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KSEM 2018: Changchun, China
- Weiru Liu, Fausto Giunchiglia, Bo Yang:
Knowledge Science, Engineering and Management - 11th International Conference, KSEM 2018, Changchun, China, August 17-19, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11061, Springer 2018, ISBN 978-3-319-99364-5
Text Mining and Document Analysis
- Liangguo Wang
, Jing Jiang, Lejian Liao:
Sentence Compression with Reinforcement Learning. 3-15 - Xinhua Zhu, Xuechen Yang, Hongchao Chen:
A Biomedical Question Answering System Based on SNOMED-CT. 16-28 - Haowen Zhang, Peng Nie, Yanlong Wen, Xiaojie Yuan:
Authorship Attribution for Short Texts with Author-Document Topic Model. 29-41 - Linan Gao
WalkToTopics: Inferring Topic Relations from a Feature Learning Perspective. 42-54 - Zhenlong Zhu, Yuhua Li, Ruixuan Li, Xiwu Gu:
Distant Domain Adaptation for Text Classification. 55-66 - Zhengxi Tian
Attention Aware Bidirectional Gated Recurrent Unit Based Framework for Sentiment Analysis. 67-78 - Tao Wang
Neural Sentiment Classification with Social Feedback Signals. 79-90 - Krzysztof Honkisz, Krzysztof Kluza, Piotr Wisniewski:
A Concept for Generating Business Process Models from Natural Language Description. 91-103 - Yanhua Ran, Ben He, Jungang Xu:
A Study on Performance Sensitivity to Data Sparsity for Automated Essay Scoring. 104-116 - Yihong Lu
Extract Knowledge from Web Pages in a Specific Domain. 117-124 - Hualong Zhang
TCMEF: A TCM Entity Filter Using Less Text. 125-133
Image and Video Data Analysis
- Sheng-Sheng Wang, Meng Wang, Xin Zhao, Dong Liu:
Two-Stage Object Detection Based on Deep Pruning for Remote Sensing Image. 137-147 - Bing Su
W-Shaped Selection for Light Field Super-Resolution. 148-159 - Qiming Huo, Jingyu Wang
Users Personalized Sketch-Based Image Retrieval Using Deep Transfer Learning. 160-168 - Chao Li
Enhancing Network Flow for Multi-target Tracking with Detection Group Analysis. 169-176 - Chao Li
Combine Coarse and Fine Cues: Multi-grained Fusion Network for Video-Based Person Re-identification. 177-184
Data Processing and Data Mining
- Ming He
Understand and Assess People's Procrastination by Mining Computer Usage Log. 187-199 - Shaoni Wang
Group Outlying Aspects Mining. 200-212 - Yuhang Lu, Jing Yu, Yanbing Liu, Jianlong Tan, Li Guo, Weifeng Zhang:
Fine-Grained Correlation Learning with Stacked Co-attention Networks for Cross-Modal Information Retrieval. 213-225 - Zhiqiang Xu, Li Zhang:
Supervised Manifold-Preserving Graph Reduction for Noisy Data Classification. 226-237 - Muhmmad Al-Khiza'ay
Personalize Review Selection Using PeRView. 238-249 - Hui Wang, Shuang Liu, Chengcheng Qian:
An Online GPS Trajectory Data Compression Method Based on Motion State Change. 250-259 - Qingchun Bai, Kai Wei, Mengwei Chen, Qinmin Hu, Liang He:
Mining Temporal Discriminant Frames via Joint Matrix Factorization: A Case Study of Illegal Immigration in the U.S. News Media. 260-267 - Jian Hou, Aihua Zhang, Chengcong Lv, Xu E:
Enhancing Cluster Center Identification in Density Peak Clustering. 268-275 - Liyuan Zhang, Jiashi Zhao, Huamin Yang, Zhengang Jiang, Weili Shi:
An Improved Weighted ELM with Hierarchical Feature Representation for Imbalanced Biomedical Datasets. 276-283
Recommendation Algorithms and Systems
- Haining Tan
SERL: Semantic-Path Biased Representation Learning of Heterogeneous Information Network. 287-298 - Yijia Zhang
Social Bayesian Personal Ranking for Missing Data in Implicit Feedback Recommendation. 299-310 - Chunxue Yang
A Semantic Path-Based Similarity Measure for Weighted Heterogeneous Information Networks. 311-323 - Yang Xu, Zhaohui Peng, Yupeng Hu, Xiaoguang Hong, Wenjing Fu:
Cross-Domain Recommendation for Mapping Sentiment Review Pattern. 324-336 - Shruti Tomer
Fuzzy Gravitational Search Approach to a Hybrid Data Model Based Recommender System. 337-348
Probabilistic Models and Applications
- Haiyang Jia
Causal Discovery with Bayesian Networks Inductive Transfer. 351-361 - Di Jin, Ziyang Liu, Dongxiao He, Bogdan Gabrys
Robust Detection of Communities with Multi-semantics in Large Attributed Networks. 362-376 - Shengsheng Wang, Hang Zhang, Jiayun Liu, Qiang-yuan Yu:
Dual Sum-Product Networks Autoencoding. 377-387 - Danni Wang
Recognizing Diseases from Physiological Time Series Data Using Probabilistic Model. 388-399
Knowledge Engineering Applications
- Qing Xiao, Peizhong Yang
An Incremental Approach Based on the Coalition Formation Game Theory for Identifying Communities in Dynamic Social Networks. 403-414 - Cong Liu
LogRank: An Approach to Sample Business Process Event Log for Efficient Discovery. 415-425 - Booma Devi Sekar, Hui Wang
Case-Based Decision Support System with Contextual Bandits Learning for Similarity Retrieval Model Selection. 426-432 - Wenjie Kang
Cross-Layer Attack Path Exploration for Smart Grid Based on Knowledge of Target Network. 433-441 - Eleni-Maria Kalogeraki, Spyridon Papastergiou, Nineta Polemi, Christos Douligeris, Themis Panayiotopoulos:
Exploring Cyber-Security Issues in Vessel Traffic Services. 442-451 - Yuwei Hao
Prognosis of Thyroid Disease Using MS-Apriori Improved Decision Tree. 452-460 - Xukuan Zhan, Yuhua Li, Ruixuan Li, Xiwu Gu, Olivier Habimana
Stock Price Prediction Using Time Convolution Long Short-Term Memory Network. 461-468 - Jing Huang
Web Data Extraction from Scientific Publishers' Website Using Hidden Markov Model. 469-476
Knowledge Graph and Knowledge Management
- Kai Lei
MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs. 479-490 - Qingyue Wang, Yanjing Song, Hao Liu, Yanan Cao, Yanbing Liu, Li Guo:
A Sequence Transformation Model for Chinese Named Entity Recognition. 491-502 - Yifei Wang, Jie Luo:
An Incremental Reasoning Algorithm for Large Scale Knowledge Graph. 503-513 - Yiping Sun, Yu Cui, Jinglu Hu, Weijia Jia
Relation Classification Using Coarse and Fine-Grained Networks with SDP Supervised Key Words Selection. 514-522
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