2020 Australasian Database Conference

Accepted full papers:

Semantic Round-Tripping in Conceptual Modelling using Restricted Natural Language
Bayzid Ashik Hossain, and Rolf Schwitter; Department of Computing, Macquarie University, Sydney, Australia

PAIC: Parallelised Attentive Image Captioning
Ziwei Wang, Zi Huang, and Yadan Luo; School of Information Techonology and Electrical Engineering, The University of Queensland, Brisbane, Australia
Link to presentation

Efficient kNN Search with Occupation in Large-scale On-demand Ride-hailing
Mengqi Li, Dan He, and Xiaofang Zhou; School of Information Techonology and Electrical Engineering, The University of Queensland, Brisbane, Australia
Link to presentation

Trace-based Approach for Consistent Construction of Activity-Centric Process Models from Data-Centric Process models
Jyothi Kunchala, Jian Yu, Sira Yongchareon, and Guiling Wang; School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand

Approximate Fault Tolerance for Sensor Stream Processing
Daiki Takao, Kento Sugiura, and Yoshiharu Ishikawa; Graduate School of Informatics, Nagoya University, Japan

Function Interpolation for Learned Index Structures
Naufal Fikri Setiawan, Benjamin I. P. Rubinstein, and Renata Borovica-Gajic; School of Computing and Information Systems, University of Melbourne, Australia

DEFINE: Friendship Detection Based on Node Enhancement
Hanxiao Pan (1), Teng Guo (1), Hayat Dino Bedru (1), Qing Qing (1), Dongyu Zhang (1), and Feng Xia (2); (1): School of Software, Dalian University of Technology, China; (2): School of Science, Engineering and IT, Federation University Australia, Australia
Link to presentation

Semi-supervised Cross-modal Hashing with Graph Convolutional Network
Jiasheng Duan, Yadan Luo, Ziwei Wang, and Zi Huang; School of Information Techonology and Electrical Engineering, The University of Queensland, Brisbane, Australia
Link to presentation

Typical Snapshots Selection for Shortest Path Query in Dynamic Road Networks
Mengxuan Zhang, Lei Li, Wen Hua, Xiaofang Zhou; School of Information Techonology and Electrical Engineering, The University of Queensland, Brisbane, Australia
Link to presentation

A Survey on Map-Matching Algorithms
Pingfu Chao, Yehong Xu, Wen Hua, and Xiaofang Zhou; School of Information Techonology and Electrical Engineering, The University of Queensland, Brisbane, Australia
Link to presentation

Geo-Social Temporal Top-k Queries in Location-Based Social Networks
Ammar Sohail, Muhammad Aamir Cheema, and David Taniar; Faculty of Information Technology, Monash University, Australia

Entity Extraction with Knowledge from Web Scale Corpora
Zeyi Wen (1), Zeyu Huang (2), and Rui Zhang (2); (1): The University of Western Australia, (2): The University of Melbourne

Effective and Efficient Community Search in Directed Graphs Across Heterogeneous Social Networks
Zezhong Wang (1), Ye Yuan (1), Xiangmin Zhou (2), and Hongchao Qin (1); (1): School of Computer Science and Engineering, Northeastern University, China; (2): School of Science, RMIT University, Melbourne, VIC 3000, Australia

Gaussian Embedding of Large-scale Attributed Graphs
Bhagya Hettige, Yuan-Fang Li, Weiqing Wang, and Wray Buntine; Faculty of Information Technology, Monash University, Australia

Accepted short papers:

Graph-based Relation-aware Representation Learning for Clothing Matching
Yang Li, Yadan Luo, and Zi Huang; School of Information Techonology and Electrical Engineering, The University of Queensland, Brisbane, Australia
Link to presentation

Evaluating Random Walk-Based Network Embeddings for Web Service Applications
Olayinka Adeleye (1), Jian Yu (1), Ji Ruan (1), and Quan Z. Sheng (2); (1): Department of Computer Science, Auckland University of Technology Auckland 1010, New Zealand (2): Department of Computing, Macquarie University, Sydney, NSW, Australia.

Query-oriented Temporal Active Intimate Community Search
Md Musfique Anwar; Jahangirnagar University, Dhaka, Bangladesh

A Contextual Semantic-Based Approach for Domain-Centric Lexicon Expansion
Muhammad Abulaish (1), Mohd Fazil (1), and Tarique Anwar (2) (3); (1): South Asian University, New Delhi, India (2): Macquarie University, Sydney, Australia (3): CSIRO Data61, Sydney, Australia

Data-Driven Hierarchical Neural Network Modeling for High-Pressure Feedwater Heater Group
Jiao Yin (1) (2), Mingshan You (3), Jinli Cao (1), Hua Wang (4), MingJian Tang (5), and Yong-Feng Ge (1); (1): Department of Computer Science and Information Technology, La Trobe University, Melbourne VIC 3083, Australia (2): School of Artificial Intelligence, Chongqing University of Arts and Sciences, Chongqing, 402160, China (3): Shenhua Tianming Power Generation Company, Sichuan, 621700, China (4): Institute for Sustainable Industries & Liveable Cities, Victoria University, Melbourne VIC 3083, Australia (5): Huawei Technologies Co. Ltd, Shenzhen, 518129, China

Early Detection of Diabetic Eye Disease from Fundus Images with Deep Learning
Rubina Sarki, Khandakar Ahmed, Hua Wang, Sandra Michalska, and Yanchun Zhang; Institute for Sustainable Industries & Liveable Cities, Victoria University, Ballarat Road, 3011 Melbourne, Australia