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Knowledge-Based Systems, Volume 294
Volume 294, 2024
- Andrzej Kochanski
, Jacek Kozlowski, Marcin Perzyk
Data-driven advisory system for industrial manufacturing. Application to the aluminum extrusion process. 111631 - Ang Chen
SigCo: Eliminate the inter-class competition via sigmoid for learning with noisy labels. 111651 - ChienHsing Wu
Profiling effects of filtering noise labels on learning performance. 111667 - Bismillah Khan, Syed Ali Tariq
Faithful Counterfactual Visual Explanations (FCVE). 111668 - João Tiago Aparício
Using dynamic knowledge graphs to detect emerging communities of knowledge. 111671 - Saihua Cai
CD-BTMSE: A Concept Drift detection model based on Bidirectional Temporal Convolutional Network and Multi-Stacking Ensemble learning. 111681 - Xiusheng Lu
Mixed Resolution Network with hierarchical motion modeling for efficient action recognition. 111686 - Shengchao Chen
Free lunch for federated remote sensing target fine-grained classification: A parameter-efficient framework. 111694 - Bo Liu, Wenbo Li, Jie Li, Xuan Cui
Attention non-negative spectral clustering. 111695 - R. Sarankumar, M. Ramkumar
Bidirectional gated recurrent unit with auto encoders for detecting arrhythmia using ECG data. 111696 - Ygor Canalli
Fair Transition Loss: From label noise robustness to bias mitigation. 111711 - Xing Gu, Rogemar S. Mamon
Interfacing learning methods for anomaly detection in multi-country financial stress indicators. 111712 - Yajing Wu
Learning the long-tail distribution in latent space for Weighted Link Prediction via conditional Invertible Neural Networks. 111714 - Ciprian-Octavian Truica
DANES: Deep Neural Network Ensemble Architecture for Social and Textual Context-aware Fake News Detection. 111715 - Wenyu Zhang
Training neural networks with classification rules for incorporating domain knowledge. 111716 - Zhitong Zhao
QDAP: Downsizing adaptive policy for cooperative multi-agent reinforcement learning. 111719 - Xiquan Zhang
Meta-learning framework with updating information flow for enhancing inductive prediction. 111720 - Zhen-Song Chen
Towards a collective opinion generation approach with multiple objectives for evaluating rail transit station accessibility in urban areas. 111721 - Tao Yan
NRGlassNet: Glass surface detection from visible and near-infrared image pairs. 111722 - Chao Wang
Blockchain-based service recommendation and trust enhancement model. 111723 - Yunpeng Jia
Multi-modal recursive prompt learning with mixup embedding for generalization recognition. 111726 - Yuyang Tan
A novel approach for demand estimation under a flexible mixed logit model. 111727 - Keyu Song, Yang Yu
Short-term load forecasting based on CEEMDAN and dendritic deep learning. 111729 - Yu-Hsin Hung, Chia-Yen Lee
BMB-LIME: LIME with modeling local nonlinearity and uncertainty in explainability. 111732 - Wei Liu, Xiaoyuan Jing, Deyu Zeng, Tengyu Zhang:
Tensor schatten-p norm guided incomplete multi-view self-representation clustering. 111733 - Jinsheng Xu
MNESEDA: A prior-guided subgraph representation learning framework for predicting disease-related enhancers. 111734 - Pengtao Lv
Intelligent extraction of medical entity relationship based on graph neural network and optimization strategy. 111735 - Yu Tang
Hierarchical reinforcement learning from imperfect demonstrations through reachable coverage-based subgoal filtering. 111736 - Chanwoo Choi
Outperforming the tutor: Expert-infused deep reinforcement learning for dynamic portfolio selection of diverse assets. 111739 - Levy de Souza Silva, Luciano Barbosa:
Improving dense retrieval models with LLM augmented data for dataset search. 111740 - Petr Mása
A novel algorithm weighting different importance of classes in enhanced association rules. 111741 - Jiyong Liao
K-NNDP: K-means algorithm based on nearest neighbor density peak optimization and outlier removal. 111742 - Dailusi Ma, Haiping Zhu, Siji Liao, Yan Chen, Jun Liu
