OVERVIEW
Cognitive technology has far-reaching applications in multiple sectors and is transforming global business today. Cognitive computing applications can be used in finance and investment firms to analyze the market in specific ways for their clients and make valuable suggestions. In healthcare and veterinary medicine, physicians can use cognitive computing tools to interact with past patient records and a database of medical information to aid and guide treatment. Cognitive computing applications in the travel industry could aggregate available travel information including flight and resort prices and availability, and combine that with user preference, budget, etc., to help deliver a streamlined, customized travel experience that could save consumers time, money, or both. In the health and wellness domain, data collected from wearable devices like a FitBit or Apple Watch can help personal trainers and individuals get suggestions for how to change their diet or exercise program, or even how to manage their sleep and stress-reducing routines. It is undeniable that one of the key successes of modern applications comes from cognitive computing; therefore, this special session focuses on the recent and high-quality works in a research domain to promote key advances in cognitive computing technology, covering all theoretical and practical aspects from basic research to development of applications, and providing overviews of the state-of-the-art in emerging domains.
Topics include but are not limited to advances in cognitive computing areas of:
Neurodynamics
Neural networks and convolutional neural networks
Machine learning/deep learning
Reinforcement learning
Data mining
Fuzzy logic
Genetic algorithm
Optimization
Time series analysis
Bayesian networks
Computer vision
Image, speech, and signal processing
Pattern recognition
King Mongkut's University of Technology Thonburi, Thailand
King Mongkut's University of Technology North Bangkok, Thailand
King Mongkut's Institute of Technology Ladkrabang, Thailand
National Institute of Technology, Kurume College, Japan
A paper should be submitted through the ICONIP 2020 submission system.
After logging into the submission system, you need to choose special session on “Advanced Machine Learning Approaches in Cognitive Computing”.
Important Dates:
Paper submission: June 1, 2020 June 28, 2020
Paper notification: August 15, 2020 August 31, 2020
Camera-ready paper deadline: September 15, 2020