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KSEM 2022: Singapore
- Gérard Memmi, Baijian Yang, Linghe Kong, Tianwei Zhang, Meikang Qiu
:
Knowledge Science, Engineering and Management - 15th International Conference, KSEM 2022, Singapore, August 6-8, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13369, Springer 2022, ISBN 978-3-031-10985-0
Knowledge Engineering Research and Applications (KERA)
- Ouxia Du
Multi-view Heterogeneous Network Embedding. 3-15 - Tiechui Yao
A Multi-level Attention-Based LSTM Network for Ultra-short-term Solar Power Forecast Using Meteorological Knowledge. 16-28 - Bo Li, Tianbao Liang, Jianming Lv, Shengjing Chen, Hongjian Xie:
Unsupervised Person Re-ID via Loose-Tight Alternate Clustering. 29-42 - Xiaochun Qu, Zheyuan Zhang, Wei Xiao, Jinye Ran, Guodong Wang, Zili Zhang:
Sparse Dense Transformer Network for Video Action Recognition. 43-56 - Ming Wu, Junqian Xing, Shanxiong Chen:
Deep User Multi-interest Network for Click-Through Rate Prediction. 57-69 - Huifan Yang
Open Relation Extraction via Query-Based Span Prediction. 70-81 - Baolin Jia, Shiqun Yin, Ningchao Wang, Junli Lin:
Relational Triple Extraction with Relation-Attentive Contextual Semantic Representations. 82-93 - Chen Lin
Mario Fast Learner: Fast and Efficient Solutions for Super Mario Bros. 94-103 - Bo Liu, Lei Liu, Peiyi Wang:
Few-Shot Learning with Self-supervised Classifier for Complex Knowledge Base Question Answering. 104-116 - Zongguo Wang
Data-Driven Approach for Investigation of Irradiation Hardening Behavior of RAFM Steel. 117-127 - Ankun Wang, Feng Liu, Zhen Huang, Minghao Hu, Dongsheng Li, Yifan Chen, Xinjia Xie
Deep-to-Bottom Weights Decay: A Systemic Knowledge Review Learning Technique for Transformer Layers in Knowledge Distillation. 128-139 - Xiubin Yu, Xingjun Chen, Zhen Huang, Yong Dou, Biao Hu:
Topic and Reference Guided Keyphrase Generation from Social Media. 140-154 - Yijie Wang
DISEL: A Language for Specifying DIS-Based Ontologies. 155-171 - Xiaohui Wei, Mingkai Hou, Chenghao Ren, Xiang Li, Hengshan Yue:
MSSA-FL: High-Performance Multi-stage Semi-asynchronous Federated Learning with Non-IID Data. 172-187 - Yizhao Wang, Yuncheng Jiang:
A GAT-Based Chinese Text Classification Model: Using of Redical Guidance and Association Between Characters Across Sentences. 188-199 - Xinzhi Wang, Yang Liu, Yudong Chang, Chao Jiang, Qingjie Zhang:
Incorporating Explanations to Balance the Exploration and Exploitation of Deep Reinforcement Learning. 200-211 - Jing Ren, Tianyang Cao, Yifan Yang, Yunyan Zhang, Xi Chen, Tian Feng, Baobao Chang, Zhifang Sui, Ruihui Zhao, Yefeng Zheng, Bang Liu:
CLINER: Clinical Interrogation Named Entity Recognition. 212-224 - Hao Yang, Shimin Tao, Minghan Wang, Min Zhang, Daimeng Wei, Shuai Zhao, Miaomiao Ma, Ying Qin:
CCDC: A Chinese-Centric Cross Domain Contrastive Learning Framework. 225-236 - Yanyun Pang, Aimin Wang, Yuying Lian, Jiahui Li, Geng Sun:
A Multi-objective Optimization Method for Joint Feature Selection and Classifier Parameter Tuning. 237-248 - Baoshuo Kan, Wenpeng Lu
Word Sense Disambiguation Based on Memory Enhancement Mechanism. 249-260 - Liang Zhu, Gengchen Hou, Xin Song, Yonggang Wei, Yu Wang:
A Spatial Interpolation Using Clustering Adaptive Inverse Distance Weighting Algorithm with Linear Regression. 261-272 - Ronghua Zhang, Zhenlong Zhu, Changzheng Liu, Yuhua Li, Ruixuan Li:
Deep Neural Factorization Machine for Recommender System. 273-286 - Zhao Li, Yong Zhang, Zhao Zhang
Adaptive Spatial-Temporal Convolution Network for Traffic Forecasting. 287-299 - Tianxing Han, Pengyi Hao, Cong Bai:
Structural and Temporal Learning for Dropout Prediction in MOOCs. 300-311 - Xingsheng Zhang, Yue Hu, Yajing Sun, Luxi Xing, Yuqiang Xie, Yunpeng Li, Wei Peng:
