2021 OkIP International Conference on Automated and Intelligent Systems (CAIS)

Scientific Tracks

AI, Machine Learning (ML), and Applications

• General ML | Active/Supervised Learning
• Clustering/Unsupervised Learning
• Online Learning | Learning to rank
• Reinforcement Learning | Deep Learning (DL)
• Semi/Self Supervised Learning
• Time Series Analysis | Prediction/Forecasting
• DL Architectures/Generative-Models
• Deep Reinforcement Learning
• Computational Learning Theory
• Bandit/Game/Statistical-Learning Theory
• Optimization Methods and Techniques
• Convex/Non-Convex Optimization
• Matrix/Tensor Methods
• Stochastic/Online Optimizations
• Non-Smooth/Composite Optimization
• Probabilistic Inference | Graphical Models
• Bayesian/Monte-Carlo Methods
• Trustworthy Machine Learning
• ML Accountability/Causality
• ML Fairness/Privacy/Robustness
• Healthcare/DNA/Transportation
• Digital-Economy | Ecommerce Security
• Sustainability | Energy | Green Technology
• Language | Image
• Recommendation Systems

Agent-based, Automated, and Distributed Supports

• Multi-Agent Systems | Software Agents
• Dialogue System | Conversational Agent
• Decentralized/Distributed Intelligence
• Context-Aware Computing
• Group Decision Support Systems
• Intelligent Structures/Networks
• Design/Automation Approaches
• Sensor Networks Architectures
• Complex Manufacturing Processes
• Analytical Models | Path Planning
• Multistage Assembly Line
• Automated Inspection
• Natural Language Processing

Natural Language Processing (NLP)

• Conversational Agents | Dialogue System
• Large Language Models | Grammatical Tagging
• Natural Language Generation/Toolkit
• Linguistic Morphology | Morphological Analysis
• Morphemesx Characteristics
• Language Models and Smoothing
• Document/Topic Classification/Notation
• Sequence Labeling |Speech Tagging
• Named Entity Recognition
• Lexical Semantics | Word Embeddings
• Phrase Structure | Dependency Syntax
• Sentence Semantics | Speech Recognition
• Question Answering | Machine Translation
• Document Summarization | Sentiment analysis
• Co-Reference Resolution
• Word sense disambiguation
• NLP Tools/Approaches | Statistical NLP
• AI/Machine/Deep Learning Techniques for NPL
• Convolutional/Recurrent Neural Networks

Intelligent Systems and Applications

• Medical Nanorobotics |
• Sensory/Embedded Systems
• Embedded Systems | Digital Manufacturing
• Optimization/Evolutionary Algorithms
• Bioinformatics/Biotechnology Applications
• Computer-Vision Applications
• Sensor-Networks Applications
• Intelligent Design | Fuzzy Systems
• Soft/Ubiquitous Computing
• Pervasive/Wearable Computing
• Intelligence Manufacturing | Microsatellite
• Cyber-physical Systems | Kinematics

Knowledge-based and Control Supports

• Expert/Complex Systems
• Decision-Support Systems
• Intelligent Control/Supervision Systems
• Knowledge Engineering
• Neural Networks | Structural Optimization
• Intelligent Teleoperation
• Intelligent Shopfloor
• Collision Avoidance | Fault Diagnosis
• Object Detection and Tracking | Path Planning
• Position/Quality/Motion Control
• Predictive Control
• Preventive Maintenance | Defect Detection

Robotics and Vehicles

• Unmanned Vehicles/Robots
• Autonomous Vehicles/Robots
• Human-Robot Interfaces
• Human-Robot Interactions
• Intelligent Telerobotics | Service Robots
• Robotic Manipulators/Arms
• Robotic Applications
• Self-Driving Vehicles | Cloud-based Driving
• Vehicular ad hoc Networks |Traffic Detection