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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 | Sensors | Actuators
- 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/Pervasive Computing
- Pervasive/Wearable Computing
- Intelligence Manufacturing | Microsatellite
- Cyber-physical Systems | Kinematics
- AI in Nuclear-Energy/Earth-observation
- Signal/Audio/Video Processing
- Context-Awareness | Internet of Things
- Human-Computer Interactions
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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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Automation, Robotics and Vehicles
- Unmanned Vehicles/Robots
- Autonomous Vehicles/Robots
- Human-Robot Interfaces/Interactions
- Intelligent Telerobotics | Service Robots
- Robotic Manipulators/Arms/Applications
- Computer Vision
- Industrial/Agricultural Robotics
- Self-Driving Vehicles | Cloud-based Driving
- Vehicular ad hoc Networks |Traffic Detection
- Vehicle-to-Vehicle Communication
- Vehicle Platooning | Steering Systems
- Vehicle dynamics | Traffic Computing
- AI in Manufacturing Automation
- Lights-out Manufacturing
- New Concepts/Products Rapid Scaling
- Business Process Automation | IT Automation
- Network Automation | Industrial Automation
- Automating Integration between Systems
- Fixed Automation | Programmable Automation
- Flexible Automation | Integrated Automation
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Glogal AI
- Sustainable AI
- AI Solutions to Global Problems
- Socially Intelligent Robots
- Crowdsourcing AI Solutions
- Machine Vision and Safety
- AI Technological Progress
- AI Societal Accountability
- Conservation and Biodiversity
- Human Development Tracking
- Neurotechnologies, AI and Human Rights
- AI Risks/Benefits | AI and Financial Inclusion
- AI and Environmental Efficiency
- Artistic/Hybrid Intelligence
- AI for Diversity/Inclusion/Equity/Equality
- AI in Weather/Climate
- Addressing the Dark Sides of AI
- AI for Future Communities
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Generative AI Tools and Models
- Generative AI Tools/Models/Applications
- Legal and technical challenges
- Empathy and Ethical Creativity
- Explainability/Robustness/Trustworthy AI
- AI-Powered Decision Making Tools
- Responsible/Fair/Unbiased/Auditable AI
- Data Modality/Type
- Unimodal/Multimodal Systems
- Generative AI Software/Hardware
- Chatbot|Text-to-image | Text-to-video
- Smaller/Larger/Language Models
- Advanced Computing | Semiconductors
- GPU | AI Accelerator Chips
- Government/Business/Individuals Concerns
- Job Losses | Deepfakes | Cybercrime
- Misuse in Journalism | Regulations
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AI in Computing and Society
- AI/Cognition in Cloud Computing
- AI in Software Engineering
- AI in Data and Big Data
- Theories and Approaches of Blockchain
- AI in Electronic Commerce
- AI in Education
- Intelligent Learning/Tutoring/Teaching
- Collaborative Knowledge Building Activities
- AI in the Healthcare System
- AI in High-Performance Computing
- AI in CyberSecurity
- IA in Power/Energy
- AI and Knowledge Management Process
- AI, Web-Based Environments, and Adaptive Systems
- Smart Systems/Infrastructures/Construction/City
- Grid Modernization | Efficient Wind Turbines
- Digital Communication and Control
- Evolution/Integration of Renewable Energy
- Smart Grids/Microgrids/Meters/Appliances
- Internet of Things (IoT) and Sustainability
- Intelligent Transportation Systems
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AI in Education
- AI-assisted Educational Methods/Tools/Technologies
- Interactive Pedagogical Technologies/Agents
- Educational Data-Mining/Knowledge-Representation
- Virtual/Augmented Reality in Education
- Intelligent Teaching/Learning Models
- Problem-Solving Methods/Processes
- Collaborative/Community/Group Learning
- Computational Thinking and Model-building
- Learning Motivation/Engagement and Feedbacks
- Learning Engagement/Companions Tools
- Teaching Agent Support
- Explainable Teaching/Learning/Tutoring Models
- Learning Contexts and Informal Learning
- Game-based learning; Collaborative and group learning;
- Ubiquitous Learning Environments
- Lifelong/Professional/Informal Learning
- Evaluation Methods/Techniques/Tools
