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ORCID17th ADMA 2021, Sydney, NSW, Australia
- Bohan Li, Lin Yue, Jing Jiang, Weitong Chen, Xue Li, Guodong Long, Fei Fang, Han Yu
:
Advanced Data Mining and Applications - 17th International Conference, ADMA 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13087, Springer 2022, ISBN 978-3-030-95404-8
Healthcare
- Moomal Farhad, Mohammad M. Masud, Azam Beg:
Deep Learning Based Cardiac Phase Detection Using Echocardiography Imaging. 3-17 - Yichen Tang, Wei Chen, Xuyun Zhang:
An Empirical Study on Human Flying Imagery Using EEG. 18-32 - David Ben-Tovim, Mariusz Bajger, Viet Duong Bui, Shaowen Qin:
Network Graph Analysis of Hospital and Health Services Functional Structures. 33-44 - Salim Sazzed:
Feature Selection in Gene Expression Profile Employing Relevancy and Redundancy Measures and Binary Whale Optimization Algorithm (BWOA). 45-60 - Antoine Badi Mame, Jules R. Tapamo:
Hand Bone Age Estimation Using Deep Convolutional Neural Networks. 61-72 - Yuxi Liu, Shaowen Qin:
An Interpretable Machine Learning Approach for Predicting Hospital Length of Stay and Readmission. 73-85 - Yixuan Qiu, Weitong Chen, Lin Yue, Miao Xu, Baofeng Zhu:
STCT: Spatial-Temporal Conv-Transformer Network for Cardiac Arrhythmias Recognition. 86-100
Education
- Lu Jiang, Wanfei Zhang, Yibin Wang, Na Luo, Lin Yue:
Augmenting Personalized Question Recommendation with Hierarchical Information for Online Test Platform. 103-117 - Mohammad M. Masud, Kadhim Hayawi, Sujith Samuel Mathew, Temesgen Michael, Mai El Barachi:
Smart Online Exam Proctoring Assist for Cheating Detection. 118-132 - Yuanpan Zheng, Bo-yang Xu, Yiqing Niu, Zhenyu Wang, Ning Li:
Design and Development of Real-Time Barrage System for College Class. 133-143 - Bruno Mota da Silva, Cláudia Antunes:
Recommendation for Higher Education Candidates: A Case Study on Engineering Programs. 144-155
Web Application
- Fuman Xie, Yanjun Zhang, Hanlin Wei, Guangdong Bai:
UQ-AAS21: A Comprehensive Dataset of Amazon Alexa Skills. 159-173 - Xuan Truong Du Chau, Thanh Tam Nguyen, Jun Jo, Quoc Viet Hung Nguyen:
Are Rumors Always False?: Understanding Rumors Across Domains, Queries, and Ratings. 174-189 - Ming Xie, Jing Jiang, Tao Shen, Yang Wang, Leah Gerrard, Allison Clarke:
A Green Pipeline for Out-of-Domain Public Sentiment Analysis. 190-202 - Swati Agarwal, Adithya Samavedhi:
Profiling Fake News: Learning the Semantics and Characterisation of Misinformation. 203-216 - Maneet Singh, S. R. S. Iyengar, Rishemjit Kaur:
Mining Social Networks for Dissemination of Fake News Using Continuous Opinion-Based Hybrid Model. 217-228 - Akshay Peshave, Ashwinkumar Ganesan, Tim Oates:
Predicting Network Threat Events Using HMM Ensembles. 229-240
On-device Application
- Mayank Singhal, Suman Banerjee:
Group Trip Planning Queries on Road Networks Using Geo-Tagged Textual Information. 243-257 - Yan Wang, Yun Tian, Xuyun Zhang, Xiaonan He, Shu Li, Jia Zhu:
Deep Reinforcement Learning Based Iterative Participant Selection Method for Industrial IoT Big Data Mobile Crowdsourcing. 258-272 - Kilian Hendrickx, Wannes Meert, Bram Cornelis, Jesse Davis:
Know Your Limits: Machine Learning with Rejection for Vehicle Engineering. 273-288 - Cahit Bagdelen, Heiko Paulheim, Markus Döhring, Atreju Florian Tauschinsky:
Towards Generalizable Machinery Prognostics. 289-306 - Xinyang Song, Bohan Li, Tianlun Dai, Jiaying Tian:
A Trust Management-Based Route Planning Scheme in LBS Network. 307-322 - Hongyu Sun, Xinyu Zhang, Yang Lu, Chin-Ling Chen, Xinyu Song:
FreeSee: A Parameter-Independent Pattern-Based Device-Free Human Behaviour Sensing System with Wireless Signals of IoT Devices. 323-337
Others
- Xunyun Liu, Xiang Li, Yuan Li, Boren Xiao:
PS-QMix: A Parallel Learning Framework for Q-Mix Using Parameter Server. 341-352 - Lu Zhou, Ye Zhu, Yong Xiang:
A Comprehensive Feature Importance Evaluation for DDoS Attacks Detection. 353-367 - Chee Keong Wee, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Nathan Wee:
Adaptive Fault Resolution for Database Replication Systems. 368-381 - Weiwei Zhang, Yan Fan, Ningjun Zhang, Weizheng Zhang:
An Adjustable Diversity Metric for Multimodal Multi-objective Evolutionary Algorithms. 382-392 - Martin Macák, Lukas Daubner, Mohammadreza Fani Sani, Barbora Buhnova:
Cybersecurity Analysis via Process Mining: A Systematic Literature Review. 393-407 - Jillian Tallboys, Ye Zhu, Sutharshan Rajasegarar:
Identification of Stock Market Manipulation with Deep Learning. 408-420 - Tomoyuki Yamakami:
Fuzzy Kolmogorov Complexity Based on Fuzzy Decompression Algorithms and Its Application to Fuzzy Data Mining - (Preliminary Report). 421-436
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