Learning path recommendation with multi-behavior user modeling and cascading deep Q networks. 111743 - Fei Gao
SIF-TF: A Scene-Interaction fusion Transformer for trajectory prediction. 111744 - Mona Moradi, Javad Hamidzadeh
Handling class imbalance and overlap with a Hesitation-based instance selection method. 111745 - Yiling He, Deqiang He
Few-shot fault diagnosis of turnout switch machine based on flexible semi-supervised meta-learning network. 111746 - Su Wei, Yunbo Tang
Scale-variant structural feature construction of EEG stream via component-increased Dynamic Tensor Decomposition. 111747 - Huan Yan
ANN-DPC: Density peak clustering by finding the adaptive nearest neighbors. 111748 - Huiying Shi, Jing Guo, Yongzhen Ke
Personalized Image Aesthetics Assessment based on Graph Neural Network and Collaborative Filtering. 111749 - Xin Chen, Shaofei Feng, Min Yang, Kai Zhao
Modeling question difficulty for unbiased cognitive diagnosis: A causal perspective. 111750 - Chunkai Zhang
Multi-view contrastive learning with virtual social group influence for social recommendation. 111751 - Stelios Giannikis, Flavius Frasincar
Reinforcement learning for addressing the cold-user problem in recommender systems. 111752 - Dunlu Peng
SRM-TGA: A session-based recommendation model supported by temporal graph attention. 111763 - Mulugeta Shitie Zewudie
Adaptive feature selection for active trachoma image classification. 111764 - Maryam Amoozegar
Robust and efficient FISTA-based method for moving object detection under background movements. 111765 - Zhe Liu
Adaptive weighted multi-view evidential clustering with feature preference. 111770 - Mao Zhen Liu
HDNet: Human-like discrimination with visual key for few-shot cross-domain object detection. 111772 - Madhuri Husan Badole
Cluster-based multicast optimized routing in VANETs using elite knowledge-based genetic algorithm. 111773 - Xia Chen
Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets. 111774 - Resul Özdemir
Improved Marine Predators Algorithm and Extreme Gradient Boosting (XGBoost) for shipment status time prediction. 111775 - Xiaoping Qiu, Juan Li, Jesús Jaime Solano Noriega, Jun Liu:
A business process network efficiency model for handling conflicting information. 111776 - Bingbing Wang
What do they "meme"? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding. 111778 - Daojian Zeng
BDCore: Bidirectional Decoding with Co-graph Representation for Joint Entity and Relation Extraction. 111781 - Yao-Hui Li
Integrating human learning and reinforcement learning: A novel approach to agent training. 111782 - Erick Rodríguez-Esparza, Bernardo Morales-Castañeda, Ángel Casas-Ordaz, Diego Oliva
Handling the balance of operators in evolutionary algorithms through a weighted Hill Climbing approach. 111784 - Karima Hassini
An end-to-end learning approach for enhancing intrusion detection in Industrial-Internet of Things. 111785 - Yuxu Lu, Dong Yang, Yuan Gao
AoSRNet: All-in-One Scene Recovery Networks via multi-knowledge integration. 111786 - Shengdong Du, Tao Yang, Fei Teng, Junbo Zhang, Tianrui Li
Multi-scale feature enhanced spatio-temporal learning for traffic flow forecasting. 111787 - Linghui Yuan
Learning task-relevant representations via rewards and real actions for reinforcement learning. 111788 - Runxin Li
Semi-supervised multi-label dimensionality reduction learning based on minimizing redundant correlation of specific and common features. 111789 - Peng Xiao
Knowledge-based Clustering Federated Learning for fault diagnosis in robotic assembly. 111792 - Taiyong Li
Adaptive weighted ensemble clustering via kernel learning and local information preservation. 111793 - Dehu Jin, Qi Yu, Lan Yu, Meng Qi
SAW-GAN: Multi-granularity Text Fusion Generative Adversarial Networks for text-to-image generation. 111795 - Hai V. Duong
Mining Interesting Sequential Patterns using a Novel Balanced Utility Measure. 111796
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