AII2023 Tracks

Track 1: Emerging Applications of AI and Informatics

  • Adaptive Systems
  • Adversarial learning
  • Agents and Multi-agent Systems
  • Bayesian Learning
  • Context-aware Pervasive Systems
  • Criteria for explainability (Interpretability, trustworthiness, transparency, faithfulness, stability, counter-factual)
  • Data Mining
  • Deep Learning
  • Deep reinforcement learning
  • Expectation, accumulated local effects plots
  • Explainable Artificial Intelligence
  • Fuzzy Logic
  • Game Theoretic Methods: Shapley values
  • Generative adversarial networks
  • Graphics neural network
  • Human in the loop, Interpretability and Usability
  • Hybrid and Nonlinear system
  • Hybrid intelligence System
  • Inductive Learning
  • Intelligent and Knowledge Based System
  • Intelligent Control
  • Intrusion Detection
  • Local surrogate models: Linearity, Fidelity, Stability
  • Material Informatics
  • Meta-learning, end-to-end learning, life-long learning and (semi-/un-) supervised learning with weakly labelled data
  • Model-agnosticity
  • Natural Language Processing
  • New informatics methods for AI
  • Neuroinformatics
  • Probabilistic Methods: Partial dependence plots, individual conditional
  • Quantum Algorithms & Information
  • Quantum Computing
  • Robustness of Interpretability
  • Salience maps, interpretability in vision
  • Shallow Machine Learning
  • Transfer learning
  • xAI and interpretable machine learning models in manufacturing

Track 2: Application of AI and Informatics in Healthcare

  • Applications of AI in Bio and Neuroinformatics
  • Augmented AI for Biosignals and Biomedical Images
  • Bioengineering
  • Biomedical image processing
  • Biomedical images (MRI, RX, PET, etc.)
  • Biomedical signal processing
  • Biosignals (EEG, ECG, EMG, etc.)
  • Biotechnology
  • Brain-Computer-Interface
  • Cell Imaging and Microscopy
  • Cell Therapy Processing
  • Cell Therapy Research
  • Chromatography
  • Diagnostic Development
  • DNA and RNA Research
  • Drug Discovery and Development
  • eHealth, mHealth and uHealth
  • Electrophoresis
  • Environmental Bioprocessing
  • Explainability in biomedical applications
  • Forensics and Human Identification
  • Gene Editing
  • Healthcare and Life Sciences
  • Healthcare Services
  • Interpretability in biomedical applications
  • Managed Care
  • Medical Devices and Diagnostics
  • Medical robots and bio-robotics
  • Nucleic Acid Blotting
  • Pharmaceuticals and Biotechechnology
  • Population Health Management
  • Protein Research: Blotting and Purification
  • Public Health Management
  • Quantitative Molecular Imaging
  • RNA Interference
  • Stem Cell Research
  • Surface Plasmon Resonance
  • Telemedicine

Track 3: Application of AI and Informatics in Pattern Recognition

  • Activity/behavior recognition
  • Dexterous manipulation
  • Face recognition
  • Feature extraction, grouping and segmentation
  • Human centered systems
  • Human-computer interaction
  • Image/video analysis
  • Learning in vision
  • Localization, navigation and mapping
  • Mechanism design and applications
  • Micro robots and micro-manipulation
  • Mobile robotics
  • Mobile sensor networks
  • Modeling and identification
  • Object recognition
  • Pattern recognition
  • Perception systems
  • Robot control
  • Robot sensing and data fusion
  • Robotic and Automation
  • Scene analysis
  • Search, rescue and field robotics
  • Space and underwater robots
  • Tele-robotics
  • Tracking and surveillance
  • Visual servoing

Track 4: Application of AI and Informatics in Network, Security, and Analytics

  • Application security, Malware, viruses, botnets, etc.
  • Authentication, authorization, and accounting
  • Big Data Analytics
  • Blockchain
  • Cloud Computing
  • Cluster Computing
  • Cross-layer Optimization and Control
  • Cyber-physical Systems
  • Cybersecurity
  • Data mining and Information Retrieval
  • Decentralization, scalability, and security tradeoff
  • Delay Tolerant Networks
  • Ecosystem & Infrastructure
  • Embedded system security
  • Information Security protocols and architectures
  • Internet of Services
  • Internet of Things (IoT) & Computing
  • IoT for Smart Applications
  • Localization and Location-based Services
  • Mobile Computing
  • Network and Internet Forensics Techniques
  • Network Intrusion Detection and Prevention, Firewalls, Packet Filters
  • Network Management
  • Predictive Analytics
  • Proof-of-work and consensus algorithms for blockchains
  • Public Key Infrastructures, Key Management, Credential Management
  • Quality of Service and Resource Management
  • Quantum Communications, Sensing, Cryptography
  • Secure Routing and Security Management
  • Secure smart contract and chain code
  • Security & privacy for e-commerce/m-commerce
  • Security and Privacy policies
  • Security in grid/cloud/pervasive computing
  • Security in parallel and distributed systems
  • Security in social networks
  • Security in wired, mobile, and wireless communications
  • Simulation and performance evaluation techniques
  • Ubiquitous Network

Track 5: Application of AI and Informatics in Augmented and Virtual Realities

  • Affective computing
  • Clinical assessment
  • Clinical intervention
  • Cognitive rehabilitation
  • Communications aids
  • Communication and language
  • Game-based learning
  • Physical rehabilitation
  • Sensory impairment
  • Serious games
  • Synthetic agents
  • Rehabilitation robotics
  • Robotics and education
  • VR for health
  • Virtual, Augmented, and Mixed Reality environments