ACMLT 2022
Special Session on Awareness Computing Based on Machine Learning Technologies
at the 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2022)Ho Chi Minh City, Vietnam
Conference website: http://www.aciids.pwr.edu.pl
Special Session Organizers
Prof. Yung-Fa Huang
Department of Information and Communication Engineering
Chaoyang University of Technology
168, Jifong East Road, Wufong Dist., Taichung City 41349, Taiwan (R.O.C.)
Tel: 886-4-2332-3000 4419
E-mail: yfahuang@cyut.edu.tw
Prof. Rung Ching Chen
Department of the Information Management
Chaoyang University of Technology, Taiwan
168, Jifong East Road, Wufong Dist., Taichung City 41349, Taiwan (R.O.C.)
Tel: 886-4-2332-3000 4463, 5352
E-mail: crching@cyut.edu.tw
Department of Information and Communication Engineering
Chaoyang University of Technology
168, Jifong East Road, Wufong Dist., Taichung City 41349, Taiwan (R.O.C.)
Tel: 886-4-2332-3000 4419
E-mail: yfahuang@cyut.edu.tw
Prof. Rung Ching Chen
Department of the Information Management
Chaoyang University of Technology, Taiwan
168, Jifong East Road, Wufong Dist., Taichung City 41349, Taiwan (R.O.C.)
Tel: 886-4-2332-3000 4463, 5352
E-mail: crching@cyut.edu.tw
Objectives and topics
Awareness Computing is the ability of a system or system component to gather information about its environment at any given time and adapt behaviors accordingly. Awareness computing uses software and hardware to collect and analyze data to guide responses automatically. Awareness computing is a state for a subject to perceive the moment when relevant information arrives. It is not only essential for the survival of any living species but also a fundamental ability leading to higher-level intelligence. The objective of awareness computing, therefore, is to utilize computing technologies to build a system that is aware. More specifically, the goal of awareness computing is to incorporate the latest sensing capabilities of diverse signals with smart computing systems to stay in constant observing and awareness states, such as power-aware, location-aware, and context-aware, under a unified computational framework. Image understanding algorithms often enhance system awareness. Many deep learning algorithms are applied to image objects recognition. If we can integrate image recognition and awareness computing, many innovation applications will be fulfilling. This special issue focuses on related applications based on awareness computing systems and innovative machine learning technologies. The objective is to bring leading scientists and researchers together and create an interdisciplinary platform on computational theories, methodologies, and techniques. The scope of the special session ACMLT 2022 includes, but is not limited to the following topics:
- Deep learning on image processing for awareness applications
- Awareness computing for mind healthcare
- Machine learning models for awareness computing
- Awareness system and data analysis for Healthcare applications
- Social data for awareness applications
- Mining IoT data and web data clawer methods for awareness computing
- Image data collection and analysis for awareness computing
- The innovation of Apps for awareness applications
- Robot services for awareness applications
- The recommender system for awareness computing
- Reasoning with incomplete or uncertain information for awareness
- Intelligent computing and its applications on awareness
- Deep learning for awareness reasoning
- YOLO model for awareness applications
- Machine learning for awareness computing and cloud computing
- Subsampling and feature selection in multiple model machine learning
- Hybrid methods in prediction and classification for intelligent awareness
- Multi-objective ensemble learning for awareness
- Ensemble methods in agent and multi-agent systems for awareness
- Implementations of ensemble learning algorithms
- Assessment and statistical analysis of ensemble models for awareness
- Applications of ensemble methods in awareness
ACIIDS 2022 important dates
Submission of papers: 22 May 2022 (Hard deadline)
Notification of acceptance: 11 July 2022
Camera-ready papers: 25 July 2022
Registration & payment: 25 July 2022
Conference date: 28-30 November 2022
Notification of acceptance: 11 July 2022
Camera-ready papers: 25 July 2022
Registration & payment: 25 July 2022
Conference date: 28-30 November 2022