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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
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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
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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
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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
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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
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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
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