- Equity and Inclusion in Education
- Ethics and AI in Education
- AI in k-12 Education
- Synchronous/Asynchronous/Mobile Learning
- Virtual-Active/Video-Based/Mixed-Reality Learning
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AI Engineering
- Data Acquisition/Sensing/Migration/Integration
- Data Verification/Validation
- Data Sharing/Representation/Conversion
- Data Privacy/Integrity/Security/Corruption
- Data Dependence Quality/Restauration
- Data Coverage/Analysis/Constraints
- Data Structure/Prediction/Change/Evolution
- Data Sensitivity Modelling
- Human-centered AI
- Operational Environment/Condition/Situation
- System Limitation/Self-Awareness
- Human-Needs Translation
- Competency-aware Systems
- Introspection Assessment/Implementation
- Generic Introspection Modeling
- Environment Construction/Reconstruction/Evaluation
- System Risk/Vulnerability/MultiTasking
- Adversarial Aspects/Explainability
- System Accuracy/Robustness
- System Evaluation/Predictability
- AI System Design
- Deep Human Understanding
- Human Behavior/Value Understanding/Interpretation
- Develop/Share/Reuse AI Infrastructure/Model/Data
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Software Engineering for AI
- Data Management/Observability Tools
- Data Ingestion/Cleansing/Protection
- Data Monitoring/Verification/Validation
- Data Evolution/Change/Pileline Management
- Data Change and Malicious Data Injection
- Training Data and Problem Correlation
- Components/Data/Models Uncertainty Support
- Components/Data/Models Evolution/Change Management
- Systems/Components Verification/Validation
- Systems/Components Robustness/Security
- Problem Requirement Elicitations
- Team Formation/Qualification/Background
- Data Engineering Approaches
- Model Building/Customization/Selection/Refinement,
- Hardware Infrastructure Selection
- Software Architecting Expertise
- Innovative Software Engineering Expertise
- Model building/Customization/Evolution/Change
- Algorithm Selection/Evolution/Change Management
- System Evolution and Environmental Change
- System Intrusion/Attacks Detection/Prevention
- Security Challenges | User Experience Consideration
- System Evaluation/Verification/Validation
- System Performance/Scalability
- Bandwidth/Resource/Expertise/Time Management
- Variant/Version/Bias Management
- Output Assurance/Interpretation
- Continuous Monitoring and Instrumentation
- Component Development/Couplying/Extensibility/Scalability
- Ethical/Gender/Equity/Bias/Policy/Accessibility Concern
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Circuit, Design and Hardware for AI
- Circuit and Design
- Hardware-Software Co-design
- Electronic System Design/Implementation/Demonstration
- Circuit and System Innovations
- Theories and Artificial Intelligence in Circuits/Systems
- Emerging Printed Circuit Boards
- Smart Tool/Platform/Infrastructure
- Advanced Neural Network Design
- Neuromorphic Computing/Chip
- High-Performance/Cloud Computing
- Intelligent Hardware Design Systems
- Leakage Reduction Techniques
- Hardware acceleration Techniques
- Mathematical foundations
- Theories on Linear Circuits and Systems
- Complex Variables | Linear Equations and Matrices
- Convolution | Filter Designs | Laplace and Fourier transformations
- Emerging Design Automation
- Circuit Design and Layout Rules
- Circuits Formal Verification/Validation
- Reconfigurable Design | Circuit Theory
- Ambient/Miniaturization Intelligence
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AI in Healthcare/Bioinformatics/Biotechnology
- AI in Healthcare/Bioinformatics/Biotechnology
- Decision Support Systems
- Medical Data Mining Analysis
- Health Expert Systems | eHealth Blockchain
- Health Knowledge Management
- Cognitive Informatics | Affective Computing
- Physiological and Behavioral Modeling
- Pattern Recognition and Machine Learning
- Clinical Decision Support Systems
- Games for Health | Motion Gaming
- Health Promotion AI | Exergaming
- Healthcare Predictive Modeling
- Smart, Personalized Healthcare Guidance
- AI Learning-Recommendations
- Healthcare Explainable AI
- Classification Algorithms
- Healthcare Advisor Model
- Big Data in Healthcare and Biomedical
- Big Data in Bioinformatics and Biotechnology
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