liu
CBRec: A causal way balancing multidimensional attraction effect in POI recommendations. 112607 - Seulgi Kim, Seokwon Jeong
Bridge to better understanding: Syntax extension with virtual linking-phrase for natural language inference. 112608 - Sifan Ding
Local density based on weighted K-nearest neighbors for density peaks clustering. 112609 - Shuhuan Wen
Vision-and-language navigation based on history-aware cross-modal feature fusion in indoor environment. 112610 - Muhammad Fayaz, L. Minh Dang, Hyeonjoon Moon:
Enhancing land cover classification via deep ensemble network. 112611 - Eloy Reulen, Jie Shi
GA-SmaAt-GNet: Generative adversarial small attention GNet for extreme precipitation nowcasting. 112612 - Yu-Jeong Cheon, Wook-Yeon Hwang
GAN-based statistical process control for the time series data. 112613 - Basharat Ahmad
Enhancing the security in IoT and IIoT networks: An intrusion detection scheme leveraging deep transfer learning. 112614 - Mehak Mengi, Deepti Malhotra:
USMDA: Unsupervised Multisource Domain Adaptive ADHD prediction model using neuroimaging. 112615 - Yanshan Xiao, Mengyue Zeng
Multi-task ordinal regression with task weight discovery. 112616 - Huan Zhao
Supervised kernel principal component analysis-polynomial chaos-Kriging for high-dimensional surrogate modelling and optimization. 112617 - Hai-Long Yang
A concept fringe-based concept-cognitive learning method in skill context. 112618 - Johannes Pöppelbaum, Andreas Schwung
Improving quaternion neural networks with quaternionic activation functions. 112619 - Hongtao Huang
Accelerating one-shot neural architecture search via constructing a sparse search space. 112620 - Katarzyna Filus
Similarity-driven adversarial testing of neural networks. 112621 - Daojun Liang
Progressive Supervision via Label Decomposition: An long-term and large-scale wireless traffic forecasting method. 112622 - Yuhang Chang, Junhao Pan, Xuan Zhao, Bingyi Kang
Deceptive evidence detection of belief functions based on reinforcement learning in partial label environment. 112623 - Zhenyuan Huang
A cross-domain transfer learning model for author name disambiguation on heterogeneous graph with pretrained language model. 112624 - Xuemeng Tian
Agent-DA: Enhancing low-resource event extraction with collaborative multi-agent data augmentation. 112625 - N. Muhsina, Beegum J. Dhoulath:
DeSGOA: double exponential smoothing gazelle optimization algorithm-based deep learning model for blind source separation. 112626 - Tao Chen
Exploiting memristive autapse and temporal distillation for training spiking neural networks. 112627 - Minjie Feng
Utilizing Bayesian generalization network for reliable fault diagnosis of machinery with limited data. 112628 - Liang Zhao
Robust Visual Question Answering utilizing Bias Instances and Label Imbalance. 112629 - Chongwen Lyu, Chengjian Qiu, Kai Han, Saisai Li, Victor S. Sheng
Automatic medical report generation combining contrastive learning and feature difference. 112630 - Saeid Jafarzadeh Ghoushchi
Trust number: Trust-based modeling for handling decision-making problems. 112631 - Yiying Zhang, Guanzhong Zhou, Chao Huang
Neural network algorithm with transfer learning and dropout for using a UAV to search the lost target in motion. 112632 - K. Swathi
An automated intrusion detection system in IoT system using Attention based Deep Bidirectional Sparse Auto Encoder model. 112633 - Xin Huang, Fan Yang, Guanqiu Qi
Deep attributed graph clustering with feature consistency contrastive and topology enhanced network. 112634 - Chengyu Li, Debo Cheng, Guixian Zhang, Shichao Zhang:
Contrastive learning for fair graph representations via counterfactual graph augmentation. 112635 - Dikshit Chauhan, Anupam Trivedi, Anupam Yadav
U-AEFA: Online and offline learning-based unified artificial electric field algorithm for real parameter optimization. 112636 - Yunjiao Lei, Dayong Ye, Tianqing Zhu
A federated advisory teacher-student framework with simultaneous learning agents. 112637 - Ribot Fleury T. Ceskoutsé, Alain Bertrand Bomgni
HeteroKGRep: Heterogeneous Knowledge Graph based Drug Repositioning. 112638 - Zhengyi An, Xianghui Hu
A novel method for identifying key nodes in multi-layer networks based on dynamic influence range and community importance. 112639 - Chenquan Gan
Transfer-learning enabled micro-expression recognition using dense connections and mixed attention. 112640 - Bolin Zhang
Cross-modal recipe retrieval based on unified text encoder with fine-grained contrastive learning. 112641 - Faqian Guan, Tianqing Zhu
Topology modification against membership inference attack in Graph Neural Networks. 112642 - Liang Lin, Song Wang
