AII2021 Tracks

Track 1: Emerging Application of Artificial Intelligence

  • Adaptive Systems
  • Fuzzy Logic
  • Data Mining
  • Shallow Machine Learning
  • Deep Learning
  • Bayesian Learning
  • Hybrid intelligence System
  • Inductive Learning
  • Intelligent and Knowledge Based System
  • Intrusion Detection
  • Agents and Multi-agent Systems
  • Natural Language Processing
  • Hybrid and Nonlinear system
  • Intelligent Control
  • Context-aware Pervasive Systems
  • Quantum Computing
  • Robotics

Track 2: Explainable Artificial Intelligence

  • XAI and interpretable machine learning models in manufacturing
  • Criteria for explainability (Interpretability, trustworthiness, transparency, faithfulness, stability, counter-factual)
  • Local surrogate models: Linearity, Fidelity, Stability
  • Model-agnosticity
  • Probabilistic Methods: Partial dependence plots, individual conditional
  • expectation, accumulated local effects plots
  • Game Theoretic Methods: Shapley values
  • Robustness of Interpretability
  • Salience maps, interpretability in vision
  • Human in the loop, Interpretability and Usability

Track 3: Internet of Things & Computing

  • Ecosystem & Infrastructure
  • Internet of Services
  • Sensor based technology
  • Predictive Analytics
  • Cyber-physical Systems
  • Data mining and Information Retrieval
  • Robotic and Automation
  • Mobile Computing
  • Cluster Computing
  • Cloud Computing
  • Big Data Analytics
  • IoT for Smart Applications

Track 4: Life Sciences and Healthcare

    Applicatoin of Intelligence and Informatics to:
  • eHealth, mHealth and uHealth
  • BioProcess Filtration
  • Bioprocessing
  • Bioprocessing Applications
  • Bioengineering
  • Biotechnology
  • Cell Imaging and Microscopy
  • Cell Therapy Processing
  • Cell Therapy Research
  • Chromatography
  • Diagnostic Development
  • DNA and RNA Research
  • Drug Discovery and Development
  • Electrophoresis
  • Environmental Bioprocessing
  • Forensics and Human Identification
  • Gene Editing
  • Healthcare and Life Sciences
  • Healthcare Services
  • Managed Care
  • Medical Devices and Diagnostics
  • Nucleic Acid Blotting
  • Pharmaceuticals and Biotechechnology
  • Population Health Management
  • Process Analytics
  • Protein Research: Blotting and Purification
  • Public Health Management
  • Quantitative Molecular Imaging
  • RNA Interference
  • Stem Cell Research
  • Surface Plasmon Resonance
  • Telemedicine

Track 5: Network and Security

  • Cross-layer Optimization and Control
  • Cyber-physical Systems
  • Delay Tolerant Networks
  • Quality of Service and Resource Management
  • Localization and Location-based Services
  • Network Management
  • Block Chain
  • Cyber Physical System
  • Ubiquitous Network
  • Authentication, authorization, and accounting
  • Information Security protocols and architectures
  • Security in social networks
  • Security in parallel and distributed systems
  • Security in wired, mobile, and wireless communications
  • Network Intrusion Detection and Prevention, Firewalls, Packet Filters
  • Security in grid/cloud/pervasive computing
  • Public Key Infrastructures, Key Management, Credential Management
  • Security and Privacy policies
  • Network and Internet Forensics Techniques
  • Secure Routing and Security Management
  • Application security, Malware, viruses, botnets, etc.
  • Embedded system security
  • Security & privacy for e-commerce/m-commerce
  • Blockchain and distributed ledger technologies
  • Proof-of-work and consensus algorithms for blockchains
  • Decentralization, scalability, and security tradeoff
  • Simulation and performance evaluation techniques
  • Secure smart contract and chain code

Track 6: Quantum Informatics

  • Quantum Communications, Sensing, Cryptography
  • Quantum Photonics and Optics
  • Quantum Computing
  • Quantum Algorithms & Information
  • Quantum Applications and Simulating Nature
  • Quantum Engineering
  • Quantum Benchmarks & Measurements
  • Quantum Education

Track 7: Robotics and Vision

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