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ORCID22nd WISE 2021: Melbourne, VIC, Australia - Part II
- Wenjie Zhang, Lei Zou, Zakaria Maamar, Lu Chen
:
Web Information Systems Engineering - WISE 2021 - 22nd International Conference on Web Information Systems Engineering, WISE 2021, Melbourne, VIC, Australia, October 26-29, 2021, Proceedings, Part II. Lecture Notes in Computer Science 13081, Springer 2021, ISBN 978-3-030-91559-9
Deep Learning (1)
- Chao Long, Yanmin Zhu, Haobing Liu, Jiadi Yu:
Efficient Feature Interactions Learning with Gated Attention Transformer. 3-17 - Di Luo, Guipeng Zhang, Zhenguo Yang, Minzheng Yuan, Tao Tao, Liangliang Xu, Qing Li, Wenyin Liu:
Interactive Pose Attention Network for Human Pose Transfer. 18-33 - Shenghao Zheng, Xuefeng Xian, Yongjing Hao, Victor S. Sheng, Zhiming Cui, Pengpeng Zhao:
Exploiting Intra and Inter-field Feature Interaction with Self-Attentive Network for CTR Prediction. 34-49 - Xingyi Lv, Wei Zhao, Jiali Mao, Ye Guo, Aoying Zhou:
AMBD: Attention Based Multi-Block Deep Learning Model for Warehouse Dwell Time Prediction. 50-66 - Haiyang Wang, Xin Song, Bin Zhou, Ye Wang, Liqun Gao, Yan Jia:
Performance Evaluation of Pre-trained Models in Sarcasm Detection Task. 67-75
Deep Learning (2)
- Shuai Fan, Chen Lin, Hui Li, Quan Zou:
News Popularity Prediction with Local-Global Long-Short-Term Embedding. 79-93 - Aopeng Wang, Shiting Wen, Yunjun Gao, Qing Li, Ke Deng, Chaoyi Pang:
An Efficient Method for Indoor Layout Estimation with FPN. 94-106 - Yanhui Wu, Meng Zhang:
Lightweight Network Traffic Classification Model Based on Knowledge Distillation. 107-121 - Xiaocong Chen, Lina Yao, Yu Zhang:
RAU: An Interpretable Automatic Infection Diagnosis of COVID-19 Pneumonia with Residual Attention U-Net. 122-136 - Jiarui Si, Haohan Zou, Chuanyi Huang, Huan Feng, Honglin Liu, Guangyu Li, Shuaijun Hu, Hong Zhang, Xin Wang:
Comparison the Performance of Classification Methods for Diagnosis of Heart Disease and Chronic Conditions. 137-144
Recommender Systems (1)
- Zihan Song, Jiahao Yuan, Xiaoling Wang, Wendi Ji:
Capturing Multi-granularity Interests with Capsule Attentive Network for Sequential Recommendation. 147-161 - Haiming Wang, Wei Liu, Jian Yin:
Multi-Task Learning with Personalized Transformer for Review Recommendation. 162-176 - Yu Wang, An Liu, Junhua Fang, Jianfeng Qu, Lei Zhao:
ADQ-GNN: Next POI Recommendation by Fusing GNN and Area Division with Quadtree. 177-192 - Yepeng Li, Xuefeng Xian, Pengpeng Zhao, Yanchi Liu, Victor S. Sheng:
MGSAN: A Multi-granularity Self-attention Network for Next POI Recommendation. 193-208 - Senhui Zhang, Wendi Ji, Jiahao Yuan, Xiaoling Wang:
HRFA: Don't Ignore Strangers with Different Views. 209-217
Recommender Systems (2)
- Beibei Li, Beihong Jin, Xinzhou Dong, Wei Zhuo:
MULTIPLE: Multi-level User Preference Learning for List Recommendation. 221-236 - Dai Hoang Tran, Salma Abdalla Hamad, Munazza Zaib, Abdulwahab Aljubairy, Quan Z. Sheng, Wei Emma Zhang, Nguyen Hoang Tran, Nguyen Lu Dang Khoa:
Deep News Recommendation with Contextual User Profiling and Multifaceted Article Representation. 237-251 - Atsuki Maruta, Makoto P. Kato:
Intent-Aware Visualization Recommendation for Tabular Data. 252-266 - Anton S. Khritankov, Anton A. Pilkevich:
Existence Conditions for Hidden Feedback Loops in Online Recommender Systems. 267-274 - Xu Wang, Yuancai Huang, Xiaokai Zhao, Weinan Zhao, Yu Tang, Yitao Duan:
Retrieval-Based Factorization Machines for CTR Prediction. 275-288
Text Mining (1)
- Ron Hochstenbach, Flavius Frasincar, Maria Mihaela Trusca:
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis. 291-305 - Minzhang Xu, Min Peng, Fang Liu:
A Dual Reinforcement Network for Classical and Modern Chinese Text Style Transfer. 306-320 - Hui Yin, Xiangyu Song, Shuiqiao Yang, Guangyan Huang, Jianxin Li:
Representation Learning for Short Text Clustering. 321-335 - Gautam Choudhary, Natwar Modani, Nitish Maurya:
ReAct: A Review Comment Dataset for Actionability (and more). 336-343
Text Mining (2)
- Meng Zou, Qiang Yang, Jianfeng Qu, Zhixu Li, An Liu, Lei Zhao, Zhigang Chen:
Document-Level Relation Extraction with Entity Enhancement and Context Refinement. 347-362 - Yang Zhang, Yufei Wang, Quan Z. Sheng, Adnan Mahmood, Wei Emma Zhang, Rongying Zhao:
TDM-CFC: Towards Document-Level Multi-label Citation Function Classification. 363-376 - Thirunavukarasu Balasubramaniam, Wathsala Anupama Mohotti, Richi Nayak, Chau Yuen:
NOCOL - Nonnegative Orthogonal Constraint Outlier Learning. 377-385 - Chen Chang:
Semantic Parsing with Syntax Graph of Logical Forms. 386-393 - Jianzong Wang, Shijing Si, Zhenhou Hong, Xiaoyang Qu, Xinghua Zhu, Jing Xiao:
Case Study of Few-Shot Learning in Text Recognition Models. 394-401
Service Computing and Cloud Computing (1)
- Natwar Modani, Anurag Maurya, Gaurav Verma, Inderjeet Nair, Vaidehi Patil, Anirudh Kanfade:
Detecting Document Versions and Their Ordering in a Collection. 405-419 - Aleksandra Nabozny, Bartlomiej Balcerzak, Mikolaj Morzy, Adam Wierzbicki:
Focus on Misinformation: Improving Medical Experts' Efficiency of Misinformation Detection. 420-434 - Kristián Fodor, Zoltán Balogh:
Sensory Monitoring of Physiological Functions Using IoT Based on a Model in Petri Nets. 435-443
Service Computing and Cloud Computing (2)
- Ada Bagozi, Devis Bianchini, Anisa Rula:
A Multi-perspective Model of Smart Products for Designing Web-Based Services on the Production Chain. 447-462 - Fedia Ghedass, Faouzi Ben Charrada:
A Multi-view Learning Approach for the Autonomic Management of Big Services. 463-479 - Abdulwahab Aljubairy, Ahoud Alhazmi, Wei Emma Zhang, Quan Z. Sheng, Dai Hoang Tran:
Towards a Deep Learning-Driven Service Discovery Framework for the Social Internet of Things: A Context-Aware Approach. 480-488
Tutorial and Demo
- Hongxu Chen, Yicong Li, Haoran Yang:
Graph Data Mining in Recommender Systems. 491-496 - Raj Gururajan, Xiaohui Tao, Yuefeng Li, Xujuan Zhou, Soman Elangovan, Srinivas Kondalsamy-Chennakesavan, Revathi Venkataraman:
Emerging Applications in Healthcare and Their Implications to Academia and Practice. 497-500 - Qi Li, Kai Zou, Deyu Kong, Huhao Guan, Xike Xie:
GPUGraphX: A GPU-Aided Distributed Graph Processing System. 501-509 - Shunyang Li, Zhengyi Yang, Xianhang Zhang, Wenjie Zhang, Xuemin Lin:
SQL2Cypher: Automated Data and Query Migration from RDBMS to GDBMS. 510-517 - Kangwei Li, Mengwei Li, Jia Tian, Xiaobo Cao, Tiezheng Nie, Yue Kou, Derong Shen:
MOBA Game Analysis System Based on Neural Networks. 518-526 - Ningchao Ge, Peng Peng, Zheng Qin, Mingdao Li:
FedAggs: Optimizing Aggregate Queries Evaluation in Federated RDF Systems. 527-535 - Yuan Sui, Ruiyuan Li, Xu Wang, Jun Liu, Juncheng Tang:
JUST-Studio: A Platform for Spatio-Temporal Data Map Designing and Application Building. 536-546
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