Document-Level Multi-event Extraction via Event Ontology Guiding. 312-324 - Langzhou He, Songxin Wang, Jiaxin Wang, Chao Gao, Li Tao:
Integrating Global Features into Neural Collaborative Filtering. 325-336 - Luomin Du
A Link Prediction Method Based on Graph Neural Network Using Node Importance. 337-348 - Krzysztof Kluza
Proposal of a Method for Creating a BPMN Model Based on the Data Extracted from a DMN Model. 349-358 - Amitabh Priyadarshi, Krzysztof J. Kochut:
PartKG2Vec: Embedding of Partitioned Knowledge Graphs. 359-370 - Nhung Thi-Hong Nguyen, Phuong Phan-Dieu Ha, Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen:
SPBERTQA: A Two-Stage Question Answering System Based on Sentence Transformers for Medical Texts. 371-382 - Zied Bouraoui, Sébastien Konieczny
Tree Edit Distance Based Ontology Merging Evaluation Framework. 383-395 - Haythem Chniti, Mariem Mahfoudh
Designing a Model of Driving Scenarios for Autonomous Vehicles. 396-405 - Shun Li, Zeheng Zhong, Bing Shi:
Ride-Hailing Order Matching and Vehicle Repositioning Based on Vehicle Value Function. 406-416 - Xinqi Du, Tianyi Liu, Songwei Zhao, Jiuman Song
District-Coupled Epidemic Control via Deep Reinforcement Learning. 417-428 - Qian Zhou, Ming Yang, Shidong Chen, Mengfan Tang, Xingbin Wang:
Multi-modal Face Anti-spoofing Using Channel Cross Fusion Network and Global Depth-Wise Convolution. 429-441 - Kaili Sun, Xudong Luo, Michael Y. Luo:
A Survey of Pretrained Language Models. 442-456 - Songwei Zhao, Jiuman Song
Intervention-Aware Epidemic Prediction by Enhanced Whale Optimization. 457-468 - Xu Wang
Scientific Item Recommendation Using a Citation Network. 469-484 - Qiwei Ji, Bo Yu, Zhiwei Yang, Hechang Chen:
LAM: Lightweight Attention Module. 485-497 - Ameni Chamekh, Mariem Mahfoudh
Sentiment Analysis Based on Deep Learning in E-Commerce. 498-507 - Li Xu, Wohuan Jia, Jiacheng Jiang, Yuntao Yu:
An Interpretability Algorithm of Neural Network Based on Neural Support Decision Tree. 508-519 - Zhengyang Ai, Guangjun Wu, Xin Wan, Zisen Qi, Yong Wang:
Towards Better Personalization: A Meta-Learning Approach for Federated Recommender Systems. 520-533 - Junlin Zhu, Xudong Luo
A BERT-Based Two-Stage Ranking Method for Legal Case Retrieval. 534-546 - Yang Liu, Xinzhi Wang, Yudong Chang, Chao Jiang:
Towards Explainable Reinforcement Learning Using Scoring Mechanism Augmented Agents. 547-558 - Thanh Le
ACRM: Integrating Adaptive Convolution with Recalibration Mechanism for Link Prediction. 559-570 - David Graf, Werner Retschitzegger, Wieland Schwinger, Elisabeth Kapsammer, Norbert Baumgartner:
Bridging Signals and Human Intelligence - Log Mining-Driven and Meta Model-Guided Ontology Population in Large-Scale IoT. 571-585 - Hadhami Mejbri, Mariem Mahfoudh
Deep Learning-Based Sentiment Analysis for Predicting Financial Movements. 586-596 - Juan Chen
Student Behavior Analysis and Performance Prediction Based on Blended Learning Data. 597-609 - Tan Yan:
Multi-objective Beetle Swarmoptimization for Portfolio Selection. 610-620 - Jingyuan Zhang:
A New K-Multiple-Means Clustering Method. 621-632 - Dehong He, Song Wu, Jinpeng Liu, Guoqiang Xiao:
Cross Transformer Network for Scale-Arbitrary Image Super-Resolution. 633-644 - Yingdong Wang
EEG Emotion Classification Using 2D-3DCNN. 645-654 - Weipeng Cao
BLSHF: Broad Learning System with Hybrid Features. 655-666 - Ying Li
Multi-Attention Relation Network for Figure Question Answering. 667-680 - Qingfeng Chen, Jing Wu, Feihu Huang, Yu Han, Qiming Zhao:
Multi-layer LSTM Parallel Optimization Based on Hardware and Software Cooperation. 681-693
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