A multi-aware graph convolutional network for driver drowsiness detection. 112643 - Yunxiao Yang
Dual De-confounded Causal Intervention method for knowledge graph error detection. 112644 - Yuying Zhu
Payoff-driven migration promotes the evolution of trust in networked populations. 112645 - Zeshu Tian
Personalised soft prompt tuning in pre-trained language models: Bridging multitask transfer learning and crowdsourcing learning. 112646 - Hai Yang
Denoising for balanced representation: A diffusion-informed approach to causal effect estimation. 112647 - Muxin Liao, Shishun Tian, Yuhang Zhang, Guoguang Hua, Wenbin Zou
Considering representation diversity and prediction consistency for domain generalization semantic segmentation. 112649 - Ehtesham Iqbal
Multi-scale feature reconstruction network for industrial anomaly detection. 112650 - Yafeng Li, Jiqing Zhang, Yuehan Chen, Yudong Li, Haoming Tang, Xianping Fu
Underwater image restoration via spatially adaptive polarization imaging and color correction. 112651 - Shubao Zhao, Xinxing Zhou
Rethinking self-supervised learning for time series forecasting: A temporal perspective. 112652 - Yong Zhang
PPDistiller: Weakly-supervised 3D point cloud semantic segmentation framework via point-to-pixel distillation. 112654 - Mobeen Ur Rehman
Advanced drone-based weed detection using feature-enriched deep learning approach. 112655 - Mei Yu, Feng Peng, Yue Zhao, Wenbin Zhang, Jian Yu, Mankun Zhao:
IDSV-GCN: Integrating Dual Syntactic Views Graph Convolutional Network for aspect-based sentiment analysis. 112656 - Xiaowen Ma
Multi-interest sequential recommendation with contrastive learning and temporal analysis. 112657 - Liu Cheng, Haochen Qi, Rongcai Ma, Xiangwei Kong
FS-PTL: A unified few-shot partial transfer learning framework for partial cross-domain fault diagnosis under limited data scenarios. 112658 - Lu Cao, Jiancheng Li, Junying Gan, Hao Xie, Chaoyun Mai, Xiquan He, Min Luo, Guangwu Liu:
SSTL-FM: Self-supervised transfer learning-based fusion model for the classification of benign-malignant lung nodules. 112659 - Yaxiong Ma
Clustering dynamic networks by discriminating roles of vertices and capturing temporality with subsequent feature projection. 112660 - Mingxin Gan
CGG: Category-aware global graph contrastive learning for session-based recommendation. 112661 - Jianping Mei, Xiangli Li
Dual semi-supervised hypergraph regular multi-view NMF with anchor graph embedding. 112662 - Ali Reza Sattarzadeh
Unification of probabilistic graph model and deep reinforcement learning (UPGMDRL) for multi-intersection traffic signal control. 112663 - Siying Wang
Enhancing collaboration in multi-agent reinforcement learning with correlated trajectories. 112665 - Nicolás R. Uribe, Alberto Herrán
Path relinking strategies for the bi-objective double floor corridor allocation problem. 112666 - Xue Jiang
CSP-Net: Common spatial pattern empowered neural networks for EEG-based motor imagery classification. 112668 - Chao Ren, Jinbo Chen, Rui Li, Weihao Zheng, Yijiang Chen, Yikun Yang, Xiaowei Zhang, Bin Hu:
Semi-supervised pairwise transfer learning based on multi-source domain adaptation: A case study on EEG-based emotion recognition. 112669 - Jie Wang, Shuiping Yuan, Tuantuan Lu, Hao Zhao, Yongxiang Zhao:
Fusing YOLOv5s-MediaPipe-HRV to classify engagement in E-learning: From the perspective of external observations and internal factors. 112670 - Hao Li, Zongyang Liu, Jing Lin, Jinyang Jiao, Tian Zhang, Wenhao Li:
Anti-forgetting source-free domain adaptation method for machine fault diagnosis. 112672 - Bin Chen
Multi-view representation learning with dual-label collaborative guidance. 112680 - Chang Wu
PMCN: Parallax-motion collaboration network for stereo video dehazing. 112681 - Vincenzo Moscato
ALDANER: Active Learning based Data Augmentation for Named Entity Recognition. 112682 - Youcheng Yan
Collaborate SLM and LLM with latent answers for event detection. 112684 - Zaifeng Hua
Local Metric NER: A new paradigm for named entity recognition from a multi-label perspective. 112686 - Shichao Wu
CRATI: Contrastive representation-based multimodal sound event localization and detection. 112692 - V. Shandhoosh, Naveen Venkatesh S., G. Chakrapani, V. Sugumaran, Sangharatna M. Ramteke, Max Marian
Intelligent fault diagnosis for tribo-mechanical systems by machine learning: Multi-feature extraction and ensemble voting methods. 112694 - Bo Meng, Amin Rezaeipanah
Robust deadline-aware network function parallelization framework under demand uncertainty. 112696
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